diff --git a/.github/scripts/spellcheck_conf/wordlist.txt b/.github/scripts/spellcheck_conf/wordlist.txt index be5a1a637..64ee32804 100644 --- a/.github/scripts/spellcheck_conf/wordlist.txt +++ b/.github/scripts/spellcheck_conf/wordlist.txt @@ -1387,3 +1387,7 @@ LlamaChat chatbot's ConversationBufferWindowMemory chatbot's +Lamini +lamini +nba +sqlite \ No newline at end of file diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/README.md b/recipes/3p_integrations/lamini/text2sql_memory_tuning/README.md new file mode 100644 index 000000000..0752fa711 --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/README.md @@ -0,0 +1,26 @@ +# Tune Llama 3 for text-to-SQL and improve accuracy from 30% to 95% + +This repo and notebook `meta-lamini.ipynb` demonstrate how to tune Llama 3 to generate valid SQL queries and improve accuracy from 30% to 95%. + +In this notebook we'll be using Lamini, and more specifically, Lamini Memory Tuning. + +Lamini is an integrated platform for LLM inference and tuning for the enterprise. Lamini Memory Tuning is a new tool you can use to embed facts into LLMs that improves factual accuracy and reduces hallucinations. Inspired by information retrieval, this method has set a new standard of accuracy for LLMs with less developer effort. + +Learn more about Lamini Memory Tuning: https://www.lamini.ai/blog/lamini-memory-tuning + +Please head over to https://app.lamini.ai/account to get your free api key. + +You can authenticate by writing the following to a file `~/.lamini/configure.yaml` + +``` +production: + key: +``` + +This tuning tutorial uses the `nba_roster` sqlite database to tune a Llama 3 model. + +## Additional resources + +▫️ Fortune 500 case study: http://www.lamini.ai/blog/llm-text-to-sql
+▫️ Technical paper: https://github.com/lamini-ai/Lamini-Memory-Tuning/blob/main/research-paper.pdf
+▫️ Model weights: https://huggingface.co/engineering-lamini/lamini-1-random diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/assets/manual_filtering.png b/recipes/3p_integrations/lamini/text2sql_memory_tuning/assets/manual_filtering.png new file mode 100644 index 000000000..8214c4072 Binary files /dev/null and b/recipes/3p_integrations/lamini/text2sql_memory_tuning/assets/manual_filtering.png differ diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/assets/website.png b/recipes/3p_integrations/lamini/text2sql_memory_tuning/assets/website.png new file mode 100644 index 000000000..10e8a0270 Binary files /dev/null and b/recipes/3p_integrations/lamini/text2sql_memory_tuning/assets/website.png differ diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/gold-test-set-v2.jsonl b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/gold-test-set-v2.jsonl new file mode 100644 index 000000000..508431e28 --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/gold-test-set-v2.jsonl @@ -0,0 +1,40 @@ +{"question": "Who is the pointguard for the Golden State Warriors?", "answer": "Stephen Curry, Chris Paul, and Cory Joseph", "sql": "select name from nba_roster where team='Golden State Warriors' and POS='PG';"} +{"question": "What is the number of players on the Chicago Bulls who are 25 years old or younger", "answer": "10", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Chicago Bulls' AND AGE <= 25;"} +{"question": "Who is the highest-paid player on the Los Angeles Lakers", "answer": "LeBron James", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE team='Los Angeles Lakers' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid player in the NBA?", "answer": "Stephen Curry", "sql": "SELECT NAME, salary FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What team is LaMelo Ball on?", "answer": "Charlotte Hornets", "sql": "select team from nba_roster where name='LaMelo Ball';"} +{"question": "How much does Lonzo Ball weigh?", "answer": "190 lbs", "sql": "select wt from nba_roster where name='Lonzo Ball';"} +{"question": "What college sent the most players to the current NBA?", "answer": "Kentucky", "sql": "select college from nba_roster where college != '--' group by college order by count(*) desc limit 1;"} +{"question": "How old is Lebron James?", "answer": "38", "sql": "select age from nba_roster where name='LeBron James';"} +{"question": "What is the most popular jersey number in the current NBA?", "answer": "8", "sql": "select Jersey from nba_roster where Jersey != 'NA' group by Jersey order by count(*) desc limit 1;"} +{"question": "Can you give me a list of all the players without college data?", "answer": "['Bogdan Bogdanovic', 'Clint Capela', 'Kristaps Porzingis', 'Darius Bazley', 'LaMelo Ball', 'Theo Maledon', 'James Nnaji', 'Frank Ntilikina', 'Marko Simonovic', 'Raul Neto', 'Ricky Rubio', 'Luka Doncic', 'Dante Exum', 'Jaden Hardy', 'Maxi Kleber', 'Vlatko Cancar', 'Nikola Jokic', 'Bojan Bogdanovic', 'Malcolm Cazalon', 'Killian Hayes', 'Ausar Thompson', 'Jonathan Kuminga', 'Dario Saric', 'Jalen Green', 'Boban Marjanovic', 'Alperen Sengun', 'Amen Thompson', 'Serge Ibaka', 'Daniel Theis', 'Nicolas Batum', 'KJ Martin', 'Kenyon Martin Jr.', 'Ivica Zubac', 'LeBron James', 'Vincent Valerio-Bodon', 'Tarik Biberovic', 'John Konchar', 'Isaiah Todd', 'Nikola Jovic', 'Giannis Antetokounmpo', 'Thanasis Antetokounmpo', 'MarJon Beauchamp', 'Goran Dragic', 'Rudy Gobert', 'Vit Krejci', 'Daishen Nix', 'Dyson Daniels', 'Willy Hernangomez', 'Jonas Valanciunas', 'Evan Fournier', 'Isaiah Hartenstein', 'Jaylen Martin', 'Mitchell Robinson', 'Davis Bertans', 'Ousmane Dieng', 'Josh Giddey', 'Vasilije Micic', 'Aleksej Pokusevski', 'Goga Bitadze', 'Joe Ingles', 'Furkan Korkmaz', 'Bismack Biyombo', 'Ibou Badji', 'Scoot Henderson', 'Jusuf Nurkic', 'Anfernee Simons', 'Sasha Vezenkov', 'Dominick Barlow', 'Sidy Cissoko', 'Cedi Osman', 'Victor Wembanyama', 'Dennis Schroder', 'Simone Fontecchio', 'Luka Samanic', 'Dennis Schroder', 'Deni Avdija', 'Bilal Coulibaly', 'Danilo Gallinari', 'Tristan Vukcevic']", "sql": "SELECT name FROM nba_roster WHERE COLLEGE IS NULL OR COLLEGE = '--';"} +{"question": "What team has the smallest roster?", "answer": "Brooklyn Nets", "sql": "select team from nba_roster group by team order by count(*) asc limit 1;"} +{"question": "What team has the largest roster?", "answer": "Toronto Raptors", "sql": "select team, count(*) from nba_roster group by team order by count(*) desc limit 1;"} +{"question": "What team is paying its players the most in total?", "answer": "Toronto Raptors", "sql": "select team, sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) from nba_roster group by team order by sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) desc limit 1;"} +{"question": "Which team is paying its players the least?", "answer": "San Antonio Spurs", "sql": "select team from nba_roster group by team order by sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) asc limit 1;"} +{"question": "Which team is on average the tallest?","answer":"Boston Celtics", "sql": "select team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height desc limit 1;"} +{"question": "Which team is on average the shortest?", "answer": "Golden State Warriors", "sql": "select team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height asc limit 1;"} +{"question": "Who are the tallest 5 centers in the league?", "answer": "Boban Marjanovic, Kristaps Porzingis, Victor Wembanyama, Luke Kornet, Bol Bol", "sql": "SELECT name, HT FROM nba_roster WHERE POS = 'C' ORDER BY HT DESC LIMIT 5;"} +{"question": "Who are the top 5 highest paid power forwards in the league?", "answer": "Kevin Durant, Giannis Antetokounmpo, Anthony Davis, Tobias Harris, Pascal Siakam", "sql": "SELECT NAME, salary FROM nba_roster WHERE POS = 'PF' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the median salary in the NBA?", "answer": "6012840", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*50/100-1;"} +{"question": "What is the average salary in the NBA?", "answer": "10696803", "sql": "SELECT avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the 99th percentile salary in the NBA?", "answer": "46741590", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*99/100-1;"} +{"question": "What is the 75th percentile salary in the NBA?", "answer": "13932008", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*75/100-1;"} +{"question": "What is the 25th percentile salary in the NBA?", "answer": "2413304", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*25/100-1;"} +{"question": "What is the median weight in the NBA?", "answer": "215", "sql": "select CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What is the average weight in the NBA?", "answer": "214.98", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster;"} +{"question": "What is the median height in the NBA?", "answer": "6.58333333333333", "sql": "select CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What is the average height in the NBA?", "answer": "6.54986111111111", "sql": "select AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster;"} +{"question": "Can you tell me how many players are in the NBA?", "answer": "600", "sql": "select count(*) from nba_roster;"} +{"question": "Would you please let me know what the highest paid players are for each position?", "answer": "The highest paid players are Nikola Jokic (C), Paul George (F), Norman Powell (G), Kevin Durant (PF), Stephen Curry (PG), LeBron James (SF), Bradley Beal (SG).", "sql": "SELECT name, pos, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "Is Jalen Johnson 23 years old?", "answer": "No, Jalen Johnson is 21 years old", "sql" : "Select name, age from nba_roster where name='Jalen Johnson';"} +{"question": "Who is the oldest player on the Brooklyn Nets?", "answer": "Spencer Dinwiddie, Dorian Finney-Smith, Royce O'Neale", "sql" : "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MAX(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "Who has the higest salary on the Memphis Grizzlies?", "answer": "Ja Morant", "sql" : "select salary, name from nba_roster where team='Memphis Grizzlies' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which player has the higest salary on the Cleveland Cavaliers?", "answer": "Darius Garland", "sql" : "select salary, name from nba_roster where team='Cleveland Cavaliers' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid center on the Dallas Mavericks?", "answer": "Dereck Lively II", "sql" : "select salary, name from nba_roster where team='Dallas Mavericks' and POS='C' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How much is Marcus Smart getting paid?", "answer": "$18,833,712", "sql" : "select salary from nba_roster where name='Marcus Smart';"} +{"question": "What's the average age of the Trail Blazers?", "answer": "24", "sql" : "select avg(age) from nba_roster where team='Portland Trail Blazers';"} +{"question": "What's the median age of the NBA?", "answer": "25", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What's the median age of the Miami Heat?", "answer": "26", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster where team='Miami Heat' order by percentile limit 1 offset (select count(*) from nba_roster where team='Miami Heat')*50/100-1;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "answer": "Golden State Warriors, Milwaukee Bucks, Miami Heat, LA Clippers, Phoenix Suns", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "What is the average salary of Power Forward players in the NBA", "answer": "$10948045", "sql": "select avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary from nba_roster where POS = 'PF';"} \ No newline at end of file diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/gold-test-set.jsonl b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/gold-test-set.jsonl new file mode 100644 index 000000000..efa053419 --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/gold-test-set.jsonl @@ -0,0 +1,20 @@ +{"question": "What is the 99th percentile salary in the NBA?", "answer": "46741590", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*99/100-1;"} +{"question": "What is the 75th percentile salary in the NBA?", "answer": "13932008", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*75/100-1;"} +{"question": "What is the 25th percentile salary in the NBA?", "answer": "2413304", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*25/100-1;"} +{"question": "What is the median weight in the NBA?", "answer": "215", "sql": "select CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What is the average weight in the NBA?", "answer": "214.98", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster;"} +{"question": "What is the median height in the NBA?", "answer": "6.58333333333333", "sql": "select CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What is the average height in the NBA?", "answer": "6.54986111111111", "sql": "select AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster;"} +{"question": "Can you tell me how many players are in the NBA?", "answer": "600", "sql": "select count(*) from nba_roster;"} +{"question": "Would you please let me know what the highest paid players are for each position?", "answer": "The highest paid players are Nikola Jokic (C), Paul George (F), Norman Powell (G), Kevin Durant (PF), Stephen Curry (PG), LeBron James (SF), Bradley Beal (SG).", "sql": "SELECT name, pos, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "Is Jalen Johnson 23 years old?", "answer": "No, Jalen Johnson is 21 years old", "sql" : "Select name, age from nba_roster where name='Jalen Johnson';"} +{"question": "Who is the oldest player on the Brooklyn Nets?", "answer": "Spencer Dinwiddie, Dorian Finney-Smith, Royce O'Neale", "sql" : "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MAX(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "Who has the higest salary on the Memphis Grizzlies?", "answer": "Ja Morant", "sql" : "select salary, name from nba_roster where team='Memphis Grizzlies' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which player has the higest salary on the Cleveland Cavaliers?", "answer": "Darius Garland", "sql" : "select salary, name from nba_roster where team='Cleveland Cavaliers' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid center on the Dallas Mavericks?", "answer": "Dereck Lively II", "sql" : "select salary, name from nba_roster where team='Dallas Mavericks' and POS='C' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How much is Marcus Smart getting paid?", "answer": "$18,833,712", "sql" : "select salary from nba_roster where name='Marcus Smart';"} +{"question": "What's the average age of the Trail Blazers?", "answer": "24", "sql" : "select avg(age) from nba_roster where team='Portland Trail Blazers';"} +{"question": "What's the median age of the NBA?", "answer": "25", "sql" : "select CAST(AGE as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What's the median age of the Miami Heat?", "answer": "26", "sql" : "select CAST(AGE as INTEGER) as percentile from nba_roster where team='Miami Heat' order by percentile limit 1 offset (select count(*) from nba_roster where team='Miami Heat')/2;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "answer": "Golden State Warriors, Milwaukee Bucks, Miami Heat, LA Clippers, Phoenix Suns", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "What is the average salary of Power Forward players in the NBA", "answer": "$10948045", "sql": "select avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary from nba_roster where POS = 'PF';"} diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/archive/generated_queries_large_filtered_cleaned.jsonl b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/archive/generated_queries_large_filtered_cleaned.jsonl new file mode 100644 index 000000000..53a6cf033 --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/archive/generated_queries_large_filtered_cleaned.jsonl @@ -0,0 +1,220 @@ +{"question": "What is the average height of NBA players who are 25 years old or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS average_height FROM nba_roster WHERE CAST(AGE AS INTEGER) >= 25;"} +{"question": "Which team has the most players who attended the University of Michigan", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE = 'Michigan' GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster;"} +{"question": "What position has the most players aged 30 or older in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE AGE >= 30 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the age of the oldest 25% of the players in the NBA", "sql": "SELECT CAST(AGE AS INTEGER) AS percentile FROM nba_roster ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster) * 75/100 - 1;"} +{"question": "What is the average age of players at each position in the NBA", "sql": "SELECT POS, AVG(AGE) AS avg_age FROM nba_roster GROUP BY POS;"} +{"question": "What is the position with the highest average salary in the NBA", "sql": "SELECT POS, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster GROUP BY POS ORDER BY avg_salary DESC LIMIT 1;"} +{"question": "What is the average age of the youngest players in the NBA", "sql": "SELECT AVG(AGE) as avg_age FROM nba_roster WHERE AGE <= 25;"} +{"question": "What is the team with the highest average salary in the NBA", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY avg_salary DESC LIMIT 1;"} +{"question": "Who are the top 5 most valuable players in the NBA, considering both their salary and jersey number", "sql": "SELECT name, (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) + CAST(Jersey AS INTEGER)) AS total_value, POS FROM nba_roster WHERE SALARY!= '--' ORDER BY total_value DESC LIMIT 5;"} +{"question": "Which three teams in the NBA have the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 3;"} +{"question": "How many players in the NBA are more than 5 years older than the average age of all players", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5;"} +{"question": "What is the position with the oldest average age in the NBA", "sql": "SELECT POS, AVG(AGE) as avg_age FROM nba_roster GROUP BY POS ORDER BY avg_age DESC LIMIT 1;"} +{"question": "Which 10 teams in the NBA have the oldest average age among their players", "sql": "SELECT Team, AVG(AGE) AS avg_age FROM nba_roster GROUP BY Team ORDER BY avg_age DESC LIMIT 10;"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT NAME, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster GROUP BY NAME ORDER BY height DESC LIMIT 1;"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "How many players in the NBA are older than 10 years old", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE > 10;"} +{"question": "What are the top 3 colleges with the highest average salaries for their NBA players", "sql": "SELECT COLLEGE, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY average_salary DESC LIMIT 3;"} +{"question": "What is the 75th percentile salary in the NBA", "sql": "SELECT (SELECT CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as percentile FROM nba_roster WHERE SALARY!= '--' ORDER BY percentile ASC LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE SALARY!= '--')*75/100-1) as seventy_fifth_percentile_salary;"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT TEAM, AVG(AGE) as average_age FROM nba_roster GROUP BY TEAM ORDER BY average_age;"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the age range of players on each team in the NBA", "sql": "SELECT team, MIN(AGE) as youngest_player, MAX(AGE) as oldest_player FROM nba_roster GROUP BY team;"} +{"question": "What are the min and max salaries for each team", "sql": "SELECT MIN(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as min_salary, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary, team FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY min_salary DESC, max_salary DESC;"} +{"question": "What is the name of the player who attended the college with the longest name", "sql": "SELECT NAME, COLLEGE FROM nba_roster WHERE COLLEGE!= '--' ORDER BY LENGTH(COLLEGE) DESC LIMIT 1;"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team;"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1;"} +{"question": "How many Boston Celtics players did not attend college", "sql": "SELECT COUNT(*) as count FROM nba_roster WHERE team='Boston Celtics' AND COLLEGE!='--';"} +{"question": "What is the team with the highest average age in the NBA", "sql": "SELECT AVG(AGE) as average_age, TEAM FROM nba_roster GROUP BY TEAM ORDER BY average_age DESC LIMIT 1;"} +{"question": "What is the average salary of all players in the NBA, excluding those with a salary of '--'", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the average salary for players of each age group in the NBA, excluding those with unknown salaries", "sql": "SELECT AVG(AGE) AS avg_age, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY AGE ORDER BY avg_age;"} +{"question": "Who is the player with the highest jersey number in the NBA", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE JERSEY!= 'NA' ORDER BY JERSEY DESC LIMIT 1;"} +{"question": "What is the number of players on the Toronto Raptors", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the average age of all NBA players with a known salary", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the position with the highest average age among players between the ages of 22 and 25", "sql": "SELECT AVG(AGE) AS avg_age, POS FROM nba_roster WHERE AGE BETWEEN 22 AND 25 GROUP BY POS ORDER BY avg_age DESC LIMIT 1;"} +{"question": "What are the top 5 positions in the NBA with the highest average salary", "sql": "SELECT POS, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster GROUP BY POS ORDER BY avg_salary DESC LIMIT 5;"} +{"question": "What are the top 5 highest-paid players in the NBA", "sql": "SELECT * FROM nba_roster ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "Which player has the highest average salary in the NBA", "sql": "SELECT name, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY name ORDER BY average_salary DESC LIMIT 1;"} +{"question": "Which team has the tallest players on average", "sql": "SELECT TEAM, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster GROUP BY TEAM ORDER BY average_height DESC LIMIT 1;"} +{"question": "Who is the highest-paid player in the NBA who has attended a college with an unknown college affiliation", "sql": "SELECT NAME FROM nba_roster WHERE SALARY!= '--' AND COLLEGE = '--' ORDER BY CAST(SUBSTR(SALARY, 2) as INTEGER) DESC LIMIT 1;"} +{"question": "What is the average age and salary for each position in the NBA", "sql": "SELECT POS, AVG(AGE) as avg_age, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster GROUP BY POS;"} +{"question": "What is the number of unique colleges represented in the NBA", "sql": "SELECT COUNT(DISTINCT COLLEGE) FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "Which team has the oldest average age among all NBA teams", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1;"} +{"question": "What is the highest-paid player on the Los Angeles Lakers", "sql": "SELECT salary, name FROM nba_roster WHERE team='Los Angeles Lakers' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',', '') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which NBA team has the most players from the University of Michigan", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE='Michigan' GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What are the top 5 teams with the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 5;"} +{"question": "How many NBA players attended a college other than '--'", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "Who is the highest-paid player on the Memphis Grizzlies", "sql": "select name, team, salary from nba_roster where team='Memphis Grizzlies' and SALARY!='--' order by CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) desc limit 1;"} +{"question": "Which team has the highest average salary", "sql": "SELECT Team, AVG(CAST(SUBSTR(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What college has the highest average age of its alumni in the NBA", "sql": "SELECT NAME, AVG(AGE) as average_age FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY average_age DESC LIMIT 1;"} +{"question": "Who is the highest-paid player in the NBA who has attended college", "sql": "SELECT NAME FROM nba_roster WHERE COLLEGE!= '--' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest-paid player in the NBA who is older than 25 years old", "sql": "SELECT name, salary FROM nba_roster WHERE AGE > 25 AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the average salary for each age group in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary, AGE as age_group FROM nba_roster GROUP BY AGE;"} +{"question": "What is the most common age and position combination in the NBA", "sql": "SELECT AGE, POS, COUNT(*) AS count FROM nba_roster GROUP BY AGE, POS ORDER BY count DESC;"} +{"question": "Who are the top 5 players with the highest jersey numbers in the NBA", "sql": "SELECT NAME, Jersey FROM nba_roster WHERE Jersey IN (SELECT Jersey FROM nba_roster ORDER BY CAST(CAST(Jersey AS INTEGER) AS INTEGER) DESC LIMIT 5);"} +{"question": "What is the average height of players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) AS avg_height FROM nba_roster WHERE AGE <= 25;"} +{"question": "What are the top 5 highest-paid players in each position in the NBA", "sql": "WITH ranked_positions AS (SELECT *, DENSE_RANK() OVER (PARTITION BY POS ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC) AS rank FROM nba_roster) SELECT * FROM ranked_positions WHERE rank <= 5;"} +{"question": "How many players in the NBA are older than 25 years old", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE > 25;"} +{"question": "What is the most common position for players under the age of 25 in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Who is the player with the highest jersey number on the Golden State Warriors", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Golden State Warriors' AND CAST(Jersey AS INTEGER) = (SELECT MAX(CAST(Jersey AS INTEGER)) FROM nba_roster WHERE TEAM = 'Golden State Warriors');"} +{"question": "Which five teams in the NBA have the largest rosters", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC LIMIT 5;"} +{"question": "What is the average salary for each position in the NBA, and which position has the highest average salary", "sql": "SELECT POS, AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY avg_salary DESC;"} +{"question": "Which team has the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "Who is the oldest player in the NBA, on average, among those with known salaries", "sql": "SELECT NAME, AVG(AGE) as avg_age FROM nba_roster WHERE SALARY!= '--' GROUP BY NAME ORDER BY avg_age DESC LIMIT 1;"} +{"question": "What is the total salary of all players in the NBA who are 25 years old or younger", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE AGE <= 25;"} +{"question": "Who is the second-highest paid player on the Memphis Grizzlies", "sql": "select name, team, salary from nba_roster where team='Memphis Grizzlies' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1 OFFSET 1;"} +{"question": "Who are the top 3 highest-paid players in the NBA", "sql": "SELECT * FROM (SELECT *, ROW_NUMBER() OVER (ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC) as row_num FROM nba_roster WHERE SALARY!= '--') AS subquery WHERE row_num <= 3;"} +{"question": "What is the average age of players for each team in the NBA", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster GROUP BY team;"} +{"question": "How many Boston Celtics players have a salary greater than $5,000,000", "sql": "SELECT COUNT(*) as count FROM nba_roster WHERE team='Boston Celtics' AND CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) > 5000000;"} +{"question": "What is the average age of the players in the NBA roster", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster;"} +{"question": "Who are the top 3 highest-paid players at each position in the NBA", "sql": "WITH ranked_positions AS (SELECT *, DENSE_RANK() OVER (PARTITION BY POS ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC) AS rank FROM nba_roster) SELECT * FROM ranked_positions WHERE rank <= 3;"} +{"question": "Who is the oldest player on the Toronto Raptors", "sql": "SELECT name, age FROM nba_roster WHERE team='Toronto Raptors' ORDER BY age DESC LIMIT 1;"} +{"question": "Which team has the oldest average age in the NBA", "sql": "SELECT Team, AVG(AGE) AS Average_Age FROM nba_roster GROUP BY Team ORDER BY Average_Age DESC LIMIT 1;"} +{"question": "What are the positions with the most players under the age of 25", "sql": "SELECT pos, COUNT(*) as num_players FROM nba_roster WHERE age < 25 GROUP BY pos;"} +{"question": "Who are the top 3 players in the NBA roster with the highest jersey numbers", "sql": "SELECT NAME, JERSEY FROM nba_roster ORDER BY JERSEY DESC LIMIT 3;"} +{"question": "What is the average height of the youngest players in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE age <= 25;"} +{"question": "What is the oldest player in the NBA", "sql": "SELECT NAME FROM nba_roster WHERE AGE = (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What are the top 5 teams with the highest average salaries in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 5;"} +{"question": "What is the highest-paid player on the same team as a Toronto Raptors player", "sql": "SELECT name, team, salary FROM nba_roster WHERE team IN (SELECT team FROM nba_roster WHERE name IN (SELECT name FROM nba_roster WHERE team='Toronto Raptors')) ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which teams have the most young players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE < 25 GROUP BY team order by num_players desc;"} +{"question": "What is the position with the most players in the age range of 22-25 in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE AGE BETWEEN 22 AND 25 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the number of players in the NBA who are older than the average age of all players in the league", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster);"} +{"question": "What is the most common position for young players in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE AGE BETWEEN 22 AND 25 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which three teams in the NBA have the largest rosters", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC LIMIT 3;"} +{"question": "What are the top 5 teams with the oldest average age of players", "sql": "SELECT Team, AVG(AGE) as average_age FROM nba_roster GROUP BY Team ORDER BY average_age DESC LIMIT 5;"} +{"question": "What age group has the most players in the NBA", "sql": "SELECT AGE, COUNT(*) as count FROM nba_roster GROUP BY AGE ORDER BY count DESC;"} +{"question": "What is the average age of players in each position in the NBA", "sql": "SELECT AVG(AGE) AS avg_age, POS FROM nba_roster GROUP BY POS ORDER BY avg_age;"} +{"question": "What are the top 3 highest-paid players from Duke University", "sql": "SELECT name, salary FROM nba_roster WHERE COLLEGE = 'Duke' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3;"} +{"question": "Which team has the most non-point guards", "sql": "SELECT name, team FROM nba_roster WHERE team IN (SELECT team FROM nba_roster WHERE POS='PG' GROUP BY team HAVING COUNT(*) > 5 ORDER BY COUNT(*) DESC LIMIT 1) AND POS!= 'PG';"} +{"question": "Who is the player with the highest jersey number on the Boston Celtics", "sql": "SELECT NAME FROM nba_roster WHERE team='Boston Celtics' AND CAST(Jersey AS INTEGER) = (SELECT MAX(CAST(Jersey AS INTEGER)) FROM nba_roster WHERE team='Boston Celtics');"} +{"question": "Which teams have the most players aged 25 or older", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE age >= 25 GROUP BY team;"} +{"question": "How many players in the NBA are older than 20 years old", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE age + (2022 - 2000) > 10;"} +{"question": "What is the average age and height of Power Forward players in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(AGE, 1, INSTR(AGE,' ') - 1) AS INTEGER)) as average_age, AVG(CAST(SUBSTR(AGE, INSTR(AGE,' ') + 1) AS FLOAT)) as average_height FROM nba_roster WHERE POS = 'PF';"} +{"question": "Which team has the most players under the age of 36", "sql": "SELECT team, COUNT(*) FROM nba_roster WHERE AGE < 3*12 GROUP BY team ORDER BY COUNT(*) DESC LIMIT 1;"} +{"question": "What is the number of players under the age of 25 with known heights for each position in the NBA", "sql": "SELECT pos, COUNT(*) as num_players FROM nba_roster WHERE AGE < 25 AND HT!= 'NA' GROUP BY pos;"} +{"question": "What is the average salary of NBA players 25 years old or younger", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE <= 25 AND SALARY!= '--';"} +{"question": "What is the most popular position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What position has the most players earning a salary above the average salary in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) > (SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) FROM nba_roster) GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which three teams in the NBA have the highest average salaries", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 3;"} +{"question": "Which five colleges have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5;"} +{"question": "Which teams have the most players who are at least 5 years older than the youngest player in the league", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE age - (SELECT MIN(age) FROM nba_roster) > 5 GROUP BY team ORDER BY num_players DESC;"} +{"question": "Who are the Boston Celtics players aged 25 or older, listed in order of their jersey number", "sql": "SELECT name FROM nba_roster WHERE team='Boston Celtics' AND age>=25 ORDER BY CAST(Jersey AS INTEGER) ASC;"} +{"question": "What is the average salary of all NBA players who are 25 years or older", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE >= 25;"} +{"question": "What is the highest-paid player on the Cleveland Cavaliers", "sql": "SELECT salary, name FROM nba_roster WHERE team='Cleveland Cavaliers' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the highest-paid player on the Toronto Raptors", "sql": "SELECT name, salary FROM nba_roster WHERE team='Toronto Raptors' AND salary!= '--' ORDER BY CAST(REPLACE(REPLACE(salary, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the highest average salary for each position in the NBA", "sql": "SELECT POS, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS max_salary FROM nba_roster GROUP BY POS;"} +{"question": "What is the average salary of all NBA players, excluding those with unknown salaries", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "Who is the youngest player on the Toronto Raptors", "sql": "SELECT NAME FROM nba_roster WHERE AGE = (SELECT MIN(AGE) FROM nba_roster WHERE TEAM = 'Toronto Raptors');"} +{"question": "What is the height of the 75th percentile of NBA players", "sql": "SELECT CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as percentile from nba_roster order by percentile limit 1 offset (SELECT COUNT(*) FROM nba_roster)*0.75;"} +{"question": "Who are the top 5 players in the NBA with the highest total value, considering both their salary and jersey number", "sql": "SELECT name, (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) + CAST(Jersey AS INTEGER)) as total_value, POS FROM nba_roster WHERE SALARY!= '--' AND Jersey!= 'NA' ORDER BY total_value DESC LIMIT 5;"} +{"question": "Which colleges have more than one player in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY COLLEGE HAVING COUNT(*) > 1;"} +{"question": "Who is the highest-paid guard on the Los Angeles Lakers", "sql": "SELECT name FROM nba_roster WHERE team='Los Angeles Lakers' AND POS='G' AND SALARY!='--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which players in the NBA are taller than 6'7", "sql": "SELECT name FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 >= 6.67;"} +{"question": "What is the average height of all players in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height from nba_roster;"} +{"question": "How many players on the Boston Celtics did not attend college", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Boston Celtics' AND COLLEGE!='--';"} +{"question": "What is the team with the most players 30 or older in the NBA", "sql": "SELECT TEAM, COUNT(*) as num_players FROM nba_roster WHERE AGE >= 30 GROUP BY TEAM ORDER BY num_players DESC LIMIT 1;"} +{"question": "What are the top 10 most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 10;"} +{"question": "What is the number of players on each team who earn more than $1,000,000 and the total number of players on each team", "sql": "SELECT team, COUNT(*) as num_players, SUM(CASE WHEN CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) > 1000000 THEN 1 ELSE 0 END) as num_players_above_1m FROM nba_roster WHERE SALARY!= '--' GROUP BY team;"} +{"question": "Who is the player with the highest average salary in the NBA", "sql": "SELECT name, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY name ORDER BY average_salary DESC LIMIT 1;"} +{"question": "Who are the top 5 players in the NBA in terms of their total value, combining their salary and jersey number", "sql": "SELECT name, (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) + CAST(Jersey AS INTEGER)) as total_value, POS FROM nba_roster WHERE SALARY!= '--' ORDER BY total_value DESC LIMIT 5;"} +{"question": "How many players are on the Toronto Raptors", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Which team has the most players over the age of 30", "sql": "SELECT Team, COUNT(*) as count FROM nba_roster WHERE CAST(AGE as INTEGER) > 30 GROUP BY Team ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average height of point guards in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as average_height FROM nba_roster WHERE POS='PG';"} +{"question": "What is the average salary of players in the NBA who are more than 5 years older than the average age of all players", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5 AND SALARY!= '--';"} +{"question": "Which five teams in the NBA have the most players on their roster", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC LIMIT 5;"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1;"} +{"question": "What is the number of players in the NBA who are 25 years old or younger", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE <= 25;"} +{"question": "What are the top 5 players who have played the most seasons in each position in the NBA", "sql": "SELECT pos, name, COUNT(*) as seasons_played FROM nba_roster WHERE SALARY!= '--' GROUP BY pos, name ORDER BY seasons_played DESC LIMIT 5;"} +{"question": "What are the average salaries for each position in the NBA, and which positions have the highest average salaries", "sql": "SELECT POS, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster GROUP BY POS ORDER BY avg_salary DESC;"} +{"question": "Which team has the most players who are significantly older than the average age of all NBA players", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5 GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the most common height range among NBA players under the age of 25", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster WHERE AGE <= 25 GROUP BY HT ORDER BY count DESC LIMIT 1;"} +{"question": "What is the breakdown of players by position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS;"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 3;"} +{"question": "What is the most common age range and position combination among NBA players", "sql": "SELECT age_range, POS, COUNT(*) AS count FROM (SELECT CASE WHEN AGE <= 25 THEN 'Young' WHEN AGE <= 30 THEN 'Established' ELSE 'Veteran' END AS age_range, POS FROM nba_roster) AS subquery GROUP BY age_range, POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the team with the tallest average height in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height desc limit 1;"} +{"question": "What is the number of the player with the highest jersey number in the NBA", "sql": "SELECT NAME, JERSEY FROM nba_roster ORDER BY CAST(JERSEY AS INTEGER) DESC LIMIT 1;"} +{"question": "How many players in the NBA are older than the sum of their jersey number and age", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE age + CAST(SUBSTR(Jersey, 1, INSTR(Jersey,' ')-1) AS INTEGER) > 5;"} +{"question": "How many players in the NBA are under the age of 25", "sql": "SELECT COUNT(*) AS under_25 FROM nba_roster WHERE AGE < 25;"} +{"question": "What are the top 5 teams in the NBA with the highest average salary", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster GROUP BY Team ORDER BY avg_salary DESC LIMIT 5;"} +{"question": "What is the average age of players who attended the same college as Otto Porter Jr.", "sql": "SELECT COLLEGE, AVG(AGE) AS avg_age FROM nba_roster WHERE COLLEGE IN (SELECT COLLEGE FROM nba_roster WHERE NAME = 'Otto Porter Jr.') GROUP BY COLLEGE;"} +{"question": "How many players in the NBA are at least 5 years older than the youngest player in the league", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT MIN(AGE) FROM nba_roster) > 5;"} +{"question": "How many players in the NBA are more than 5 years older than the average age of all players in the league", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5;"} +{"question": "What is the average salary of the Toronto Raptors players", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE team='Toronto Raptors' AND SALARY!= '--';"} +{"question": "Who is the highest-paid player on the Los Angeles Lakers who attended college", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Los Angeles Lakers' AND COLLEGE!= '--' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the position with the most players in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Who is the highest-paid player in the NBA, excluding those with unknown salaries", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster WHERE SALARY!= '--');"} +{"question": "What is the name and jersey number of the player with the highest jersey number in the NBA", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE JERSEY!= 'NA' ORDER BY CAST(JERSEY AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the average age of the players in the NBA who are at least 6 feet 7 inches tall", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 >= 6.67;"} +{"question": "What is the average age of players in the NBA who have a total of 12 years of experience or less", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE * 12 * 5 <= (SELECT SUM(AGE * 12) FROM nba_roster);"} +{"question": "Which team has the most players from the University of Michigan", "sql": "SELECT team, COUNT(*) as count FROM nba_roster WHERE COLLEGE='Michigan' GROUP BY team ORDER BY count DESC LIMIT 1;"} +{"question": "Who is the tallest Power Forward in the NBA", "sql": "SELECT POS, NAME, MAX(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS max_height FROM nba_roster WHERE POS='PF';"} +{"question": "What is the average age for each position in the NBA", "sql": "SELECT pos, AVG(AGE) AS avg_age FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') GROUP BY pos;"} +{"question": "How many players are currently on the Toronto Raptors", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Which teams in the NBA have the oldest average age among their players", "sql": "SELECT TEAM, AVG(AGE) as avg_age FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY avg_age DESC;"} +{"question": "What is the distribution of players across different positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS;"} +{"question": "How many players in the NBA have been in the league for more than 10 years longer than the average age of all players", "sql": "SELECT COUNT(*) as long_tenured_players FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster) + 10;"} +{"question": "What is the average height of all NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) as INTEGER)) FROM nba_roster;"} +{"question": "Who is the oldest player from the University of Michigan to have played in the NBA", "sql": "SELECT NAME, MAX(AGE) as oldest FROM nba_roster WHERE COLLEGE='Michigan';"} +{"question": "What are the most common colleges represented in the NBA, excluding players who did not attend college or did not disclose their college information", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE;"} +{"question": "What is the average age of all NBA players who are older than 5 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5;"} +{"question": "Who are the top 5 oldest Point Guards in the NBA", "sql": "SELECT * FROM nba_roster WHERE POS='PG' AND AGE > 25 ORDER BY AGE DESC LIMIT 5;"} +{"question": "How many players in the NBA are older than 5 years old", "sql": "SELECT COUNT(*) FROM nba_roster WHERE age > 5;"} +{"question": "How many players in the NBA have had a longer career than the average player and attended a college other than '--'", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5 AND COLLEGE!= '--';"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5;"} +{"question": "Who is the highest-paid player on the Boston Celtics who plays either Small Forward or Power Forward", "sql": "SELECT name, salary FROM nba_roster WHERE team='Boston Celtics' AND (POS='SF' OR POS='PF' OR POS='SF/PF') AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the number of players in the NBA who attended a college other than '--'?", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "How many young players in the NBA are earning a salary", "sql": "SELECT COUNT(*) as young_players FROM nba_roster WHERE AGE <= 25 AND SALARY!= '--';"} +{"question": "Who are the top 3 players with the highest total value in the NBA", "sql": "SELECT name, team, (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) + CAST(Jersey AS INTEGER)) AS total_value FROM nba_roster WHERE SALARY!= '--' AND Jersey!= 'NA' ORDER BY total_value DESC LIMIT 3;"} +{"question": "What is the average age of players on each team in the NBA, excluding those with unknown salaries", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_age ASC;"} +{"question": "Which team has the most players who attended college", "sql": "SELECT TEAM, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY TEAM ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the average age and maximum salary for each position in the NBA", "sql": "SELECT pos, AVG(AGE) as avg_age, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "How many players in the NBA are 25 years old or younger", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE <= 25;"} +{"question": "What are the top 5 players in the NBA in terms of salary-to-age ratio", "sql": "SELECT NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as salary, AGE FROM nba_roster WHERE SALARY!= '--' ORDER BY (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)/AGE) DESC LIMIT 5;"} +{"question": "What are the top 3 players with the highest jersey numbers who are not Point Guards", "sql": "SELECT jersey, name FROM nba_roster WHERE pos!= 'PG' ORDER BY CAST(Jersey AS INTEGER) DESC LIMIT 3;"} +{"question": "What is the most common college attended by NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1;"} +{"question": "Who is the tallest player in the league who plays either point guard, shooting guard, or small forward", "sql": "SELECT NAME, HT FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF') ORDER BY HT DESC LIMIT 1;"} +{"question": "What is the average salary of NBA players who attended the University of Michigan", "sql": "SELECT COLLEGE, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE COLLEGE='Michigan' GROUP BY COLLEGE;"} +{"question": "What is the tallest team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) AS INTEGER)) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1;"} +{"question": "What is the average height and age of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height, AVG(CAST(AGE AS INTEGER)) as age FROM nba_roster;"} +{"question": "What positions have more than 5 years of experience compared to the average age of all players in the NBA", "sql": "SELECT POS, COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5 GROUP BY POS;"} +{"question": "What is the second-highest paid player in the NBA", "sql": "SELECT name FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE SALARY!= '--') - 1;"} +{"question": "What is the average age of the youngest power forward in the NBA", "sql": "SELECT AVG(AGE) AS avg_age, CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 AS height FROM nba_roster WHERE POS='PF' GROUP BY height ORDER BY avg_age ASC LIMIT 1;"} +{"question": "What are the top 5 highest-paid players for each position in the NBA", "sql": "WITH ranked_positions AS (SELECT *, DENSE_RANK() OVER (PARTITION BY POS ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC) as rank FROM nba_roster WHERE SALARY!= '--') SELECT * FROM ranked_positions WHERE rank <= 5;"} +{"question": "What is the tallest player on each team in the NBA", "sql": "SELECT team, MAX(HT), name as max_height FROM nba_roster WHERE HT!= 'NA' GROUP BY team;"} +{"question": "What is the position with the oldest players in the NBA", "sql": "SELECT POS, AVG(AGE) AS avg_age FROM nba_roster GROUP BY POS ORDER BY avg_age DESC LIMIT 1;"} +{"question": "What is the average height of the players in the Boston Celtics", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS average_height FROM nba_roster WHERE team='Boston Celtics';"} +{"question": "How many Los Angeles Lakers players did not attend college", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE team='Los Angeles Lakers' AND COLLEGE!='--';"} +{"question": "What is the average salary of players on the Toronto Raptors who are 25 years or older", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE team='Toronto Raptors' AND age>=25 AND SALARY!= '--';"} +{"question": "Which teams have the most players under the age of 25", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE < 25 GROUP BY team ORDER BY num_players DESC;"} +{"question": "What are the average height and average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as avg_height, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster GROUP BY team;"} +{"question": "Who are the top 5 players in the NBA with the highest jersey numbers", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE JERSEY!= 'NA' ORDER BY CAST(JERSEY AS INTEGER) DESC LIMIT 5;"} +{"question": "Who is the highest-paid player from the University of Michigan in the NBA", "sql": "select name, salary from nba_roster where college='Michigan' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the average age and height of players for each team in the NBA", "sql": "SELECT AVG(AGE) as avg_age, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as avg_height, TEAM FROM nba_roster GROUP BY TEAM;"} +{"question": "What is the average age and height of players on teams with more than 5 players in the NBA", "sql": "SELECT TEAM, AVG(AGE) as avg_age, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as avg_height FROM nba_roster GROUP BY TEAM HAVING COUNT(*) > 5;"} +{"question": "What is the average height of NBA players by age group", "sql": "SELECT AGE, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS avg_height FROM nba_roster GROUP BY AGE;"} +{"question": "What is the average age of NBA players who play as Point Guard or Shooting Guard", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE POS = 'PG' OR POS = 'SG' OR POS = 'PG/SG' OR POS = 'SG/PG';"} +{"question": "Who are the top 4 highest-paid players in the NBA", "sql": "SELECT POS, NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as salary FROM nba_roster ORDER BY salary DESC LIMIT 5 OFFSET 0;"} +{"question": "Who is the highest-paid player on the Boston Celtics who did not attend college", "sql": "SELECT NAME FROM nba_roster WHERE team='Boston Celtics' AND COLLEGE!='--' AND SALARY=(SELECT MAX(SALARY) FROM nba_roster WHERE team='Boston Celtics' AND COLLEGE!='--');"} +{"question": "What is the average age of players in the NBA who are taller than 6 feet 7 inches", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 > 6.67;"} +{"question": "What is the 99th percentile salary in the NBA?", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*99/100-1;"} +{"question": "What is the 75th percentile salary in the NBA?", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*75/100-1;"} +{"question": "What is the 25th percentile salary in the NBA?", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*25/100-1;"} +{"question": "What is the median weight in the NBA?", "sql": "select CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What is the average weight in the NBA?", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster;"} +{"question": "What is the median height in the NBA?", "sql": "select CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What is the average height in the NBA?", "sql": "select AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster;"} +{"question": "Can you tell me how many players are in the NBA?", "sql": "select count(*) from nba_roster;"} +{"question": "Would you please let me know what the highest paid players are for each position?", "sql": "SELECT name, pos, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "Is Jalen Johnson 23 years old?", "sql": "Select name, age from nba_roster where name='Jalen Johnson';"} +{"question": "Who is the oldest player on the Brooklyn Nets?", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MAX(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "Who has the higest salary on the Memphis Grizzlies?", "sql": "select salary, name from nba_roster where team='Memphis Grizzlies' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which player has the higest salary on the Cleveland Cavaliers?", "sql": "select salary, name from nba_roster where team='Cleveland Cavaliers' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid center on the Dallas Mavericks?", "sql": "select salary, name from nba_roster where team='Dallas Mavericks' and POS='C' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How much is Marcus Smart getting paid?", "sql": "select salary from nba_roster where name='Marcus Smart';"} +{"question": "What's the average age of the Trail Blazers?", "sql": "select avg(age) from nba_roster where team='Portland Trail Blazers';"} +{"question": "What's the median age of the NBA?", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What's the median age of the Miami Heat?", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster where team='Miami Heat' order by percentile limit 1 offset (select count(*) from nba_roster where team='Miami Heat')/2;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "What is the average salary of Power Forward players in the NBA", "sql": "select avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary from nba_roster where POS = 'PF';"} diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/archive/generated_queries_v2_large_filtered_cleaned.jsonl b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/archive/generated_queries_v2_large_filtered_cleaned.jsonl new file mode 100644 index 000000000..824e96471 --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/archive/generated_queries_v2_large_filtered_cleaned.jsonl @@ -0,0 +1,128 @@ +{"question": "How many players are on each team in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team;"} +{"question": "Who is the tallest player in the NBA roster", "sql": "SELECT name, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster GROUP BY name ORDER BY height DESC LIMIT 1;"} +{"question": "What is the average age of NBA players", "sql": "SELECT AVG(AGE) FROM nba_roster;"} +{"question": "Who is the heaviest player in the NBA", "sql": "SELECT NAME, WT FROM nba_roster WHERE WT!= 'NA' ORDER BY CAST(SUBSTR(WT, 1, INSTR(WT,' ')-1) AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the total salary of all players in the NBA who are at least 6 feet 7 inches tall", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 >= 6.67;"} +{"question": "Which three teams have the most players from a particular college", "sql": "SELECT team, COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team, COLLEGE ORDER BY num_players DESC LIMIT 3;"} +{"question": "What is the total salary for each team in the NBA, excluding teams with missing salary data", "sql": "SELECT team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY total_salary DESC;"} +{"question": "Which team has the most players under the age of 25", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE <= 25 GROUP BY team ORDER BY num_players DESC;"} +{"question": "What is the average age of players in the NBA who are older than 5 years", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE * 12 > 60;"} +{"question": "What team pays its players the most, on average", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "Who is the highest paid center on the Dallas Mavericks who is older than 5 years old", "sql": "SELECT name, salary FROM nba_roster WHERE team='Dallas Mavericks' AND POS='C' AND SALARY!= '--' AND age > 5 ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest-paid Power Forward on the Chicago Bulls", "sql": "SELECT name, salary FROM nba_roster WHERE team='Chicago Bulls' AND POS='PF' AND SALARY!='--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How many players are currently on the Toronto Raptors' roster", "sql": "SELECT COUNT(*) FROM nba_roster WHERE Team = 'Toronto Raptors';"} +{"question": "How many players in the NBA are over the age of 30", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE > 30;"} +{"question": "What is the most common position among players 25 or older in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE AGE >= 25 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the jersey number of the player with the 75th percentile of jersey numbers in the NBA", "sql": "SELECT CAST(Jersey AS INTEGER) as percentile FROM nba_roster ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster) * 0.75;"} +{"question": "What is the most common position among the Toronto Raptors players", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE team='Toronto Raptors' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which team has the heaviest average weight", "sql": "SELECT team, AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')-1) AS INTEGER) + CAST(SUBSTR(WT, INSTR(WT,' ')+1) AS FLOAT)/16) as average_weight FROM nba_roster WHERE WT!= 'NA' GROUP BY team ORDER BY average_weight DESC LIMIT 1;"} +{"question": "Who are the top 3 highest-paid Power Forwards in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE POS = 'PF' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3;"} +{"question": "Which teams have the smallest rosters and what is the average age of their players", "sql": "SELECT team, COUNT(*) AS roster_size, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY roster_size ASC;"} +{"question": "Which team has the highest average salary for players who attended college", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as salary FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team ORDER BY salary DESC LIMIT 1;"} +{"question": "Which team has the shortest average height among players 25 years old or younger", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE AGE <= 25 GROUP BY team ORDER BY height ASC LIMIT 1;"} +{"question": "Which three teams have the tallest players on average", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE HT!= 'NA' GROUP BY team ORDER BY average_height DESC LIMIT 3;"} +{"question": "Who are the top 3 players in the league by salary, excluding those who did not attend college", "sql": "SELECT name, SALARY FROM nba_roster WHERE COLLEGE!= '--' ORDER BY CAST(SUBSTRING(SALARY, 2) AS INTEGER) DESC LIMIT 3;"} +{"question": "Which five teams have the oldest average age among their players", "sql": "SELECT TEAM, AVG(AGE) as avg_age FROM nba_roster WHERE POS!= '--' GROUP BY TEAM ORDER BY avg_age DESC LIMIT 5;"} +{"question": "Which three teams in the NBA have the highest average salary among their players", "sql": "SELECT team, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 3;"} +{"question": "Who is the highest-paid player in the NBA who did not attend college", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' AND COLLEGE = '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the average age of players in the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE TEAM = 'Toronto Raptors';"} +{"question": "What is the player with the highest jersey number that is not 'NA'", "sql": "SELECT MAX(Jersey) as jersey_num, name FROM nba_roster WHERE Jersey!= 'NA' GROUP BY name ORDER BY jersey_num DESC LIMIT 1;"} +{"question": "Who is the youngest player in the NBA", "sql": "SELECT name FROM nba_roster ORDER BY AGE ASC LIMIT 1;"} +{"question": "What is the number of players in the NBA who are older than 5 years old", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE > 5;"} +{"question": "Who is the highest-paid player on the Los Angeles Lakers", "sql": "SELECT name, salary FROM nba_roster WHERE team='Los Angeles Lakers' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which colleges tend to produce the oldest players in the NBA", "sql": "SELECT COLLEGE, AVG(AGE) AS average_age FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY average_age DESC;"} +{"question": "What percentage of players in the NBA play each position", "sql": "SELECT POS, COUNT(*) as count, ROUND(COUNT(*)*100.0/(SELECT COUNT(*) FROM nba_roster),2) as percentage FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY percentage DESC;"} +{"question": "What are the top 10 teams with the most players in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC LIMIT 10;"} +{"question": "What is the average age of players in the NBA who are older than the average age of all players in the league plus 5 years", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster) + 5;"} +{"question": "Which team has the most players who are older than the average age of all players in the NBA plus 5 years", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster) + 5 GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What are the average height and weight for each team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as avg_height, AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) as avg_weight FROM nba_roster GROUP BY team;"} +{"question": "What are the top 3 teams with the highest average salary", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster GROUP BY Team ORDER BY avg_salary DESC LIMIT 3;"} +{"question": "What position has the most players in the NBA roster", "sql": "SELECT POS, COUNT(*) AS count, POS FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the age of the 75th percentile of NBA players", "sql": "SELECT age FROM nba_roster WHERE AGE!= '--' ORDER BY age LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE AGE!= '--')*75/100-1;"} +{"question": "What is the average age and salary of NBA players, excluding those with unknown salaries", "sql": "SELECT AVG(AGE) AS average_age, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the average age of players in each position group in the NBA", "sql": "SELECT POS, AVG(AGE) AS avg_age FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') GROUP BY POS;"} +{"question": "What team has the most players at the point guard position", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE POS='PG' GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the name of the heaviest player on the Los Angeles Lakers", "sql": "SELECT name FROM nba_roster WHERE team='Los Angeles Lakers' AND WT=(SELECT MAX(WT) FROM nba_roster WHERE team='Los Angeles Lakers');"} +{"question": "Who are the top 5 players in the NBA in terms of salary-to-age ratio", "sql": "SELECT name, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as salary, AGE FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)/AGE DESC LIMIT 5;"} +{"question": "Which NBA teams have the most players who attended college", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!='--' GROUP BY team ORDER BY num_players DESC;"} +{"question": "What is the highest paid player for each position in the NBA", "sql": "SELECT pos, name, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY pos ORDER BY pos;"} +{"question": "Which NBA teams have the most players", "sql": "SELECT Team, COUNT(*) as count FROM nba_roster GROUP BY Team ORDER BY count DESC;"} +{"question": "What is the position with the most players under the age of 25 in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What players in the NBA have a height greater than or equal to 6 feet 7 inches", "sql": "SELECT NAME FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 >= 6.67;"} +{"question": "Who are the top 3 highest-paid players under the age of 25 in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE AGE < 25 ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3;"} +{"question": "What are the names of all the players on the Toronto Raptors who are 25 years or older", "sql": "SELECT name FROM nba_roster WHERE age >= 25 AND team = 'Toronto Raptors';"} +{"question": "What is the position with the shortest average height in the NBA", "sql": "SELECT pos, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height, COUNT(*) as count FROM nba_roster GROUP BY pos ORDER BY height ASC LIMIT 1;"} +{"question": "What is the average age of the players on the Memphis Grizzlies", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Memphis Grizzlies';"} +{"question": "What are the average ages of the players on each NBA team, listed from youngest to oldest", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC;"} +{"question": "What is the average age and height for each position in the NBA", "sql": "SELECT POS, AVG(AGE) AS avg_age, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS avg_height FROM nba_roster GROUP BY POS;"} +{"question": "What is the highest-paid player in the NBA", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTR(SALARY, 2) AS INTEGER) DESC LIMIT 1;"} +{"question": "Which team has the most players 25 or older", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE >= 25 GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the average age of NBA players who are at least 6 feet 7 inches tall", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 >= 6.67;"} +{"question": "What are all the players in the NBA whose last name is Johnson", "sql": "SELECT * FROM nba_roster WHERE NAME LIKE '%Johnson';"} +{"question": "What is the average salary for players from each college, and which colleges produce the most highly paid NBA players", "sql": "SELECT COLLEGE, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY avg_salary DESC;"} +{"question": "Who are the top 3 highest-paid players on the Los Angeles Lakers", "sql": "SELECT name, SALARY FROM nba_roster WHERE team='Los Angeles Lakers' ORDER BY CAST(SUBSTRING(SALARY, 2) AS INTEGER) DESC LIMIT 3;"} +{"question": "What is the average height of all NBA players who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as average_height FROM nba_roster WHERE AGE <= 25;"} +{"question": "What college has the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS COUNT FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY COUNT(*) DESC LIMIT 1;"} +{"question": "Who are the 25-year-old players on the Toronto Raptors", "sql": "SELECT name FROM nba_roster WHERE team='Toronto Raptors' AND age=25;"} +{"question": "Who is the highest-paid player in the NBA who attended college", "sql": "SELECT name, SALARY FROM nba_roster WHERE COLLEGE!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What college and position combination has the most players in the NBA", "sql": "SELECT COLLEGE, POS, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE, POS ORDER BY count DESC LIMIT 1;"} +{"question": "Who is the heaviest player in the NBA roster", "sql": "SELECT name, WT, CAST(SUBSTR(WT, 1, INSTR(WT,' ')-1) AS INTEGER) as weight FROM nba_roster WHERE WT!= 'NA' ORDER BY weight DESC LIMIT 1;"} +{"question": "What is the average height of players on each team, excluding those under 25 and with unknown heights", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as avg_height FROM nba_roster WHERE HT!= 'NA' AND age > 25 GROUP BY team;"} +{"question": "What is the average salary of NBA players over the age of 25", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE > 25 AND SALARY!= '--';"} +{"question": "What are the 5 oldest players in the NBA", "sql": "SELECT NAME, AGE FROM nba_roster WHERE AGE != '--' ORDER BY AGE DESC LIMIT 5;"} +{"question": "Which team has the most players over the age of 5 in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE age > 5 GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "Who is the highest-paid player in the NBA, excluding those under the age of 6 and those with unknown salaries", "sql": "SELECT name, team FROM nba_roster WHERE age > 5 AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the average height and weight of players on each NBA team", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as avg_height, AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) AS INTEGER)) as avg_weight FROM nba_roster GROUP BY team;"} +{"question": "Which positions in the NBA have the most players and which positions have the oldest players on average", "sql": "SELECT POS, COUNT(*) as count, AVG(AGE) as average_age FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the position with the tallest players in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as avg_height FROM nba_roster GROUP BY POS ORDER BY avg_height DESC LIMIT 1;"} +{"question": "What are the top 3 tallest players in the NBA", "sql": "SELECT NAME, HT, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster GROUP BY NAME, HT ORDER BY height DESC LIMIT 3;"} +{"question": "Who is the highest-paid player on the Toronto Raptors with a jersey number greater than 10", "sql": "SELECT name, salary FROM nba_roster WHERE team='Toronto Raptors' AND CAST(Jersey AS INTEGER) > 10 AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which teams have the most players in their roster", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC;"} +{"question": "What is the average salary of all NBA players, excluding those who are not paid or have an unknown position", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' AND POS!= 'NA';"} +{"question": "Which team has invested the most in young talent, with an average salary for players 5 years or less younger than the average age of all players", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE <= (SELECT AVG(AGE) FROM nba_roster) * 5 GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "Which 5 teams have the most players who have publicly disclosed their college information", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team ORDER BY num_players DESC LIMIT 5;"} +{"question": "What is the average age of players by position in the NBA", "sql": "SELECT POS, AVG(AGE) as average_age FROM nba_roster GROUP BY POS ORDER BY average_age ASC;"} +{"question": "What is the average height of the tallest positions in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as avg_height FROM nba_roster GROUP BY POS ORDER BY avg_height DESC;"} +{"question": "What is the number of players on the Chicago Bulls who are 25 years old or younger", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Chicago Bulls' AND AGE <= 25;"} +{"question": "What are the average heights for each position in the NBA, and which position has the tallest players on average", "sql": "SELECT pos, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as avg_height, COUNT(*) as count FROM nba_roster WHERE HT!= 'NA' GROUP BY pos ORDER BY avg_height DESC;"} +{"question": "Which team has the oldest average age among its guards and forwards", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') GROUP BY team ORDER BY average_age DESC LIMIT 1;"} +{"question": "Who is the pointguard for the Golden State Warriors?", "sql": "select name from nba_roster where team='Golden State Warriors' and POS='PG';"} +{"question": "What is the number of players on the Chicago Bulls who are 25 years old or younger", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Chicago Bulls' AND AGE <= 25;"} +{"question": "Who is the highest-paid player on the Los Angeles Lakers", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE team='Los Angeles Lakers' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid player in the NBA?", "sql": "SELECT NAME, salary FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What team is LaMelo Ball on?", "sql": "select team from nba_roster where name='LaMelo Ball';"} +{"question": "How much does Lonzo Ball weigh?", "sql": "select wt from nba_roster where name='Lonzo Ball';"} +{"question": "What college sent the most players to the current NBA?", "sql": "select college from nba_roster where college != '--' group by college order by count(*) desc limit 1;"} +{"question": "How old is Lebron James?", "sql": "select age from nba_roster where name='LeBron James';"} +{"question": "What is the most popular jersey number in the current NBA?", "sql": "select Jersey from nba_roster where Jersey != 'NA' group by Jersey order by count(*) desc limit 1;"} +{"question": "Can you give me a list of all the players without college data?", "sql": "SELECT name FROM nba_roster WHERE COLLEGE IS NULL OR COLLEGE = '--';"} +{"question": "What team has the smallest roster?", "sql": "select team from nba_roster group by team order by count(*) asc limit 1;"} +{"question": "What team has the largest roster?", "sql": "select team, count(*) from nba_roster group by team order by count(*) desc limit 1;"} +{"question": "What team is paying its players the most in total?", "sql": "select team, sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) from nba_roster group by team order by sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) desc limit 1;"} +{"question": "Which team is paying its players the least?", "sql": "select team from nba_roster group by team order by sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) asc limit 1;"} +{"question": "Which team is on average the tallest?", "sql": "select team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height desc limit 1;"} +{"question": "Which team is on average the shortest?", "sql": "select team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height asc limit 1;"} +{"question": "Who are the tallest 5 centers in the league?", "sql": "SELECT name, HT FROM nba_roster WHERE POS = 'C' ORDER BY HT DESC LIMIT 5;"} +{"question": "Who are the top 5 highest paid power forwards in the league?", "sql": "SELECT NAME, salary FROM nba_roster WHERE POS = 'PF' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the median salary in the NBA?", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*50/100-1;"} +{"question": "What is the average salary in the NBA?", "sql": "SELECT avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the 99th percentile salary in the NBA?", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*99/100-1;"} +{"question": "What is the 75th percentile salary in the NBA?", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*75/100-1;"} +{"question": "What is the 25th percentile salary in the NBA?", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*25/100-1;"} +{"question": "What is the median weight in the NBA?", "sql": "select CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What is the average weight in the NBA?", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster;"} +{"question": "What is the median height in the NBA?", "sql": "select CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What is the average height in the NBA?", "sql": "select AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster;"} +{"question": "Can you tell me how many players are in the NBA?", "sql": "select count(*) from nba_roster;"} +{"question": "Would you please let me know what the highest paid players are for each position?", "sql": "SELECT name, pos, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "Is Jalen Johnson 23 years old?", "sql" : "Select name, age from nba_roster where name='Jalen Johnson';"} +{"question": "Who is the oldest player on the Brooklyn Nets?", "sql" : "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MAX(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "Who has the higest salary on the Memphis Grizzlies?", "sql" : "select salary, name from nba_roster where team='Memphis Grizzlies' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which player has the higest salary on the Cleveland Cavaliers?", "sql" : "select salary, name from nba_roster where team='Cleveland Cavaliers' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid center on the Dallas Mavericks?", "sql" : "select salary, name from nba_roster where team='Dallas Mavericks' and POS='C' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How much is Marcus Smart getting paid?", "sql" : "select salary from nba_roster where name='Marcus Smart';"} +{"question": "What's the average age of the Trail Blazers?", "sql" : "select avg(age) from nba_roster where team='Portland Trail Blazers';"} +{"question": "What's the median age of the NBA?", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What's the median age of the Miami Heat?", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster where team='Miami Heat' order by percentile limit 1 offset (select count(*) from nba_roster where team='Miami Heat')*50/100-1;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "What is the average salary of Power Forward players in the NBA", "sql": "select avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary from nba_roster where POS = 'PF';"} \ No newline at end of file diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries.jsonl b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries.jsonl new file mode 100644 index 000000000..0f0eb4b1c --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries.jsonl @@ -0,0 +1,159 @@ +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12) as average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the oldest players on each team with a roster size of 6 or more", "sql": "SELECT NAME FROM nba_roster WHERE AGE IN (SELECT MAX(AGE) FROM nba_roster WHERE TEAM IN (SELECT TEAM FROM nba_roster GROUP BY TEAM HAVING COUNT(*) > 5))"} +{"question": "What is the average height of the players on the Toronto Raptors", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the highest-paid Toronto Raptors player who attended college", "sql": "SELECT name, salary FROM nba_roster WHERE team='Toronto Raptors' AND COLLEGE!='--' AND SALARY!='--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster WHERE HT IS NOT NULL GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS average_height FROM nba_roster"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the position with the most players in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of players on each NBA team, excluding players with unknown heights", "sql": "SELECT TEAM, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) as avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY TEAM ORDER BY avg_height DESC"} +{"question": "What are the 5 most common heights among NBA players", "sql": "SELECT HT, COUNT(*) AS count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 5"} +{"question": "What are the top 5 colleges with the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "Which players in the NBA have attended the most colleges", "sql": "SELECT NAME, COLLEGE, COUNT(*) as num_colleges FROM nba_roster WHERE COLLEGE!= '--' GROUP BY NAME, COLLEGE ORDER BY num_colleges DESC;"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT * FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "What is the average height of players on each NBA team", "sql": "SELECT team, AVG(CAST(SUBSTRING(HT, 1, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) / 12.0) as avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY team"} +{"question": "Who are the top 3 highest-paid players in the NBA", "sql": "SELECT name, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY name ORDER BY total_salary DESC LIMIT 3"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the total salary of all players in the NBA who are 6'8", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "How many players in the NBA have a non-null salary and college information, and play one of the five main positions", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') AND SALARY!= '--' AND COLLEGE!= '--'"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster;"} +{"question": "What is the average salary of NBA players who are at least 5 years old", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE > 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common age range among NBA players", "sql": "SELECT AGE, COUNT(*) AS count FROM nba_roster GROUP BY AGE ORDER BY count DESC LIMIT 1"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the average salary of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) FROM nba_roster WHERE SALARY!= '--';"} +{"question": "How many players in the NBA are 68 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What is the average salary of Power Forwards in the NBA who are at least 25 years old", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE >= 25 AND POS = 'PF';"} +{"question": "What is the average age of 6-foot Power Forwards in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) = 6 AND POS='PF';"} +{"question": "What is the heaviest Power Forward in the NBA", "sql": "SELECT NAME, AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) AS INTEGER)) AS avg_weight FROM nba_roster WHERE POS='PF' GROUP BY NAME ORDER BY avg_weight DESC LIMIT 1"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team"} +{"question": "What is the average height of NBA players who are 25 years old or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE age >= 25"} +{"question": "What are the top 3 teams with the highest average salaries in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 3"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the names of the players in the NBA who are exactly 6 feet 8 inches tall", "sql": "SELECT NAME, HT FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68 ORDER BY HT ASC;"} +{"question": "What is the college with the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the average height of NBA players who have a recorded height", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "What is the average salary of NBA players who are 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) as INTEGER)) FROM nba_roster WHERE CAST(AGE as INTEGER) >= 25"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team"} +{"question": "What is the average salary for each position in the NBA, excluding players with unknown salaries", "sql": "SELECT POS, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) as INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What are the top 3 positions with the highest total salary expenditure in the NBA", "sql": "SELECT pos, name, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY pos ORDER BY total_salary DESC LIMIT 3"} +{"question": "Which colleges have the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What is the age range of players on each team in the NBA", "sql": "SELECT team, MIN(AGE) as youngest_player, MAX(AGE) as oldest_player FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "Which team has the most players who are 6'8", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68 GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "How many players in the NBA are over the age of 25", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE > 25"} +{"question": "What is the average height of NBA players under the age of 25", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE AGE <= 25"} +{"question": "What is the total salary of all players in the NBA who are more than 5 years older than the average age of all players", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE (AGE - (SELECT AVG(AGE) FROM nba_roster)) > 5"} +{"question": "What is the median weight in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the top 5 teams with the oldest average age of players", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the average salary of the Los Angeles Lakers players", "sql": "SELECT AVG(CAST(SALARY AS INTEGER) ) AS average_salary FROM nba_roster WHERE team='Los Angeles Lakers';"} +{"question": "What is the college that has produced the most players currently playing for the Boston Celtics", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE team='Boston Celtics' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What college has the most players in the NBA who are 30 years old or older", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE AGE >= 30 GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA are at least 5 years older than the youngest player in the league", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT MIN(AGE) FROM nba_roster) > 5"} +{"question": "What are the 5 colleges that have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What are the teams with the highest average salaries in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster"} +{"question": "What is the average salary of all NBA players", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Which three teams have the most players from a single college", "sql": "SELECT team, COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY team, COLLEGE ORDER BY num_players DESC LIMIT 3"} +{"question": "What is the average salary of NBA players 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) FROM nba_roster WHERE AGE >= 25"} +{"question": "What is the total salary of all NBA players", "sql": "SELECT SUM(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)*1000000) FROM nba_roster"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS num_players FROM nba_roster GROUP BY POS;"} +{"question": "What is the average salary for each age group in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary, AGE as age_group FROM nba_roster WHERE SALARY!= '--' GROUP BY AGE ORDER BY age_group"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "What is the most common position for players under the age of 25 in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA are 5 years or younger than the oldest player in the league", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 5 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the most common heights in the NBA", "sql": "SELECT HT, COUNT(*) AS frequency FROM nba_roster GROUP BY HT ORDER BY frequency DESC LIMIT 5"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average salary for each team in the NBA, excluding teams with unknown salaries", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY average_salary DESC"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Who is the highest paid player in the NBA", "sql": "SELECT name, salary FROM nba_roster WHERE salary!= '--' ORDER BY CAST(REPLACE(REPLACE(salary, '$', ''), ',', '') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average age of players who are 6'8", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) = 68"} +{"question": "What is the average age of the players in the NBA who are more than 5 years older than the average age of all players", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE + (SELECT AVG(AGE) FROM nba_roster) > 5*12"} +{"question": "What is the average age of the players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE > 5*12"} +{"question": "What are the top colleges that produce the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "How many players in the NBA are 6'8", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster GROUP BY Team"} +{"question": "What are the top colleges represented in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the 5 teams with the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common height in the NBA", "sql": "SELECT SUBSTR(HT, 1, INSTR(HT,'')-1) as height, COUNT(*) as count FROM nba_roster GROUP BY SUBSTR(HT, 1, INSTR(HT,'')-1) ORDER BY count DESC LIMIT 1"} +{"question": "What is the position with the most players in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the 75th percentile salary in the NBA", "sql": "SELECT HT, AVG(WT) as avg_weight FROM nba_roster WHERE HT IS NOT NULL AND WT IS NOT NULL GROUP BY HT ORDER BY avg_weight DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary of NBA players who are older than 25 years old", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE > 25"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE TEAM = 'Toronto Raptors';"} +{"question": "What is the average height of the players on the Los Angeles Lakers", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,'')+1) AS FLOAT)/12) AS height FROM nba_roster WHERE TEAM = 'Los Angeles Lakers';"} +{"question": "What is the position with the most players in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5"} +{"question": "How many players on each team have a height of 6'8", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68 GROUP BY team"} +{"question": "What is the 99th percentile salary in the NBA?", "answer": "46741590", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*99/100-1;"} +{"question": "What is the 75th percentile salary in the NBA?", "answer": "13932008", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*75/100-1;"} +{"question": "What is the 25th percentile salary in the NBA?", "answer": "2413304", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*25/100-1;"} +{"question": "What is the median weight in the NBA?", "answer": "215", "sql": "select CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What is the average weight in the NBA?", "answer": "214.98", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster;"} +{"question": "What is the median height in the NBA?", "answer": "6.58333333333333", "sql": "select CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What is the average height in the NBA?", "answer": "6.54986111111111", "sql": "select AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster;"} +{"question": "Can you tell me how many players are in the NBA?", "answer": "600", "sql": "select count(*) from nba_roster;"} +{"question": "Would you please let me know what the highest paid players are for each position?", "answer": "The highest paid players are Nikola Jokic (C), Paul George (F), Norman Powell (G), Kevin Durant (PF), Stephen Curry (PG), LeBron James (SF), Bradley Beal (SG).", "sql": "SELECT name, pos, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "Is Jalen Johnson 23 years old?", "answer": "No, Jalen Johnson is 21 years old", "sql": "Select name, age from nba_roster where name='Jalen Johnson';"} +{"question": "Who is the oldest player on the Brooklyn Nets?", "answer": "Spencer Dinwiddie, Dorian Finney-Smith, Royce O'Neale", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MAX(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "Who has the higest salary on the Memphis Grizzlies?", "answer": "Ja Morant", "sql": "select salary, name from nba_roster where team='Memphis Grizzlies' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which player has the higest salary on the Cleveland Cavaliers?", "answer": "Darius Garland", "sql": "select salary, name from nba_roster where team='Cleveland Cavaliers' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid center on the Dallas Mavericks?", "answer": "Dereck Lively II", "sql": "select salary, name from nba_roster where team='Dallas Mavericks' and POS='C' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How much is Marcus Smart getting paid?", "answer": "$18,833,712", "sql": "select salary from nba_roster where name='Marcus Smart';"} +{"question": "What's the average age of the Trail Blazers?", "answer": "24", "sql": "select avg(age) from nba_roster where team='Portland Trail Blazers';"} +{"question": "What's the median age of the NBA?", "answer": "25", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What's the median age of the Miami Heat?", "answer": "26", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster where team='Miami Heat' order by percentile limit 1 offset (select count(*) from nba_roster where team='Miami Heat')/2;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "answer": "Golden State Warriors, Milwaukee Bucks, Miami Heat, LA Clippers, Phoenix Suns", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "What is the average salary of Power Forward players in the NBA", "answer": "$10948045", "sql": "select avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary from nba_roster where POS = 'PF';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster;"} +{"question": "What is the average salary of NBA players who are at least 5 years old", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE > 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common age range among NBA players", "sql": "SELECT AGE, COUNT(*) AS count FROM nba_roster GROUP BY AGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the median weight in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA are at least 5 years older than the youngest player in the league", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT MIN(AGE) FROM nba_roster) > 5"} +{"question": "What are the 5 colleges that have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the 99th percentile salary in the NBA?", "answer": "46741590", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*99/100-1;"} +{"question": "What is the 75th percentile salary in the NBA?", "answer": "13932008", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*75/100-1;"} +{"question": "What is the 25th percentile salary in the NBA?", "answer": "2413304", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*25/100-1;"} +{"question": "What is the median weight in the NBA?", "answer": "215", "sql": "select CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What is the average weight in the NBA?", "answer": "214.98", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster;"} +{"question": "What is the median height in the NBA?", "answer": "6.58333333333333", "sql": "select CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What is the average height in the NBA?", "answer": "6.54986111111111", "sql": "select AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster;"} +{"question": "Can you tell me how many players are in the NBA?", "answer": "600", "sql": "select count(*) from nba_roster;"} +{"question": "Would you please let me know what the highest paid players are for each position?", "answer": "The highest paid players are Nikola Jokic (C), Paul George (F), Norman Powell (G), Kevin Durant (PF), Stephen Curry (PG), LeBron James (SF), Bradley Beal (SG).", "sql": "SELECT name, pos, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "Is Jalen Johnson 23 years old?", "answer": "No, Jalen Johnson is 21 years old", "sql": "Select name, age from nba_roster where name='Jalen Johnson';"} +{"question": "Who is the oldest player on the Brooklyn Nets?", "answer": "Spencer Dinwiddie, Dorian Finney-Smith, Royce O'Neale", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MAX(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "Who has the higest salary on the Memphis Grizzlies?", "answer": "Ja Morant", "sql": "select salary, name from nba_roster where team='Memphis Grizzlies' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which player has the higest salary on the Cleveland Cavaliers?", "answer": "Darius Garland", "sql": "select salary, name from nba_roster where team='Cleveland Cavaliers' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid center on the Dallas Mavericks?", "answer": "Dereck Lively II", "sql": "select salary, name from nba_roster where team='Dallas Mavericks' and POS='C' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How much is Marcus Smart getting paid?", "answer": "$18,833,712", "sql": "select salary from nba_roster where name='Marcus Smart';"} +{"question": "What's the average age of the Trail Blazers?", "answer": "24", "sql": "select avg(age) from nba_roster where team='Portland Trail Blazers';"} +{"question": "What's the median age of the NBA?", "answer": "25", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What's the median age of the Miami Heat?", "answer": "26", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster where team='Miami Heat' order by percentile limit 1 offset (select count(*) from nba_roster where team='Miami Heat')/2;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "answer": "Golden State Warriors, Milwaukee Bucks, Miami Heat, LA Clippers, Phoenix Suns", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "What is the average salary of Power Forward players in the NBA", "answer": "$10948045", "sql": "select avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary from nba_roster where POS = 'PF';"} diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_large.jsonl b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_large.jsonl new file mode 100644 index 000000000..5601bef59 --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_large.jsonl @@ -0,0 +1,1149 @@ +{"question": "What college has the most players in the NBA who are 30 years old or older", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE AGE >= 30 GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the total salary of all NBA players", "sql": "SELECT SUM(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)*1000000) FROM nba_roster"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS num_players FROM nba_roster GROUP BY POS;"} +{"question": "What is the average salary for each age group in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary, AGE as age_group FROM nba_roster WHERE SALARY!= '--' GROUP BY AGE ORDER BY age_group"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "How many players in the NBA attended college", "sql": "SELECT COUNT(*) AS num_college_players FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "What are the top 3 colleges with the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 3"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster WHERE HT IS NOT NULL GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS average_height FROM nba_roster"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA roster who have a recorded age", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the average height of NBA players who have a recorded height", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What are the top 3 positions with the highest total salary expenditure in the NBA", "sql": "SELECT pos, name, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY pos ORDER BY total_salary DESC LIMIT 3"} +{"question": "Which colleges have the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What is the age range of players on each team in the NBA", "sql": "SELECT team, MIN(AGE) as youngest_player, MAX(AGE) as oldest_player FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "What are the teams with the highest average salaries in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster"} +{"question": "What are the 5 colleges that have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "How many players in the NBA have a non-null salary and college information, and play one of the five main positions", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') AND SALARY!= '--' AND COLLEGE!= '--'"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the college with the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary of Power Forwards in the NBA who are at least 25 years old", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE >= 25 AND POS = 'PF';"} +{"question": "What is the average age of 6-foot Power Forwards in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) = 6 AND POS='PF';"} +{"question": "What is the name of the player with the highest average weight among Power Forwards in the NBA", "sql": "SELECT NAME, AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) AS INTEGER)) AS avg_weight FROM nba_roster WHERE POS='PF' GROUP BY NAME ORDER BY avg_weight DESC LIMIT 1"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the total salary of all players in the NBA who are 6'8", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12) as average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average salary of all NBA players", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Which three teams have the most players from a single college", "sql": "SELECT team, COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY team, COLLEGE ORDER BY num_players DESC LIMIT 3"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA are at least 5 years older than the youngest player in the league", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT MIN(AGE) FROM nba_roster) > 5"} +{"question": "What is the average salary of NBA players who are 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) as INTEGER)) FROM nba_roster WHERE CAST(AGE as INTEGER) >= 25"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team"} +{"question": "What is the average salary for each position in the NBA, excluding players with unknown salaries", "sql": "SELECT POS, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) as INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the oldest players on each team with a roster size of 6 or more", "sql": "SELECT NAME FROM nba_roster WHERE AGE IN (SELECT MAX(AGE) FROM nba_roster WHERE TEAM IN (SELECT TEAM FROM nba_roster GROUP BY TEAM HAVING COUNT(*) > 5))"} +{"question": "What is the average height of the players on the Toronto Raptors", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the highest-paid Toronto Raptors player who attended college", "sql": "SELECT name, salary FROM nba_roster WHERE team='Toronto Raptors' AND COLLEGE!='--' AND SALARY!='--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the median weight in the NBA", "sql": "SELECT NAME, COLLEGE, COUNT(*) as num_colleges FROM nba_roster WHERE COLLEGE!= '--' GROUP BY NAME, COLLEGE ORDER BY num_colleges DESC;"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT * FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "What is the average height of players on each NBA team", "sql": "SELECT team, AVG(CAST(SUBSTRING(HT, 1, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) / 12.0) as avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY team"} +{"question": "Who are the top 3 highest-paid players in the NBA", "sql": "SELECT name, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY name ORDER BY total_salary DESC LIMIT 3"} +{"question": "What is the average salary of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) FROM nba_roster WHERE SALARY!= '--';"} +{"question": "How many players in the NBA are 68 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What are the top 5 teams with the oldest average age of players", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the average salary of the Los Angeles Lakers players", "sql": "SELECT AVG(CAST(SALARY AS INTEGER) ) AS average_salary FROM nba_roster WHERE team='Los Angeles Lakers';"} +{"question": "What is the college that has produced the most players currently playing for the Boston Celtics", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE team='Boston Celtics' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position for players under the age of 25 in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of players on each NBA team, excluding players with unknown heights", "sql": "SELECT TEAM, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) as avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY TEAM ORDER BY avg_height DESC"} +{"question": "What are the 5 most common heights among NBA players", "sql": "SELECT HT, COUNT(*) AS count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 5"} +{"question": "What are the top 5 colleges with the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What are the names of the players in the NBA who are exactly 6 feet 8 inches tall", "sql": "SELECT NAME, HT FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68 ORDER BY HT ASC;"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team"} +{"question": "What is the average height of NBA players who are 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE age >= 25"} +{"question": "What are the top 3 teams with the highest average salaries in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 3"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the position with the most players in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster;"} +{"question": "What is the average salary of NBA players who are at least 5 years old", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE > 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common age range among NBA players", "sql": "SELECT AGE, COUNT(*) AS count FROM nba_roster GROUP BY AGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary of NBA players who are 25 years old or older", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE > 25"} +{"question": "What is the average age of the players in the NBA who are more than 5 years older than the average age of all players", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE + (SELECT AVG(AGE) FROM nba_roster) > 5*12"} +{"question": "What is the average age of the players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE > 5*12"} +{"question": "What colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "How many players in the NBA are 6'8", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "Who is the highest paid player in the NBA", "sql": "SELECT name, salary FROM nba_roster WHERE salary!= '--' ORDER BY CAST(REPLACE(REPLACE(salary, '$', ''), ',', '') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average age of players who are 6'8", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) = 68"} +{"question": "How many players in the NBA are 5 years or younger than the oldest player in the league", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 5 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster GROUP BY Team"} +{"question": "What are the top colleges represented in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the 5 teams with the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average salary for each team in the NBA, excluding teams with unknown salaries", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY average_salary DESC"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA are 10 years old or older", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE age + (JULIANDAY('now') - JULIANDAY(DATE('now', '-10 year'))) / 365.25 >= 10"} +{"question": "How many players on the Toronto Raptors are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE team='Toronto Raptors' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "Which team has the most players who are 6'8", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68 GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "How many players in the NBA are over the age of 25", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE > 25"} +{"question": "What is the average height of NBA players under the age of 25", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE AGE <= 25"} +{"question": "What is the total salary of all players in the NBA who are more than 5 years older than the average age of all players", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE (AGE - (SELECT AVG(AGE) FROM nba_roster)) > 5"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common height in the NBA", "sql": "SELECT SUBSTR(HT, 1, INSTR(HT,'')-1) as height, COUNT(*) as count FROM nba_roster GROUP BY SUBSTR(HT, 1, INSTR(HT,'')-1) ORDER BY count DESC LIMIT 1"} +{"question": "What is the position with the most players in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the 75th percentile salary in the NBA", "sql": "SELECT HT, AVG(WT) as avg_weight FROM nba_roster WHERE HT IS NOT NULL AND WT IS NOT NULL GROUP BY HT ORDER BY avg_weight DESC LIMIT 1"} +{"question": "What is the average salary of NBA players 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) FROM nba_roster WHERE AGE >= 25"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the 5 most common heights in the NBA", "sql": "SELECT HT, COUNT(*) AS frequency FROM nba_roster GROUP BY HT ORDER BY frequency DESC LIMIT 5"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE TEAM = 'Toronto Raptors';"} +{"question": "What is the average height of the players on the Los Angeles Lakers", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,'')+1) AS FLOAT)/12) AS height FROM nba_roster WHERE TEAM = 'Los Angeles Lakers';"} +{"question": "What is the position with the most players in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5"} +{"question": "How many players on each team have a height of 6'8", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68 GROUP BY team"} +{"question": "What is the most popular college attended by NBA players", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height for each position in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) as INTEGER)) AS average_height FROM nba_roster GROUP BY POS ORDER BY average_height"} +{"question": "What are the jersey numbers of the first 5 players in the NBA roster", "sql": "SELECT NAME, JERSEY FROM nba_roster ORDER BY JERSEY LIMIT 5"} +{"question": "What is the age range of the players in the NBA", "sql": "SELECT MIN(AGE) as youngest_player, MAX(AGE) as oldest_player FROM nba_roster"} +{"question": "Which teams have the most players who are 6'8", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = '6' || '8' GROUP BY team ORDER BY num_players DESC;"} +{"question": "What is the total salary for each team in the NBA", "sql": "SELECT team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What are the youngest and oldest players in the NBA", "sql": "SELECT MIN(AGE) as youngest_player, MAX(AGE) as oldest_player FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "What is the average height of NBA players who are at least 6'8", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as avg_height FROM nba_roster WHERE HT IS NOT NULL AND CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) >= 68;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT name, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS salary, POS FROM nba_roster WHERE SALARY!= '--' ORDER BY salary DESC LIMIT 5"} +{"question": "What is the list of players in the NBA who are at least 6 feet 8 inches tall", "sql": "SELECT NAME FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) >= 68"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What are the top 5 teams in the NBA with the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 5"} +{"question": "What are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as total_salary FROM nba_roster WHERE SALARY!= '--' ORDER BY total_salary DESC LIMIT 5"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the 99th percentile salary in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, COUNT(*) as frequency, HT as mode FROM nba_roster GROUP BY HT ORDER BY frequency DESC LIMIT 1"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age"} +{"question": "How many players are on the Toronto Raptors", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE TEAM = 'Toronto Raptors';"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What are the 5 highest-paid players in the NBA", "sql": "SELECT * FROM (SELECT *, ROW_NUMBER() OVER (ORDER BY SALARY DESC) AS row_num FROM nba_roster) AS temp_table WHERE row_num <= 5"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which players have had the most varied careers in the NBA, having played for the most different teams", "sql": "SELECT name, COUNT(DISTINCT team) as num_teams FROM nba_roster WHERE team!= 'NA' GROUP BY name ORDER BY num_teams DESC LIMIT 10"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,'')+1) AS FLOAT)/12) as average_height FROM nba_roster"} +{"question": "What is the total number of players in the NBA roster who have a recorded height", "sql": "SELECT COUNT(*) as total_players FROM nba_roster WHERE HT IS NOT NULL AND HT!= 'NA';"} +{"question": "Which three teams have the most players under the age of 25", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE AGE < 25 GROUP BY Team ORDER BY num_players DESC LIMIT 3"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which positions in the NBA have the most players and what are their average heights and weights", "sql": "SELECT pos, COUNT(*) as count, AVG(HT) as avg_height, AVG(WT) as avg_weight FROM nba_roster GROUP BY pos ORDER BY count DESC"} +{"question": "What are the colleges with the highest average salaries in the NBA", "sql": "SELECT college, COUNT(*) as count, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY college ORDER BY avg_salary DESC"} +{"question": "What is the name and jersey number of the player with the highest jersey number in the NBA", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE JERSEY!= 'NA' ORDER BY CAST(JERSEY AS INTEGER) DESC LIMIT 1"} +{"question": "How many players in the NBA are older than 25", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE > 25"} +{"question": "What is the average age of NBA players", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What are the top 3 teams with the oldest average age in the NBA", "sql": "SELECT TEAM, AVG(AGE) as average_age FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY average_age DESC LIMIT 3"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "Who is the tallest player in the NBA roster", "sql": "SELECT NAME, HT FROM nba_roster WHERE HT IS NOT NULL ORDER BY CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average height for each position in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster WHERE HT!= 'NA' GROUP BY POS ORDER BY average_height DESC"} +{"question": "What is the college with the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "Which colleges have multiple players in the NBA", "sql": "SELECT COUNT(*) AS college_players, COLLEGE FROM nba_roster GROUP BY COLLEGE HAVING COUNT(*) > 1;"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(CAST(AGE as INTEGER)) as avg_age FROM nba_roster GROUP BY team"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA with the most players", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary of Power Forward players in the NBA", "sql": "SELECT age, COUNT(*) as count FROM nba_roster GROUP BY age ORDER BY count DESC"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the team with the highest average salary for players over 25 years old", "sql": "SELECT team, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE > 25 AND SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the age range of players in the NBA", "sql": "SELECT MIN(AGE) as youngest, MAX(AGE) as oldest FROM nba_roster"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Which team has the most players who are 6'8", "sql": "SELECT TEAM, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 6 | 8 GROUP BY TEAM ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the most successful college in terms of producing NBA players", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average salary of the Boston Celtics players", "sql": "SELECT AVG(CAST(SALARY AS INTEGER) ) AS average_salary FROM nba_roster WHERE team='Boston Celtics';"} +{"question": "What is the most common position for players under the age of 25 in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the average age of the oldest team in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL ORDER BY average_age DESC LIMIT 1"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC;"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster);"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster;"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC;"} +{"question": "Which 5 players have the highest jersey numbers in the NBA", "sql": "SELECT name, jersey FROM nba_roster WHERE jersey!= 'NA' ORDER BY CAST(REPLACE(REPLACE(jersey, '0', ''), 'NA', '') AS INTEGER) DESC LIMIT 5"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What are the names of the players who are older than 30 years old in the NBA", "sql": "SELECT name, age FROM nba_roster WHERE age > 30 ORDER BY age;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT Team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team"} +{"question": "How many players in the NBA are younger than the oldest player in the league by 25 years", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 25 > (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as average_height FROM nba_roster"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team;"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster"} +{"question": "Which 10 players have played for the most teams in their NBA careers", "sql": "SELECT name, COUNT(DISTINCT team) AS num_teams FROM nba_roster GROUP BY name ORDER BY num_teams DESC LIMIT 10"} +{"question": "Which colleges have the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the average height of NBA players who are 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE AGE >= 25"} +{"question": "What is the average height for each height range in the NBA", "sql": "SELECT HT, COUNT(*) as count, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) as avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY HT"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT Team, AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) FROM nba_roster WHERE HT!= 'NA';"} +{"question": "How many players in the NBA are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What percentage of players in the NBA are 10 years or less away from the oldest player in the league", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 10 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of Power Forwards in the NBA who are 25 years or older", "sql": "SELECT AVG(HT) AS average_height FROM nba_roster WHERE AGE >= 25 AND POS = 'PF';"} +{"question": "What is the average salary of the youngest players on each NBA team", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE <= 22 GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA roster who have a recorded age", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players in the NBA who have a publicly disclosed salary", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary for each position in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary, POS FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY average_salary DESC"} +{"question": "How many players in the NBA are 6'8", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players in the NBA who are at least 60 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5*12"} +{"question": "How many players are on the Toronto Raptors", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE Team = 'Toronto Raptors';"} +{"question": "Who are the 10 tallest players in the NBA", "sql": "SELECT HT, NAME FROM nba_roster ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) DESC LIMIT 10"} +{"question": "How many players on each team have a height of 6'8", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 1, INSTR(HT,'')-1) AS INTEGER) = '6' || '8' GROUP BY team"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What is the age range of players on each team in the NBA", "sql": "SELECT team, MIN(AGE) as youngest_player, MAX(AGE) as oldest_player FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which NBA team has the most players under the age of 25", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE <= 25 GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average age of players from each college, excluding those who did not attend college, listed in order from oldest to youngest", "sql": "SELECT COLLEGE, AVG(AGE) as average_age FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY average_age DESC"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary for each position in the NBA, with the highest-paid positions listed first", "sql": "SELECT POS, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY average_salary DESC"} +{"question": "What are the top 5 highest-paid players in the NBA", "sql": "SELECT name, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as salary FROM nba_roster WHERE SALARY!= '--' ORDER BY salary DESC LIMIT 5"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which 10 players have played for the most teams in their NBA careers", "sql": "SELECT name, COUNT(DISTINCT team) as num_teams FROM nba_roster WHERE team!= 'NA' GROUP BY name ORDER BY num_teams DESC LIMIT 10"} +{"question": "What is the average height of NBA players 25 years old or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE AGE >= 25"} +{"question": "Who are the top 3 highest-paid players in the NBA", "sql": "SELECT * FROM (SELECT *, ROW_NUMBER() OVER (ORDER BY CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER) DESC) as row_num FROM nba_roster WHERE SALARY!= '--') AS temp_table WHERE row_num <= 3"} +{"question": "What are the top 10 colleges with the most players in the NBA", "sql": "SELECT college, COUNT(*) as num_players FROM nba_roster WHERE college!= '--' GROUP BY college ORDER BY num_players DESC LIMIT 10"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "What is the query used to answer the question 'Which teams have the most players from a particular college, and how many players do they have?'", "sql": "SELECT team, COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY team, COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the average height of all players in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as average_height FROM nba_roster"} +{"question": "What are the top 5 colleges that produce the highest-paid NBA players", "sql": "SELECT COLLEGE, AVG(CAST(SUBSTR(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY COLLEGE ORDER BY average_salary DESC LIMIT 5"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Which teams have the most players under 6'8", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE HT!= 'NA' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) < 68 GROUP BY team;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the number of players in the NBA who are 25 years old or younger", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE <= 25;"} +{"question": "What is the average age of players for each team in the NBA", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "What is the average height of players on each NBA team", "sql": "SELECT team, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS avg_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY team"} +{"question": "What is the average height of experienced Power Forwards in the NBA", "sql": "SELECT AVG(HT) AS average_height FROM nba_roster WHERE AGE >= 25 AND POS = 'PF';"} +{"question": "What is the team with the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team"} +{"question": "How many players on each team are taller than 6'8", "sql": "SELECT team, COUNT(*) AS num_players_over_68 FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) > 68 GROUP BY team;"} +{"question": "What are the average heights for each position in the NBA, from tallest to shortest", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height, POS FROM nba_roster GROUP BY POS ORDER BY average_height DESC"} +{"question": "How many players in the NBA are over the age of 30", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE > 30"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster WHERE SALARY!= '--');"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What are the most common height ranges among NBA players", "sql": "SELECT HT, COUNT(*) AS count, CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) AS height_feet, CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 AS height_inches FROM nba_roster WHERE HT IS NOT NULL GROUP BY HT ORDER BY height_feet, height_inches"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all NBA players", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT NAME, HT FROM nba_roster ORDER BY LENGTH(HT) DESC LIMIT 1"} +{"question": "What is the average age of NBA players", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who has the highest salary on the Memphis Grizzlies", "sql": "SELECT NAME, HT FROM nba_roster ORDER BY LENGTH(HT) DESC LIMIT 1"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 3"} +{"question": "Which team has the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the total number of players in the NBA who have attended a college other than '--'?", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, NAME FROM nba_roster WHERE HT!= 'NA' GROUP BY HT ORDER BY AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) DESC LIMIT 1"} +{"question": "Who is the player who has played for the most teams in their NBA career", "sql": "SELECT NAME, COUNT(DISTINCT TEAM) AS num_teams FROM nba_roster WHERE SALARY!= '--' GROUP BY NAME ORDER BY num_teams DESC LIMIT 1;"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT pos, COUNT(*) as count FROM nba_roster GROUP BY pos"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "What is the median height in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the top 10 highest-paid college-educated players in the NBA", "sql": "SELECT name, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS total_salary FROM nba_roster WHERE COLLEGE!= '--' GROUP BY name ORDER BY total_salary DESC LIMIT 10"} +{"question": "What is the height of the players who are 68 inches tall", "sql": "SELECT NAME FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the top 10 colleges with the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 10"} +{"question": "Which NBA players have attended multiple colleges", "sql": "SELECT NAME, COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY NAME, COLLEGE HAVING COUNT(COLLEGE) > 1"} +{"question": "What are the 5 teams with the tallest average height in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC"} +{"question": "What is the average height of players in the NBA who are older than 25 years old", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster WHERE AGE > 25;"} +{"question": "What are the top 3 teams with the oldest average age in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 3"} +{"question": "How many players are on the Toronto Raptors' roster", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position for players under the age of 25 in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the weight of the heaviest 75% of NBA players", "sql": "SELECT WT FROM nba_roster ORDER BY CAST(REPLACE(REPLACE(WT,'lbs', ''),'', '') AS INTEGER) DESC LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE WT!= '--') * 75 / 100 - 1"} +{"question": "Who is the highest-paid player in the league, excluding those with unknown positions, salaries, or colleges", "sql": "SELECT name, salary FROM nba_roster WHERE POS!= 'NA' AND SALARY!= '--' AND COLLEGE!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How many players in the NBA attended Duke, Kentucky, or North Carolina for college", "sql": "SELECT COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' AND COLLEGE IN ('Duke', 'Kentucky', 'North Carolina');"} +{"question": "What is the college with the oldest average age of its players in the NBA", "sql": "SELECT COLLEGE, AVG(AGE) as avg_age FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY avg_age DESC LIMIT 1"} +{"question": "What is the most common college represented in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "Who is the highest paid player in the NBA", "sql": "SELECT name, salary FROM nba_roster WHERE salary!= '--' ORDER BY CAST(REPLACE(REPLACE(salary, '$', ''), ',', '') AS INTEGER) DESC LIMIT 1"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the number of players in the NBA who attended a college other than '--'?", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "How many players on the Toronto Raptors are 25 years old or older", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE team='Toronto Raptors' AND AGE >= 25;"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Who is the tallest player on the Toronto Raptors", "sql": "SELECT NAME, HT FROM nba_roster WHERE team='Toronto Raptors' AND HT IS NOT NULL ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 1"} +{"question": "How many players on the Toronto Raptors are 6'8", "sql": "SELECT COUNT(*) FROM nba_roster WHERE TEAM = 'Toronto Raptors' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "What is the total salary for each team in the NBA", "sql": "SELECT Team, SUM(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as Total_Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team"} +{"question": "What is the average age of players at each position in the NBA", "sql": "SELECT POS, AVG(AGE) as Average_Age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY POS"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count, ROUND(COUNT(*)*100.0/(SELECT COUNT(*) FROM nba_roster),2) as percentage FROM nba_roster GROUP BY POS ORDER BY percentage DESC"} +{"question": "What colleges do the most high-paid players in the NBA come from", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE SALARY > '5000000' GROUP BY COLLEGE"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the team with the most players over 30 years old in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE AGE > 30 GROUP BY Team ORDER BY num_players DESC LIMIT 1"} +{"question": "What are the top 5 highest-paid players in the NBA", "sql": "SELECT * FROM nba_roster ORDER BY CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER) DESC LIMIT 5"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as Average_Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team"} +{"question": "What is the highest-paid Power Forward in the NBA", "sql": "SELECT POS, NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as Salary FROM nba_roster WHERE SALARY!= '--' ORDER BY Salary DESC LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE SALARY!= '--' AND POS = 'PF')-1"} +{"question": "What is the most common height range among NBA players", "sql": "SELECT CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) as height, COUNT(*) as count FROM nba_roster WHERE HT IS NOT NULL GROUP BY CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) ORDER BY count DESC"} +{"question": "How many players in the NBA are older than the average age of all players", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster);"} +{"question": "What positions in the NBA tend to have the oldest average age", "sql": "SELECT POS, COUNT(*) AS count, AVG(AGE) AS average_age FROM nba_roster GROUP BY POS ORDER BY average_age DESC;"} +{"question": "Which players have more than 5 teammates with the same name", "sql": "SELECT NAME FROM nba_roster WHERE (SELECT COUNT(*) FROM nba_roster WHERE NAME = nba_roster.NAME AND TEAM = nba_roster.TEAM) > 5"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(LENGTH(HT)) AS average_height FROM nba_roster"} +{"question": "What is the average length of the height values in the NBA roster", "sql": "SELECT AVG(LENGTH(HT)) FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "Which teams have the most players in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC LIMIT 1"} +{"question": "What are the top 10 colleges with the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 10"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the most successful college in terms of producing NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the total salary of the most expensive team in the NBA", "sql": "SELECT Team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as Total_Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY Total_Salary DESC"} +{"question": "What is the average height of the tallest positions in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as Average_Height FROM nba_roster WHERE HT IS NOT NULL GROUP BY POS ORDER BY Average_Height DESC"} +{"question": "How many players on the Boston Celtics are 6 feet 8 inches tall or taller", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE team='Boston Celtics' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "What are the most common colleges represented in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC;"} +{"question": "How many players in the NBA are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' AND SUBSTRING(HT, INSTR(HT,'')+1) = '8';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team"} +{"question": "Which NBA players have attended multiple colleges", "sql": "SELECT NAME, COLLEGE, COUNT(*) as num_colleges FROM nba_roster WHERE COLLEGE!= '--' GROUP BY NAME, COLLEGE ORDER BY num_colleges DESC"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age, COUNT(*) AS num_players FROM nba_roster GROUP BY team HAVING COUNT(*) > 5 ORDER BY average_age DESC;"} +{"question": "What is the average age of the players in the NBA roster", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "How many players in the NBA are 6 feet tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 6;"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the team with the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "Who are the tallest players in the NBA", "sql": "SELECT NAME FROM nba_roster WHERE HT > (SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) FROM nba_roster);"} +{"question": "What is the average age of players at each position in the NBA", "sql": "SELECT POS, AVG(AGE) as avg_age FROM nba_roster GROUP BY POS ORDER BY avg_age"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS COUNT FROM nba_roster GROUP BY POS ORDER BY COUNT(*) DESC LIMIT 1;"} +{"question": "What are the ages of the youngest and oldest players in the NBA", "sql": "SELECT MIN(AGE) AS youngest_player, MAX(AGE) AS oldest_player FROM nba_roster"} +{"question": "What is the average age of players in the NBA who are taller than 6 feet or have a height that includes the string'8' in their height measurement", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE HT > '6' || HT LIKE '% 8';"} +{"question": "How many players are on the Toronto Raptors' roster", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "What are the 5 teams with the lightest average weight for players with known heights", "sql": "SELECT HT, WT, AVG(CAST(SUBSTR(WT, 1, LENGTH(WT)-3) AS INTEGER)) AS avg_weight FROM nba_roster WHERE HT!= 'NA' GROUP BY HT ORDER BY avg_weight DESC LIMIT 5"} +{"question": "What are the top 5 positions with the tallest average height in the NBA", "sql": "SELECT POS, COUNT(*) AS count, AVG(CAST(SUBSTR(HT, 1, LENGTH(HT)-2) AS INTEGER)) AS avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 5"} +{"question": "Which 5 players have played for the most teams in their NBA careers", "sql": "SELECT NAME, COUNT(DISTINCT team) AS num_teams FROM nba_roster GROUP BY NAME ORDER BY num_teams DESC LIMIT 5"} +{"question": "What are the most common heights in the NBA", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 10"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "How many players on the Los Angeles Lakers are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE team='Los Angeles Lakers' AND CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "How many players are on the Toronto Raptors", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE Team='Toronto Raptors';"} +{"question": "How many players are on the Toronto Raptors", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE Team = 'Toronto Raptors';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS COUNT FROM nba_roster GROUP BY POS ORDER BY COUNT(*) DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the most common positions for players under the age of 25 in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE AGE < 25 GROUP BY POS ORDER BY count DESC"} +{"question": "What are the top colleges that produce the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC"} +{"question": "What are the colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "How many players in the NBA are 25 years or younger", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 25 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players, AVG(AGE) as avg_age FROM nba_roster GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the position with the most players in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players from the college that has produced the youngest players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY average_age LIMIT 1"} +{"question": "How many players in the NBA have attended Duke, Kentucky, North Carolina, or did not attend college", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE IN ('--', 'Duke', 'Kentucky', 'North Carolina');"} +{"question": "What are the teams with the most players from a particular college", "sql": "SELECT team, COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY team, COLLEGE ORDER BY num_players DESC"} +{"question": "What are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTR(SALARY, 2) AS INTEGER) DESC LIMIT 5"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What is the average height for each position in the NBA", "sql": "SELECT pos, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) as avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY pos"} +{"question": "What is the average age of NBA players", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the number of players in the NBA who are older than 10 years old", "sql": "SELECT COUNT(*) FROM nba_roster WHERE (CAST(CAST(AGE AS INTEGER) AS REAL) > 10);"} +{"question": "What is the average age of players in the NBA who are taller than 6'8", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) > 68"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT Team, COUNT(*) as count FROM nba_roster GROUP BY Team ORDER BY count DESC LIMIT 1"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the top 3 highest paid players from each college", "sql": "SELECT name, college, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY college ORDER BY max_salary DESC LIMIT 3"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 = 6.8;"} +{"question": "What are the names of the players in the NBA who are 6'8", "sql": "SELECT NAME FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68"} +{"question": "How many players in the NBA are at least 6 feet 8 inches tall", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) >= 68"} +{"question": "Which NBA teams have the most players from a particular college", "sql": "SELECT Team, COLLEGE, COUNT(*) as Count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY Team, COLLEGE ORDER BY Count DESC;"} +{"question": "What are the jersey numbers of the first 5 players in the NBA roster", "sql": "SELECT NAME, JERSEY FROM nba_roster ORDER BY JERSEY LIMIT 5"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT Team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY average_salary DESC LIMIT 3"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common college attended by NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the total salary of all NBA players, excluding those with unknown salaries", "sql": "SELECT SUM(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)*1000000) AS total_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "What is the average height of players on each team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER)) as avg_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY team"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC;"} +{"question": "Which teams have the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Who is the tallest player on the Toronto Raptors", "sql": "SELECT NAME, HT FROM nba_roster WHERE team='Toronto Raptors' AND HT IS NOT NULL ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the average ages of the oldest and youngest positions in the NBA", "sql": "SELECT pos, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY pos ORDER BY avg_age DESC"} +{"question": "What are the teams with the tallest average height in the NBA", "sql": "SELECT team, AVG(LENGTH(HT)) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC"} +{"question": "What are the 5 teams with the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC"} +{"question": "How many players on each team have a height of 6'8", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68 GROUP BY team"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "Which 10 players have played for the most teams in their NBA career", "sql": "SELECT name, COUNT(DISTINCT team) as num_teams FROM nba_roster WHERE SALARY!= '--' GROUP BY name ORDER BY num_teams DESC LIMIT 10"} +{"question": "Which players have attended the same college as at least one other player on their current team", "sql": "SELECT NAME, COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY NAME, COLLEGE HAVING COUNT(COLLEGE) > 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of NBA players 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) AS INTEGER)) AS average_height FROM nba_roster WHERE AGE <= 25"} +{"question": "What is the average weight of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')-1) AS INTEGER) + CAST(SUBSTR(WT, INSTR(WT,' ')+1) AS FLOAT)/16) as average_weight FROM nba_roster WHERE WT!= '--';"} +{"question": "How many players in the NBA are older than 25", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE > 25"} +{"question": "What are the names of the NBA players who attended college and did not attend a junior college or did not attend college at all", "sql": "SELECT name, COLLEGE FROM nba_roster WHERE COLLEGE IS NOT NULL AND COLLEGE!= '--' ORDER BY name;"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What are the most common heights in the NBA", "sql": "SELECT COUNT(DISTINCT SUBSTR(HT, 1, INSTR(HT,'')-1)) AS height_counts, SUBSTR(HT, INSTR(HT,'')+1) AS height_inches FROM nba_roster WHERE HT IS NOT NULL GROUP BY height_inches ORDER BY height_counts DESC"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the total salary of all 6'8", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "Which teams have the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC"} +{"question": "What is the average age of the players for each position in the NBA", "sql": "SELECT pos, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY pos ORDER BY avg_age DESC"} +{"question": "Which teams in the NBA have a significantly larger roster size compared to the number of point guards in the league", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team HAVING COUNT(*) > (SELECT COUNT(*) FROM nba_roster WHERE POS = 'PG')*0.3"} +{"question": "What are the top 5 colleges that produce the oldest average age of NBA players", "sql": "SELECT COLLEGE, AVG(AGE) as avg_age FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY avg_age DESC LIMIT 5"} +{"question": "How many players in the NBA are 6'8", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What is the average salary of all players in the positions of PG, SG, SF, PF, and C in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE POS = 'PG' OR POS = 'SG' OR POS = 'SF' OR POS = 'PF' OR POS = 'C';"} +{"question": "What is the average height of NBA players with known heights", "sql": "SELECT AVG(LENGTH(SUBSTR(HT, INSTR(HT,'')+1))) AS avg_height FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "Who is the player with the highest salary in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster)"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',', '') AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 3"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT Team, AVG(AGE) AS average_age FROM nba_roster GROUP BY Team"} +{"question": "What are the top 10 teams with the most players in the NBA, considering only teams with at least 10 players with height information", "sql": "SELECT name, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as avg_height, COUNT(*) as count FROM nba_roster WHERE HT!= 'NA' GROUP BY name ORDER BY count DESC LIMIT 10"} +{"question": "Which players have played for the most teams in their NBA careers", "sql": "SELECT name, COUNT(DISTINCT team) as team_count FROM nba_roster WHERE team!= 'NA' GROUP BY name ORDER BY team_count DESC LIMIT 10"} +{"question": "What is the most common age range among NBA players", "sql": "SELECT COUNT(*) as count, AGE FROM nba_roster GROUP BY AGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the 75th percentile jersey number in the NBA", "sql": "SELECT CAST(Jersey AS INTEGER) as percentile FROM nba_roster ORDER BY CAST(Jersey AS INTEGER) LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster) * 0.75"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "How many players in the NBA are younger than the oldest player in the league by 15 years", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE + 15 > (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT Team, COUNT(*) AS num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC LIMIT 1"} +{"question": "Which jersey numbers are the most popular among NBA players", "sql": "SELECT NAME, JERSEY FROM nba_roster GROUP BY JERSEY ORDER BY COUNT(*) DESC LIMIT 3"} +{"question": "Which team has the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 1"} +{"question": "What are the 5 highest-paid players in the NBA", "sql": "SELECT name, salary FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "How many players in the NBA are older than 25 years old", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE > 25;"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What is the age range of players on each team in the NBA", "sql": "SELECT team, MIN(AGE) as youngest_player, MAX(AGE) as oldest_player FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "How many players in the NBA are over the age of 30", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE > 30"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What is the average age of players for each position in the NBA", "sql": "SELECT pos, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY pos"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which colleges have produced the most multiple NBA players", "sql": "SELECT COLLEGE, COUNT(*) FROM nba_roster GROUP BY COLLEGE HAVING COUNT(*) > 1;"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as num_players FROM nba_roster GROUP BY POS"} +{"question": "Who has the highest salary on the Los Angeles Lakers", "sql": "SELECT name, salary FROM nba_roster WHERE team='Los Angeles Lakers' AND salary!= '--' ORDER BY CAST(REPLACE(REPLACE(salary, '$', ''), ',', '') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of NBA players who are 25 years old or older", "sql": "SELECT AVG(HT) AS average_height FROM nba_roster WHERE AGE >= 25"} +{"question": "Which teams in the NBA have more players who are 25 years or older than those who are under 25", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster GROUP BY team HAVING COUNT(*) > (SELECT COUNT(*) FROM nba_roster WHERE AGE < 25)"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of the players on the team with the oldest average age in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC LIMIT 1"} +{"question": "What is the tallest player in the NBA", "sql": "SELECT name, HT FROM nba_roster WHERE HT IS NOT NULL ORDER BY LENGTH(HT) DESC LIMIT 1"} +{"question": "What is the most popular college among NBA players", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS COUNT FROM nba_roster GROUP BY POS ORDER BY COUNT(*) DESC LIMIT 1;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the list of players sorted by age from youngest to oldest", "sql": "SELECT NAME FROM nba_roster WHERE AGE IS NOT NULL ORDER BY AGE ASC"} +{"question": "What are the minimum and maximum salaries for each team in the NBA", "sql": "SELECT MIN(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as min_salary, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary, team FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY min_salary DESC, max_salary DESC"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "How many players in the NBA are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' AND SUBSTRING(HT, INSTR(HT,'')+1) = '8';"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "Who are the top 3 highest-paid players in the NBA", "sql": "SELECT NAME, POS, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of the team with the oldest roster in the NBA", "sql": "SELECT AVG(AGE) as avg_age FROM nba_roster GROUP BY team ORDER BY avg_age DESC LIMIT 1"} +{"question": "What are the teams with more than 5 players in the age range of 25 to 30 in the NBA", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE AGE BETWEEN 25 AND 30 GROUP BY team HAVING COUNT(*) > 5;"} +{"question": "What is the total salary for each team in the NBA", "sql": "SELECT team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "Who is the highest-paid player who did not attend college", "sql": "SELECT name, salary FROM nba_roster WHERE SALARY!= '--' AND COLLEGE = '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the average salary for each position in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary, POS FROM nba_roster WHERE SALARY!= '--' GROUP BY POS"} +{"question": "What is the average age of all players in the NBA roster who have a recorded age", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What are the average ages of the players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC"} +{"question": "What is the total number of players in the NBA", "sql": "SELECT COUNT(*) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team"} +{"question": "What is the average salary of all NBA players", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the most common position among players under the age of 25 in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "How many players are on the Toronto Raptors", "sql": "SELECT COUNT(*) FROM nba_roster WHERE TEAM = 'Toronto Raptors';"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT name, age FROM nba_roster ORDER BY age DESC LIMIT 1;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height and weight of all NBA players", "sql": "SELECT AVG(HT) AS average_height, AVG(WT) AS average_weight FROM nba_roster"} +{"question": "Which college has produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the average height in inches for players who are 6 feet tall or taller in the NBA", "sql": "SELECT AVG(CASE WHEN HT LIKE '%6' THEN CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) ELSE NULL END) FROM nba_roster"} +{"question": "What are the minimum and maximum salaries in the NBA", "sql": "SELECT MIN(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as min_salary, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the average salary of Power Forward players in the NBA who are under the age of 25", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE POS = 'PF' AND AGE < 25"} +{"question": "What are the top 5 colleges that produce the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "What positions are played by the players in the NBA", "sql": "SELECT * FROM nba_roster WHERE POS LIKE '%Guard%' OR POS LIKE '%Forward%' OR POS LIKE '%Center%';"} +{"question": "What is the total number of players in the NBA who are 25 years or younger", "sql": "SELECT COUNT(*) as total_players FROM nba_roster WHERE AGE + 25 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "Who is the highest-paid player on the Toronto Raptors", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE TEAM = 'Toronto Raptors' AND SALARY = (SELECT MAX(SALARY) FROM nba_roster WHERE TEAM = 'Toronto Raptors');"} +{"question": "What age range has the most representation in the NBA", "sql": "SELECT age, COUNT(*) as count FROM nba_roster WHERE age IS NOT NULL GROUP BY age ORDER BY count DESC;"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "Who is the highest-paid player on the Los Angeles Lakers", "sql": "SELECT name FROM nba_roster WHERE team='Los Angeles Lakers' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What are the top 3 teams with the most players over the age of 5 in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE age > 5 GROUP BY team ORDER BY num_players DESC LIMIT 3"} +{"question": "Which teams have the tallest players, excluding those with unknown salaries", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as avg_height FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_height DESC;"} +{"question": "What is the number of players in the NBA who are 25 years or younger", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE + 25 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What is the median weight in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average age of the players on each team in the NBA, excluding teams with no players", "sql": "SELECT TEAM, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY TEAM ORDER BY average_age DESC"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count, AVG(AGE) as average_age FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the age group with the most players in the NBA", "sql": "SELECT AGE, COUNT(*) as count FROM nba_roster GROUP BY AGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the names of the players in the NBA who are 6'8", "sql": "SELECT name FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) >= 68"} +{"question": "What is the most common position for players aged 25 or older in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE AGE >= 25 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT name, age FROM nba_roster ORDER BY age DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who is the highest paid player in the NBA", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average height of NBA players who are 25 years old or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE AGE >= 25"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT TEAM, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY TEAM ORDER BY avg_age"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the 99th percentile salary in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the total salary of all players in the NBA", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What college has produced the most players in the NBA", "sql": "SELECT name, COLLEGE FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY COUNT(*) DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which three teams have the most players from the same college", "sql": "SELECT team, COUNT(*) AS num_players, COLLEGE FROM nba_roster GROUP BY team, COLLEGE ORDER BY num_players DESC LIMIT 3;"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT Team, COUNT(*) as count FROM nba_roster GROUP BY Team ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players in the NBA who are more than 5 years older than the average age of all players", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(LENGTH(HT)) AS average_height FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS"} +{"question": "What is the total salary of the team with the highest total salary in the NBA", "sql": "SELECT Team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as Total_Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY Total_Salary DESC"} +{"question": "What is the heaviest player in the NBA", "sql": "SELECT NAME, WT FROM nba_roster WHERE WT!= 'NA' ORDER BY CAST(SUBSTRING(WT, 0, INSTR(WT,'') - 1) AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average height of all players in the NBA roster", "sql": "SELECT AVG(LENGTH(HT)) AS average_height FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the player with the highest weight-to-height ratio in the NBA", "sql": "SELECT NAME, HT, WT, (CAST(SUBSTRING(WT, 0, INSTR(WT,'') - 1) AS INTEGER) / CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) as weight_to_height_ratio FROM nba_roster WHERE HT!= 'NA' ORDER BY weight_to_height_ratio DESC LIMIT 1"} +{"question": "Which NBA team has the most players who are 6'8", "sql": "SELECT TEAM, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68 GROUP BY TEAM ORDER BY num_players DESC LIMIT 1"} +{"question": "How many players in the NBA are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' AND SUBSTRING(HT, INSTR(HT,'')+1) = '8';"} +{"question": "Who are the top 3 highest-paid players in the NBA", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3"} +{"question": "What are the average height and age of players on each team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS average_height, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster GROUP BY Team"} +{"question": "What are the top colleges that NBA players have attended", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "How many players in the NBA are 6' or 8' tall", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 6 | 8"} +{"question": "Who is the tallest player in the NBA roster", "sql": "SELECT NAME, HT FROM nba_roster ORDER BY LENGTH(HT) DESC LIMIT 1"} +{"question": "What is the shortest weight listed in the 'nba_roster' table", "sql": "SELECT NAME, WT FROM nba_roster ORDER BY LENGTH(WT) LIMIT 1"} +{"question": "What is the highest-paid player in the NBA", "sql": "SELECT TEAM, NAME, SALARY FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster) ORDER BY TEAM;"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the total salary of all players in the NBA who are 25 years old or younger", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE AGE <= 25"} +{"question": "What is the most common height in the NBA", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster WHERE HT IS NOT NULL GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the median height in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "What are the average ages of the players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count, ROUND(COUNT(*)*100.0/(SELECT COUNT(*) FROM nba_roster),2) as percentage FROM nba_roster GROUP BY POS ORDER BY percentage DESC"} +{"question": "What is the number of players in the NBA for whom height information is available", "sql": "SELECT COUNT(*) FROM nba_roster WHERE HT IS NOT NULL;"} +{"question": "What is the oldest player for each position in the NBA", "sql": "SELECT pos, NAME, MAX(AGE) as max_age FROM nba_roster GROUP BY pos;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Who is the highest-paid player in the NBA who did not attend college", "sql": "SELECT name, salary FROM nba_roster WHERE COLLEGE = '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) as avg_age FROM nba_roster WHERE AGE > 5;"} +{"question": "How many players in the NBA are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = '6' AND SUBSTR(HT, INSTR(HT,'')+1) = '8';"} +{"question": "Which colleges have the most representation in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the salary of the 25th percentile of players in the NBA who are 25 years old or younger", "sql": "SELECT CAST(SALARY as INTEGER) as percentile FROM nba_roster WHERE AGE <= 25 ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE AGE <= 25) / 4"} +{"question": "What are the most common positions in the NBA, and which position has the highest average weight", "sql": "SELECT POS, COUNT(*) AS count, AVG(CAST(SUBSTR(WT, 1, INSTR(WT,'')) AS INTEGER)) AS average_weight FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team"} +{"question": "What are the names of the players in the NBA who are exactly 6 feet tall", "sql": "SELECT NAME, HT FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) = 68 AND CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT) >= 0 AND CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT) <= 0.5"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT Team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY avg_salary DESC LIMIT 3"} +{"question": "How many players in the NBA are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' AND SUBSTRING(HT, INSTR(HT,'')+1) = '8';"} +{"question": "What is the average age of the players in the NBA roster", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the average height of NBA players under the age of 25", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) AS INTEGER)) AS avg_height FROM nba_roster WHERE AGE <= 25"} +{"question": "What is the total salary of all players in the NBA who are 6'8", "sql": "SELECT SUM(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) AS INTEGER)) AS total_salary FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')) AS INTEGER) = 68"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the 75th percentile age of the NBA players", "sql": "SELECT CAST(AGE AS INTEGER) AS percentile FROM nba_roster ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster) * 0.75"} +{"question": "What are the 10 most common heights among NBA players", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 10"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 10"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS"} +{"question": "What is the average salary of paid NBA players", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of NBA players who are 25 years old or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) AS INTEGER)) AS avg_height FROM nba_roster WHERE AGE >= 25"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT Team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY avg_salary DESC LIMIT 3"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What is the average height of NBA players under the age of 25", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) as INTEGER)) AS avg_height FROM nba_roster WHERE AGE <= 25"} +{"question": "What are the top 5 teams in the NBA with the highest average salary", "sql": "SELECT Team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) as INTEGER)) AS avg_salary FROM nba_roster GROUP BY Team ORDER BY avg_salary DESC LIMIT 5"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT name, COLLEGE, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE TEAM = 'Toronto Raptors';"} +{"question": "Who is the tallest player on the Toronto Raptors", "sql": "SELECT NAME, HT FROM nba_roster WHERE TEAM = 'Toronto Raptors' ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position among players under the age of 25 in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average salary for each age group in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary, AGE as age_group FROM nba_roster WHERE SALARY!= '--' GROUP BY AGE ORDER BY age_group"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "What is the total salary for each team in the NBA", "sql": "SELECT Team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as Total_Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team"} +{"question": "What age group has the most players in the NBA", "sql": "SELECT AGE, COUNT(*) as count FROM nba_roster GROUP BY AGE ORDER BY count DESC;"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster);"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC;"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the average height and age of players from each college, in order of oldest to youngest", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as average_height, AVG(AGE) as average_age FROM nba_roster WHERE HT IS NOT NULL AND AGE IS NOT NULL GROUP BY COLLEGE ORDER BY average_age DESC LIMIT 10"} +{"question": "What are the top 10 colleges that produce the highest-paid NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY IS NOT NULL AND COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY average_salary DESC LIMIT 10"} +{"question": "What is the height of the tallest player on the Los Angeles Lakers", "sql": "SELECT HT, NAME FROM nba_roster WHERE team='Los Angeles Lakers' AND HT!= 'NA' ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 1"} +{"question": "Which teams have the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC"} +{"question": "What is the average height of players in each height group, and which group has the oldest average age", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as avg_height, AVG(AGE) as avg_age FROM nba_roster WHERE HT IS NOT NULL AND AGE IS NOT NULL GROUP BY CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) ORDER BY avg_height DESC;"} +{"question": "What is the average salary of the Toronto Raptors players", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE team='Toronto Raptors' AND AGE IS NOT NULL"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What is the average salary for each position in the NBA", "sql": "SELECT pos, COUNT(*) as count, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY pos"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "What is the average salary of an NBA player", "sql": "SELECT AVG(CAST(SALARY AS INTEGER) / 1000000) AS average_salary FROM nba_roster"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the team with the highest average age in the NBA", "sql": "SELECT team, AVG(age) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1"} +{"question": "Which team has the most players over the age of 25 in the NBA", "sql": "SELECT Team, COUNT(*) FROM nba_roster WHERE AGE > 25 GROUP BY Team ORDER BY COUNT(*) DESC LIMIT 1"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Who is the tallest player on the Toronto Raptors", "sql": "SELECT NAME, HT FROM nba_roster WHERE team='Toronto Raptors' AND HT IS NOT NULL ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average age of NBA players", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA are older than 25 years old", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE > 25;"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary for each position in the NBA, excluding players with unknown salaries", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary, POS FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY average_salary DESC"} +{"question": "What is the total salary of the team with the highest total salary in the NBA", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS total_salary, team FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY total_salary DESC"} +{"question": "How many players in the NBA are exactly 6 feet tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 6 AND HT!= 'NA';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "sql": "SELECT NAME, COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE HAVING COUNT(*) > 1 ORDER BY COUNT(*) DESC;"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What is the age with the most unique players in the NBA", "sql": "SELECT COUNT(DISTINCT AGE) AS age_count, AGE FROM nba_roster GROUP BY AGE ORDER BY age_count DESC LIMIT 1"} +{"question": "What is the total salary of all NBA players, excluding those with unknown salaries", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the total salary of all players in the NBA who are 25 years old or younger", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) FROM nba_roster WHERE AGE <= 25"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA are at least 6 feet 8 inches tall", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) >= 68"} +{"question": "What is the average salary of Power Forward players in the NBA", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE >= 25 AND AGE IS NOT NULL"} +{"question": "What is the average height and weight for each position in the NBA, with the tallest and heaviest players excluded", "sql": "SELECT POS, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS avg_height, AVG(CAST(SUBSTR(WT, INSTR(HT,'')+1) AS INTEGER)) AS avg_weight FROM nba_roster WHERE HT IS NOT NULL AND WT IS NOT NULL GROUP BY POS ORDER BY avg_height DESC"} +{"question": "What are the average height and weight of players at each position in the NBA, and which position has the most players", "sql": "SELECT POS, COUNT(*) AS num_players, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS avg_height, AVG(CAST(SUBSTR(WT, INSTR(HT,'')+1) AS INTEGER)) AS avg_weight FROM nba_roster WHERE HT IS NOT NULL AND WT IS NOT NULL GROUP BY POS ORDER BY num_players DESC"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of NBA players", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the highest-paid player who did not attend college", "sql": "SELECT name, salary FROM nba_roster WHERE COLLEGE = '--' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC;"} +{"question": "Which age group has the most players in the NBA", "sql": "SELECT COUNT(*), AGE FROM nba_roster GROUP BY AGE ORDER BY COUNT(*) DESC"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the average height for each position in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY POS"} +{"question": "What is the total salary for each team in the NBA", "sql": "SELECT Team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team"} +{"question": "What is the most popular college among NBA players", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster"} +{"question": "What is the average height in the NBA?", "sql": "SELECT COUNT(*) as num_college_players FROM nba_roster WHERE COLLEGE!= '--'"} +{"question": "What is the 99th percentile salary in the NBA", "sql": "SELECT NAME, JERSEY FROM nba_roster GROUP BY JERSEY ORDER BY COUNT(*) DESC LIMIT 5"} +{"question": "What is the most represented college among NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What are the most common heights in the NBA", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 10"} +{"question": "What is the average weight and height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) as avg_weight, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')) as INTEGER)) as avg_height FROM nba_roster WHERE HT IS NOT NULL AND WT IS NOT NULL;"} +{"question": "Which position has the most players in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the top 10 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 10"} +{"question": "What are the teams with the tallest average height in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC"} +{"question": "What is the most common college attended by NBA players", "sql": "SELECT NAME, COLLEGE, COUNT(*) as num_colleges FROM nba_roster WHERE COLLEGE!= '--' GROUP BY NAME, COLLEGE ORDER BY num_colleges DESC;"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the average height of NBA players 25 years old or older", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster WHERE age >= 25"} +{"question": "What is the average age of players from colleges that have multiple players in the NBA", "sql": "SELECT AVG(AGE) AS average_age, COLLEGE FROM nba_roster GROUP BY COLLEGE HAVING COUNT(*) > 1"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE POS IS NOT NULL GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of NBA players under the age of 25", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster WHERE AGE <= 25"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT TEAM, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY average_salary DESC LIMIT 3"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, NAME FROM nba_roster WHERE HT!= 'NA' GROUP BY HT ORDER BY AVG(CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER)) DESC LIMIT 1"} +{"question": "What is the average height of NBA players over the age of 25", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster WHERE AGE > 25;"} +{"question": "What is the average salary of NBA players who are 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE >= 25"} +{"question": "What are the names of the players in the NBA roster who are 6'8", "sql": "SELECT NAME FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What are the top 10 age groups with the most players in the NBA", "sql": "SELECT AGE, COUNT(*) as count FROM nba_roster WHERE AGE IS NOT NULL GROUP BY AGE ORDER BY count DESC LIMIT 10"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which colleges have the most representation in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "sql": "SELECT Jersey, COUNT(*) AS num_players FROM nba_roster WHERE Jersey!= 'NA' GROUP BY Jersey ORDER BY num_players DESC"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Who are the oldest players in the NBA, excluding those who are above the average age of all players", "sql": "SELECT NAME FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster) ORDER BY AGE DESC;"} +{"question": "What are the top 3 highest-paid players on the Toronto Raptors", "sql": "SELECT name, SALARY FROM nba_roster WHERE team='Toronto Raptors' ORDER BY CAST(SUBSTRING(SALARY, 2) AS INTEGER) DESC LIMIT 3"} +{"question": "What are the top 5 colleges that have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "How many players on the Toronto Raptors are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE team='Toronto Raptors' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "How many NBA players attended college", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE IS NOT NULL"} +{"question": "What is the average height of NBA players 25 years old or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE AGE >= 25"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT TEAM, COUNT(*) as num_players FROM nba_roster GROUP BY TEAM ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as num_players FROM nba_roster GROUP BY POS ORDER BY num_players DESC LIMIT 1"} +{"question": "Which colleges have produced multiple players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY COLLEGE HAVING COUNT(*) > 1;"} +{"question": "What is the age range of the players in the NBA", "sql": "SELECT MIN(AGE) AS youngest, MAX(AGE) AS oldest FROM nba_roster;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who is the highest paid player in the NBA", "sql": "SELECT name, salary FROM nba_roster WHERE salary!= '--' ORDER BY CAST(REPLACE(REPLACE(salary, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary of NBA players 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE CAST(AGE AS INTEGER) <= 25"} +{"question": "What is the highest-paid player who has played for more than one team", "sql": "SELECT NAME, TEAM, SALARY FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster) AND (SELECT COUNT(DISTINCT TEAM) FROM nba_roster WHERE NAME = nba_roster.NAME) > 1"} +{"question": "Who is the tallest player in the NBA, based on average height", "sql": "SELECT NAME, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) AS INTEGER)) AS AVG_HEIGHT, COUNT(DISTINCT TEAM) AS TEAM_COUNT FROM nba_roster GROUP BY NAME ORDER BY AVG_HEIGHT DESC LIMIT 1"} +{"question": "What is the average age of players for each team in the NBA", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "What is the total weight of all players in the NBA", "sql": "SELECT SUM(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster"} +{"question": "What is the highest-paid player in the NBA", "sql": "SELECT * FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster);"} +{"question": "What are the top 10 colleges with the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 10"} +{"question": "What are the most common heights among NBA players", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 10"} +{"question": "What are the top 10 highest-paid teams in the NBA, based on the average salary of their players", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as avg_salary, AVG(AGE) as avg_age FROM nba_roster WHERE SALARY!= '--' GROUP BY SALARY ORDER BY avg_salary DESC LIMIT 10"} +{"question": "What is the team with the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the highest-paid player in the NBA", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster)"} +{"question": "What is the highest salary for each team in the NBA", "sql": "SELECT team, MAX(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as highest_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS COUNT FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY COUNT(*) DESC LIMIT 10;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "How many players on the Toronto Raptors are 6'8", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Toronto Raptors' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "What is the college that has produced the most players who are 30 years old or older in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE AGE >= 30 GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of NBA players who are older than 5 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the tallest player on the Toronto Raptors", "sql": "SELECT NAME, HT FROM nba_roster WHERE team='Toronto Raptors' AND HT IS NOT NULL ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA who are at least 60 years old", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5*12"} +{"question": "What is the most common college represented in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA roster", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average height of NBA players who are 25 years old or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) as INTEGER)) AS average_height FROM nba_roster WHERE CAST(AGE as INTEGER) >= 25"} +{"question": "Which three teams have the most players who are 6'8", "sql": "SELECT Team, COUNT(*) AS num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')) as INTEGER) = 68 GROUP BY Team ORDER BY num_players DESC LIMIT 3"} +{"question": "How many players on the Toronto Raptors are 25 years old or older", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Toronto Raptors' AND CAST(AGE AS INTEGER) >= 25;"} +{"question": "What is the average age of the youngest players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE <= 25"} +{"question": "What are the top 3 teams with the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 3"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the most common college attended by NBA players", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the most popular jersey number in the NBA", "sql": "SELECT Jersey, COUNT(*) as frequency FROM nba_roster WHERE Jersey!= 'NA' GROUP BY Jersey ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS COUNT FROM nba_roster GROUP BY POS ORDER BY COUNT(*) DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the total salary of all players in the NBA, excluding those with unknown salaries", "sql": "SELECT SUM(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the number of players in the NBA roster who are 10 years or less away from the oldest player in the league", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE + 10 <= (SELECT MAX(AGE) FROM nba_roster)"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT * FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster) LIMIT 5"} +{"question": "What is the average height of all NBA players", "sql": "SELECT AVG(LENGTH(HT)) AS average_height FROM nba_roster"} +{"question": "Which three teams have the tallest average height in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster GROUP BY team ORDER BY height DESC LIMIT 3"} +{"question": "What is the number of players in the NBA who attended a college other than '--'?", "sql": "SELECT COUNT(*) as total_players FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "How many players in the NBA are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA are older than 5 years old", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE > 5"} +{"question": "What are the 5 teams with the most players from the University of Michigan", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE = 'Michigan' GROUP BY team ORDER BY num_players DESC LIMIT 5"} +{"question": "Which college has the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "How many players in the NBA are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' AND SUBSTRING(HT, INSTR(HT,'')+1) = '8';"} +{"question": "How many players in the NBA roster are 68 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What is the number of players in the NBA who are 15 years or younger than the oldest player in the league", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE + 15 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What is the number of players in the NBA roster who have a recorded height", "sql": "SELECT COUNT(*) FROM nba_roster WHERE HT IS NOT NULL AND HT!= 'NA';"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most successful college in terms of producing NBA players", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average height for each position in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) AS INTEGER)) AS avg_height FROM nba_roster GROUP BY POS"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY avg_salary DESC LIMIT 3"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What are the minimum and maximum salaries of NBA players", "sql": "SELECT MIN(SALARY) AS min_salary, MAX(SALARY) AS max_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the average height of NBA players under the age of 25", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE AGE <= 25"} +{"question": "What is the total salary of all players on the Toronto Raptors who are at least 6 feet 7 inches tall", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE team='Toronto Raptors' AND CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 >= 6.67"} +{"question": "What is the height with the most players in the NBA", "sql": "SELECT HT, COUNT(*) as count, AVG(WT) as avg_weight FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players in the NBA who are at least 5 years older than the youngest player in the league", "sql": "SELECT AVG(CAST(AGE as INTEGER)) as average_age FROM nba_roster WHERE AGE IS NOT NULL AND (AGE - (SELECT MIN(AGE) FROM nba_roster)) > 5"} +{"question": "What is the average age of players in the NBA who are taller than 6 feet or have a height that includes the measurement '8'", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE HT > '6' || HT LIKE '%''8';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5"} +{"question": "What is the most common height of NBA players", "sql": "SELECT CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) AS height, COUNT(*) AS count FROM nba_roster GROUP BY CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster);"} +{"question": "What is the height of the player whose height is 6'8", "sql": "SELECT name FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age, COUNT(*) AS num_players FROM nba_roster GROUP BY team HAVING COUNT(*) > 5 ORDER BY average_age DESC;"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "Who is the highest-paid player in the NBA who did not attend college", "sql": "SELECT name, salary FROM nba_roster WHERE SALARY!= '--' AND COLLEGE = '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the highest-paid player in the NBA", "sql": "SELECT * FROM nba_roster ORDER BY CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) AS INTEGER) DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the total salary of all NBA players with known salaries", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the average height of NBA players who are 25 years old or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) AS INTEGER)) AS average_height FROM nba_roster WHERE AGE >= 25"} +{"question": "Which players in the NBA roster have a height of exactly 6 feet 8 inches", "sql": "SELECT NAME FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')) AS INTEGER) = 68"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the oldest player in the NBA", "sql": "SELECT AVG(AGE) as average_age, NAME from nba_roster GROUP BY NAME ORDER BY average_age DESC LIMIT 1"} +{"question": "What is the average height of NBA players aged 25 or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) as INTEGER)) AS avg_height FROM nba_roster WHERE AGE >= 25"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "How many players in the NBA are 6'6", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = '6' || '6';"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) as INTEGER)) FROM nba_roster"} +{"question": "How many players on each team have a height greater than 6'8", "sql": "SELECT team, COUNT(*) as num_players_over_68 FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) as INTEGER) > 68 GROUP BY team;"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the top 3 teams with the highest average salaries in the NBA", "sql": "SELECT TEAM, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as average_salary FROM nba_roster GROUP BY TEAM ORDER BY average_salary DESC LIMIT 3"} +{"question": "Who are the oldest players on each team in the NBA, excluding the average age of their team", "sql": "SELECT nba_roster.NAME FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster WHERE TEAM = nba_roster.TEAM) ORDER BY AGE DESC;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the height with the most players in the NBA", "sql": "SELECT COUNT(*), CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) as height, COUNT(*) as count FROM nba_roster GROUP BY CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) ORDER BY count DESC LIMIT 1"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team;"} +{"question": "What is the average age of all NBA players", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common position played by Jalen Johnson", "sql": "SELECT POS, COUNT(*) AS count, POS FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Who is the highest-paid player on the Toronto Raptors", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Toronto Raptors' AND SALARY = (SELECT MAX(SALARY) FROM nba_roster WHERE TEAM = 'Toronto Raptors');"} +{"question": "How many players in the NBA are younger than the oldest player in the league by 15 years", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE + 15 > (SELECT MAX(Age) FROM nba_roster);"} +{"question": "What is the number of players on each team who are 25 years old or older", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE AGE >= 25 GROUP BY team;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of NBA players who are 25 years old or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE age >= 25"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "How many players on the Toronto Raptors are 6'8", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE team='Toronto Raptors' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "What are the top 5 players in the NBA in terms of average height", "sql": "SELECT name, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as avg_height FROM nba_roster GROUP BY name ORDER BY avg_height DESC LIMIT 5"} +{"question": "What players in the NBA are taller than the average height of all players", "sql": "SELECT NAME FROM nba_roster WHERE HT > (SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) FROM nba_roster)"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the median height in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Who is the highest-paid player in the NBA who is 60 years old or older", "sql": "SELECT name, team FROM nba_roster WHERE age > 5*12 AND salary!= '--' ORDER BY CAST(REPLACE(REPLACE(salary, '$', ''), ',', '') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the number of players in the NBA who attended a college other than '--'?", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the total salary for each team in the NBA", "sql": "SELECT Team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team"} +{"question": "What is the most represented college among NBA players", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "Which team has the most players 25 years old or older", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE >= 25 GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "What are the 5 most common jersey numbers in the NBA", "sql": "SELECT COUNT(DISTINCT Jersey), Jersey FROM nba_roster GROUP BY Jersey ORDER BY COUNT(DISTINCT Jersey) DESC LIMIT 5"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 5"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team;"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT name, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS salary FROM nba_roster WHERE SALARY!= '--' ORDER BY salary DESC LIMIT 5"} +{"question": "What colleges are most represented in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE;"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the average salary of NBA players under the age of 25", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE <= 25"} +{"question": "Who are the tallest players in the NBA", "sql": "SELECT NAME FROM nba_roster WHERE HT > (SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) FROM nba_roster)"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster WHERE HT IS NOT NULL GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the salary range of the 25th percentile of NBA players", "sql": "SELECT CAST(SALARY as INTEGER) as salary, COUNT(*) as count FROM nba_roster GROUP BY CAST(SALARY as INTEGER) ORDER BY count LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster) * 0.25"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "What are the top 5 colleges that produce the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the top 10 teams in the NBA by average salary", "sql": "SELECT Team, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY average_salary DESC LIMIT 10"} +{"question": "What is the player with the highest salary in the NBA", "sql": "SELECT name, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS salary FROM nba_roster WHERE SALARY!= '--' ORDER BY salary DESC LIMIT 1"} +{"question": "How many players in the NBA are 5 years or younger than the oldest player in the league", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 5 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What is the college that has produced the most veteran players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE AGE >= 30 GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common height among NBA players", "sql": "SELECT CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) as height, COUNT(*) as count FROM nba_roster GROUP BY CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) ORDER BY count DESC"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS Average_Age FROM nba_roster"} +{"question": "What is the team with the highest average salary in the NBA", "sql": "SELECT TEAM, AVG(SALARY) AS Average_Salary FROM nba_roster GROUP BY TEAM ORDER BY Average_Salary DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(LENGTH(SUBSTR(HT, 0, INSTR(HT,'')-1))) AS average_height FROM nba_roster"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the average age of all NBA players", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "Who is the oldest player in the NBA who is not a rookie", "sql": "SELECT name, age FROM nba_roster WHERE SALARY!= '--' ORDER BY age DESC LIMIT 1"} +{"question": "How many players in the NBA are 6 feet 8 inches or taller", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) >= 68"} +{"question": "What is the most common age range among NBA players", "sql": "SELECT AGE, COUNT(*) as count FROM nba_roster GROUP BY AGE ORDER BY count DESC"} +{"question": "What are the most common heights in the NBA", "sql": "SELECT CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) as height, COUNT(*) as count FROM nba_roster GROUP BY CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) ORDER BY count DESC"} +{"question": "What is the total salary of the most expensive team in the NBA", "sql": "SELECT Team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as Total_Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY Total_Salary DESC"} +{"question": "What is the average age of all players in the NBA who are at least 60 years old", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5*12"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What are the 10 most common heights among NBA players", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster WHERE HT IS NOT NULL GROUP BY HT ORDER BY count DESC LIMIT 10"} +{"question": "What are the top 10 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY count DESC LIMIT 10"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT NAME FROM nba_roster WHERE AGE = (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the highest-paid player on the Los Angeles Lakers", "sql": "SELECT name, salary FROM nba_roster WHERE team='Los Angeles Lakers' AND salary!= '--' ORDER BY CAST(REPLACE(REPLACE(salary, '$', ''), ',', '') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average salary of Power Forwards in the NBA who are at least 25 years old", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE CAST(AGE AS INTEGER) >= 25 AND POS = 'PF';"} +{"question": "What is the average height of the tallest team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster WHERE CAST(SUBSTR(HT, INSTR(HT,'')+1) AS FLOAT)/12 >= 6.8 GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "How many players in the NBA are 6'8", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the 5 teams with the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 5"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) AS age_avg FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "Which player has the highest salary on the Cleveland Cavaliers", "sql": "SELECT NAME, HT FROM nba_roster ORDER BY LENGTH(HT) DESC LIMIT 1"} +{"question": "Who are the top 3 highest-paid players in the NBA", "sql": "SELECT name, salary FROM (SELECT name, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS salary FROM nba_roster WHERE SALARY!= '--') AS subquery ORDER BY salary DESC LIMIT 3"} +{"question": "What are the top 3 highest-paid players on the Toronto Raptors", "sql": "SELECT name, SALARY FROM nba_roster WHERE team='Toronto Raptors' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3"} +{"question": "How many players in the NBA are 25 years old", "sql": "SELECT COUNT(*) FROM nba_roster WHERE age = 25"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the team with the oldest average age in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster GROUP BY TEAM ORDER BY average_age DESC LIMIT 1"} +{"question": "Who is the highest-paid player in the NBA, excluding those with unknown salaries", "sql": "SELECT MAX(SALARY) AS highest_salary, NAME FROM nba_roster WHERE SALARY!= '--' GROUP BY NAME ORDER BY highest_salary DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT Team, AVG(AGE) as average_age FROM nba_roster GROUP BY Team"} +{"question": "Which team has the most players under the age of 25", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE AGE < 25 GROUP BY Team ORDER BY num_players DESC LIMIT 1"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 10;"} +{"question": "What is the average age of all NBA players", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT TEAM, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY TEAM;"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS"} +{"question": "Who is the highest-paid player in the NBA who did not attend college", "sql": "SELECT name, salary FROM nba_roster WHERE COLLEGE = '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the 99th percentile salary in the NBA", "sql": "SELECT COUNT(*) AS total_players FROM nba_roster WHERE AGE >= 25 AND SALARY!= '--'"} +{"question": "Which colleges have the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What are the top 3 jersey numbers with the most players in the NBA", "sql": "SELECT jersey, COUNT(*) as count FROM nba_roster WHERE jersey!= 'NA' GROUP BY jersey ORDER BY count DESC LIMIT 3"} +{"question": "What is the average height for each position in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) AS INTEGER)) AS avg_height FROM nba_roster GROUP BY POS"} +{"question": "What are the top 3 teams with the highest average salaries in the NBA", "sql": "SELECT Team, AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY avg_salary DESC LIMIT 3"} +{"question": "How many players in the NBA are 68 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) = 68"} +{"question": "What percentage of NBA players are at least 6 feet 8 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) >= 68 AND CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 >= 6.5"} +{"question": "Who is the highest-paid player on the Toronto Raptors", "sql": "SELECT name, salary FROM nba_roster WHERE team='Toronto Raptors' AND salary!= '--' ORDER BY CAST(REPLACE(REPLACE(salary, '$', ''), ',', '') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average age and height of NBA players, excluding those with unknown heights", "sql": "SELECT AVG(AGE) as average_age, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) as INTEGER)) as average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the most successful college in terms of producing NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average salary of NBA players 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE >= 25"} +{"question": "What is the most common college attended by NBA players", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average age of the Toronto Raptors players", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors' AND AGE IS NOT NULL"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT name, age FROM nba_roster ORDER BY age DESC LIMIT 1;"} +{"question": "What is the most common position in the NBA with the most players", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the player who has played for the most teams in the NBA", "sql": "SELECT name, COUNT(*) as num_teams FROM nba_roster GROUP BY name ORDER BY num_teams DESC LIMIT 1"} +{"question": "What is the highest-paid player in the NBA", "sql": "SELECT name, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as salary FROM nba_roster WHERE SALARY!= '--' ORDER BY salary DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(LENGTH(HT)) AS average_height FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "What is the most common height range among NBA players", "sql": "SELECT HT, COUNT(*) AS frequency FROM nba_roster GROUP BY HT ORDER BY frequency DESC;"} +{"question": "What is the average height of players in the NBA who are 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) as INTEGER)) AS avg_height FROM nba_roster WHERE CAST(AGE as INTEGER) >= 25"} +{"question": "What is the team with the highest average salary for players who are 6'8", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) as INTEGER)) AS avg_salary FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')) as INTEGER) = 68 GROUP BY team ORDER BY avg_salary DESC LIMIT 1"} +{"question": "What is the total number of players in the NBA roster who have a recorded height", "sql": "SELECT COUNT(*) AS total_players FROM nba_roster WHERE HT IS NOT NULL AND HT!= 'NA';"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which team has the most unique players in the NBA", "sql": "SELECT COUNT(DISTINCT TEAM), TEAM FROM nba_roster GROUP BY TEAM ORDER BY COUNT(DISTINCT TEAM) DESC LIMIT 1"} +{"question": "What is the most common college attended by NBA players", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT Team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as Average_Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team"} +{"question": "What are the 5 oldest players in the NBA", "sql": "SELECT NAME, AGE FROM nba_roster ORDER BY AGE DESC LIMIT 5"} +{"question": "What is the shortest height of a player in the NBA", "sql": "SELECT name, HT FROM nba_roster ORDER BY LENGTH(HT) LIMIT 1, 1"} +{"question": "What are the colleges with the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "How many players are on the Toronto Raptors", "sql": "SELECT COUNT(*) FROM nba_roster WHERE Team = 'Toronto Raptors';"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "What is the average height of Power Forwards and Centers in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,'')+1) AS FLOAT)/12) AS average_height FROM nba_roster WHERE POS IN ('PF', 'C');"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What are the top 10 colleges with the most players in the NBA", "sql": "SELECT college, COUNT(*) AS num_players FROM nba_roster WHERE college!= '--' GROUP BY college ORDER BY num_players DESC LIMIT 10"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which players have played for more than one team in their NBA career", "sql": "SELECT NAME, COUNT(DISTINCT team) AS num_teams FROM nba_roster GROUP BY NAME HAVING COUNT(DISTINCT team) > 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the college that has produced the most players who are 30 years old or older in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE AGE >= 30 GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the total salary of the team with the highest payroll in the NBA", "sql": "SELECT team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY total_salary DESC"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the top-paid players for each team in the NBA", "sql": "SELECT team, name, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY salary DESC"} +{"question": "What is the most successful college program in terms of producing NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What positions are represented in the NBA", "sql": "SELECT * FROM nba_roster WHERE POS LIKE '%Guard%' OR POS LIKE '%Forward%' OR POS LIKE '%Center%';"} +{"question": "What is the total salary of all players in the NBA, excluding those with unknown salaries", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT name, COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY COUNT(*) DESC LIMIT 1"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What is the average age of players for each position in the NBA", "sql": "SELECT pos, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY pos"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "What is the average height of players on each NBA team", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER)) as avg_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY team"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster"} +{"question": "What is the average salary of all NBA players, excluding those with unknown salaries", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',', '') AS INTEGER) DESC LIMIT 5"} +{"question": "What are the 10 tallest players in the NBA", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 10"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the height of the player(s) who are 6'8", "sql": "SELECT NAME FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What is the age range of players on each team in the NBA", "sql": "SELECT team, MIN(AGE) as youngest_player, MAX(AGE) as oldest_player FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "What is the name and jersey number of the player with the highest jersey number in the NBA roster", "sql": "SELECT NAME, JERSEY FROM nba_roster ORDER BY CAST(JERSEY AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average height of the top 75% of players in the NBA", "sql": "SELECT CAST(SUBSTR(HT, INSTR(HT,'')+1) AS INTEGER) as average_height FROM nba_roster WHERE HT!= 'NA' GROUP BY CAST(SUBSTR(HT, INSTR(HT,'')+1) AS INTEGER) ORDER BY average_height DESC LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE HT!= 'NA')*75/100-1"} +{"question": "What is the average age of players who attended the same college as Otto Porter Jr.", "sql": "SELECT AVG(AGE) as avg_age FROM nba_roster WHERE COLLEGE IN (SELECT COLLEGE FROM nba_roster WHERE NAME = 'Otto Porter Jr.') AND AGE IS NOT NULL"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER) DESC LIMIT 5"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS COUNT FROM nba_roster GROUP BY POS ORDER BY COUNT(*) DESC LIMIT 1"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the tallest player on the Toronto Raptors", "sql": "SELECT NAME, HT FROM nba_roster WHERE team='Toronto Raptors' AND HT IS NOT NULL ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average height for each position in the NBA", "sql": "SELECT pos, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) as avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY pos"} +{"question": "What is the age group with the most players in the NBA", "sql": "SELECT age, COUNT(*) as count FROM nba_roster WHERE age IS NOT NULL GROUP BY age ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players in the NBA who are taller than 6 feet or have a height that includes the measurement '8'", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE HT > '6' || HT LIKE '%''8';"} +{"question": "Which five jersey numbers are the most commonly worn by players in the NBA", "sql": "SELECT name, jersey, COUNT(*) as count FROM nba_roster GROUP BY jersey ORDER BY count DESC LIMIT 5"} +{"question": "What is the average age of players in the NBA who are taller than 6 feet or have a height that includes the measurement '8'", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE HT > '6' || HT LIKE '%''8';"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "What is the most popular position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the number of players in the NBA who are 68 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) = 68;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(LENGTH(SUBSTR(HT, 0, INSTR(HT,'')-1))) AS average_height FROM nba_roster"} +{"question": "What are the top 5 highest-paid players in the NBA", "sql": "SELECT name, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as salary FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "Which colleges have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary of NBA players", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--'"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "What is the total salary for each team in the NBA", "sql": "SELECT Team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as Total_Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team"} +{"question": "What is the average salary of players in the NBA who are older than 25 years old", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE > 25"} +{"question": "What is the average age of the players in the NBA roster", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "Who is the highest paid player on the team with the most players", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster) AND TEAM = (SELECT TEAM FROM nba_roster GROUP BY TEAM ORDER BY COUNT(*) DESC LIMIT 1);"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "How many players are currently on the Toronto Raptors' roster", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What are the heights of the players in the NBA that are 6 feet 8 inches tall", "sql": "SELECT name, HT FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT * FROM nba_roster ORDER BY CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) AS INTEGER) DESC LIMIT 5"} +{"question": "What is the average height of players on the Toronto Raptors", "sql": "SELECT Team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) as Average_Height FROM nba_roster GROUP BY Team"} +{"question": "What is the 75th percentile salary in the NBA", "sql": "SELECT Team, COUNT(*) as Count, COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY Team, COLLEGE ORDER BY Count DESC;"} +{"question": "What are the top 5 teams in the NBA by average salary", "sql": "SELECT Team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as Average_Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY Average_Salary DESC"} +{"question": "What are the top 3 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER) DESC LIMIT 3"} +{"question": "What are the top 5 most common jersey numbers in the NBA", "sql": "SELECT name, jersey, COUNT(*) as count FROM nba_roster GROUP BY jersey ORDER BY count DESC LIMIT 5"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA are 25 years old or younger", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE <= 25"} +{"question": "What is the position with the most players who attended a known college", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA attended Michigan State University", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE COLLEGE = 'Michigan State';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which college has the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the most represented position among University of Michigan alumni in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE COLLEGE='Michigan' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary of players in the NBA who are older than 27 years old", "sql": "SELECT AVG(SALARY) AS average_salary FROM nba_roster WHERE AGE > 27;"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT * FROM nba_roster ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "How many players are on each team in the NBA", "sql": "SELECT TEAM, COUNT(*) AS num_players FROM nba_roster GROUP BY TEAM;"} +{"question": "Which college has the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the most common heights among NBA players", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 10"} +{"question": "What is the most common height among NBA players", "sql": "SELECT CAST(SUBSTR(HT, 1, INSTR(HT,'')) AS INTEGER) AS height, COUNT(*) AS count FROM nba_roster GROUP BY height ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary of all NBA players", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--'"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 10"} +{"question": "What is the number of players in the NBA roster who are more than 5 years older than the average age of all players in the roster", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA roster who have their age recorded", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the 99th percentile salary in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA roster who have a recorded age", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What are the top colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC"} +{"question": "What is the average height for each position in the NBA", "sql": "SELECT p1.POS, AVG(CAST(SUBSTRING(p2.HT, 0, INSTR(p2.HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster p1 JOIN nba_roster p2 ON p1.POS = p2.POS GROUP BY p1.POS"} +{"question": "What is the total salary of all players in the NBA", "sql": "SELECT SUM(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS total_salary FROM nba_roster WHERE SALARY!= '--'"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the most common height in the NBA", "sql": "SELECT CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) as height_feet, COUNT(*) as count FROM nba_roster GROUP BY CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary of NBA players who are older than 5 years old", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE > 5"} +{"question": "Who is the highest paid player in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the most represented college among NBA players", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "Which players have had the most varied careers in the NBA, having played for the most different teams", "sql": "SELECT name, COUNT(DISTINCT team) as num_teams FROM nba_roster WHERE team!= 'NA' GROUP BY name ORDER BY num_teams DESC LIMIT 10"} +{"question": "What teams have multiple players from the same college", "sql": "SELECT team, COUNT(*) AS num_players, COLLEGE FROM nba_roster GROUP BY team, COLLEGE HAVING COUNT(*) > 1"} +{"question": "What are the top colleges that produce the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Which colleges have the most representation in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What are the top 10 colleges with the most players in the NBA", "sql": "SELECT name, COLLEGE, COUNT(*) as college_count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY college_count DESC LIMIT 10"} +{"question": "Which college has the most players on the Brooklyn Nets", "sql": "SELECT team, COUNT(*) AS num_players, COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team, COLLEGE ORDER BY num_players DESC"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the height of the tallest player in the NBA roster", "sql": "SELECT NAME, HT FROM nba_roster WHERE HT IS NOT NULL ORDER BY LENGTH(HT) DESC LIMIT 1"} +{"question": "What is the average age of NBA players", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the 99th percentile salary in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA roster who have a recorded age", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the average age of NBA players who are older than 5 years old", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5"} +{"question": "What is the average height of NBA players under the age of 25", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS average_height FROM nba_roster WHERE AGE <= 25"} +{"question": "What is the number of players on each team who are 25 years old or older", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE >= 25 GROUP BY team;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "sql": "SELECT college, COUNT(*) AS num_players FROM nba_roster WHERE college!= '--' GROUP BY college ORDER BY num_players DESC"} +{"question": "What percentage of players in the NBA are 5 years or younger than the oldest player in the league", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 5 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What is the average salary for each position in the NBA", "sql": "SELECT pos, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS"} +{"question": "What is the age range of players in the NBA roster", "sql": "SELECT MIN(AGE) as youngest_player, MAX(AGE) as oldest_player FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average age of the youngest players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE <= 25"} +{"question": "What are the top 3 teams with the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 3"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the names of the Boston Celtics players who earn at least $10 million in salary", "sql": "SELECT name FROM nba_roster WHERE team='Boston Celtics' AND CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER) >= 10000000"} +{"question": "What are the 10 players with the tallest and shortest heights in the NBA", "sql": "SELECT name, HT, MAX(CAST(SUBSTRING(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS max_height, MIN(CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)) AS min_height FROM nba_roster WHERE HT!= 'NA' GROUP BY name ORDER BY max_height DESC, min_height ASC LIMIT 10"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT name, COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 10"} +{"question": "What is the age of the oldest player on the Toronto Raptors", "sql": "SELECT name, age FROM nba_roster WHERE team='Toronto Raptors' ORDER BY age DESC LIMIT 1"} +{"question": "Which college has the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What are the heights of the players on the NBA roster who are exactly 6 feet 8 inches tall", "sql": "SELECT name, HT FROM nba_roster WHERE LENGTH(HT) = 6 AND SUBSTR(HT, 1, 1) = '6' AND SUBSTR(HT, 3, 1) = '8'"} +{"question": "What are the top 5 highest-paid college-educated players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE COLLEGE!= '--' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "How many players in the NBA are 25 years old or younger", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE <= 25 AND AGE IS NOT NULL"} +{"question": "What is the most common position in the NBA with the most players", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster"} +{"question": "Which colleges have the most representation in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC"} +{"question": "What is the number of players in the NBA roster who do not have a college listed", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE = '--';"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC"} +{"question": "What is the number of players on the Toronto Raptors who earn more than $10,000,000", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Toronto Raptors' AND CAST(SUBSTRING(SALARY, 2) AS INTEGER) > 10000000"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC"} +{"question": "What are the top 3 highest paid players from each college", "sql": "SELECT name, college, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY college ORDER BY max_salary DESC LIMIT 3"} +{"question": "What is the average age of all NBA players", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY SALARY DESC LIMIT 1"} +{"question": "What is the average height and age of NBA players, and how do these values vary by height", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS average_height, AVG(AGE) AS average_age FROM nba_roster GROUP BY CAST(SUBSTR(HT, INSTR(HT,'')+1) AS INTEGER)"} +{"question": "Who is the highest-paid player on the Los Angeles Lakers", "sql": "SELECT name, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster WHERE team='Los Angeles Lakers' AND SALARY!= '--' GROUP BY name ORDER BY avg_salary DESC LIMIT 1"} +{"question": "What is the most frequently worn jersey number in the NBA", "sql": "SELECT COUNT(DISTINCT Jersey) AS total_jerseys, Jersey FROM nba_roster GROUP BY Jersey ORDER BY total_jerseys DESC LIMIT 1"} +{"question": "What is the average salary of NBA players under the age of 25", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE <= 25"} +{"question": "Who are the tallest players in the NBA", "sql": "SELECT NAME FROM nba_roster WHERE HT > (SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) FROM nba_roster)"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5;"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT TEAM, AVG(AGE) AS average_age FROM nba_roster GROUP BY TEAM"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT TEAM, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM"} +{"question": "What is the average age of all players in the NBA who have a known salary", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, COUNT(*) AS count FROM nba_roster WHERE HT IS NOT NULL GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What percentage of NBA players are over the age of 25", "sql": "SELECT COUNT(*) as total_players, COUNT(CASE WHEN AGE > 25 THEN 1 ELSE NULL END) as players_over_25, ROUND(COUNT(CASE WHEN AGE > 25 THEN 1 ELSE NULL END) / COUNT(*) * 100, 2) as percentage_over_25 FROM nba_roster;"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What percentage of NBA players have their height recorded", "sql": "SELECT COUNT(*) FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster"} +{"question": "Who is the highest paid player in the NBA", "sql": "SELECT name, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS salary FROM nba_roster WHERE SALARY IS NOT NULL ORDER BY salary DESC LIMIT 1"} +{"question": "How many players in the NBA are 25 years old", "sql": "SELECT COUNT(*) as count FROM nba_roster WHERE AGE = 25"} +{"question": "What is the 99th percentile salary in the NBA?", "answer": "46741590", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*99/100-1;"} +{"question": "What is the 75th percentile salary in the NBA?", "answer": "13932008", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*75/100-1;"} +{"question": "What is the 25th percentile salary in the NBA?", "answer": "2413304", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*25/100-1;"} +{"question": "What is the median weight in the NBA?", "answer": "215", "sql": "select CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What is the average weight in the NBA?", "answer": "214.98", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster;"} +{"question": "What is the median height in the NBA?", "answer": "6.58333333333333", "sql": "select CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What is the average height in the NBA?", "answer": "6.54986111111111", "sql": "select AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster;"} +{"question": "Can you tell me how many players are in the NBA?", "answer": "600", "sql": "select count(*) from nba_roster;"} +{"question": "Would you please let me know what the highest paid players are for each position?", "answer": "The highest paid players are Nikola Jokic (C), Paul George (F), Norman Powell (G), Kevin Durant (PF), Stephen Curry (PG), LeBron James (SF), Bradley Beal (SG).", "sql": "SELECT name, pos, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "Is Jalen Johnson 23 years old?", "answer": "No, Jalen Johnson is 21 years old", "sql": "Select name, age from nba_roster where name='Jalen Johnson';"} +{"question": "Who is the oldest player on the Brooklyn Nets?", "answer": "Spencer Dinwiddie, Dorian Finney-Smith, Royce O'Neale", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MAX(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "Who has the higest salary on the Memphis Grizzlies?", "answer": "Ja Morant", "sql": "select salary, name from nba_roster where team='Memphis Grizzlies' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which player has the higest salary on the Cleveland Cavaliers?", "answer": "Darius Garland", "sql": "select salary, name from nba_roster where team='Cleveland Cavaliers' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid center on the Dallas Mavericks?", "answer": "Dereck Lively II", "sql": "select salary, name from nba_roster where team='Dallas Mavericks' and POS='C' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How much is Marcus Smart getting paid?", "answer": "$18,833,712", "sql": "select salary from nba_roster where name='Marcus Smart';"} +{"question": "What's the average age of the Trail Blazers?", "answer": "24", "sql": "select avg(age) from nba_roster where team='Portland Trail Blazers';"} +{"question": "What's the median age of the NBA?", "answer": "25", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What's the median age of the Miami Heat?", "answer": "26", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster where team='Miami Heat' order by percentile limit 1 offset (select count(*) from nba_roster where team='Miami Heat')/2;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "answer": "Golden State Warriors, Milwaukee Bucks, Miami Heat, LA Clippers, Phoenix Suns", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "What is the average salary of Power Forward players in the NBA", "answer": "$10948045", "sql": "select avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary from nba_roster where POS = 'PF';"} +{"question": "What is the median weight in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA are at least 5 years older than the youngest player in the league", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT MIN(AGE) FROM nba_roster) > 5"} +{"question": "What are the 5 colleges that have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster;"} +{"question": "What is the average salary of NBA players who are at least 5 years old", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE > 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common age range among NBA players", "sql": "SELECT AGE, COUNT(*) AS count FROM nba_roster GROUP BY AGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the 99th percentile salary in the NBA?", "answer": "46741590", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*99/100-1;"} +{"question": "What is the 75th percentile salary in the NBA?", "answer": "13932008", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*75/100-1;"} +{"question": "What is the 25th percentile salary in the NBA?", "answer": "2413304", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*25/100-1;"} +{"question": "What is the median weight in the NBA?", "answer": "215", "sql": "select CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What is the average weight in the NBA?", "answer": "214.98", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster;"} +{"question": "What is the median height in the NBA?", "answer": "6.58333333333333", "sql": "select CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What is the average height in the NBA?", "answer": "6.54986111111111", "sql": "select AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster;"} +{"question": "Can you tell me how many players are in the NBA?", "answer": "600", "sql": "select count(*) from nba_roster;"} +{"question": "Would you please let me know what the highest paid players are for each position?", "answer": "The highest paid players are Nikola Jokic (C), Paul George (F), Norman Powell (G), Kevin Durant (PF), Stephen Curry (PG), LeBron James (SF), Bradley Beal (SG).", "sql": "SELECT name, pos, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "Is Jalen Johnson 23 years old?", "answer": "No, Jalen Johnson is 21 years old", "sql": "Select name, age from nba_roster where name='Jalen Johnson';"} +{"question": "Who is the oldest player on the Brooklyn Nets?", "answer": "Spencer Dinwiddie, Dorian Finney-Smith, Royce O'Neale", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MAX(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "Who has the higest salary on the Memphis Grizzlies?", "answer": "Ja Morant", "sql": "select salary, name from nba_roster where team='Memphis Grizzlies' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which player has the higest salary on the Cleveland Cavaliers?", "answer": "Darius Garland", "sql": "select salary, name from nba_roster where team='Cleveland Cavaliers' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid center on the Dallas Mavericks?", "answer": "Dereck Lively II", "sql": "select salary, name from nba_roster where team='Dallas Mavericks' and POS='C' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How much is Marcus Smart getting paid?", "answer": "$18,833,712", "sql": "select salary from nba_roster where name='Marcus Smart';"} +{"question": "What's the average age of the Trail Blazers?", "answer": "24", "sql": "select avg(age) from nba_roster where team='Portland Trail Blazers';"} +{"question": "What's the median age of the NBA?", "answer": "25", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What's the median age of the Miami Heat?", "answer": "26", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster where team='Miami Heat' order by percentile limit 1 offset (select count(*) from nba_roster where team='Miami Heat')/2;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "answer": "Golden State Warriors, Milwaukee Bucks, Miami Heat, LA Clippers, Phoenix Suns", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "What is the average salary of Power Forward players in the NBA", "answer": "$10948045", "sql": "select avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary from nba_roster where POS = 'PF';"} diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_large_filtered.jsonl b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_large_filtered.jsonl new file mode 100644 index 000000000..58bddd51e --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_large_filtered.jsonl @@ -0,0 +1,330 @@ +{"question": "What college has the most players in the NBA who are 30 years old or older", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE AGE >= 30 GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the total salary of all NBA players", "sql": "SELECT SUM(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)*1000000) FROM nba_roster;"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS num_players FROM nba_roster GROUP BY POS;"} +{"question": "What is the average salary for each age group in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary, AGE as age_group FROM nba_roster WHERE SALARY!= '--' GROUP BY AGE ORDER BY age_group;"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5;"} +{"question": "How many players in the NBA attended college", "sql": "SELECT COUNT(*) AS num_college_players FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "What are the top 3 colleges with the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 3;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster;"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS average_height FROM nba_roster;"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE SALARY!= '--' GROUP BY team;"} +{"question": "What are the top 3 positions with the highest total salary expenditure in the NBA", "sql": "SELECT pos, name, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY pos ORDER BY total_salary DESC LIMIT 3;"} +{"question": "Which colleges have the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team;"} +{"question": "What are the teams with the highest average salaries in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC;"} +{"question": "What are the 5 colleges that have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average salary of Power Forwards in the NBA who are at least 25 years old", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE >= 25 AND POS = 'PF';"} +{"question": "What is the average age of 6-foot Power Forwards in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) = 6 AND POS='PF';"} +{"question": "What is the name of the player with the highest average weight among Power Forwards in the NBA", "sql": "SELECT NAME, AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) AS INTEGER)) AS avg_weight FROM nba_roster WHERE POS='PF' GROUP BY NAME ORDER BY avg_weight DESC LIMIT 1;"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the average salary of all NBA players", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster;"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Which three teams have the most players from a single college", "sql": "SELECT team, COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY team, COLLEGE ORDER BY num_players DESC LIMIT 3;"} +{"question": "How many players in the NBA are at least 5 years older than the youngest player in the league", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT MIN(AGE) FROM nba_roster) > 5;"} +{"question": "What is the average salary of NBA players who are 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) as INTEGER)) FROM nba_roster WHERE CAST(AGE as INTEGER) >= 25;"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team;"} +{"question": "What is the average salary for each position in the NBA, excluding players with unknown salaries", "sql": "SELECT POS, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) as INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "What are the oldest players on each team with a roster size of 6 or more", "sql": "SELECT NAME FROM nba_roster WHERE AGE IN (SELECT MAX(AGE) FROM nba_roster WHERE TEAM IN (SELECT TEAM FROM nba_roster GROUP BY TEAM HAVING COUNT(*) > 5));"} +{"question": "What is the average height of the players on the Toronto Raptors", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the highest-paid Toronto Raptors player who attended college", "sql": "SELECT name, salary FROM nba_roster WHERE team='Toronto Raptors' AND COLLEGE!='--' AND SALARY!='--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the median weight in the NBA", "sql": "SELECT NAME, COLLEGE, COUNT(*) as num_colleges FROM nba_roster WHERE COLLEGE!= '--' GROUP BY NAME, COLLEGE ORDER BY num_colleges DESC;"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT * FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the average height of players on each NBA team", "sql": "SELECT team, AVG(CAST(SUBSTRING(HT, 1, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) / 12.0) as avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY team;"} +{"question": "Who are the top 3 highest-paid players in the NBA", "sql": "SELECT name, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY name ORDER BY total_salary DESC LIMIT 3;"} +{"question": "What is the average salary of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) FROM nba_roster WHERE SALARY!= '--';"} +{"question": "How many players in the NBA are 68 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What are the top 5 teams with the oldest average age of players", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "What is the average salary of the Los Angeles Lakers players", "sql": "SELECT AVG(CAST(SALARY AS INTEGER) ) AS average_salary FROM nba_roster WHERE team='Los Angeles Lakers';"} +{"question": "What is the college that has produced the most players currently playing for the Boston Celtics", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE team='Boston Celtics' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the most common position for players under the age of 25 in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average height of players on each NBA team, excluding players with unknown heights", "sql": "SELECT TEAM, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) as avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY TEAM ORDER BY avg_height DESC;"} +{"question": "What are the 5 most common heights among NBA players", "sql": "SELECT HT, COUNT(*) AS count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 5;"} +{"question": "What are the top 5 colleges with the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5;"} +{"question": "What is the average height of NBA players who are 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE age >= 25;"} +{"question": "What are the top 3 teams with the highest average salaries in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 3;"} +{"question": "What is the position with the most players in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average salary of NBA players who are at least 5 years old", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE > 5;"} +{"question": "What is the most common age range among NBA players", "sql": "SELECT AGE, COUNT(*) AS count FROM nba_roster GROUP BY AGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average salary of NBA players who are 25 years old or older", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE > 25;"} +{"question": "What is the average age of the players in the NBA who are more than 5 years older than the average age of all players", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE + (SELECT AVG(AGE) FROM nba_roster) > 5*12;"} +{"question": "What is the average age of the players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE > 5*12;"} +{"question": "What colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "Who is the highest paid player in the NBA", "sql": "SELECT name, salary FROM nba_roster WHERE salary!= '--' ORDER BY CAST(REPLACE(REPLACE(salary, '$', ''), ',', '') AS INTEGER) DESC LIMIT 1;"} +{"question": "How many players in the NBA are 5 years or younger than the oldest player in the league", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 5 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What are the 5 teams with the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC;"} +{"question": "What is the average salary for each team in the NBA, excluding teams with unknown salaries", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY average_salary DESC;"} +{"question": "How many players in the NBA are 10 years old or older", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE age + (JULIANDAY('now') - JULIANDAY(DATE('now', '-10 year'))) / 365.25 >= 10;"} +{"question": "How many players on the Toronto Raptors are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE team='Toronto Raptors' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "How many players in the NBA are over the age of 25", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE > 25;"} +{"question": "What is the average height of NBA players under the age of 25", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE AGE <= 25;"} +{"question": "What is the total salary of all players in the NBA who are more than 5 years older than the average age of all players", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE (AGE - (SELECT AVG(AGE) FROM nba_roster)) > 5;"} +{"question": "What is the most common height in the NBA", "sql": "SELECT SUBSTR(HT, 1, INSTR(HT,'')-1) as height, COUNT(*) as count FROM nba_roster GROUP BY SUBSTR(HT, 1, INSTR(HT,'')-1) ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average salary of NBA players 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) FROM nba_roster WHERE AGE >= 25;"} +{"question": "What are the 5 most common heights in the NBA", "sql": "SELECT HT, COUNT(*) AS frequency FROM nba_roster GROUP BY HT ORDER BY frequency DESC LIMIT 5;"} +{"question": "What is the average height of the players on the Los Angeles Lakers", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,'')+1) AS FLOAT)/12) AS height FROM nba_roster WHERE TEAM = 'Los Angeles Lakers';"} +{"question": "What is the average age of all players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5;"} +{"question": "What is the most popular college attended by NBA players", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average height for each position in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) as INTEGER)) AS average_height FROM nba_roster GROUP BY POS ORDER BY average_height;"} +{"question": "What are the jersey numbers of the first 5 players in the NBA roster", "sql": "SELECT NAME, JERSEY FROM nba_roster ORDER BY JERSEY LIMIT 5;"} +{"question": "What is the age range of the players in the NBA", "sql": "SELECT MIN(AGE) as youngest_player, MAX(AGE) as oldest_player FROM nba_roster;"} +{"question": "What is the total salary for each team in the NBA", "sql": "SELECT team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team;"} +{"question": "What are the top 5 teams in the NBA with the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 5;"} +{"question": "What are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as total_salary FROM nba_roster WHERE SALARY!= '--' ORDER BY total_salary DESC LIMIT 5;"} +{"question": "What is the 99th percentile salary in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "How many players are on the Toronto Raptors", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE TEAM = 'Toronto Raptors';"} +{"question": "What are the 5 highest-paid players in the NBA", "sql": "SELECT * FROM (SELECT *, ROW_NUMBER() OVER (ORDER BY SALARY DESC) AS row_num FROM nba_roster) AS temp_table WHERE row_num <= 5;"} +{"question": "Which players have had the most varied careers in the NBA, having played for the most different teams", "sql": "SELECT name, COUNT(DISTINCT team) as num_teams FROM nba_roster WHERE team!= 'NA' GROUP BY name ORDER BY num_teams DESC LIMIT 10;"} +{"question": "Which three teams have the most players under the age of 25", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE AGE < 25 GROUP BY Team ORDER BY num_players DESC LIMIT 3;"} +{"question": "What are the colleges with the highest average salaries in the NBA", "sql": "SELECT college, COUNT(*) as count, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY college ORDER BY avg_salary DESC;"} +{"question": "What is the name and jersey number of the player with the highest jersey number in the NBA", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE JERSEY!= 'NA' ORDER BY CAST(JERSEY AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the average age of NBA players", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster;"} +{"question": "What are the top 3 teams with the oldest average age in the NBA", "sql": "SELECT TEAM, AVG(AGE) as average_age FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY average_age DESC LIMIT 3;"} +{"question": "Which colleges have multiple players in the NBA", "sql": "SELECT COUNT(*) AS college_players, COLLEGE FROM nba_roster GROUP BY COLLEGE HAVING COUNT(*) > 1;"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(CAST(AGE as INTEGER)) as avg_age FROM nba_roster GROUP BY team;"} +{"question": "What is the average salary of Power Forward players in the NBA", "sql": "SELECT age, COUNT(*) as count FROM nba_roster GROUP BY age ORDER BY count DESC;"} +{"question": "What is the team with the highest average salary for players over 25 years old", "sql": "SELECT team, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE > 25 AND SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What is the age range of players in the NBA", "sql": "SELECT MIN(AGE) as youngest, MAX(AGE) as oldest FROM nba_roster;"} +{"question": "What is the most successful college in terms of producing NBA players", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1;"} +{"question": "What is the average salary of the Boston Celtics players", "sql": "SELECT AVG(CAST(SALARY AS INTEGER) ) AS average_salary FROM nba_roster WHERE team='Boston Celtics';"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC;"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster);"} +{"question": "Which 5 players have the highest jersey numbers in the NBA", "sql": "SELECT name, jersey FROM nba_roster WHERE jersey!= 'NA' ORDER BY CAST(REPLACE(REPLACE(jersey, '0', ''), 'NA', '') AS INTEGER) DESC LIMIT 5;"} +{"question": "What are the names of the players who are older than 30 years old in the NBA", "sql": "SELECT name, age FROM nba_roster WHERE age > 30 ORDER BY age;"} +{"question": "How many players in the NBA are younger than the oldest player in the league by 25 years", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 25 > (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "Which 10 players have played for the most teams in their NBA careers", "sql": "SELECT name, COUNT(DISTINCT team) AS num_teams FROM nba_roster GROUP BY name ORDER BY num_teams DESC LIMIT 10;"} +{"question": "What is the average height for each height range in the NBA", "sql": "SELECT HT, COUNT(*) as count, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) as avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY HT;"} +{"question": "How many players in the NBA are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What percentage of players in the NBA are 10 years or less away from the oldest player in the league", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 10 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average salary of the youngest players on each NBA team", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE <= 22 GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What is the average age of players in the NBA who have a publicly disclosed salary", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the average salary for each position in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary, POS FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY average_salary DESC;"} +{"question": "What is the average age of players in the NBA who are at least 60 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Who are the 10 tallest players in the NBA", "sql": "SELECT HT, NAME FROM nba_roster ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) DESC LIMIT 10;"} +{"question": "Which NBA team has the most players under the age of 25", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE <= 25 GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the average age of players from each college, excluding those who did not attend college, listed in order from oldest to youngest", "sql": "SELECT COLLEGE, AVG(AGE) as average_age FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY average_age DESC;"} +{"question": "What is the average salary for each position in the NBA, with the highest-paid positions listed first", "sql": "SELECT POS, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY average_salary DESC;"} +{"question": "What is the average height of NBA players 25 years old or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE AGE >= 25;"} +{"question": "What are the top 10 colleges with the most players in the NBA", "sql": "SELECT college, COUNT(*) as num_players FROM nba_roster WHERE college!= '--' GROUP BY college ORDER BY num_players DESC LIMIT 10;"} +{"question": "What is the average height of all players in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as average_height FROM nba_roster;"} +{"question": "What are the top 5 colleges that produce the highest-paid NBA players", "sql": "SELECT COLLEGE, AVG(CAST(SUBSTR(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY COLLEGE ORDER BY average_salary DESC LIMIT 5;"} +{"question": "Which teams have the most players under 6'8", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE HT!= 'NA' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) < 68 GROUP BY team;"} +{"question": "What is the number of players in the NBA who are 25 years old or younger", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE <= 25;"} +{"question": "What is the team with the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What are the average heights for each position in the NBA, from tallest to shortest", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height, POS FROM nba_roster GROUP BY POS ORDER BY average_height DESC;"} +{"question": "How many players in the NBA are over the age of 30", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE > 30;"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT NAME, HT FROM nba_roster ORDER BY LENGTH(HT) DESC LIMIT 1;"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 3;"} +{"question": "Which team has the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What is the total number of players in the NBA who have attended a college other than '--'?", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "Who is the player who has played for the most teams in their NBA career", "sql": "SELECT NAME, COUNT(DISTINCT TEAM) AS num_teams FROM nba_roster WHERE SALARY!= '--' GROUP BY NAME ORDER BY num_teams DESC LIMIT 1;"} +{"question": "What are the top 10 highest-paid college-educated players in the NBA", "sql": "SELECT name, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS total_salary FROM nba_roster WHERE COLLEGE!= '--' GROUP BY name ORDER BY total_salary DESC LIMIT 10;"} +{"question": "Which NBA players have attended multiple colleges", "sql": "SELECT NAME, COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY NAME, COLLEGE HAVING COUNT(COLLEGE) > 1;"} +{"question": "What are the 5 teams with the tallest average height in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC;"} +{"question": "What is the average height of players in the NBA who are older than 25 years old", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster WHERE AGE > 25;"} +{"question": "How many players are on the Toronto Raptors' roster", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the weight of the heaviest 75% of NBA players", "sql": "SELECT WT FROM nba_roster ORDER BY CAST(REPLACE(REPLACE(WT,'lbs', ''),'', '') AS INTEGER) DESC LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE WT!= '--') * 75 / 100 - 1;"} +{"question": "Who is the highest-paid player in the league, excluding those with unknown positions, salaries, or colleges", "sql": "SELECT name, salary FROM nba_roster WHERE POS!= 'NA' AND SALARY!= '--' AND COLLEGE!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How many players in the NBA attended Duke, Kentucky, or North Carolina for college", "sql": "SELECT COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' AND COLLEGE IN ('Duke', 'Kentucky', 'North Carolina');"} +{"question": "What is the most common college represented in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1;"} +{"question": "What is the number of players in the NBA who attended a college other than '--'?", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "How many players on the Toronto Raptors are 25 years old or older", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE team='Toronto Raptors' AND AGE >= 25;"} +{"question": "How many players on the Toronto Raptors are 6'8", "sql": "SELECT COUNT(*) FROM nba_roster WHERE TEAM = 'Toronto Raptors' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "What is the team with the most players over 30 years old in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE AGE > 30 GROUP BY Team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the highest-paid Power Forward in the NBA", "sql": "SELECT POS, NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as Salary FROM nba_roster WHERE SALARY!= '--' ORDER BY Salary DESC LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE SALARY!= '--' AND POS = 'PF')-1;"} +{"question": "How many players in the NBA are older than the average age of all players", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster);"} +{"question": "What positions in the NBA tend to have the oldest average age", "sql": "SELECT POS, COUNT(*) AS count, AVG(AGE) AS average_age FROM nba_roster GROUP BY POS ORDER BY average_age DESC;"} +{"question": "Which players have more than 5 teammates with the same name", "sql": "SELECT NAME FROM nba_roster WHERE (SELECT COUNT(*) FROM nba_roster WHERE NAME = nba_roster.NAME AND TEAM = nba_roster.TEAM) > 5;"} +{"question": "Which teams have the most players in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC;"} +{"question": "What is the total salary of the most expensive team in the NBA", "sql": "SELECT Team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as Total_Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY Total_Salary DESC;"} +{"question": "How many players on the Boston Celtics are 6 feet 8 inches tall or taller", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE team='Boston Celtics' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "What are the most common colleges represented in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age, COUNT(*) AS num_players FROM nba_roster GROUP BY team HAVING COUNT(*) > 5 ORDER BY average_age DESC;"} +{"question": "How many players in the NBA are 6 feet tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 6;"} +{"question": "Who are the tallest players in the NBA", "sql": "SELECT NAME FROM nba_roster WHERE HT > (SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) FROM nba_roster);"} +{"question": "What are the ages of the youngest and oldest players in the NBA", "sql": "SELECT MIN(AGE) AS youngest_player, MAX(AGE) AS oldest_player FROM nba_roster;"} +{"question": "What are the 5 teams with the lightest average weight for players with known heights", "sql": "SELECT HT, WT, AVG(CAST(SUBSTR(WT, 1, LENGTH(WT)-3) AS INTEGER)) AS avg_weight FROM nba_roster WHERE HT!= 'NA' GROUP BY HT ORDER BY avg_weight DESC LIMIT 5;"} +{"question": "What are the top 5 positions with the tallest average height in the NBA", "sql": "SELECT POS, COUNT(*) AS count, AVG(CAST(SUBSTR(HT, 1, LENGTH(HT)-2) AS INTEGER)) AS avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 5;"} +{"question": "Which 5 players have played for the most teams in their NBA careers", "sql": "SELECT NAME, COUNT(DISTINCT team) AS num_teams FROM nba_roster GROUP BY NAME ORDER BY num_teams DESC LIMIT 5;"} +{"question": "What are the most common heights in the NBA", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 10;"} +{"question": "How many players on the Los Angeles Lakers are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE team='Los Angeles Lakers' AND CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "What are the most common positions for players under the age of 25 in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE AGE < 25 GROUP BY POS ORDER BY count DESC;"} +{"question": "What are the top colleges that produce the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC;"} +{"question": "What are the colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "How many players in the NBA are 25 years or younger", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 25 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What is the average age of players from the college that has produced the youngest players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY average_age LIMIT 1;"} +{"question": "How many players in the NBA have attended Duke, Kentucky, North Carolina, or did not attend college", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE IN ('--', 'Duke', 'Kentucky', 'North Carolina');"} +{"question": "What are the teams with the most players from a particular college", "sql": "SELECT team, COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY team, COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the number of players in the NBA who are older than 10 years old", "sql": "SELECT COUNT(*) FROM nba_roster WHERE (CAST(CAST(AGE AS INTEGER) AS REAL) > 10);"} +{"question": "What are the top 3 highest paid players from each college", "sql": "SELECT name, college, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY college ORDER BY max_salary DESC LIMIT 3;"} +{"question": "How many players in the NBA are at least 6 feet 8 inches tall", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) >= 68;"} +{"question": "Which NBA teams have the most players from a particular college", "sql": "SELECT Team, COLLEGE, COUNT(*) as Count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY Team, COLLEGE ORDER BY Count DESC;"} +{"question": "What is the most common college attended by NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1;"} +{"question": "What is the total salary of all NBA players, excluding those with unknown salaries", "sql": "SELECT SUM(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)*1000000) AS total_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What are the teams with the tallest average height in the NBA", "sql": "SELECT team, AVG(LENGTH(HT)) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC;"} +{"question": "Which 10 players have played for the most teams in their NBA career", "sql": "SELECT name, COUNT(DISTINCT team) as num_teams FROM nba_roster WHERE SALARY!= '--' GROUP BY name ORDER BY num_teams DESC LIMIT 10;"} +{"question": "What is the average height of NBA players 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) AS INTEGER)) AS average_height FROM nba_roster WHERE AGE <= 25;"} +{"question": "What is the average weight of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')-1) AS INTEGER) + CAST(SUBSTR(WT, INSTR(WT,' ')+1) AS FLOAT)/16) as average_weight FROM nba_roster WHERE WT!= '--';"} +{"question": "Which teams in the NBA have a significantly larger roster size compared to the number of point guards in the league", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team HAVING COUNT(*) > (SELECT COUNT(*) FROM nba_roster WHERE POS = 'PG')*0.3;"} +{"question": "What are the top 5 colleges that produce the oldest average age of NBA players", "sql": "SELECT COLLEGE, AVG(AGE) as avg_age FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY avg_age DESC LIMIT 5;"} +{"question": "What is the average salary of all players in the positions of PG, SG, SF, PF, and C in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE POS = 'PG' OR POS = 'SG' OR POS = 'SF' OR POS = 'PF' OR POS = 'C';"} +{"question": "Who is the player with the highest salary in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster);"} +{"question": "What are the top 10 teams with the most players in the NBA, considering only teams with at least 10 players with height information", "sql": "SELECT name, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as avg_height, COUNT(*) as count FROM nba_roster WHERE HT!= 'NA' GROUP BY name ORDER BY count DESC LIMIT 10;"} +{"question": "Which players have played for the most teams in their NBA careers", "sql": "SELECT name, COUNT(DISTINCT team) as team_count FROM nba_roster WHERE team!= 'NA' GROUP BY name ORDER BY team_count DESC LIMIT 10;"} +{"question": "What is the 75th percentile jersey number in the NBA", "sql": "SELECT CAST(Jersey AS INTEGER) as percentile FROM nba_roster ORDER BY CAST(Jersey AS INTEGER) LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster) * 0.75;"} +{"question": "How many players in the NBA are younger than the oldest player in the league by 15 years", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE + 15 > (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "Which jersey numbers are the most popular among NBA players", "sql": "SELECT NAME, JERSEY FROM nba_roster GROUP BY JERSEY ORDER BY COUNT(*) DESC LIMIT 3;"} +{"question": "Which team has the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 1;"} +{"question": "How many players in the NBA are older than 25 years old", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE > 25;"} +{"question": "Which colleges have produced the most multiple NBA players", "sql": "SELECT COLLEGE, COUNT(*) FROM nba_roster GROUP BY COLLEGE HAVING COUNT(*) > 1;"} +{"question": "Who has the highest salary on the Los Angeles Lakers", "sql": "SELECT name, salary FROM nba_roster WHERE team='Los Angeles Lakers' AND salary!= '--' ORDER BY CAST(REPLACE(REPLACE(salary, '$', ''), ',', '') AS INTEGER) DESC LIMIT 1;"} +{"question": "What are the minimum and maximum salaries for each team in the NBA", "sql": "SELECT MIN(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as min_salary, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary, team FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY min_salary DESC, max_salary DESC;"} +{"question": "What is the average age of the team with the oldest roster in the NBA", "sql": "SELECT AVG(AGE) as avg_age FROM nba_roster GROUP BY team ORDER BY avg_age DESC LIMIT 1;"} +{"question": "What are the teams with more than 5 players in the age range of 25 to 30 in the NBA", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE AGE BETWEEN 25 AND 30 GROUP BY team HAVING COUNT(*) > 5;"} +{"question": "Who is the highest-paid player who did not attend college", "sql": "SELECT name, salary FROM nba_roster WHERE SALARY!= '--' AND COLLEGE = '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the total number of players in the NBA", "sql": "SELECT COUNT(*) FROM nba_roster;"} +{"question": "What is the most common position among players under the age of 25 in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT name, age FROM nba_roster ORDER BY age DESC LIMIT 1;"} +{"question": "What are the minimum and maximum salaries in the NBA", "sql": "SELECT MIN(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as min_salary, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the average salary of Power Forward players in the NBA who are under the age of 25", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE POS = 'PF' AND AGE < 25;"} +{"question": "What is the total number of players in the NBA who are 25 years or younger", "sql": "SELECT COUNT(*) as total_players FROM nba_roster WHERE AGE + 25 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "Who is the highest-paid player on the Toronto Raptors", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE TEAM = 'Toronto Raptors' AND SALARY = (SELECT MAX(SALARY) FROM nba_roster WHERE TEAM = 'Toronto Raptors');"} +{"question": "Who is the highest-paid player on the Los Angeles Lakers", "sql": "SELECT name FROM nba_roster WHERE team='Los Angeles Lakers' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What are the top 3 teams with the most players over the age of 5 in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE age > 5 GROUP BY team ORDER BY num_players DESC LIMIT 3;"} +{"question": "Which teams have the tallest players, excluding those with unknown salaries", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as avg_height FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_height DESC;"} +{"question": "What is the number of players in the NBA who are 25 years or younger", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE + 25 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What is the age group with the most players in the NBA", "sql": "SELECT AGE, COUNT(*) as count FROM nba_roster GROUP BY AGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the most common position for players aged 25 or older in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE AGE >= 25 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the total salary of all players in the NBA", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster;"} +{"question": "Which three teams have the most players from the same college", "sql": "SELECT team, COUNT(*) AS num_players, COLLEGE FROM nba_roster GROUP BY team, COLLEGE ORDER BY num_players DESC LIMIT 3;"} +{"question": "What is the average age of players in the NBA who are more than 5 years older than the average age of all players", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5;"} +{"question": "What is the heaviest player in the NBA", "sql": "SELECT NAME, WT FROM nba_roster WHERE WT!= 'NA' ORDER BY CAST(SUBSTRING(WT, 0, INSTR(WT,'') - 1) AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the average height of all players in the NBA roster", "sql": "SELECT AVG(LENGTH(HT)) AS average_height FROM nba_roster;"} +{"question": "What are the average height and age of players on each team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS average_height, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC;"} +{"question": "How many players in the NBA are 6' or 8' tall", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 6 | 8;"} +{"question": "What is the shortest weight listed in the 'nba_roster' table", "sql": "SELECT NAME, WT FROM nba_roster ORDER BY LENGTH(WT) LIMIT 1;"} +{"question": "What is the highest-paid player in the NBA", "sql": "SELECT TEAM, NAME, SALARY FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster) ORDER BY TEAM;"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1;"} +{"question": "What is the total salary of all players in the NBA who are 25 years old or younger", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE AGE <= 25;"} +{"question": "What is the oldest player for each position in the NBA", "sql": "SELECT pos, NAME, MAX(AGE) as max_age FROM nba_roster GROUP BY pos;"} +{"question": "Who is the highest-paid player in the NBA who did not attend college", "sql": "SELECT name, salary FROM nba_roster WHERE COLLEGE = '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the salary of the 25th percentile of players in the NBA who are 25 years old or younger", "sql": "SELECT CAST(SALARY as INTEGER) as percentile FROM nba_roster WHERE AGE <= 25 ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE AGE <= 25) / 4;"} +{"question": "What are the most common positions in the NBA, and which position has the highest average weight", "sql": "SELECT POS, COUNT(*) AS count, AVG(CAST(SUBSTR(WT, 1, INSTR(WT,'')) AS INTEGER)) AS average_weight FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the 75th percentile age of the NBA players", "sql": "SELECT CAST(AGE AS INTEGER) AS percentile FROM nba_roster ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster) * 0.75;"} +{"question": "What is the average salary of paid NBA players", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What age group has the most players in the NBA", "sql": "SELECT AGE, COUNT(*) as count FROM nba_roster GROUP BY AGE ORDER BY count DESC;"} +{"question": "What is the height of the tallest player on the Los Angeles Lakers", "sql": "SELECT HT, NAME FROM nba_roster WHERE team='Los Angeles Lakers' AND HT!= 'NA' ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the average salary of the Toronto Raptors players", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the average salary of an NBA player", "sql": "SELECT AVG(CAST(SALARY AS INTEGER) / 1000000) AS average_salary FROM nba_roster;"} +{"question": "What is the team with the highest average age in the NBA", "sql": "SELECT team, AVG(age) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1;"} +{"question": "Which team has the most players over the age of 25 in the NBA", "sql": "SELECT Team, COUNT(*) FROM nba_roster WHERE AGE > 25 GROUP BY Team ORDER BY COUNT(*) DESC LIMIT 1;"} +{"question": "What is the total salary of the team with the highest total salary in the NBA", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS total_salary, team FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY total_salary DESC;"} +{"question": "How many players in the NBA are exactly 6 feet tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 6 AND HT!= 'NA';"} +{"question": "What is the age with the most unique players in the NBA", "sql": "SELECT COUNT(DISTINCT AGE) AS age_count, AGE FROM nba_roster GROUP BY AGE ORDER BY age_count DESC LIMIT 1;"} +{"question": "What is the highest-paid player who did not attend college", "sql": "SELECT name, salary FROM nba_roster WHERE COLLEGE = '--' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which age group has the most players in the NBA", "sql": "SELECT COUNT(*), AGE FROM nba_roster GROUP BY AGE ORDER BY COUNT(*) DESC;"} +{"question": "What is the average height in the NBA?", "sql": "SELECT COUNT(*) as num_college_players FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "Which position has the most players in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What are the top 10 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 10;"} +{"question": "What is the average age of players from colleges that have multiple players in the NBA", "sql": "SELECT AVG(AGE) AS average_age, COLLEGE FROM nba_roster GROUP BY COLLEGE HAVING COUNT(*) > 1;"} +{"question": "Which colleges have the most representation in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "Who are the oldest players in the NBA, excluding those who are above the average age of all players", "sql": "SELECT NAME FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster) ORDER BY AGE DESC;"} +{"question": "What are the top 3 highest-paid players on the Toronto Raptors", "sql": "SELECT name, SALARY FROM nba_roster WHERE team='Toronto Raptors' ORDER BY CAST(SUBSTRING(SALARY, 2) AS INTEGER) DESC LIMIT 3;"} +{"question": "Which colleges have produced multiple players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY COLLEGE HAVING COUNT(*) > 1;"} +{"question": "What is the average salary of NBA players 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE CAST(AGE AS INTEGER) <= 25;"} +{"question": "What is the highest-paid player who has played for more than one team", "sql": "SELECT NAME, TEAM, SALARY FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster) AND (SELECT COUNT(DISTINCT TEAM) FROM nba_roster WHERE NAME = nba_roster.NAME) > 1;"} +{"question": "Who is the tallest player in the NBA, based on average height", "sql": "SELECT NAME, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) AS INTEGER)) AS AVG_HEIGHT, COUNT(DISTINCT TEAM) AS TEAM_COUNT FROM nba_roster GROUP BY NAME ORDER BY AVG_HEIGHT DESC LIMIT 1;"} +{"question": "What is the total weight of all players in the NBA", "sql": "SELECT SUM(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster;"} +{"question": "What are the top 10 highest-paid teams in the NBA, based on the average salary of their players", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as avg_salary, AVG(AGE) as avg_age FROM nba_roster WHERE SALARY!= '--' GROUP BY SALARY ORDER BY avg_salary DESC LIMIT 10;"} +{"question": "What is the highest salary for each team in the NBA", "sql": "SELECT team, MAX(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as highest_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team;"} +{"question": "What is the average age of all players in the NBA who are at least 60 years old", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "What is the average age of the youngest players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE <= 25;"} +{"question": "What are the top 3 teams with the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 3;"} +{"question": "What is the most popular jersey number in the NBA", "sql": "SELECT Jersey, COUNT(*) as frequency FROM nba_roster WHERE Jersey!= 'NA' GROUP BY Jersey ORDER BY frequency DESC LIMIT 1;"} +{"question": "What is the total salary of all players in the NBA, excluding those with unknown salaries", "sql": "SELECT SUM(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the number of players in the NBA roster who are 10 years or less away from the oldest player in the league", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE + 10 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "Which three teams have the tallest average height in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster GROUP BY team ORDER BY height DESC LIMIT 3;"} +{"question": "How many players in the NBA are older than 5 years old", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE > 5;"} +{"question": "What are the 5 teams with the most players from the University of Michigan", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE = 'Michigan' GROUP BY team ORDER BY num_players DESC LIMIT 5;"} +{"question": "What is the number of players in the NBA who are 15 years or younger than the oldest player in the league", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE + 15 <= (SELECT MAX(AGE) FROM nba_roster);"} +{"question": "What are the minimum and maximum salaries of NBA players", "sql": "SELECT MIN(SALARY) AS min_salary, MAX(SALARY) AS max_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the total salary of all players on the Toronto Raptors who are at least 6 feet 7 inches tall", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE team='Toronto Raptors' AND CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 >= 6.67;"} +{"question": "What is the height with the most players in the NBA", "sql": "SELECT HT, COUNT(*) as count, AVG(WT) as avg_weight FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 1;"} +{"question": "What is the most common height of NBA players", "sql": "SELECT CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) AS height, COUNT(*) AS count FROM nba_roster GROUP BY CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) ORDER BY count DESC LIMIT 1;"} +{"question": "What is the total salary of all NBA players with known salaries", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the oldest player in the NBA", "sql": "SELECT AVG(AGE) as average_age, NAME from nba_roster GROUP BY NAME ORDER BY average_age DESC LIMIT 1;"} +{"question": "What is the average height of NBA players aged 25 or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) as INTEGER)) AS avg_height FROM nba_roster WHERE AGE >= 25;"} +{"question": "How many players in the NBA are 6'6", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = '6' || '6';"} +{"question": "Who are the oldest players on each team in the NBA, excluding the average age of their team", "sql": "SELECT nba_roster.NAME FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster WHERE TEAM = nba_roster.TEAM) ORDER BY AGE DESC;"} +{"question": "What is the most common position played by Jalen Johnson", "sql": "SELECT POS, COUNT(*) AS count, POS FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the number of players on each team who are 25 years old or older", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE AGE >= 25 GROUP BY team;"} +{"question": "What are the top 5 players in the NBA in terms of average height", "sql": "SELECT name, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) as avg_height FROM nba_roster GROUP BY name ORDER BY avg_height DESC LIMIT 5;"} +{"question": "What players in the NBA are taller than the average height of all players", "sql": "SELECT NAME FROM nba_roster WHERE HT > (SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) FROM nba_roster);"} +{"question": "Which team has the most players 25 years old or older", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE >= 25 GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What are the 5 most common jersey numbers in the NBA", "sql": "SELECT COUNT(DISTINCT Jersey), Jersey FROM nba_roster GROUP BY Jersey ORDER BY COUNT(DISTINCT Jersey) DESC LIMIT 5;"} +{"question": "What colleges are most represented in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE;"} +{"question": "What is the average salary of NBA players under the age of 25", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE <= 25;"} +{"question": "What are the top 10 teams in the NBA by average salary", "sql": "SELECT Team, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY average_salary DESC LIMIT 10;"} +{"question": "What is the player with the highest salary in the NBA", "sql": "SELECT name, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS salary FROM nba_roster WHERE SALARY!= '--' ORDER BY salary DESC LIMIT 1;"} +{"question": "Who is the oldest player in the NBA who is not a rookie", "sql": "SELECT name, age FROM nba_roster WHERE SALARY!= '--' ORDER BY age DESC LIMIT 1;"} +{"question": "How many players in the NBA are 6 feet 8 inches or taller", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) >= 68;"} +{"question": "How many players in the NBA are 25 years old", "sql": "SELECT COUNT(*) FROM nba_roster WHERE age = 25;"} +{"question": "What is the team with the oldest average age in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster GROUP BY TEAM ORDER BY average_age DESC LIMIT 1;"} +{"question": "Who is the highest-paid player in the NBA, excluding those with unknown salaries", "sql": "SELECT MAX(SALARY) AS highest_salary, NAME FROM nba_roster WHERE SALARY!= '--' GROUP BY NAME ORDER BY highest_salary DESC LIMIT 1;"} +{"question": "Which team has the most players under the age of 25", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE AGE < 25 GROUP BY Team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What are the top 3 jersey numbers with the most players in the NBA", "sql": "SELECT jersey, COUNT(*) as count FROM nba_roster WHERE jersey!= 'NA' GROUP BY jersey ORDER BY count DESC LIMIT 3;"} +{"question": "What percentage of NBA players are at least 6 feet 8 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) >= 68 AND CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 >= 6.5;"} +{"question": "What is the average age and height of NBA players, excluding those with unknown heights", "sql": "SELECT AVG(AGE) as average_age, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) as INTEGER)) as average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the player who has played for the most teams in the NBA", "sql": "SELECT name, COUNT(*) as num_teams FROM nba_roster GROUP BY name ORDER BY num_teams DESC LIMIT 1;"} +{"question": "What is the average height of players in the NBA who are 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')) as INTEGER)) AS avg_height FROM nba_roster WHERE CAST(AGE as INTEGER) >= 25;"} +{"question": "Which team has the most unique players in the NBA", "sql": "SELECT COUNT(DISTINCT TEAM), TEAM FROM nba_roster GROUP BY TEAM ORDER BY COUNT(DISTINCT TEAM) DESC LIMIT 1;"} +{"question": "What are the 5 oldest players in the NBA", "sql": "SELECT NAME, AGE FROM nba_roster ORDER BY AGE DESC LIMIT 5;"} +{"question": "What is the shortest height of a player in the NBA", "sql": "SELECT name, HT FROM nba_roster ORDER BY LENGTH(HT) LIMIT 1, 1;"} +{"question": "What is the average height of Power Forwards and Centers in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,'')+1) AS FLOAT)/12) AS average_height FROM nba_roster WHERE POS IN ('PF', 'C');"} +{"question": "What is the total salary of the team with the highest payroll in the NBA", "sql": "SELECT team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY total_salary DESC;"} +{"question": "What are the top-paid players for each team in the NBA", "sql": "SELECT team, name, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY salary DESC;"} +{"question": "What is the average salary of all NBA players, excluding those with unknown salaries", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the name and jersey number of the player with the highest jersey number in the NBA roster", "sql": "SELECT NAME, JERSEY FROM nba_roster ORDER BY CAST(JERSEY AS INTEGER) DESC LIMIT 1;"} +{"question": "Which five jersey numbers are the most commonly worn by players in the NBA", "sql": "SELECT name, jersey, COUNT(*) as count FROM nba_roster GROUP BY jersey ORDER BY count DESC LIMIT 5;"} +{"question": "What is the most popular position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the number of players in the NBA who are 68 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) = 68;"} +{"question": "Who is the highest paid player on the team with the most players", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster) AND TEAM = (SELECT TEAM FROM nba_roster GROUP BY TEAM ORDER BY COUNT(*) DESC LIMIT 1);"} +{"question": "What is the average height of players on the Toronto Raptors", "sql": "SELECT Team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) as Average_Height FROM nba_roster GROUP BY Team;"} +{"question": "What are the top 5 teams in the NBA by average salary", "sql": "SELECT Team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as Average_Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY Average_Salary DESC;"} +{"question": "What are the top 3 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER) DESC LIMIT 3;"} +{"question": "How many players in the NBA are 25 years old or younger", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE <= 25;"} +{"question": "How many players in the NBA attended Michigan State University", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE COLLEGE = 'Michigan State';"} +{"question": "What is the most represented position among University of Michigan alumni in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE COLLEGE='Michigan' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "How many players are on each team in the NBA", "sql": "SELECT TEAM, COUNT(*) AS num_players FROM nba_roster GROUP BY TEAM;"} +{"question": "What is the number of players in the NBA roster who are more than 5 years older than the average age of all players in the roster", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5;"} +{"question": "What teams have multiple players from the same college", "sql": "SELECT team, COUNT(*) AS num_players, COLLEGE FROM nba_roster GROUP BY team, COLLEGE HAVING COUNT(*) > 1;"} +{"question": "Which college has the most players on the Brooklyn Nets", "sql": "SELECT team, COUNT(*) AS num_players, COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team, COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the average age of NBA players who are older than 5 years old", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5;"} +{"question": "What are the 10 players with the tallest and shortest heights in the NBA", "sql": "SELECT name, HT, MAX(CAST(SUBSTRING(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS max_height, MIN(CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)) AS min_height FROM nba_roster WHERE HT!= 'NA' GROUP BY name ORDER BY max_height DESC, min_height ASC LIMIT 10;"} +{"question": "What is the age of the oldest player on the Toronto Raptors", "sql": "SELECT name, age FROM nba_roster WHERE team='Toronto Raptors' ORDER BY age DESC LIMIT 1;"} +{"question": "What are the top 5 highest-paid college-educated players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE COLLEGE!= '--' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the number of players in the NBA roster who do not have a college listed", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE = '--';"} +{"question": "What is the number of players on the Toronto Raptors who earn more than $10,000,000", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Toronto Raptors' AND CAST(SUBSTRING(SALARY, 2) AS INTEGER) > 10000000;"} +{"question": "What is the average height and age of NBA players, and how do these values vary by height", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS average_height, AVG(AGE) AS average_age FROM nba_roster GROUP BY CAST(SUBSTR(HT, INSTR(HT,'')+1) AS INTEGER);"} +{"question": "What is the most frequently worn jersey number in the NBA", "sql": "SELECT COUNT(DISTINCT Jersey) AS total_jerseys, Jersey FROM nba_roster GROUP BY Jersey ORDER BY total_jerseys DESC LIMIT 1;"} +{"question": "What is the average age of all players in the NBA who have a known salary", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the 99th percentile salary in the NBA?", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*99/100-1;"} +{"question": "What is the 75th percentile salary in the NBA?", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*75/100-1;"} +{"question": "What is the 25th percentile salary in the NBA?", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*25/100-1;"} +{"question": "What is the median weight in the NBA?", "sql": "select CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What is the average weight in the NBA?", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster;"} +{"question": "What is the median height in the NBA?", "sql": "select CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "Can you tell me how many players are in the NBA?", "sql": "select count(*) from nba_roster;"} +{"question": "Would you please let me know what the highest paid players are for each position?", "sql": "SELECT name, pos, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "Is Jalen Johnson 23 years old?", "sql": "Select name, age from nba_roster where name='Jalen Johnson';"} +{"question": "Who is the oldest player on the Brooklyn Nets?", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MAX(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "Who has the higest salary on the Memphis Grizzlies?", "sql": "select salary, name from nba_roster where team='Memphis Grizzlies' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which player has the higest salary on the Cleveland Cavaliers?", "sql": "select salary, name from nba_roster where team='Cleveland Cavaliers' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid center on the Dallas Mavericks?", "sql": "select salary, name from nba_roster where team='Dallas Mavericks' and POS='C' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How much is Marcus Smart getting paid?", "sql": "select salary from nba_roster where name='Marcus Smart';"} +{"question": "What's the average age of the Trail Blazers?", "sql": "select avg(age) from nba_roster where team='Portland Trail Blazers';"} +{"question": "What's the median age of the NBA?", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)/2;"} +{"question": "What's the median age of the Miami Heat?", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster where team='Miami Heat' order by percentile limit 1 offset (select count(*) from nba_roster where team='Miami Heat')/2;"} diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_v2.jsonl b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_v2.jsonl new file mode 100644 index 000000000..f204e69b9 --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_v2.jsonl @@ -0,0 +1,226 @@ +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who are the top 5 highest-paid players in the league", "sql": "SELECT NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS Salary, POS FROM nba_roster WHERE SALARY!= '--' ORDER BY Salary DESC LIMIT 5"} +{"question": "What is the average age of players for each team in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(LENGTH(HT)) FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the most common heights in the NBA", "sql": "SELECT HT, COUNT(*) AS count, AVG(WT) AS avg_weight FROM nba_roster GROUP BY HT ORDER BY count DESC"} +{"question": "What are the 5 teams with the highest average age of players, grouped by their salary range", "sql": "SELECT AVG(AGE) AS average_age, SALARY FROM nba_roster WHERE SALARY!= '--' GROUP BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) ORDER BY average_age DESC LIMIT 5"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT name, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster GROUP BY name ORDER BY height DESC LIMIT 1"} +{"question": "Which five players in the NBA have attended the most different colleges", "sql": "SELECT name, COLLEGE, COUNT(DISTINCT COLLEGE) as num_colleges FROM nba_roster WHERE COLLEGE!= '--' GROUP BY name ORDER BY num_colleges DESC LIMIT 5"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT Team, COUNT(*) AS num_players FROM nba_roster GROUP BY Team;"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC;"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age"} +{"question": "Which team has the tallest average height", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the average height of all NBA players", "sql": "SELECT AVG(HT) FROM nba_roster"} +{"question": "Who is the highest paid player in the league", "sql": "SELECT name, SALARY FROM nba_roster ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average age of the players on the Golden State Warriors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE TEAM='Golden State Warriors';"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the team with the oldest average age in the NBA", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age DESC LIMIT 1"} +{"question": "What is the average age of NBA players", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER) / 1000000) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 3"} +{"question": "Which team has the oldest average age of players", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster GROUP BY team ORDER BY avg_age DESC LIMIT 1"} +{"question": "What is the average height of all NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA have attended a college other than '--'", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of the players on the team with the most players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE TEAM IN (SELECT TEAM FROM nba_roster GROUP BY TEAM ORDER BY COUNT(*) DESC LIMIT 1)"} +{"question": "What is the number of players in the NBA roster who are 25 years old or older", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE >= 25 AND AGE IS NOT NULL;"} +{"question": "What is the average age of the players in the NBA roster", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the average age of all players in the NBA who have a non-null salary", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, COUNT(*) AS count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most popular position among players under the age of 25", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the number of players who are more than 10 years older than the average age of all players", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE age > (SELECT AVG(age) FROM nba_roster) + 10"} +{"question": "What college has produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "What are the top 3 teams with the oldest average age in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 3"} +{"question": "Which team has the highest average salary in the NBA", "sql": "SELECT TEAM, AVG(SALARY) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY avg_salary DESC LIMIT 1"} +{"question": "What is the average salary of players in the NBA who are older than 5 years old", "sql": "SELECT AVG(SALARY) FROM nba_roster WHERE AGE > 5*12"} +{"question": "Who are the top 5 highest-paid players in the league", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY SALARY DESC LIMIT 5"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the top 5 teams with the most players in the NBA", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 5"} +{"question": "Who are the top 3 highest-paid players on the Golden State Warriors", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE team='Golden State Warriors' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3"} +{"question": "What are the top 5 teams with the most players in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What players earn more than the average salary in the NBA", "sql": "SELECT name, AVG(salary) AS average_salary FROM nba_roster GROUP BY name HAVING AVG(salary) > (SELECT AVG(salary) FROM nba_roster);"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) as percentile FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What percentage of NBA players attended college", "sql": "SELECT COUNT(*) as percentile FROM nba_roster WHERE COLLEGE!= '--'"} +{"question": "What is the average salary of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "Which teams have the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC;"} +{"question": "Which positions in the NBA have the most players and which positions have the oldest players on average", "sql": "SELECT POS, COUNT(*) as count, ROUND(AVG(AGE),2) as avg_age FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "What is the position with the most players in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS IS NOT NULL GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the tallest team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) / 12.0) as average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "Which college has produced the most players for a specific NBA team", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team, COLLEGE ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the team with the oldest average age", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age DESC LIMIT 1"} +{"question": "What is the height in inches of all players who are 6'8", "sql": "SELECT NAME, HT FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the height of the tallest player in the NBA", "sql": "SELECT HT, COUNT(*) AS count FROM nba_roster GROUP BY SUBSTRING(HT, 0, INSTR(HT,'')) ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(LENGTH(HT)) AS average_height FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count, POS FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC"} +{"question": "What are the college and jersey numbers of the players who have attended college and have the lowest jersey numbers", "sql": "SELECT COLLEGE, NAME, JERSEY FROM nba_roster WHERE COLLEGE IS NOT NULL ORDER BY CAST(SUBSTR(JERSEY, 1, INSTR(JERSEY,'') - 1) AS INTEGER) ASC"} +{"question": "What is the average salary of the Toronto Raptors players", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE team='Toronto Raptors' AND SALARY!= '--';"} +{"question": "What is the most common height among NBA players", "sql": "SELECT COUNT(*), SUBSTR(HT, 0, INSTR(HT,'')-1) AS Height FROM nba_roster WHERE HT!= 'NA' GROUP BY Height ORDER BY COUNT(*) DESC LIMIT 1"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC"} +{"question": "What is the average salary for each team in the NBA, excluding teams with unknown salaries", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players for each team in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS num_players FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the top 10 highest-paid players in the NBA", "sql": "SELECT name, team, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as salary FROM nba_roster WHERE SALARY!= '--' ORDER BY salary DESC LIMIT 10"} +{"question": "What is the average age of players for each position in the NBA, excluding players with unknown ages", "sql": "SELECT POS, AVG(AGE) AS Average_Age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY POS ORDER BY Average_Age DESC"} +{"question": "What college has produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS Number_of_Players FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY Number_of_Players DESC LIMIT 1"} +{"question": "Which team has the tallest average height", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What are the names of the players in the NBA who are older than 25 and have a recorded age", "sql": "SELECT NAME FROM nba_roster WHERE AGE > 25 AND AGE IS NOT NULL;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which NBA team has the most players who are 6'8", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68 GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "What are the 5 teams with the most players from the same college who play center in the NBA", "sql": "SELECT c.name, c.HT, c.COLLEGE, t.team FROM nba_roster c JOIN nba_roster t ON c.COLLEGE = t.COLLEGE WHERE c.POS = 'C' AND t.POS = 'C' GROUP BY c.COLLEGE, t.team ORDER BY COUNT(*) DESC LIMIT 5"} +{"question": "What is the average age of the players on the Los Angeles Lakers", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Los Angeles Lakers';"} +{"question": "What team has the largest roster in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the average age of the players in the NBA roster", "sql": "SELECT AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY CAST(SUBSTR(SALARY, 2) AS INTEGER) DESC LIMIT 5"} +{"question": "How many players are currently on the Toronto Raptors roster", "sql": "SELECT COUNT(*) FROM nba_roster WHERE Team='Toronto Raptors';"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count_players FROM nba_roster WHERE POS IS NOT NULL GROUP BY POS ORDER BY count_players DESC"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the age range of the players in the NBA", "sql": "SELECT MIN(AGE) AS youngest, MAX(AGE) AS oldest FROM nba_roster;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average height of players on each NBA team", "sql": "SELECT team, AVG(CAST(SUBSTRING(HT, 1, INSTR(HT,'') - 1) AS INTEGER)) AS avg_height FROM nba_roster GROUP BY team"} +{"question": "What team is the oldest player on", "sql": "SELECT team, NAME FROM nba_roster WHERE AGE = (SELECT MAX(AGE) FROM nba_roster WHERE team = nba_roster.team)"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC"} +{"question": "What is the most represented college among NBA players", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What are the ages of the oldest players in the NBA", "sql": "SELECT name, age FROM nba_roster WHERE age >= 25 ORDER BY age;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What are the top 3 teams with the highest average salary in the NBA", "sql": "SELECT team, AVG(SALARY) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 3"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common height in the NBA roster", "sql": "SELECT HT, COUNT(*) AS count FROM nba_roster WHERE HT IS NOT NULL GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster"} +{"question": "What is the most successful college program in terms of producing NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which players have played for the most teams in the NBA", "sql": "SELECT name, COUNT(DISTINCT team) AS num_teams FROM nba_roster GROUP BY name ORDER BY num_teams DESC LIMIT 5"} +{"question": "What are the top 5 teams in the NBA by average salary", "sql": "SELECT Team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as Average_Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY Average_Salary DESC"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as Count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY Count DESC LIMIT 1"} +{"question": "What are the 5 positions with the highest average salary in the NBA", "sql": "SELECT POS, NAME, CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER) AS salary FROM nba_roster WHERE POS IN (SELECT POS FROM nba_roster GROUP BY POS ORDER BY AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) DESC LIMIT 5) ORDER BY POS, salary DESC"} +{"question": "How many players in the NBA are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 1, INSTR(HT,'')-1) AS INTEGER) = '6' AND SUBSTRING(HT, INSTR(HT,'')+1) = '8';"} +{"question": "What is the most common height range among NBA players", "sql": "SELECT HT, COUNT(*) AS count FROM nba_roster GROUP BY HT ORDER BY count DESC;"} +{"question": "What is the average age of the Brooklyn Nets players", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets';"} +{"question": "What is the team with the highest average salary in the NBA", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS AVG_SALARY FROM nba_roster GROUP BY TEAM ORDER BY AVG_SALARY DESC LIMIT 1"} +{"question": "What is the average height for each position in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS AVG_HEIGHT FROM nba_roster GROUP BY POS"} +{"question": "What is the average height of players at each position in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(HT, INSTR(HT,'')+1) AS INTEGER)) AS AVG_HEIGHT, POS FROM nba_roster GROUP BY POS ORDER BY AVG_HEIGHT DESC;"} +{"question": "Who is the pointguard for the Golden State Warriors?", "answer": "Stephen Curry, Chris Paul, and Cory Joseph", "sql": "select name from nba_roster where team='Golden State Warriors' and POS='PG';"} +{"question": "What is the number of players on the Chicago Bulls who are 25 years old or younger", "answer": "10", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Chicago Bulls' AND AGE <= 25;"} +{"question": "Who is the highest-paid player on the Los Angeles Lakers", "answer": "LeBron James", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE team='Los Angeles Lakers' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid player in the NBA?", "answer": "Stephen Curry", "sql": "SELECT NAME, salary FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What team is LaMelo Ball on?", "answer": "Charlotte Hornets", "sql": "select team from nba_roster where name='LaMelo Ball';"} +{"question": "How much does Lonzo Ball weigh?", "answer": "190 lbs", "sql": "select wt from nba_roster where name='Lonzo Ball';"} +{"question": "What college sent the most players to the current NBA?", "answer": "Kentucky", "sql": "select college from nba_roster where college != '--' group by college order by count(*) desc limit 1;"} +{"question": "How old is Lebron James?", "answer": "38", "sql": "select age from nba_roster where name='LeBron James';"} +{"question": "What is the most popular jersey number in the current NBA?", "answer": "8", "sql": "select Jersey from nba_roster where Jersey != 'NA' group by Jersey order by count(*) desc limit 1;"} +{"question": "Can you give me a list of all the players without college data?", "answer": "['Bogdan Bogdanovic', 'Clint Capela', 'Kristaps Porzingis', 'Darius Bazley', 'LaMelo Ball', 'Theo Maledon', 'James Nnaji', 'Frank Ntilikina', 'Marko Simonovic', 'Raul Neto', 'Ricky Rubio', 'Luka Doncic', 'Dante Exum', 'Jaden Hardy', 'Maxi Kleber', 'Vlatko Cancar', 'Nikola Jokic', 'Bojan Bogdanovic', 'Malcolm Cazalon', 'Killian Hayes', 'Ausar Thompson', 'Jonathan Kuminga', 'Dario Saric', 'Jalen Green', 'Boban Marjanovic', 'Alperen Sengun', 'Amen Thompson', 'Serge Ibaka', 'Daniel Theis', 'Nicolas Batum', 'KJ Martin', 'Kenyon Martin Jr.', 'Ivica Zubac', 'LeBron James', 'Vincent Valerio-Bodon', 'Tarik Biberovic', 'John Konchar', 'Isaiah Todd', 'Nikola Jovic', 'Giannis Antetokounmpo', 'Thanasis Antetokounmpo', 'MarJon Beauchamp', 'Goran Dragic', 'Rudy Gobert', 'Vit Krejci', 'Daishen Nix', 'Dyson Daniels', 'Willy Hernangomez', 'Jonas Valanciunas', 'Evan Fournier', 'Isaiah Hartenstein', 'Jaylen Martin', 'Mitchell Robinson', 'Davis Bertans', 'Ousmane Dieng', 'Josh Giddey', 'Vasilije Micic', 'Aleksej Pokusevski', 'Goga Bitadze', 'Joe Ingles', 'Furkan Korkmaz', 'Bismack Biyombo', 'Ibou Badji', 'Scoot Henderson', 'Jusuf Nurkic', 'Anfernee Simons', 'Sasha Vezenkov', 'Dominick Barlow', 'Sidy Cissoko', 'Cedi Osman', 'Victor Wembanyama', 'Dennis Schroder', 'Simone Fontecchio', 'Luka Samanic', 'Dennis Schroder', 'Deni Avdija', 'Bilal Coulibaly', 'Danilo Gallinari', 'Tristan Vukcevic']", "sql": "SELECT name FROM nba_roster WHERE COLLEGE IS NULL OR COLLEGE = '--';"} +{"question": "What team has the smallest roster?", "answer": "Brooklyn Nets", "sql": "select team from nba_roster group by team order by count(*) asc limit 1;"} +{"question": "What team has the largest roster?", "answer": "Toronto Raptors", "sql": "select team, count(*) from nba_roster group by team order by count(*) desc limit 1;"} +{"question": "What team is paying its players the most in total?", "answer": "Toronto Raptors", "sql": "select team, sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) from nba_roster group by team order by sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) desc limit 1;"} +{"question": "Which team is paying its players the least?", "answer": "San Antonio Spurs", "sql": "select team from nba_roster group by team order by sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) asc limit 1;"} +{"question": "Which team is on average the tallest?", "answer": "Boston Celtics", "sql": "select team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height desc limit 1;"} +{"question": "Which team is on average the shortest?", "answer": "Golden State Warriors", "sql": "select team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height asc limit 1;"} +{"question": "Who are the tallest 5 centers in the league?", "answer": "Boban Marjanovic, Kristaps Porzingis, Victor Wembanyama, Luke Kornet, Bol Bol", "sql": "SELECT name, HT FROM nba_roster WHERE POS = 'C' ORDER BY HT DESC LIMIT 5;"} +{"question": "Who are the top 5 highest paid power forwards in the league?", "answer": "Kevin Durant, Giannis Antetokounmpo, Anthony Davis, Tobias Harris, Pascal Siakam", "sql": "SELECT NAME, salary FROM nba_roster WHERE POS = 'PF' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the median salary in the NBA?", "answer": "6012840", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*50/100-1;"} +{"question": "What is the average salary in the NBA?", "answer": "10696803", "sql": "SELECT avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the 99th percentile salary in the NBA?", "answer": "46741590", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*99/100-1;"} +{"question": "What is the 75th percentile salary in the NBA?", "answer": "13932008", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*75/100-1;"} +{"question": "What is the 25th percentile salary in the NBA?", "answer": "2413304", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*25/100-1;"} +{"question": "What is the median weight in the NBA?", "answer": "215", "sql": "select CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What is the average weight in the NBA?", "answer": "214.98", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster;"} +{"question": "What is the median height in the NBA?", "answer": "6.58333333333333", "sql": "select CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What is the average height in the NBA?", "answer": "6.54986111111111", "sql": "select AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster;"} +{"question": "Can you tell me how many players are in the NBA?", "answer": "600", "sql": "select count(*) from nba_roster;"} +{"question": "Would you please let me know what the highest paid players are for each position?", "answer": "The highest paid players are Nikola Jokic (C), Paul George (F), Norman Powell (G), Kevin Durant (PF), Stephen Curry (PG), LeBron James (SF), Bradley Beal (SG).", "sql": "SELECT name, pos, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "Is Jalen Johnson 23 years old?", "answer": "No, Jalen Johnson is 21 years old", "sql": "Select name, age from nba_roster where name='Jalen Johnson';"} +{"question": "Who is the oldest player on the Brooklyn Nets?", "answer": "Spencer Dinwiddie, Dorian Finney-Smith, Royce O'Neale", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MAX(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "Who has the higest salary on the Memphis Grizzlies?", "answer": "Ja Morant", "sql": "select salary, name from nba_roster where team='Memphis Grizzlies' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which player has the higest salary on the Cleveland Cavaliers?", "answer": "Darius Garland", "sql": "select salary, name from nba_roster where team='Cleveland Cavaliers' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid center on the Dallas Mavericks?", "answer": "Dereck Lively II", "sql": "select salary, name from nba_roster where team='Dallas Mavericks' and POS='C' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How much is Marcus Smart getting paid?", "answer": "$18,833,712", "sql": "select salary from nba_roster where name='Marcus Smart';"} +{"question": "What's the average age of the Trail Blazers?", "answer": "24", "sql": "select avg(age) from nba_roster where team='Portland Trail Blazers';"} +{"question": "What's the median age of the NBA?", "answer": "25", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What's the median age of the Miami Heat?", "answer": "26", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster where team='Miami Heat' order by percentile limit 1 offset (select count(*) from nba_roster where team='Miami Heat')*50/100-1;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "answer": "Golden State Warriors, Milwaukee Bucks, Miami Heat, LA Clippers, Phoenix Suns", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "What is the average salary of Power Forward players in the NBA", "answer": "$10948045", "sql": "select avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary from nba_roster where POS = 'PF';"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who are the top 5 highest-paid players in the league", "sql": "SELECT NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS Salary, POS FROM nba_roster WHERE SALARY!= '--' ORDER BY Salary DESC LIMIT 5"} +{"question": "What is the average age of players for each team in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(LENGTH(HT)) FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER) / 1000000) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 3"} +{"question": "What are the top 5 teams with the most players in the NBA", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 5"} +{"question": "Who are the top 3 highest-paid players on the Golden State Warriors", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE team='Golden State Warriors' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT name, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster GROUP BY name ORDER BY height DESC LIMIT 1"} +{"question": "Which five players in the NBA have attended the most different colleges", "sql": "SELECT name, COLLEGE, COUNT(DISTINCT COLLEGE) as num_colleges FROM nba_roster WHERE COLLEGE!= '--' GROUP BY name ORDER BY num_colleges DESC LIMIT 5"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Who is the pointguard for the Golden State Warriors?", "answer": "Stephen Curry, Chris Paul, and Cory Joseph", "sql": "select name from nba_roster where team='Golden State Warriors' and POS='PG';"} +{"question": "What is the number of players on the Chicago Bulls who are 25 years old or younger", "answer": "10", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Chicago Bulls' AND AGE <= 25;"} +{"question": "Who is the highest-paid player on the Los Angeles Lakers", "answer": "LeBron James", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE team='Los Angeles Lakers' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid player in the NBA?", "answer": "Stephen Curry", "sql": "SELECT NAME, salary FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What team is LaMelo Ball on?", "answer": "Charlotte Hornets", "sql": "select team from nba_roster where name='LaMelo Ball';"} +{"question": "How much does Lonzo Ball weigh?", "answer": "190 lbs", "sql": "select wt from nba_roster where name='Lonzo Ball';"} +{"question": "What college sent the most players to the current NBA?", "answer": "Kentucky", "sql": "select college from nba_roster where college != '--' group by college order by count(*) desc limit 1;"} +{"question": "How old is Lebron James?", "answer": "38", "sql": "select age from nba_roster where name='LeBron James';"} +{"question": "What is the most popular jersey number in the current NBA?", "answer": "8", "sql": "select Jersey from nba_roster where Jersey != 'NA' group by Jersey order by count(*) desc limit 1;"} +{"question": "Can you give me a list of all the players without college data?", "answer": "['Bogdan Bogdanovic', 'Clint Capela', 'Kristaps Porzingis', 'Darius Bazley', 'LaMelo Ball', 'Theo Maledon', 'James Nnaji', 'Frank Ntilikina', 'Marko Simonovic', 'Raul Neto', 'Ricky Rubio', 'Luka Doncic', 'Dante Exum', 'Jaden Hardy', 'Maxi Kleber', 'Vlatko Cancar', 'Nikola Jokic', 'Bojan Bogdanovic', 'Malcolm Cazalon', 'Killian Hayes', 'Ausar Thompson', 'Jonathan Kuminga', 'Dario Saric', 'Jalen Green', 'Boban Marjanovic', 'Alperen Sengun', 'Amen Thompson', 'Serge Ibaka', 'Daniel Theis', 'Nicolas Batum', 'KJ Martin', 'Kenyon Martin Jr.', 'Ivica Zubac', 'LeBron James', 'Vincent Valerio-Bodon', 'Tarik Biberovic', 'John Konchar', 'Isaiah Todd', 'Nikola Jovic', 'Giannis Antetokounmpo', 'Thanasis Antetokounmpo', 'MarJon Beauchamp', 'Goran Dragic', 'Rudy Gobert', 'Vit Krejci', 'Daishen Nix', 'Dyson Daniels', 'Willy Hernangomez', 'Jonas Valanciunas', 'Evan Fournier', 'Isaiah Hartenstein', 'Jaylen Martin', 'Mitchell Robinson', 'Davis Bertans', 'Ousmane Dieng', 'Josh Giddey', 'Vasilije Micic', 'Aleksej Pokusevski', 'Goga Bitadze', 'Joe Ingles', 'Furkan Korkmaz', 'Bismack Biyombo', 'Ibou Badji', 'Scoot Henderson', 'Jusuf Nurkic', 'Anfernee Simons', 'Sasha Vezenkov', 'Dominick Barlow', 'Sidy Cissoko', 'Cedi Osman', 'Victor Wembanyama', 'Dennis Schroder', 'Simone Fontecchio', 'Luka Samanic', 'Dennis Schroder', 'Deni Avdija', 'Bilal Coulibaly', 'Danilo Gallinari', 'Tristan Vukcevic']", "sql": "SELECT name FROM nba_roster WHERE COLLEGE IS NULL OR COLLEGE = '--';"} +{"question": "What team has the smallest roster?", "answer": "Brooklyn Nets", "sql": "select team from nba_roster group by team order by count(*) asc limit 1;"} +{"question": "What team has the largest roster?", "answer": "Toronto Raptors", "sql": "select team, count(*) from nba_roster group by team order by count(*) desc limit 1;"} +{"question": "What team is paying its players the most in total?", "answer": "Toronto Raptors", "sql": "select team, sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) from nba_roster group by team order by sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) desc limit 1;"} +{"question": "Which team is paying its players the least?", "answer": "San Antonio Spurs", "sql": "select team from nba_roster group by team order by sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) asc limit 1;"} +{"question": "Which team is on average the tallest?", "answer": "Boston Celtics", "sql": "select team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height desc limit 1;"} +{"question": "Which team is on average the shortest?", "answer": "Golden State Warriors", "sql": "select team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height asc limit 1;"} +{"question": "Who are the tallest 5 centers in the league?", "answer": "Boban Marjanovic, Kristaps Porzingis, Victor Wembanyama, Luke Kornet, Bol Bol", "sql": "SELECT name, HT FROM nba_roster WHERE POS = 'C' ORDER BY HT DESC LIMIT 5;"} +{"question": "Who are the top 5 highest paid power forwards in the league?", "answer": "Kevin Durant, Giannis Antetokounmpo, Anthony Davis, Tobias Harris, Pascal Siakam", "sql": "SELECT NAME, salary FROM nba_roster WHERE POS = 'PF' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the median salary in the NBA?", "answer": "6012840", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*50/100-1;"} +{"question": "What is the average salary in the NBA?", "answer": "10696803", "sql": "SELECT avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the 99th percentile salary in the NBA?", "answer": "46741590", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*99/100-1;"} +{"question": "What is the 75th percentile salary in the NBA?", "answer": "13932008", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*75/100-1;"} +{"question": "What is the 25th percentile salary in the NBA?", "answer": "2413304", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*25/100-1;"} +{"question": "What is the median weight in the NBA?", "answer": "215", "sql": "select CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What is the average weight in the NBA?", "answer": "214.98", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster;"} +{"question": "What is the median height in the NBA?", "answer": "6.58333333333333", "sql": "select CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What is the average height in the NBA?", "answer": "6.54986111111111", "sql": "select AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster;"} +{"question": "Can you tell me how many players are in the NBA?", "answer": "600", "sql": "select count(*) from nba_roster;"} +{"question": "Would you please let me know what the highest paid players are for each position?", "answer": "The highest paid players are Nikola Jokic (C), Paul George (F), Norman Powell (G), Kevin Durant (PF), Stephen Curry (PG), LeBron James (SF), Bradley Beal (SG).", "sql": "SELECT name, pos, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "Is Jalen Johnson 23 years old?", "answer": "No, Jalen Johnson is 21 years old", "sql": "Select name, age from nba_roster where name='Jalen Johnson';"} +{"question": "Who is the oldest player on the Brooklyn Nets?", "answer": "Spencer Dinwiddie, Dorian Finney-Smith, Royce O'Neale", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MAX(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "Who has the higest salary on the Memphis Grizzlies?", "answer": "Ja Morant", "sql": "select salary, name from nba_roster where team='Memphis Grizzlies' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which player has the higest salary on the Cleveland Cavaliers?", "answer": "Darius Garland", "sql": "select salary, name from nba_roster where team='Cleveland Cavaliers' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid center on the Dallas Mavericks?", "answer": "Dereck Lively II", "sql": "select salary, name from nba_roster where team='Dallas Mavericks' and POS='C' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How much is Marcus Smart getting paid?", "answer": "$18,833,712", "sql": "select salary from nba_roster where name='Marcus Smart';"} +{"question": "What's the average age of the Trail Blazers?", "answer": "24", "sql": "select avg(age) from nba_roster where team='Portland Trail Blazers';"} +{"question": "What's the median age of the NBA?", "answer": "25", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What's the median age of the Miami Heat?", "answer": "26", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster where team='Miami Heat' order by percentile limit 1 offset (select count(*) from nba_roster where team='Miami Heat')*50/100-1;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "answer": "Golden State Warriors, Milwaukee Bucks, Miami Heat, LA Clippers, Phoenix Suns", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "What is the average salary of Power Forward players in the NBA", "answer": "$10948045", "sql": "select avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary from nba_roster where POS = 'PF';"} diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_v2_large.jsonl b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_v2_large.jsonl new file mode 100644 index 000000000..65ce3babe --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_v2_large.jsonl @@ -0,0 +1,1254 @@ +{"question": "What is the average age of all players in the NBA roster who have a recorded age", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the most popular position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS IS NOT NULL GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players in the NBA who are older than 5 years and 5 months", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE * 12 > 5*5"} +{"question": "What are the names of the players who are 6'8", "sql": "SELECT NAME FROM nba_roster WHERE LENGTH(HT) = 6 AND SUBSTR(HT, 3, 1) = '8';"} +{"question": "What is the average age of the older players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster) * 5;"} +{"question": "Which team has the oldest average age among its players", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster GROUP BY team ORDER BY avg_age DESC LIMIT 1;"} +{"question": "What are the names and jersey numbers of the players who are older than 5 years old, listed in order from lowest to highest jersey number", "sql": "SELECT name, Jersey FROM nba_roster WHERE AGE > 5 ORDER BY CAST(SUBSTR(Jersey, 1, INSTR(Jersey,' ') - 1) AS INTEGER) ASC;"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT name, Jersey FROM nba_roster ORDER BY age DESC LIMIT 1;"} +{"question": "What is the average age of all players in the NBA who are older than 5 years", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Which team has the highest average jersey number among all teams in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(Jersey, 1, LENGTH(Jersey)-1) AS INTEGER)) as average_jersey FROM nba_roster WHERE Jersey!= 'NA' GROUP BY team ORDER BY average_jersey DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who are the top 5 highest-paid players in the league", "sql": "SELECT NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS Salary FROM nba_roster WHERE SALARY!= '--' ORDER BY Salary DESC LIMIT 5"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which team has the highest average salary among all teams in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What is the most frequently worn jersey number in the NBA", "sql": "SELECT jersey, COUNT(*) as count FROM nba_roster GROUP BY jersey ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster"} +{"question": "Which teams have players taller than 6'8", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) > 68 GROUP BY team;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster;"} +{"question": "What is the highest-paid player on a team with multiple players", "sql": "SELECT name, team, salary FROM nba_roster WHERE team IN (SELECT team FROM nba_roster WHERE name IN (SELECT name FROM nba_roster GROUP BY name HAVING COUNT(DISTINCT team) > 1)) ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "Who are the three tallest players in the NBA", "sql": "SELECT NAME, HT FROM nba_roster ORDER BY CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) DESC LIMIT 3"} +{"question": "What are the top 5 teams with the oldest average age of players", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age DESC LIMIT 5;"} +{"question": "Who is the tallest player in the NBA roster", "sql": "SELECT name, HT FROM nba_roster ORDER BY CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster"} +{"question": "How many players are on the Toronto Raptors", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT NAME, COLLEGE FROM nba_roster GROUP BY COLLEGE ORDER BY COUNT(*) DESC LIMIT 5;"} +{"question": "What team has the largest roster in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team"} +{"question": "Who is the highest-paid player in the league who is not a point guard", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster WHERE POS!= 'PG');"} +{"question": "What is the average age of players for each team in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team"} +{"question": "Which team has the most players of the same age", "sql": "SELECT age, COUNT(*) as count, team FROM nba_roster WHERE age IS NOT NULL GROUP BY age, team ORDER BY count DESC LIMIT 1"} +{"question": "What are the top 3 colleges that produce the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 3"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT name, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height_avg FROM nba_roster GROUP BY name ORDER BY height_avg DESC LIMIT 1"} +{"question": "What are the top 3 highest-paid players who did not attend Michigan or Duke University", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE COLLEGE!= '--' AND COLLEGE!= 'Michigan' AND COLLEGE!= 'Duke University' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3;"} +{"question": "Which teams have the most young players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE < 25 GROUP BY team ORDER BY num_players DESC;"} +{"question": "What are the top 5 highest salaries for players over 30 in the NBA", "sql": "SELECT * FROM nba_roster WHERE SALARY IN (SELECT DISTINCT SALARY FROM nba_roster WHERE age > 30 ORDER BY SALARY DESC LIMIT 5);"} +{"question": "What is the average salary of NBA players who are 25 years old or younger", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE <= 25;"} +{"question": "Which team has the highest average salary in the NBA", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster GROUP BY Team ORDER BY average_salary DESC LIMIT 1"} +{"question": "Who are the top 5 players with the highest jersey numbers in the NBA", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE JERSEY!= 'NA' ORDER BY CAST(JERSEY AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the number of players in the NBA who are significantly overpaid compared to their peers", "sql": "SELECT COUNT(*) FROM nba_roster WHERE SALARY > CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) * 5 AND COLLEGE!= '--';"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster;"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster GROUP BY Team ORDER BY average_salary DESC LIMIT 3;"} +{"question": "Who is the heaviest player in the NBA", "sql": "SELECT * FROM nba_roster WHERE WT = (SELECT MAX(WT) FROM nba_roster);"} +{"question": "Which NBA player has attended the most colleges", "sql": "SELECT name, AVG(CASE WHEN COLLEGE!= '--' THEN 1 ELSE 0 END) as college_avg FROM nba_roster GROUP BY name ORDER BY college_avg DESC LIMIT 1"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT NAME, HT FROM nba_roster WHERE HT IS NOT NULL ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, COUNT(*) as count, AVG(AGE) as average_age FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What are the average ages of players from each college, excluding those who did not attend college", "sql": "SELECT COLLEGE, AVG(AGE) as average_age FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY average_age ASC;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Which teams have the most players with a Michigan background", "sql": "SELECT team, COUNT(*) FROM nba_roster WHERE COLLEGE='Michigan' GROUP BY team;"} +{"question": "What are the top 3 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTRING(SALARY, 2) AS INTEGER) DESC LIMIT 3;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average age of players who attended college in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "What is the most represented college among NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "How many veteran players are in the NBA", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE >= 25 AND AGE IS NOT NULL;"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Who is the tallest player on the Toronto Raptors", "sql": "SELECT NAME, HT FROM nba_roster WHERE team='Toronto Raptors' ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 1"} +{"question": "What is the most frequently worn jersey number in the NBA", "sql": "SELECT jersey, COUNT(*) as count FROM nba_roster GROUP BY jersey ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average length of the height values in the NBA roster", "sql": "SELECT AVG(LENGTH(HT)) FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "Who is the player with the most games played in the NBA", "sql": "SELECT NAME, COUNT(*) as games_played FROM nba_roster GROUP BY NAME ORDER BY games_played DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average salary of the Toronto Raptors players who are taller than 6'8", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE team='Toronto Raptors' AND CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER) > 68"} +{"question": "Who are the players on the Toronto Raptors who are taller than 6'8 and have a height in inches greater than 68", "sql": "SELECT name, HT FROM nba_roster WHERE team='Toronto Raptors' AND CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER) > 68 ORDER BY CAST(SUBSTR(HT, INSTR(HT,'')+1) AS INTEGER) ASC;"} +{"question": "What is the average age of the players in the NBA roster", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "Which team has the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "How many veteran players in the NBA are older than 30 years old", "sql": "SELECT COUNT(*) FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') AND AGE > 30;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the team with the oldest average age in the NBA", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster GROUP BY team ORDER BY avg_age DESC LIMIT 1;"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC"} +{"question": "What is the average age of the players on each NBA team", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)) FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Who are the top 3 players from non-Michigan colleges who have jersey numbers similar to the top 3 players from Michigan", "sql": "SELECT NAME FROM nba_roster WHERE COLLEGE!= '--' AND NAME IN (SELECT NAME FROM nba_roster WHERE COLLEGE = 'Michigan' ORDER BY CAST(SUBSTRING(Jersey, 0, INSTR(Jersey,'')-1) AS INTEGER) DESC LIMIT 3);"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster;"} +{"question": "What is the most common position for players under the age of 25 in the NBA", "sql": "SELECT POS FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY COUNT(*) DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster;"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which team has the oldest average age among its players", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster GROUP BY team ORDER BY avg_age DESC LIMIT 1;"} +{"question": "What is the average age of players at each position in the NBA", "sql": "SELECT POS, AVG(AGE) AS avg_age FROM nba_roster GROUP BY POS;"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS IS NOT NULL GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT NAME, AGE FROM nba_roster ORDER BY AGE DESC LIMIT 1;"} +{"question": "Who are the top 5 highest-paid players in the NBA, excluding those with unknown salaries", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTRING(SALARY, 2) AS INTEGER) DESC LIMIT 5"} +{"question": "What is the average age of the Toronto Raptors players", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE TEAM = 'Toronto Raptors';"} +{"question": "What is the average salary of all players in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "Who are the 5 tallest centers in the league", "sql": "SELECT name, HT FROM nba_roster WHERE POS = 'C' ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 5"} +{"question": "Who is the highest-paid player on a team with multiple players", "sql": "SELECT name, team, salary FROM nba_roster WHERE team IN (SELECT team FROM nba_roster WHERE name IN (SELECT name FROM nba_roster GROUP BY name HAVING COUNT(DISTINCT team) > 1)) ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "How many players in the NBA are more than 5 years older than the average age of all players", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5;"} +{"question": "How many players in the NBA are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) as INTEGER) = '6' AND SUBSTR(HT, INSTR(HT,' ')+1) = '8';"} +{"question": "Who are the top 3 players with the highest jersey numbers in the league", "sql": "SELECT name, jersey FROM nba_roster ORDER BY CAST(SUBSTRING(jersey, 0, INSTR(jersey,'')-1) AS INTEGER) DESC LIMIT 3;"} +{"question": "Which team has the oldest average age among its players", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who are the top 3 tallest players in the NBA", "sql": "SELECT NAME, CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) as height_inches, CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT) as height_feet FROM nba_roster ORDER BY height_inches*12 + height_feet DESC LIMIT 3"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT name, age FROM nba_roster WHERE age = (SELECT MAX(age) FROM nba_roster);"} +{"question": "Which NBA positions have the most players and which positions have the tallest players on average", "sql": "SELECT POS, COUNT(*) as count, AVG(HT) as avg_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY POS ORDER BY count DESC"} +{"question": "What are the teams with the tallest average height in the NBA", "sql": "SELECT team, AVG(HT) as avg_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY team ORDER BY avg_height DESC"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "Which position has the most players in the NBA", "sql": "SELECT pos, COUNT(*) as num_players FROM nba_roster GROUP BY pos ORDER BY num_players DESC"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which team has the oldest average age among all teams in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1;"} +{"question": "Which five teams in the NBA have the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 5;"} +{"question": "Which team has the most players aged 25 or older", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE age >= 25 GROUP BY team ORDER BY num_players DESC;"} +{"question": "What are the salaries of the top 5 highest-paid players in the NBA who are over 30 years old", "sql": "SELECT * FROM nba_roster WHERE SALARY IN (SELECT DISTINCT SALARY FROM nba_roster WHERE age > 30 ORDER BY SALARY DESC LIMIT 5);"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average height of the players in the nba_roster table", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5;"} +{"question": "What is the average age of the youngest team in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the names and heights of the players who are taller than 8 feet", "sql": "SELECT NAME, HT FROM nba_roster WHERE LENGTH(SUBSTR(HT, 0, INSTR(HT,''))) > 8;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common height among the players in the NBA", "sql": "SELECT HT, COUNT(*) AS count FROM nba_roster WHERE HT IS NOT NULL GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE <= 25"} +{"question": "What is the average age of players in each position in the NBA", "sql": "SELECT POS, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY POS ORDER BY average_age"} +{"question": "Which five colleges have the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "Who is the player with the highest average salary in the NBA", "sql": "SELECT name, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY name ORDER BY avg_salary DESC LIMIT 1;"} +{"question": "How many players on the Los Angeles Lakers are taller than 6'8", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE TEAM = 'Los Angeles Lakers' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) > 68;"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC"} +{"question": "What are the average heights of the teams in the NBA, excluding teams with missing height data", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS average_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY team ORDER BY average_height DESC"} +{"question": "What is the total salary of all players in the NBA who are at least 6'8", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS total_salary FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) >= 68;"} +{"question": "Who are the three youngest players on the Toronto Raptors", "sql": "SELECT NAME, AGE FROM nba_roster WHERE TEAM='Toronto Raptors' AND AGE < 25 ORDER BY AGE ASC LIMIT 3;"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT NAME, AGE FROM nba_roster ORDER BY AGE DESC LIMIT 1;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)) as average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Which team has the oldest average age among all teams in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC LIMIT 1"} +{"question": "Which teams have the most players from a specific college", "sql": "SELECT team, COUNT(*) AS num_players, COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team, COLLEGE ORDER BY num_players DESC"} +{"question": "Which colleges have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What are the teams with the tallest players on average", "sql": "SELECT team, AVG(LENGTH(HT)) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC;"} +{"question": "Who are the top 5 highest-paid players in the NBA with a known salary", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SALARY AS REAL) DESC LIMIT 5"} +{"question": "What is the average salary of all players who attended the University of Michigan", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE COLLEGE='Michigan';"} +{"question": "Which colleges have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster GROUP BY COLLEGE HAVING COUNT(*) > 1;"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age"} +{"question": "What is the minimum and maximum age range for each position in the NBA", "sql": "SELECT MIN(AGE) AS min_age, MAX(AGE) AS max_age, NAME FROM nba_roster WHERE AGE IS NOT NULL GROUP BY POS"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the names of the young and highly-paid players on the Los Angeles Lakers, listed in order of their jersey numbers", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Los Angeles Lakers' AND AGE <= 25 AND SALARY >= '10000000' ORDER BY CAST(SUBSTRING(Jersey, 0, INSTR(Jersey,'')-1) AS INTEGER);"} +{"question": "What is the average height of the Toronto Raptors players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Who is the highest-paid player on the Los Angeles Lakers", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE team='Los Angeles Lakers' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of the players in the NBA roster", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the average age of players on the Toronto Raptors", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age ASC"} +{"question": "What is the average age of the Toronto Raptors players", "sql": "SELECT AVG(age) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the highest-paid player from the University of Michigan", "sql": "SELECT name, salary FROM nba_roster WHERE college='Michigan' ORDER BY salary DESC LIMIT 1;"} +{"question": "Which three teams have the most players who are taller than 6 feet and have a height that includes the string'8' in their height measurement", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE HT > '6' || HT LIKE '%'' 8%' GROUP BY team ORDER BY num_players DESC LIMIT 3;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12.0) as average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Which team has the youngest average age among all teams in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC LIMIT 1"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS IS NOT NULL GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which team has the highest percentage of players who attended college", "sql": "SELECT team, COUNT(*) AS num_players, COUNT(CASE WHEN COLLEGE!= '--' THEN 1 ELSE NULL END) AS num_college_players, ROUND(COUNT(CASE WHEN COLLEGE!= '--' THEN 1 ELSE NULL END) / COUNT(*), 2) AS college_percentage FROM nba_roster GROUP BY team ORDER BY college_percentage DESC LIMIT 1"} +{"question": "What is the college with the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the 5 tallest players in the NBA", "sql": "SELECT name, CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) AS height FROM nba_roster ORDER BY height DESC LIMIT 5"} +{"question": "What are the average ages of the players on each NBA team", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC"} +{"question": "Which team has the tallest average height among its players", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster"} +{"question": "Which team has the tallest players on average", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Which team has the highest average salary among all teams in the NBA", "sql": "SELECT Team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) FROM nba_roster GROUP BY Team ORDER BY AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) DESC LIMIT 1"} +{"question": "Which team has the oldest player who earns the highest salary", "sql": "SELECT team, NAME FROM nba_roster WHERE AGE=(SELECT MAX(AGE) FROM nba_roster WHERE SALARY IN (SELECT MAX(SALARY) FROM nba_roster));"} +{"question": "What are the names of the tallest players on the Chicago Bulls who are 25 years old or younger", "sql": "SELECT NAME FROM nba_roster WHERE team='Chicago Bulls' AND AGE <= 25 ORDER BY CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) DESC;"} +{"question": "Which NBA positions have the most players and what are their average heights and weights", "sql": "SELECT POS, COUNT(*) as count, AVG(HT) as average_height, AVG(WT) as average_weight FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "Which NBA team has the tallest and heaviest average player", "sql": "SELECT team, AVG(HT) as average_height, AVG(WT) as average_weight FROM nba_roster WHERE HT IS NOT NULL AND WT IS NOT NULL GROUP BY team ORDER BY average_height DESC"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT NAME, HT FROM nba_roster ORDER BY LENGTH(HT) DESC LIMIT 1"} +{"question": "What is the average age of all NBA players", "sql": "SELECT AVG(CAST(AGE AS INTEGER)) AS average_age FROM nba_roster"} +{"question": "What is the most common position in the NBA with the highest average age", "sql": "SELECT POS, COUNT(*) as count, ROUND(AVG(AGE), 2) as avg_age FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "Which three NBA teams have the most players with a recorded height", "sql": "SELECT team, COUNT(*) FROM nba_roster WHERE HT!= 'NA' GROUP BY team ORDER BY COUNT(*) DESC LIMIT 3;"} +{"question": "What is the average age of all players in the NBA who are at least 60 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Which team has the highest average salary among all teams in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "Who are the top 3 highest-paid players in the NBA", "sql": "SELECT name, salary FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3 OFFSET 0;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Who are the top 3 players at each position other than Point Guard", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE POS!= 'PG' ORDER BY JERSEY LIMIT 3;"} +{"question": "Who is the highest-paid player who attended college", "sql": "SELECT name, salary FROM nba_roster WHERE COLLEGE!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What are the average salaries for each position in the NBA, and which position has the highest average salary", "sql": "SELECT POS, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY average_salary DESC;"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC"} +{"question": "How many NBA players attended the University of Michigan", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE COLLEGE = 'Michigan';"} +{"question": "What is the average salary of NBA players who are older than 5 years old", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) AS avg_salary FROM nba_roster WHERE AGE > 5"} +{"question": "What is the average salary for each team in the NBA, excluding players with unknown salaries", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC"} +{"question": "What team is paying its players the least", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC"} +{"question": "What is the average age of players on the Memphis Grizzlies and the Cleveland Cavaliers", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC"} +{"question": "Which jersey numbers are worn by the most players in the NBA", "sql": "SELECT Jersey, NAME, COUNT(*) as count FROM nba_roster GROUP BY Jersey ORDER BY count DESC LIMIT 3;"} +{"question": "What is the average age of all players in the NBA roster who have their age recorded", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What are the most common salaries in the NBA", "sql": "SELECT SALARY, COUNT(*) AS frequency FROM nba_roster WHERE SALARY!= '--' GROUP BY SALARY ORDER BY frequency DESC"} +{"question": "How many players in the NBA roster have a valid jersey number", "sql": "SELECT COUNT(*) FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Which team has the largest roster in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS COUNT FROM nba_roster GROUP BY POS ORDER BY COUNT(*) DESC LIMIT 1;"} +{"question": "How many players on the Boston Celtics are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Boston Celtics' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)= '6' AND SUBSTRING(HT, INSTR(HT,'')+1)='8';"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "Which team has the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA who are older than 5 years", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Which team has the tallest average height among players under the age of 36", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE AGE < 3*12 GROUP BY team ORDER BY height DESC LIMIT 1"} +{"question": "What is the highest paid player in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY COLLEGE ORDER BY num_players DESC"} +{"question": "What is the average height of players who attended the University of Michigan", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE COLLEGE='Michigan';"} +{"question": "What are the ages of the players on the Chicago Bulls who have a recorded salary", "sql": "SELECT NAME, AGE FROM nba_roster WHERE AGE > 10 AND SALARY!= '--';"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the distribution of heights among NBA players", "sql": "SELECT HT, COUNT(*) AS count, CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) AS height_feet, CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 AS height_inches FROM nba_roster GROUP BY HT ORDER BY height_feet, height_inches;"} +{"question": "What is the average age of the players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC"} +{"question": "Which player has the highest jersey number in the NBA", "sql": "SELECT NAME, MAX(Jersey) as highest_jersey FROM nba_roster WHERE Jersey!= 'NA' GROUP BY NAME ORDER BY highest_jersey DESC LIMIT 1"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC"} +{"question": "What are the top 5 highest paid power forwards in the league", "sql": "SELECT TEAM, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY TEAM ORDER BY avg_age DESC"} +{"question": "What is the average age and average salary for each position in the NBA, with the oldest and youngest players, as well as the highest and lowest average salaries, by position", "sql": "SELECT pos, AVG(AGE) as avg_age, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY pos ORDER BY avg_age DESC"} +{"question": "Which teams have the oldest and youngest rosters in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC;"} +{"question": "Who are the top 5 highest-paid players in the league", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTR(SALARY, 2) AS INTEGER) DESC LIMIT 5"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT NAME, AGE FROM nba_roster ORDER BY AGE DESC LIMIT 1;"} +{"question": "What are the top 5 teams in the NBA with the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 5"} +{"question": "What is the range of salaries in the NBA", "sql": "SELECT MIN(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS min_salary, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS max_salary FROM nba_roster"} +{"question": "How many players in the NBA roster are 6'8", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' AND SUBSTRING(HT, INSTR(HT,'')+1) = '8';"} +{"question": "Which team has the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "Who are the top 5 highest-paid players in the NBA who are 25 years or older", "sql": "SELECT name, SALARY FROM nba_roster WHERE AGE >= 25 ORDER BY SALARY DESC LIMIT 5;"} +{"question": "Which team has the most players who are significantly older than the average age of all NBA players", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5 GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "Which teams have the oldest average age among their players", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age DESC;"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which three teams have the most players taller than 6'8", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE HT!= 'NA' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) > 68 GROUP BY Team ORDER BY num_players DESC LIMIT 3"} +{"question": "What is the average height of players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE AGE <= 25;"} +{"question": "Which five teams in the NBA have the highest average salary among their players", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 5"} +{"question": "Who is the highest-paid player in the NBA who did not attend college", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster WHERE COLLEGE = '--');"} +{"question": "How many players on the Boston Celtics have attended a college other than '--'?", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Boston Celtics' AND COLLEGE!='--';"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster;"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "Who is the player with the highest jersey number in the NBA", "sql": "SELECT NAME, Jersey FROM nba_roster WHERE Jersey = (SELECT MAX(Jersey) FROM nba_roster);"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Which team has the oldest average age among all teams in the NBA", "sql": "SELECT TEAM, AVG(AGE) AS avg_age FROM nba_roster GROUP BY TEAM ORDER BY avg_age DESC LIMIT 1"} +{"question": "How many players in the NBA are older than the average age of all players", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster);"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC;"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which team has the oldest average age among its players", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of players at each position in the NBA", "sql": "SELECT POS, AVG(HT) AS avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY POS"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "Who is the highest paid player in the NBA", "sql": "SELECT name, salary FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the highest salary in the NBA", "sql": "SELECT MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as highest_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "Which team has the tallest average height", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "What age group has the most players in the NBA", "sql": "SELECT AGE, COUNT(*) as count FROM nba_roster GROUP BY AGE ORDER BY count DESC LIMIT 1"} +{"question": "Who is the highest-paid college-educated player on the Toronto Raptors", "sql": "SELECT name, SALARY FROM nba_roster WHERE team='Toronto Raptors' AND COLLEGE!='--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTRING(SALARY, 2) AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) / 12.0) as average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age ASC;"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC;"} +{"question": "What are the three highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTR(SALARY, 2) AS INTEGER) DESC LIMIT 3"} +{"question": "What is the average age of NBA players by position", "sql": "SELECT POS, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY POS ORDER BY average_age ASC;"} +{"question": "Which team has the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What are the top 5 teams with the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 5"} +{"question": "How many players on the Golden State Warriors are at least 6 feet 8 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Golden State Warriors' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) >= 68;"} +{"question": "What is the average age of players in the NBA who are 6'8", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE SUBSTR(HT, 1, INSTR(HT,' ')-1) = '6' AND SUBSTR(HT, INSTR(HT,' ')+1) LIKE '% 8';"} +{"question": "What is the average salary of NBA players under the age of 25", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) FROM nba_roster WHERE AGE <= 25"} +{"question": "What are the names of the players in the NBA roster who are exactly 6 feet 8 inches tall", "sql": "SELECT NAME, HT FROM nba_roster WHERE LENGTH(HT) = 6 AND SUBSTR(HT, 3, 1) ='' AND CAST(SUBSTR(HT, 1, 2) AS INTEGER) = 6 AND CAST(SUBSTR(HT, 7, 2) AS INTEGER) = 8"} +{"question": "What is the most common college attended by NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "Which team has the tallest average height", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Which team has the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the average height of the tallest team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "Which 5 teams have the tallest average height among their players, excluding those with unknown jersey numbers", "sql": "SELECT team, NAME, Jersey, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE Jersey!= 'NA' GROUP BY team, NAME, Jersey ORDER BY height DESC LIMIT 5"} +{"question": "What is the average salary of all NBA players", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "Who are the three tallest players in the league", "sql": "SELECT NAME, HT FROM nba_roster ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 3"} +{"question": "What is the average height of all players in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster;"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT college, COUNT(*) as num_players FROM nba_roster WHERE college!= '--' GROUP BY college ORDER BY num_players DESC;"} +{"question": "What is the average height of players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE AGE <= 25;"} +{"question": "What is the team with the highest average salary for players who attended college", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What are the top 3 highest-paid college-educated players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE COLLEGE!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average age of each player in the NBA roster", "sql": "SELECT NAME, AVG(AGE) AS Average_Age FROM nba_roster GROUP BY NAME;"} +{"question": "What are the top 5 teams in the NBA in terms of average player salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC"} +{"question": "What is the average age of the older players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster) * 5;"} +{"question": "What are the top 3 teams with the highest average salary in the NBA", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY avg_salary DESC LIMIT 3"} +{"question": "Who is the oldest player currently playing in the NBA", "sql": "SELECT NAME, AGE FROM nba_roster ORDER BY AGE DESC LIMIT 1;"} +{"question": "Which team has the most players under the age of 25", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE AGE <= 25 GROUP BY Team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Who are the top 5 players in the NBA with assigned jersey numbers", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE JERSEY!= 'NA' ORDER BY JERSEY LIMIT 5;"} +{"question": "How many players on the Chicago Bulls are 25 years old or younger", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Chicago Bulls' AND AGE <= 25;"} +{"question": "What is the average age of all players in the NBA roster who have their age recorded", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT team, COUNT(*) FROM nba_roster GROUP BY team ORDER BY COUNT(*) DESC LIMIT 1"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the number of players in the NBA who are 6'8", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 6.8;"} +{"question": "Who is the player with the highest average salary in the NBA", "sql": "SELECT NAME, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY NAME ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12.0) FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) / 12.0) as average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Who is the player with the highest jersey number in the NBA", "sql": "SELECT NAME, Jersey FROM nba_roster WHERE Jersey!= 'NA' ORDER BY CAST(Jersey AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the average salary of all players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE AGE <= 25 AND SALARY!= '--';"} +{"question": "Who are the top 5 players in the NBA in terms of their total value, combining their salary and jersey number", "sql": "SELECT name, (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) + CAST(Jersey AS INTEGER)) as total_value, POS FROM nba_roster WHERE SALARY!= '--' ORDER BY total_value DESC LIMIT 5"} +{"question": "What is the average height of all NBA players with known heights", "sql": "SELECT AVG(LENGTH(HT)) FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SALARY AS REAL) DESC LIMIT 5"} +{"question": "Which team has the oldest average age among all teams in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY COUNT(*) DESC LIMIT 1"} +{"question": "Which team has the oldest average age of players", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1"} +{"question": "What is the team with the tallest average height in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) AS average_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(LENGTH(SUBSTR(HT, 0, INSTR(HT,'')-1))) AS avg_height FROM nba_roster"} +{"question": "What is the range of heights of NBA players", "sql": "SELECT MIN(LENGTH(SUBSTR(HT, 0, INSTR(HT,'')-1))) AS min_height, MAX(LENGTH(SUBSTR(HT, 0, INSTR(HT,'')-1))) AS max_height FROM nba_roster;"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team"} +{"question": "What is the age range of players in the NBA", "sql": "SELECT MIN(AGE) as youngest, MAX(AGE) as oldest FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What are the 5 teams with the highest average weight in the NBA, excluding players with unknown heights", "sql": "SELECT HT, AVG(WT) AS avg_weight FROM nba_roster WHERE HT!= 'NA' GROUP BY HT ORDER BY avg_weight DESC LIMIT 5"} +{"question": "What are the top 5 colleges that produce the most players for each position in the NBA", "sql": "SELECT POS, COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY POS, COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT NAME, AGE FROM nba_roster ORDER BY AGE DESC LIMIT 1;"} +{"question": "Who is the oldest player in the NBA who attended college", "sql": "SELECT name, age FROM nba_roster WHERE COLLEGE!= '--' ORDER BY age DESC LIMIT 1;"} +{"question": "What is the most common position for players under the age of 25 in the NBA", "sql": "SELECT POS FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY COUNT(*) DESC LIMIT 1;"} +{"question": "How many players in the NBA are 25 years old or older", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE >= 25;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "How many colleges in the NBA have multiple players", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE IN (SELECT COLLEGE FROM nba_roster GROUP BY COLLEGE HAVING COUNT(*) > 1);"} +{"question": "What is the average salary of NBA players who are 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) FROM nba_roster WHERE AGE >= 25"} +{"question": "Which players in the NBA roster are 6 feet 8 inches tall", "sql": "SELECT NAME FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) = 68"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC;"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age;"} +{"question": "What is the tallest player for each position in the NBA roster", "sql": "SELECT pos, MAX(CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER)) as max_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY pos;"} +{"question": "What are the top 5 highest-paid players on Eastern Conference teams", "sql": "SELECT * FROM nba_roster WHERE SALARY IN (SELECT DISTINCT SALARY FROM nba_roster WHERE TEAM LIKE 'E%') ORDER BY SALARY DESC LIMIT 5;"} +{"question": "What is the average age of all players in the NBA who are 25 years old or older", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE >= 25;"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What team has the largest roster of players 25 years old or younger", "sql": "SELECT team, count(*) FROM nba_roster WHERE AGE <= 25 GROUP BY team ORDER BY count(*) DESC LIMIT 1;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the team with the highest average salary among players who are within 5 years of the average age of the entire league", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE + (SELECT AVG(Age) FROM nba_roster) * 5 <= (SELECT MAX(Age) FROM nba_roster) GROUP BY TEAM ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What is the average height of the Toronto Raptors players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the highest-paid player on the Chicago Bulls", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE team='Chicago Bulls' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "Which colleges have the most players in the NBA, and how many of them earn more than $5 million per year", "sql": "SELECT COLLEGE, COUNT(*) AS num_players, SUM(CASE WHEN CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) > 5000000 THEN 1 ELSE 0 END) AS num_players_over_5m FROM nba_roster GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the average height of players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE AGE <= 25;"} +{"question": "Who is the highest-paid player with at least 5 years of NBA experience", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster WHERE (AGE - (SELECT MIN(AGE) FROM nba_roster) + 1) >= 5)"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Who are the top 3 tallest players in the NBA", "sql": "SELECT team, name, pos, HT FROM nba_roster WHERE HT IS NOT NULL ORDER BY LENGTH(HT) DESC LIMIT 3;"} +{"question": "What is the average age of all players in the NBA who have a non-null salary", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA have a salary greater than $10,000,000 and attended the University of Michigan", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE SALARY > '10000000' AND COLLEGE='Michigan';"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT name, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as salary FROM nba_roster ORDER BY salary DESC LIMIT 5"} +{"question": "What position has the most players in the NBA roster", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team"} +{"question": "Which teams have the most players from a particular college", "sql": "SELECT team, COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team, COLLEGE ORDER BY num_players DESC"} +{"question": "Who is the tallest player in the NBA roster", "sql": "SELECT name, HT FROM nba_roster ORDER BY LENGTH(HT) DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What colleges did the players in the NBA roster attend, excluding those who attended a college that is not listed", "sql": "SELECT NAME, COLLEGE FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Who are the 5 oldest players in the NBA with a jersey number", "sql": "SELECT NAME, AGE FROM nba_roster WHERE Jersey!= 'NA' ORDER BY AGE DESC LIMIT 5;"} +{"question": "How many experienced players in the NBA play one of the five main positions and have a salary", "sql": "SELECT COUNT(*) FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') AND SALARY!= '--' AND AGE > 25;"} +{"question": "What is the age range of the players in the NBA roster", "sql": "SELECT MIN(AGE) as youngest, MAX(AGE) as oldest FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "Who are the top 5 highest-paid players in the league", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "What teams have the most players from the same college", "sql": "SELECT TEAM, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE IN (SELECT COLLEGE FROM nba_roster GROUP BY COLLEGE ORDER BY COUNT(*) DESC LIMIT 1) GROUP BY TEAM;"} +{"question": "What are the top 3 teams with the highest average salaries, excluding centers, in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' AND POS!= 'C' GROUP BY team ORDER BY average_salary DESC LIMIT 3"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of the players in the NBA who are 25 years old or older", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE >= 25"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT name, HT FROM nba_roster WHERE HT!= 'NA' ORDER BY LENGTH(HT) DESC LIMIT 1"} +{"question": "What is the list of players in the NBA who are 25 years old or older", "sql": "SELECT name, AGE FROM nba_roster WHERE AGE >= 25 ORDER BY AGE;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) / 12.0) as average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team;"} +{"question": "What is the age range of the players in the NBA", "sql": "SELECT MIN(AGE) as youngest_player, MAX(AGE) as oldest_player FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the average age of all players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "What is the age range of the youngest and oldest players in the NBA", "sql": "SELECT MIN(AGE) AS youngest, MAX(AGE) AS oldest FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "Which teams have the most young players in their roster", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE <= 25 GROUP BY team;"} +{"question": "What is the average age of all players in the NBA who are older than 5 years", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Which college has produced the most NBA players, excluding those who have not disclosed their salary", "sql": "SELECT COLLEGE, COUNT(*) FROM nba_roster WHERE SALARY!= '--' GROUP BY COLLEGE ORDER BY COUNT(*) DESC LIMIT 1;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster"} +{"question": "What are the names of the players in the NBA who are 6'8", "sql": "SELECT NAME FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) >= 68"} +{"question": "What college has produced the most players for the Toronto Raptors", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE TEAM = 'Toronto Raptors' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the height of the player who is 6'8", "sql": "SELECT NAME FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of Power Forward players in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS height FROM nba_roster WHERE POS='PF';"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC"} +{"question": "What is the average height of each team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height ASC"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "Who is the heaviest player in the NBA", "sql": "SELECT NAME, WT FROM nba_roster WHERE WT!= 'NA' ORDER BY CAST(SUBSTR(WT, 1, INSTR(WT,' ')-1) AS INTEGER) DESC LIMIT 1"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS COUNT FROM nba_roster GROUP BY POS ORDER BY COUNT DESC;"} +{"question": "What are the top colleges attended by NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the average height of all NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster"} +{"question": "What is the list of players who did not attend college or whose college information is not available", "sql": "SELECT NAME, TEAM, POS FROM nba_roster WHERE COLLEGE = '--' OR COLLEGE IS NULL;"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the names, teams, and salaries of the NBA players who are over 25 years old and earn more than $5,000,000", "sql": "SELECT name, team, SALARY FROM nba_roster WHERE AGE > 25 AND SALARY!= '--' AND CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) > 5000000;"} +{"question": "What is the average salary of all NBA players, excluding those with unknown salaries", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "Which team has the tallest average height among its players", "sql": "SELECT team, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster WHERE HT!= 'NA' GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "What is the average salary for each team in the NBA, excluding teams with unknown salaries", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC;"} +{"question": "Who is the highest-paid player under the age of 24 on a non-rookie contract", "sql": "SELECT name, team, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS salary FROM nba_roster WHERE POS!= '--' AND AGE < 25 AND SALARY!= '--' ORDER BY salary DESC LIMIT 1;"} +{"question": "What age group has the most diverse range of players in the NBA", "sql": "SELECT COUNT(DISTINCT AGE) AS count, AGE FROM nba_roster GROUP BY AGE ORDER BY count DESC LIMIT 1"} +{"question": "Which team has the oldest average age among its players", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC LIMIT 1"} +{"question": "Which team has the tallest average height among all teams with available height data", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT team, COUNT(*) as count FROM nba_roster GROUP BY team ORDER BY count DESC LIMIT 1"} +{"question": "What colleges have produced multiple NBA players", "sql": "SELECT name FROM nba_roster WHERE COLLEGE IN (SELECT COLLEGE FROM nba_roster WHERE NAME LIKE '%LeBron%');"} +{"question": "Who are the top 5 highest-paid players in the NBA, excluding the Chicago Bulls", "sql": "SELECT * FROM (SELECT *, ROW_NUMBER() OVER (ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC) as row_num FROM nba_roster WHERE SALARY!= '--') as temp WHERE row_num <= 5 AND team!= 'Chicago Bulls';"} +{"question": "What is the average height of all players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) as INTEGER)) FROM nba_roster WHERE AGE <= 25"} +{"question": "What is the total salary of all players in the NBA who are 25 years old or younger", "sql": "SELECT SUM(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,'$')-1) as INTEGER)) FROM nba_roster WHERE AGE <= 25"} +{"question": "Who are the top 3 players in the NBA with non-null jersey numbers", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE JERSEY!= 'NA' ORDER BY JERSEY LIMIT 3;"} +{"question": "What is the average age of all players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "What are the top 3 teams with the highest average salary in the NBA", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY TEAM ORDER BY average_salary DESC LIMIT 3"} +{"question": "What is the age range of the majority of players in the NBA", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 10 <= (SELECT MAX(Age) FROM nba_roster);"} +{"question": "What is the age range of players in the NBA", "sql": "SELECT MIN(AGE) AS Youngest, MAX(AGE) AS Oldest FROM nba_roster;"} +{"question": "Which three teams have the oldest average age of players in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 3"} +{"question": "What is the team with the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) / 12.0) as average_height FROM nba_roster;"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "Which team has the highest average salary among all teams in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 2) as INTEGER)) FROM nba_roster WHERE salary!= '--' GROUP BY team ORDER BY AVG(CAST(SUBSTR(SALARY, 2) as INTEGER)) DESC LIMIT 1"} +{"question": "What is the average height of all NBA players with known heights", "sql": "SELECT AVG(LENGTH(HT)) FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "Which team has the highest average salary among all teams in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "Who are the top 3 highest-paid players in the NBA", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3;"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS salary FROM nba_roster ORDER BY salary DESC LIMIT 5;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the shortest and tallest heights of NBA players with recorded heights", "sql": "SELECT MIN(LENGTH(HT)) AS shortest, MAX(LENGTH(HT)) AS tallest FROM nba_roster WHERE HT IS NOT NULL;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the teams with the youngest and oldest rosters in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC"} +{"question": "What college has the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA roster", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary for each position in the NBA, excluding players with unknown salaries", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary, POS FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY average_salary DESC"} +{"question": "What is the total salary for each team in the NBA, excluding players with unknown salaries", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS total_salary, team FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY total_salary DESC"} +{"question": "Which three teams have the highest paid players in the NBA", "sql": "SELECT * FROM nba_roster WHERE SALARY IN (SELECT MAX(SALARY) FROM nba_roster GROUP BY TEAM ORDER BY MAX(SALARY) LIMIT 3);"} +{"question": "What is the average height of NBA players who are 25 years old or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE AGE >= 25;"} +{"question": "What is the most popular jersey number in the current NBA", "sql": "SELECT MIN(AGE) AS youngest, MAX(AGE) AS oldest FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the average age of the players on the Toronto Raptors team", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC;"} +{"question": "What is the team with the highest average salary in the NBA", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY average_salary DESC LIMIT 1"} +{"question": "Which team has the youngest average age of players", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC LIMIT 1"} +{"question": "Who is the heaviest player in the NBA", "sql": "SELECT name, WT FROM nba_roster WHERE WT!= 'NA' ORDER BY CAST(SUBSTR(WT, 1, INSTR(WT,' ')-1) AS INTEGER) DESC LIMIT 1"} +{"question": "Which three teams in the NBA have the highest average salary for players who attended college", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 3;"} +{"question": "Which team has the tallest average height", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Which team has the oldest average age among all teams in the NBA", "sql": "SELECT team, AVG(age) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC;"} +{"question": "What is the height of the tallest player on each team in the NBA", "sql": "SELECT team, (SELECT MAX(HT) FROM nba_roster WHERE team = nba_roster.team) AS tallest_player FROM nba_roster GROUP BY team;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What college has the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Which NBA team has the most players who are at least 6 feet 7 inches tall", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 >= 6.67 GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC"} +{"question": "Which teams have the smallest rosters in the NBA", "sql": "SELECT team, COUNT(*) as num_players, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY num_players ASC"} +{"question": "Which players have played for more than one team in their NBA career", "sql": "SELECT name, team, COUNT(*) as num_teams FROM nba_roster GROUP BY name, team HAVING COUNT(team) > 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "How many players on the Toronto Raptors are more than 5 years older than the average age of the team", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Toronto Raptors' AND (AGE - (SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors')) > 5;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "Which colleges have the most players in the NBA", "sql": "SELECT COUNT(*) AS count, COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster);"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER)) FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT Team, AVG(AGE) AS average_age FROM nba_roster GROUP BY Team"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT NAME, AGE FROM nba_roster ORDER BY AGE DESC LIMIT 1;"} +{"question": "How many players in the NBA have attended Duke, Kentucky, or North Carolina and play as a Forward", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE IN ('--', 'Duke', 'Kentucky', 'North Carolina') AND POS LIKE '%F';"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average salary of NBA players 25 years old or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,'$')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE age >= 25;"} +{"question": "What is the most represented college among NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, COUNT(*) AS count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of the Toronto Raptors team", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "Who are the top 3 highest-paid players in the NBA", "sql": "SELECT * FROM nba_roster ORDER BY CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER) DESC LIMIT 3;"} +{"question": "What is the average age of all NBA players who are older than 5 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Which team has the highest average salary in the NBA, excluding teams with unknown salaries", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team;"} +{"question": "What is the age range for each position in the NBA roster", "sql": "SELECT MIN(AGE) as min_age, NAME, MAX(AGE) as max_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY POS;"} +{"question": "What position has the largest number of players in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which teams have the youngest players in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC;"} +{"question": "Which team has the highest average salary among all teams in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "Who is the highest-paid player on the team with the largest roster", "sql": "SELECT NAME FROM nba_roster WHERE team=(SELECT team FROM nba_roster GROUP BY team ORDER BY COUNT(*) DESC LIMIT 1) AND SALARY=(SELECT MAX(SALARY) FROM nba_roster WHERE team=(SELECT team FROM nba_roster GROUP BY team ORDER BY COUNT(*) DESC LIMIT 1));"} +{"question": "Which team has the oldest average age among all teams in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which three teams have the most players who attended college", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team ORDER BY num_players DESC LIMIT 3;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS COUNT FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY COUNT DESC LIMIT 1"} +{"question": "Which team has the highest average salary in the NBA", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY TEAM ORDER BY average_salary DESC LIMIT 1"} +{"question": "Who is the oldest player in the NBA with a known salary", "sql": "SELECT name, age FROM nba_roster WHERE age > 5 AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which team has the oldest average age among all teams in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1;"} +{"question": "Which NBA teams have the most players on their roster", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC"} +{"question": "What is the average age of all players in the NBA who are older than 5 years", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Which team has the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "Which team has the tallest average height", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "What is the average age of NBA players who attended college", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "What is the team with the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "Which team has the oldest average age among all NBA teams", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1"} +{"question": "What are the names of the players who are exactly 6 feet 8 inches tall", "sql": "SELECT name, HT FROM nba_roster WHERE LENGTH(HT) = 6 AND SUBSTR(HT, 1, 1) = '6' AND SUBSTR(HT, 3, 1) = '8'"} +{"question": "What is the average age of players from each college, excluding those with unknown ages", "sql": "SELECT COLLEGE, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY COLLEGE ORDER BY average_age ASC"} +{"question": "Which three colleges have the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 3"} +{"question": "What is the average height of all players in the NBA", "sql": "SELECT AVG(HT) FROM nba_roster"} +{"question": "Who are the top 5 highest-paid players in the league, excluding those with unknown salaries", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the age range of the players in the NBA", "sql": "SELECT MIN(age) as youngest, MAX(age) as oldest FROM nba_roster;"} +{"question": "Which NBA teams have the most players under the age of 25", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE <= 25 GROUP BY team ORDER BY num_players DESC;"} +{"question": "How many players in the NBA are 6 feet 8 inches or taller", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) >= 68;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which team has the youngest average age of players", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC LIMIT 1"} +{"question": "Which team has the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the number of the player with the highest jersey number in the NBA", "sql": "SELECT NAME, Jersey FROM nba_roster WHERE Jersey = (SELECT MAX(Jersey) FROM nba_roster);"} +{"question": "What is the 75th percentile salary of NBA players who are 25 years or older", "sql": "SELECT CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER) as percentile FROM nba_roster WHERE AGE >= 25 ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE AGE >= 25)*75/100-1"} +{"question": "What is the team with the most players under the age of 25", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE AGE <= 25 GROUP BY Team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the number of players in the NBA who are 5 years or younger than the oldest player in the league", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 5 <= (SELECT MAX(Age) FROM nba_roster);"} +{"question": "How many NBA players attended a college other than '--'", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average age of the players on each NBA team", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who are the top 3 highest-paid players in the NBA roster", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY CAST(SALARY AS REAL) DESC LIMIT 3"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS FROM nba_roster WHERE POS!= '' GROUP BY POS ORDER BY COUNT(*) DESC LIMIT 1;"} +{"question": "Who are the 5 players with the highest jersey numbers in the league", "sql": "SELECT name, jersey FROM nba_roster ORDER BY CAST(SUBSTRING(jersey, 0, INSTR(jersey,'')-1) AS INTEGER) DESC LIMIT 5;"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the average height of each team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster GROUP BY team ORDER BY average_height ASC"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC"} +{"question": "What is the average height of NBA players who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE CAST(AGE AS INTEGER) <= 25"} +{"question": "What is the team with the most players in the NBA", "sql": "SELECT COUNT(*) as num_players, TEAM FROM nba_roster GROUP BY TEAM ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS IS NOT NULL GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA who are older than 5 years", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Which team has the heaviest average weight", "sql": "SELECT team, AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')-1) AS INTEGER) + CAST(SUBSTR(WT, INSTR(WT,' ')+1) AS FLOAT)/16) as average_weight FROM nba_roster WHERE WT!= 'NA' GROUP BY team ORDER BY average_weight DESC LIMIT 1"} +{"question": "How many players in the NBA are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = '6' AND SUBSTR(HT, INSTR(HT,'')+1) = '8';"} +{"question": "What are the names and colleges of the top 5 players who attended colleges with names longer than 2 characters", "sql": "SELECT NAME, COLLEGE FROM nba_roster WHERE COLLEGE IS NOT NULL AND COLLEGE!= '--' ORDER BY LENGTH(COLLEGE) LIMIT 5"} +{"question": "What is the average age of all players in the NBA who are older than 5 years", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Who are the top 3 highest-paid players in the NBA", "sql": "SELECT * FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3;"} +{"question": "Who are the top 5 players with the highest jersey numbers in the NBA", "sql": "SELECT NAME, JERSEY FROM nba_roster ORDER BY JERSEY DESC LIMIT 5;"} +{"question": "Who is the shortest player on the Golden State Warriors", "sql": "SELECT name, HT FROM nba_roster WHERE team='Golden State Warriors' ORDER BY CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) ASC LIMIT 1"} +{"question": "What are the average salaries for each NBA team, excluding teams with unknown salaries", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC;"} +{"question": "What is the average salary for players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) FROM nba_roster WHERE AGE <= 25"} +{"question": "Which team has the most players who attended college", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the total salary for each team in the NBA", "sql": "SELECT team, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What are the 10 most common heights in the NBA, along with the average weight of players at each height", "sql": "SELECT HT, COUNT(*) AS count, AVG(WT) AS avg_weight FROM nba_roster WHERE HT IS NOT NULL GROUP BY HT ORDER BY count DESC LIMIT 10"} +{"question": "What is the most popular jersey number in the current NBA", "sql": "SELECT AGE, AVG(SALARY) AS avg_salary FROM nba_roster WHERE SALARY IS NOT NULL GROUP BY AGE ORDER BY avg_salary DESC LIMIT 10"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common height in the NBA", "sql": "SELECT SUBSTR(HT, 1, INSTR(HT,'')-1) AS height, COUNT(*) AS count FROM nba_roster GROUP BY height ORDER BY count DESC LIMIT 1"} +{"question": "Which college has the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC;"} +{"question": "What is the height of all the players in the roster who are 6'8", "sql": "SELECT name FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What is the average height of NBA players under the age of 25", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE AGE <= 25;"} +{"question": "What are the top 5 teams in the NBA with the highest average salary", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY average_salary DESC LIMIT 5;"} +{"question": "What is the tallest team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) / 12.0) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "What are the 5 most common jersey numbers in the NBA", "sql": "SELECT jersey, COUNT(*) AS count FROM nba_roster GROUP BY jersey ORDER BY count DESC LIMIT 5"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12.0) as average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the average age of all players in the NBA who are taller than 6'8", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) > 68"} +{"question": "Who is the oldest player in the NBA who is taller than 6'8", "sql": "SELECT NAME, AVG(AGE) AS avg_age FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) > 68 GROUP BY NAME ORDER BY avg_age DESC LIMIT 1"} +{"question": "How many players in the NBA are at least 5 years older than the youngest player in the league", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE - (SELECT MIN(AGE) FROM nba_roster) > 5;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which college has produced the fewest number of NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count ASC LIMIT 1"} +{"question": "Which teams have the youngest rosters in the NBA", "sql": "SELECT team, AVG(age) as avg_age FROM nba_roster GROUP BY team ORDER BY avg_age ASC;"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the number of players in the NBA who attended a college other than '--'?", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What are the top 3 players from colleges that have at least 3 players in the NBA", "sql": "SELECT college, name, salary FROM nba_roster WHERE college IN (SELECT college FROM nba_roster GROUP BY college HAVING COUNT(*) >= 3) ORDER BY salary DESC LIMIT 3"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY COUNT(*) DESC LIMIT 1;"} +{"question": "What team is the oldest in terms of average age", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC LIMIT 1;"} +{"question": "Which team has the highest average salary among all teams in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12.0) FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC LIMIT 1"} +{"question": "Who are the top 3 highest-paid players in the league, excluding those who have not disclosed their salaries", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTR(SALARY, 2) AS INTEGER) DESC LIMIT 3;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average age of all NBA players who are older than 5 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT COUNT(DISTINCT TEAM) as team_count, TEAM FROM nba_roster GROUP BY TEAM ORDER BY team_count DESC LIMIT 1"} +{"question": "Who is the highest-paid player in the NBA who did not attend college", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster WHERE COLLEGE = '--');"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "What is the most common position on the Boston Celtics", "sql": "SELECT POS, COUNT(*) AS COUNT FROM nba_roster WHERE team='Boston Celtics' GROUP BY POS ORDER BY COUNT DESC LIMIT 1"} +{"question": "What are the top 3 highest-paid young players on the Toronto Raptors", "sql": "SELECT name, SALARY FROM nba_roster WHERE team='Toronto Raptors' AND CAST(AGE AS INTEGER) < 25 ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3;"} +{"question": "What is the average salary in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average age of all players in the NBA roster who have their age recorded", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the average weight in the NBA", "sql": "SELECT NAME, COLLEGE FROM nba_roster GROUP BY COLLEGE ORDER BY COUNT(COLLEGE) DESC LIMIT 3"} +{"question": "Which NBA team has the most players over the age of 30", "sql": "SELECT TEAM, COUNT(*) as num_players FROM nba_roster WHERE AGE > 30 GROUP BY TEAM ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Who are the top 3 highest-paid players in the NBA", "sql": "SELECT * FROM nba_roster ORDER BY CAST(SUBSTR(SALARY, 2) as INTEGER) DESC LIMIT 3;"} +{"question": "Which Toronto Raptors players are taller than 6'8", "sql": "SELECT NAME FROM nba_roster WHERE TEAM='Toronto Raptors' AND CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) > 68;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Who are the top 3 players with the highest total value, considering both their salary and jersey number", "sql": "SELECT NAME, (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) + CAST(Jersey AS INTEGER)) AS total_value FROM nba_roster WHERE SALARY!= '--' AND Jersey!= 'NA' ORDER BY total_value DESC LIMIT 3;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12.0) as avg_height FROM nba_roster WHERE HT!= '--';"} +{"question": "What is the team with the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 1"} +{"question": "What is the average age of the older players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster) * 5;"} +{"question": "Which team has the highest average salary in the NBA", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What is the average age of players in the NBA who have 5 years of experience or less", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE * 12 * 5 <= (SELECT SUM(AGE * 12) FROM nba_roster);"} +{"question": "Which team has the tallest average height", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE HT!= 'NA' GROUP BY team ORDER BY height DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "What are the 5 height groups with the highest average weight in the NBA", "sql": "SELECT HT, AVG(WT) AS avg_weight FROM nba_roster WHERE HT IS NOT NULL GROUP BY HT ORDER BY avg_weight DESC LIMIT 5"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common height in the NBA", "sql": "SELECT COUNT(*) as count, CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) as height, CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as inches FROM nba_roster GROUP BY height ORDER BY count DESC LIMIT 1"} +{"question": "Which five teams have the most players who are 25 years old", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE = 25 GROUP BY team ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS IS NOT NULL GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE TEAM = 'Toronto Raptors';"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT NAME, HT FROM nba_roster ORDER BY CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 DESC LIMIT 1"} +{"question": "What is the team with the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the average height of power forwards in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY POS"} +{"question": "What are the 5 age groups with the most players in the NBA", "sql": "SELECT AGE, COUNT(*) AS num_players FROM nba_roster WHERE AGE IS NOT NULL GROUP BY AGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the average height for each position in the NBA", "sql": "SELECT pos, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster GROUP BY pos ORDER BY average_height ASC"} +{"question": "Which positions have the most players on the same team", "sql": "SELECT COUNT(*) as total_players, pos FROM nba_roster GROUP BY pos HAVING COUNT(*) > 1 ORDER BY total_players DESC"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Which team has the highest average salary among all teams in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT name, CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER) AS salary FROM nba_roster WHERE SALARY!= '--' ORDER BY salary DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Which team has the highest average salary among all teams in the NBA", "sql": "SELECT TEAM, AVG(SALARY) AS AVG_SALARY FROM nba_roster GROUP BY TEAM ORDER BY AVG_SALARY DESC LIMIT 1"} +{"question": "What is the average age of players on each team in the NBA, listed from youngest to oldest", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC"} +{"question": "Which team has the oldest average age among all teams in the NBA", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster GROUP BY team ORDER BY avg_age DESC LIMIT 1"} +{"question": "Which three teams in the NBA have the oldest average age among their players", "sql": "SELECT Team, AVG(AGE) as average_age FROM nba_roster GROUP BY Team ORDER BY average_age DESC LIMIT 3"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What college has produced the oldest average age of players in the NBA", "sql": "SELECT college, AVG(age) AS average_age FROM nba_roster WHERE college!= '--' GROUP BY college ORDER BY average_age DESC LIMIT 1"} +{"question": "What are the names of the players in the NBA roster who are taller than 6 feet 8 inches", "sql": "SELECT name, HT FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) > 68;"} +{"question": "What is the most common position among players under the age of 25 in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which five teams have the oldest average age among their players", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "Who is the highest-paid non-point guard on the Los Angeles Lakers", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE TEAM='Los Angeles Lakers' AND POS!= 'PG' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How many players on the Toronto Raptors are 6 feet 8 inches or taller", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Toronto Raptors' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "What is the average age of players for each team in the NBA", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age ASC"} +{"question": "Which colleges have the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC"} +{"question": "What are the top 5 highest paid power forwards in the league", "sql": "SELECT NAME, COLLEGE FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "Which teams have the most players in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC"} +{"question": "What is the list of players in the NBA who are 6'8", "sql": "SELECT name FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) >= 68"} +{"question": "What is the average age of players for each team in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC;"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT team, NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS salary FROM nba_roster ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average weight in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players, SUM(CASE WHEN CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) > 5000000 THEN 1 ELSE 0 END) as num_players_over_5_million FROM nba_roster WHERE SALARY!= '--' GROUP BY COLLEGE;"} +{"question": "What is the average age of players in the NBA who are older than 5 times the average age of all players", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster) * 5"} +{"question": "What is the total salary for each team in the NBA", "sql": "SELECT team, SUM(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) AS INTEGER)) AS total_salary FROM nba_roster GROUP BY team"} +{"question": "Which NBA teams have the most players over the age of 25", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE AGE > 25 GROUP BY team ORDER BY num_players DESC;"} +{"question": "What is the list of players in the NBA who are 68 inches or taller", "sql": "SELECT name FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INT) >= 68"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5 OFFSET 0;"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE TEAM = 'Toronto Raptors';"} +{"question": "Which colleges have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC"} +{"question": "Which team has the oldest average age among all teams in the NBA", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age DESC LIMIT 1"} +{"question": "Who is the player with the highest jersey number in the NBA", "sql": "SELECT NAME, Jersey FROM nba_roster WHERE Jersey!= 'NA' ORDER BY CAST(SUBSTR(Jersey, 1, INSTR(Jersey,'') - 1) AS INTEGER) DESC LIMIT 1"} +{"question": "What are the 10 most common heights among NBA players", "sql": "SELECT HT, COUNT(*) as count, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'') - 1) AS INTEGER)) as avg_height FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 10"} +{"question": "What are the average ages of players by position, with the oldest positions listed first", "sql": "SELECT POS, AVG(AGE) as average_age FROM nba_roster GROUP BY POS ORDER BY average_age DESC;"} +{"question": "Which team has the tallest average height among its players", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "What is the average age of players in the NBA who are taller than 6 feet 7 inches", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 > 6.67"} +{"question": "What are the top 5 players in the league by average age, considering only those who are taller than 6'7", "sql": "SELECT NAME, AVG(AGE) AS avg_age FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 > 6.67 GROUP BY NAME ORDER BY avg_age DESC LIMIT 5"} +{"question": "What is the average salary of all players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE <= 25 AND SALARY!= '--';"} +{"question": "Who are the players on the Toronto Raptors who are the only player on their team", "sql": "SELECT NAME FROM nba_roster WHERE team='Toronto Raptors' AND (SELECT COUNT(*) FROM nba_roster WHERE team=nba_roster.team AND team!= 'Toronto Raptors') = 0;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "How many players in the NBA are older than five times the average age of all players", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster) * 5;"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC;"} +{"question": "Who is the tallest player in the NBA roster", "sql": "SELECT name, HT FROM nba_roster WHERE HT IS NOT NULL ORDER BY CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) DESC LIMIT 1"} +{"question": "Which young players in the NBA have a salary of $5,000,000 or more", "sql": "SELECT NAME FROM nba_roster WHERE AGE <= 25 AND SALARY >= '5000000';"} +{"question": "Which teams have multiple players who attended the same college", "sql": "SELECT team, COUNT(*) as num_players, COLLEGE FROM nba_roster GROUP BY team, COLLEGE HAVING COUNT(*) > 1;"} +{"question": "What is the average age of players in the NBA who are 6'8 or taller", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE SUBSTR(HT, 1, INSTR(HT,' ')-1) = '6' AND SUBSTR(HT, INSTR(HT,' ')+1) LIKE '%8%';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12.0) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the highest-paid player on the team with the smallest roster", "sql": "SELECT * FROM nba_roster WHERE TEAM = (SELECT TEAM FROM nba_roster GROUP BY TEAM ORDER BY COUNT(*) ASC LIMIT 1) ORDER BY SALARY DESC LIMIT 1;"} +{"question": "What is the average height of high-paid point guards, shooting guards, and small forwards in the NBA", "sql": "SELECT AVG(HT) AS avg_height FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF') AND SALARY > '5,000,000';"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "Which team has the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC;"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team;"} +{"question": "What is the average height of players on each team, excluding teams with players who have a height listed as 'NA'", "sql": "SELECT team, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY team ORDER BY avg_height DESC"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the most common position in the NBA with the most players", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average age of players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the 5 height groups with the highest average weight in the NBA", "sql": "SELECT HT, AVG(WT) AS avg_weight FROM nba_roster WHERE HT IS NOT NULL GROUP BY HT ORDER BY avg_weight DESC LIMIT 5"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, COUNT(*) AS count, HT FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the jersey number with the most players in the NBA", "sql": "SELECT Jersey, COUNT(*) AS Count FROM nba_roster GROUP BY Jersey ORDER BY Count DESC LIMIT 1"} +{"question": "Which team has the most players over the age of 30", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE > 30 GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the average salary of players who attended the University of Michigan", "sql": "SELECT COLLEGE, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE COLLEGE = 'Michigan' GROUP BY COLLEGE"} +{"question": "Which teams have the oldest average age of players", "sql": "SELECT team, COUNT(*) as num_players, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC"} +{"question": "What is the average salary of players in the NBA who are 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,'$')-1) AS INTEGER)) as average_salary FROM nba_roster WHERE AGE >= 25"} +{"question": "Which teams have the most players from the same college", "sql": "SELECT Team, COUNT(*) as Count, COLLEGE FROM nba_roster GROUP BY Team, COLLEGE ORDER BY Count DESC LIMIT 5"} +{"question": "What age group has the most representation in the NBA", "sql": "SELECT COUNT(*) as count, AGE as age_group FROM nba_roster GROUP BY AGE ORDER BY count DESC LIMIT 1;"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "How many players in the NBA are older than 25 years old", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE age > 25"} +{"question": "How many players in the NBA are 25 years or younger", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE + 25 <= (SELECT MAX(Age) FROM nba_roster);"} +{"question": "Who is the oldest player with the highest salary in the NBA", "sql": "SELECT name, salary FROM nba_roster WHERE age > (SELECT AVG(age) FROM nba_roster) AND salary = (SELECT MAX(salary) FROM nba_roster) ORDER BY age LIMIT 1"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5 OFFSET 0"} +{"question": "What is the average salary of NBA players who attended college", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "Which team has the most college-educated players", "sql": "SELECT team, COUNT(*) as num_college_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team ORDER BY num_college_players DESC LIMIT 1"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team;"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the height of the 75th percentile of NBA players", "sql": "SELECT CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) as percentile FROM nba_roster ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster)*75/100-1;"} +{"question": "What is the median age of all players in the NBA", "sql": "SELECT AGE as percentile FROM nba_roster ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster)*50/100-1;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average height of players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)) FROM nba_roster WHERE AGE <= 25"} +{"question": "What are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5 OFFSET 0;"} +{"question": "What is the average salary of Power Forward players in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE POS='PF';"} +{"question": "Which team has the most players under the age of 25", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE AGE < 25 GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12.0) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the average age of all players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "What are the top 3 teams in the NBA by average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 3"} +{"question": "How many players in the NBA are more than 5 years older than the average age of all players and did not attend college", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5 AND COLLEGE!= '--';"} +{"question": "What is the age range of the players in the NBA roster", "sql": "SELECT MIN(AGE) AS youngest, MAX(AGE) AS oldest FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "Which teams have the oldest and youngest rosters in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC;"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT name, HT FROM nba_roster ORDER BY CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 DESC LIMIT 1"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT NAME, AGE FROM nba_roster ORDER BY AGE DESC LIMIT 1;"} +{"question": "What is the average age of the players on the team with the oldest roster in the NBA", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster GROUP BY team ORDER BY avg_age DESC LIMIT 1;"} +{"question": "What is the average salary of NBA players aged 25 or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE >= 25"} +{"question": "Who are the top three tallest players in the NBA", "sql": "SELECT NAME, CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) AS height FROM nba_roster ORDER BY height DESC LIMIT 3"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the age range of players in the NBA", "sql": "SELECT MIN(AGE) as youngest, MAX(AGE) as oldest FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the team with the most players from the same college", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster JOIN (SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster GROUP BY COLLEGE ORDER BY num_players DESC) as top_colleges ON nba_roster.COLLEGE = top_colleges.COLLEGE WHERE nba_roster.COLLEGE = top_colleges.COLLEGE GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "Which three teams have the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 3;"} +{"question": "Who is the highest-paid player on the Toronto Raptors who attended college and has a known salary", "sql": "SELECT NAME, Jersey FROM nba_roster WHERE team='Toronto Raptors' AND SALARY!= '--' AND COLLEGE!='--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who are the 5 tallest players in the NBA", "sql": "SELECT NAME, HT FROM nba_roster WHERE HT!= 'NA' ORDER BY LENGTH(HT) DESC LIMIT 5"} +{"question": "Which colleges have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the average salary of NBA players who are 25 years or older", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE >= 25 AND SALARY!= '--';"} +{"question": "Which team has the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "Which team has the most players who are 6'8", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68 GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC;"} +{"question": "What is the tallest player in each position in the NBA", "sql": "SELECT pos, MAX(CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER)) as max_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY pos;"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC"} +{"question": "What position has the most players in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the team with the most players in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1;"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC;"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT NAME, HT FROM nba_roster WHERE HT IS NOT NULL ORDER BY LENGTH(HT) DESC LIMIT 1;"} +{"question": "Which NBA teams have the oldest average age among their players", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age DESC;"} +{"question": "How many players in the NBA are 6' or 8' tall", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 6 | 8"} +{"question": "Which teams have the oldest average age among their players", "sql": "SELECT team, AVG(CAST(AGE AS INTEGER)) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC"} +{"question": "Which team has the oldest average age among its players", "sql": "SELECT team, COUNT(*) AS num_players, AVG(CAST(AGE AS INTEGER)) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count, AVG(AGE) as avg_age FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age ASC"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS COUNT FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY COUNT DESC LIMIT 1"} +{"question": "What is the average height for each position in the NBA, excluding players with missing height data", "sql": "SELECT POS, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY POS ORDER BY average_height DESC"} +{"question": "What is the average age of players in the NBA who are taller than 6'8", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) > 68"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA are 25 years old or older", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE >= 25;"} +{"question": "Who are the top 10 highest-paid players in the NBA who play PF or C and are taller than 75 inches", "sql": "SELECT name, HT, SALARY FROM nba_roster WHERE POS IN ('PF', 'C') AND CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) > 75 ORDER BY SALARY DESC LIMIT 10"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA who are at least 60 years old", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Which team has the highest average salary among all teams in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "Which five teams have the most players over the age of 25", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE > 25 GROUP BY team ORDER BY num_players DESC LIMIT 5;"} +{"question": "What is the weight of the 75th percentile of NBA players who have a recorded weight", "sql": "SELECT CAST(SUBSTRING(WT, 0, INSTR(WT,'') - 1) AS INTEGER) as percentile FROM nba_roster WHERE WT!= 'NA' ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE WT!= 'NA') * 75 / 100 - 1;"} +{"question": "Which 5 teams in the NBA have the highest average age, with an average age greater than 25.5 years old", "sql": "SELECT team, AVG(AGE) AS average_age, COUNT(*) AS num_players FROM nba_roster GROUP BY team HAVING AVG(AGE) > 25.5 ORDER BY average_age DESC LIMIT 5"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the names of the players in the NBA who are 6'7", "sql": "SELECT name FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 >= 6.67"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the team with the tallest average height among players with recorded heights", "sql": "SELECT team, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS avg_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY team ORDER BY avg_height DESC LIMIT 1"} +{"question": "What is the age range of the players in the NBA", "sql": "SELECT MIN(AGE) AS youngest, MAX(AGE) AS oldest FROM nba_roster"} +{"question": "Who are the three tallest players on the Los Angeles Lakers", "sql": "SELECT NAME, HT FROM nba_roster WHERE team='Los Angeles Lakers' ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) DESC LIMIT 3"} +{"question": "What is the total salary of all Brooklyn Nets players, excluding those with unknown salaries", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND SALARY!= '--';"} +{"question": "What is the average height of NBA players who have a recorded height", "sql": "SELECT AVG(LENGTH(HT)) FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "What are the average salaries for each position in the NBA, excluding players with unknown salaries", "sql": "SELECT POS, COUNT(*) AS count, AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY IS NOT NULL GROUP BY POS ORDER BY avg_salary DESC;"} +{"question": "Which NBA teams have the youngest and oldest rosters", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC;"} +{"question": "What is the average height of the tallest team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "Which team has the oldest average age among its players", "sql": "SELECT team, AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY AVG(AGE) DESC LIMIT 1;"} +{"question": "Which five teams have the largest rosters in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE team!= 'NA' GROUP BY team ORDER BY num_players DESC LIMIT 5;"} +{"question": "Which three teams in the NBA have the highest average salary among their players", "sql": "SELECT team, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 3;"} +{"question": "Who is the player with the highest jersey number in the NBA", "sql": "SELECT NAME, Jersey FROM nba_roster WHERE Jersey!= 'NA' ORDER BY CAST(Jersey AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which team has the tallest average height among players 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE age <= 25 GROUP BY team ORDER BY height DESC LIMIT 1"} +{"question": "Which team is paying its players the most on average", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What college has the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average salary of all players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE <= 25 AND SALARY!= '--';"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT NAME, HT FROM nba_roster WHERE HT!= 'NA' ORDER BY LENGTH(HT) DESC LIMIT 1;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which college has produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "Which team has the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) as INTEGER)) as average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT name, HT FROM nba_roster ORDER BY CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) as INTEGER) DESC LIMIT 1"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average age of players for each team in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age"} +{"question": "Who is the highest-paid player in the NBA who attended a college starting with the letter 'M'", "sql": "SELECT name, salary FROM nba_roster WHERE COLLEGE LIKE 'M%' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What are the top 3 most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 3;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12.0) as avg_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Which teams have the most players under the age of 25", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE < 25 GROUP BY team ORDER BY num_players DESC;"} +{"question": "What is the average height of players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) as INTEGER)) FROM nba_roster WHERE AGE <= 25"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which team has the tallest average height", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1;"} +{"question": "What is the age range of the youngest and oldest players in the NBA", "sql": "SELECT MIN(AGE) as youngest_player, MAX(AGE) as oldest_player FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the average age of the players on each NBA team", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC;"} +{"question": "Who are the top 3 highest-paid players in the NBA, excluding those with unknown salaries", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTR(SALARY, 2) AS INTEGER) DESC LIMIT 3"} +{"question": "What is the average age of all players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5"} +{"question": "Which team has the heaviest average weight", "sql": "SELECT team, AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')-1) AS INTEGER) + CAST(SUBSTR(WT, INSTR(WT,' ')+1) AS FLOAT)/12) as average_weight FROM nba_roster GROUP BY team ORDER BY average_weight DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "How many players in the NBA are 25 years old or younger and play one of the five main positions", "sql": "SELECT COUNT(*) FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') AND AGE <= 25"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster GROUP BY Team"} +{"question": "Who is the oldest player in the NBA roster", "sql": "SELECT name, age FROM nba_roster ORDER BY age DESC LIMIT 1"} +{"question": "What is the average age of players in the NBA who are older than 5 years", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5*12"} +{"question": "Who are the top 3 players in the NBA by total weight", "sql": "SELECT NAME, SUM(CAST(SUBSTR(WT, 1, INSTR(WT,'') - 1) AS INTEGER)) AS total_weight, NAME FROM nba_roster GROUP BY NAME ORDER BY total_weight DESC LIMIT 3"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age"} +{"question": "What is the age range of the players in the NBA roster", "sql": "SELECT MIN(AGE) as min_age, MAX(AGE) as max_age FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the average age of all NBA players who are older than 5 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Which team has the tallest average height", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE HT!= 'NA' GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12.0) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Who are the top 3 players on the Toronto Raptors by jersey number", "sql": "SELECT name, jersey FROM nba_roster WHERE team='Toronto Raptors' ORDER BY CAST(Jersey AS INTEGER) DESC LIMIT 3;"} +{"question": "What is the average age of all players in the NBA who are older than 5 years", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average age of players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE > 5*12;"} +{"question": "What are the top 3 teams with the highest average salary in the NBA", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY average_salary DESC LIMIT 3"} +{"question": "What is the most common height among NBA players", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 1"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Who are the top 5 highest-paid players on the Toronto Raptors", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE TEAM = 'Toronto Raptors' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "What college has produced the oldest average age of players in the NBA", "sql": "SELECT AVG(AGE) AS AVG_AGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY AVG_AGE DESC LIMIT 1"} +{"question": "What college sent the most players to the current NBA who are 25 years old or younger", "sql": "SELECT college, COUNT(*) AS num_players FROM nba_roster WHERE college!= '--' AND AGE <= 25 GROUP BY college ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the most popular jersey number in the NBA", "sql": "SELECT Jersey, COUNT(*) AS num_players FROM nba_roster WHERE Jersey!= 'NA' GROUP BY Jersey ORDER BY num_players DESC LIMIT 1"} +{"question": "What are the most common positions in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS IS NOT NULL GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Who are the top 5 highest-paid players in the NBA, excluding those with unknown salaries", "sql": "SELECT * FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE SALARY!= '--') - 5;"} +{"question": "Which team has the highest average salary among all teams in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age ASC"} +{"question": "What is the most popular jersey number in the current NBA", "sql": "SELECT AGE, COUNT(*) AS num_players, AVG(SALARY) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY AGE ORDER BY num_players DESC"} +{"question": "What is the most popular jersey number in the current NBA", "sql": "SELECT POS, AVG(SALARY) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY avg_salary DESC"} +{"question": "What is the average height of the players on the Chicago Bulls", "sql": "SELECT AVG(LENGTH(HT)) FROM nba_roster WHERE team='Chicago Bulls';"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster);"} +{"question": "Who is the player with the highest jersey number in the NBA", "sql": "SELECT NAME, Jersey FROM nba_roster WHERE Jersey!= 'NA' ORDER BY CAST(Jersey AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary for the position with the highest average salary in the NBA", "sql": "SELECT POS, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY average_salary DESC"} +{"question": "Who are the top 5 players in the NBA with the highest salary-to-age ratio", "sql": "SELECT NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as salary, AGE, (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) / AGE) as salary_to_age_ratio FROM nba_roster WHERE SALARY!= '--' ORDER BY salary_to_age_ratio DESC LIMIT 5"} +{"question": "Which team has the most players at the point guard position", "sql": "SELECT team, COUNT(*) as count FROM nba_roster WHERE POS='PG' GROUP BY team ORDER BY count DESC LIMIT 1"} +{"question": "What is the age range of players in the NBA", "sql": "SELECT MIN(AGE) as min_age, MAX(AGE) as max_age FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COUNT(*) as college_count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY college_count DESC LIMIT 1"} +{"question": "Which 5 players have played for the same college as the most other players in the NBA", "sql": "SELECT name, COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY name, COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "Who are the top 3 highest-paid players in the league, excluding those with unknown salaries", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3 OFFSET 3;"} +{"question": "What is the average age of all players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5"} +{"question": "What is the average age of players on each NBA team", "sql": "SELECT Team, AVG(AGE) as avg_age FROM nba_roster GROUP BY Team"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT name, salary FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average height of players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE AGE <= 25"} +{"question": "What are the top 3 teams with the highest average salaries in the NBA", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY average_salary DESC LIMIT 3"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC"} +{"question": "Which three teams have the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 3"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT * FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the height of the 75th percentile of NBA players", "sql": "SELECT (CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)) as height FROM nba_roster WHERE HT!= 'NA' ORDER BY height LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE HT!= 'NA')*75/100-1;"} +{"question": "What is the average height of NBA players who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)) as average_height FROM nba_roster WHERE AGE <= 25 AND HT!= 'NA';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS COUNT FROM nba_roster GROUP BY POS ORDER BY COUNT DESC LIMIT 1"} +{"question": "What are the top 3 teams in the NBA with the highest average salaries", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 3"} +{"question": "What is the average age of all players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Which team has the tallest average height in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_age DESC"} +{"question": "Which teams in the NBA have the highest average salary and what is the average age of their players", "sql": "SELECT team, AVG(AGE) AS average_age, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC;"} +{"question": "What team is paying its players the most in total", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY IS NOT NULL GROUP BY team ORDER BY avg_salary DESC LIMIT 1"} +{"question": "Which team has the most players who are 6'8", "sql": "SELECT team, COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68 GROUP BY team ORDER BY COUNT(*) DESC LIMIT 1"} +{"question": "What position has the most players in the NBA roster", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height for each position in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) AS avg_height FROM nba_roster GROUP BY POS ORDER BY avg_height DESC"} +{"question": "What are the colleges with the highest average salaries for their NBA players", "sql": "SELECT COLLEGE, AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY COLLEGE ORDER BY avg_salary DESC"} +{"question": "Which players in the NBA are 25 years old or older", "sql": "SELECT name FROM nba_roster WHERE AGE >= 25;"} +{"question": "What are the names, teams, and positions of the oldest NBA players who are 6 feet or 7 feet tall and have a non-null salary", "sql": "SELECT name, team, POS FROM nba_roster WHERE age > 25 AND (HT LIKE '% 6%' OR HT LIKE '% 7%') AND SALARY!= '--' ORDER BY age DESC;"} +{"question": "Which players in the NBA roster do not have a college listed or have a college listed as '--'", "sql": "SELECT name FROM nba_roster WHERE COLLEGE = '--' OR COLLEGE IS NULL"} +{"question": "Who are the top 5 highest-paid players in the league", "sql": "SELECT name, SALARY FROM nba_roster ORDER BY CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER) DESC LIMIT 5"} +{"question": "Who are the top 5 highest-paid players in the league among guards and forwards", "sql": "SELECT name, SALARY FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') ORDER BY CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER) DESC LIMIT 5"} +{"question": "Which college has the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the teams with the tallest average height in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) as INTEGER)) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC"} +{"question": "Which teams have the most players who are taller than 6'8", "sql": "SELECT team, COUNT(*) AS num_players_over_68 FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) as INTEGER) > 68 GROUP BY team ORDER BY num_players_over_68 DESC"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 10;"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the average age of the players on the Toronto Raptors", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What are the three tallest players in the NBA", "sql": "SELECT team, name, pos, HT FROM nba_roster WHERE HT IS NOT NULL ORDER BY LENGTH(HT) DESC LIMIT 3;"} +{"question": "What is the average salary of players who are more than 5 years older than the average age of all players in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5;"} +{"question": "Which team has the tallest average height in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster GROUP BY team ORDER BY height DESC LIMIT 1"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the number of players in the NBA who attended a college that is not specified (i.e., '--'), or whose college name contains the words 'University', 'College', 'Institute', or 'School'", "sql": "SELECT COUNT(*) AS count FROM nba_roster WHERE COLLEGE='--' OR COLLEGE LIKE '%University%' OR COLLEGE LIKE '%College%' OR COLLEGE LIKE '%Institute%' OR COLLEGE LIKE '%School%';"} +{"question": "What is the most common position in the NBA with the highest average age", "sql": "SELECT POS, COUNT(*) as count, AVG(AGE) as avg_age FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC"} +{"question": "What is the average age of the players on each team in the NBA", "sql": "SELECT Team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY Team ORDER BY avg_age DESC"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Who is the youngest player on the Brooklyn Nets", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MIN(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "How many players in the NBA are 25 years old or older", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE >= 25 AND AGE IS NOT NULL"} +{"question": "What is the average age of players who are 6'8", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68"} +{"question": "What is the average age of the players on the Dallas Mavericks", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Dallas Mavericks';"} +{"question": "Who are the top 3 tallest players in the NBA", "sql": "SELECT NAME, HT FROM nba_roster WHERE HT IS NOT NULL ORDER BY LENGTH(HT) DESC LIMIT 3"} +{"question": "What is the average salary of Power Forward players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the top 5 highest paid players from the college that sent the most players to the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE COLLEGE IN (SELECT COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY COUNT(*) DESC LIMIT 1) AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(LENGTH(HT)) FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "What is the most common salary range among NBA players", "sql": "SELECT SALARY, COUNT(*) AS frequency FROM nba_roster WHERE SALARY!= '--' GROUP BY SALARY ORDER BY frequency DESC"} +{"question": "Who are the top 5 highest-paid players in the league", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 3"} +{"question": "Which team has the highest average salary among all teams in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12.0) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the average age of all players in the NBA who are older than 5 years", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Which team has the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) / 12.0) as average_height FROM nba_roster;"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) / 12.0) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who are the top 5 highest-paid players in the league", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY SALARY DESC LIMIT 5"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What position has the most players in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the top 5 jersey numbers in the NBA, excluding players with the number 'NA'", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE JERSEY!= 'NA' ORDER BY JERSEY LIMIT 5;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Who is the player with the highest average salary in the NBA", "sql": "SELECT NAME, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY NAME ORDER BY average_salary DESC LIMIT 1;"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as salary FROM nba_roster WHERE SALARY!= '--' ORDER BY salary DESC LIMIT 5;"} +{"question": "What is the average salary of the Toronto Raptors players who have a non-null salary", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE Team = 'Toronto Raptors' AND SALARY!= '--';"} +{"question": "What is the average age of players in the NBA who are exactly 6 feet tall", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE LENGTH(SUBSTR(HT, 1, INSTR(HT,''))) = 2 AND SUBSTR(HT, 1, INSTR(HT,'')) = '6'"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "How many NBA players attended college", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "Which team has the most players from a specific college", "sql": "SELECT team, COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team, COLLEGE ORDER BY num_players DESC LIMIT 1"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT name, AGE FROM nba_roster ORDER BY AGE DESC LIMIT 1"} +{"question": "What are the top 5 players with the highest jersey numbers in the NBA", "sql": "SELECT jersey, name FROM nba_roster WHERE jersey!= 'NA' ORDER BY CAST(jersey AS INTEGER) DESC LIMIT 5;"} +{"question": "Which colleges have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "Which team has the most players under the age of 25", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE AGE <= 25 GROUP BY Team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the average age of the players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "What are the top 3 teams with the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 3"} +{"question": "What is the most common position in the NBA", "sql": "SELECT pos, COUNT(*) as count FROM nba_roster GROUP BY pos ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common height range among NBA players", "sql": "SELECT COUNT(*), SUBSTR(HT, 1, INSTR(HT,'')-1) AS height_range FROM nba_roster GROUP BY height_range ORDER BY COUNT(*) DESC LIMIT 1"} +{"question": "Which college has the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of each team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster GROUP BY team ORDER BY average_height ASC"} +{"question": "What is the most successful college in terms of producing NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA who have a non-null salary", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE SALARY!= '--';"} +{"question": "Who are the top 5 players in the league with the highest jersey numbers", "sql": "SELECT NAME, JERSEY FROM nba_roster ORDER BY JERSEY DESC LIMIT 5;"} +{"question": "What is the average age of the players on each team in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE POS IS NOT NULL GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT Team, COUNT(*) AS num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the most common position in the NBA, and what is the average height of players in that position", "sql": "SELECT POS, COUNT(*) as count, AVG(HT) as avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY POS ORDER BY count DESC"} +{"question": "What are the teams with the tallest players in the NBA", "sql": "SELECT Team, AVG(HT) as avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY Team ORDER BY avg_height DESC"} +{"question": "Which teams have the oldest and youngest rosters in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC"} +{"question": "What is the median weight in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height for each position in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) as avg_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY POS"} +{"question": "Which players in the NBA are 6'8", "sql": "SELECT name, team FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68;"} +{"question": "What are the top colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What are the 5 age groups with the most players in the NBA", "sql": "SELECT AGE, COUNT(*) as count FROM nba_roster GROUP BY AGE ORDER BY count DESC LIMIT 5"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the top 5 colleges that have the most players in each age group", "sql": "SELECT NAME, COLLEGE, AGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE, AGE ORDER BY COUNT(*) DESC LIMIT 5"} +{"question": "Which colleges tend to produce the oldest players in the NBA", "sql": "SELECT AVG(AGE) as average_age, COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY average_age DESC;"} +{"question": "Which NBA team has the lowest total salary", "sql": "SELECT TEAM, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS TOTAL_SALARY FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY TOTAL_SALARY ASC"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Which team has the youngest roster in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC;"} +{"question": "Which team has the highest average salary among all teams", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "Which 5 teams in the NBA have the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 5;"} +{"question": "What age group has the most representation in the NBA", "sql": "SELECT AGE, COUNT(*) as count FROM nba_roster WHERE AGE IS NOT NULL GROUP BY AGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the age with the most unique players in the NBA", "sql": "SELECT COUNT(DISTINCT age) AS age_count, age FROM nba_roster GROUP BY age ORDER BY age_count DESC LIMIT 1"} +{"question": "What are the top 3 highest paid players from each college", "sql": "SELECT name, college, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY college ORDER BY max_salary DESC LIMIT 3"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players in the NBA who are 6'8", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) = 68"} +{"question": "What is the height of the tallest player in the NBA, excluding players with unknown heights", "sql": "SELECT CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) as weight FROM nba_roster WHERE HT!= 'NA' ORDER BY weight LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE HT!= 'NA')*0.25-1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT name, SALARY FROM nba_roster ORDER BY CAST(SUBSTRING(SALARY, 2) AS INTEGER) DESC LIMIT 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "Which team has the highest average salary among all teams in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$') - 1) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What are the most common heights in the NBA, and what is the average height for each of these heights", "sql": "SELECT HT, COUNT(*) as count, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) as avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY HT ORDER BY count DESC"} +{"question": "What is the number of the player with the highest jersey number on the Los Angeles Lakers", "sql": "SELECT NAME, Jersey FROM nba_roster WHERE team='Los Angeles Lakers' AND Jersey!= 'NA' ORDER BY CAST(Jersey AS INTEGER) DESC LIMIT 1;"} +{"question": "Which team has the oldest average age of players", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age DESC LIMIT 1;"} +{"question": "What team has the largest roster", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC;"} +{"question": "What is the average age of the players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average age of players on the Memphis Grizzlies", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC"} +{"question": "Which NBA teams have the oldest average age among their players", "sql": "SELECT TEAM, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY TEAM ORDER BY avg_age DESC"} +{"question": "How many players in the NBA are older than 25 years old", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE age > 25;"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What are the positions in the NBA that tend to be the tallest and heaviest", "sql": "SELECT POS, AVG(LENGTH(HT)) AS avg_height, AVG(LENGTH(SUBSTR(WT, 1, LENGTH(WT)-4))) AS avg_weight FROM nba_roster GROUP BY POS ORDER BY avg_height DESC, avg_weight DESC"} +{"question": "What are the top 5 most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS num_players FROM nba_roster GROUP BY POS ORDER BY num_players DESC LIMIT 5"} +{"question": "Which NBA team has the oldest average age among its players", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC;"} +{"question": "Which colleges have the most players earning over $5 million per year", "sql": "SELECT COLLEGE, COUNT(*) as num_players, SUM(CASE WHEN CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) > 5000000 THEN 1 ELSE 0 END) as num_players_over_5_million FROM nba_roster WHERE SALARY!= '--' GROUP BY COLLEGE ORDER BY num_players_over_5_million DESC;"} +{"question": "Who is the highest-paid non-point guard in the league", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster) AND POS!= 'PG';"} +{"question": "Which team has the oldest average age among its players", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC"} +{"question": "What is the most common position among players in the NBA who are 25 years old or younger", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Who is the oldest player in the NBA", "sql": "SELECT NAME, AVG(AGE) as average_age FROM nba_roster GROUP BY NAME ORDER BY average_age DESC LIMIT 1"} +{"question": "Which NBA players are taller than 6 feet 8 inches", "sql": "SELECT NAME, HT FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 > 6.8 ORDER BY HT DESC;"} +{"question": "What is the average height of NBA players, excluding those with unknown heights", "sql": "SELECT AVG(LENGTH(HT)) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT * FROM nba_roster ORDER BY CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER) DESC LIMIT 5"} +{"question": "What are the 5 tallest positions in the NBA with the most teammates", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster WHERE HT IS NOT NULL GROUP BY HT ORDER BY count DESC LIMIT 5"} +{"question": "Which colleges have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "Who are the top 5 highest-paid players in the league", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY CAST(SUBSTRING(SALARY, 2) AS INTEGER) DESC LIMIT 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of the youngest team in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC"} +{"question": "What are the top 10 most popular jersey numbers in the NBA", "sql": "SELECT COUNT(DISTINCT Jersey) as unique_jerseys, Jersey FROM nba_roster WHERE Jersey!= 'NA' GROUP BY Jersey ORDER BY unique_jerseys DESC LIMIT 10"} +{"question": "What are the most common positions in the NBA and what is the average age of players at each of these positions", "sql": "SELECT POS, COUNT(*) as count, ROUND(AVG(AGE),2) as avg_age FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC"} +{"question": "Which team has the oldest average age of players", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE POS!= '--' GROUP BY team ORDER BY avg_age DESC;"} +{"question": "Who is the oldest player on the Toronto Raptors", "sql": "SELECT name, age FROM nba_roster WHERE team='Toronto Raptors' ORDER BY age DESC LIMIT 1"} +{"question": "What is the number of players on each team in the NBA", "sql": "SELECT Team, COUNT(*) as count FROM nba_roster GROUP BY Team"} +{"question": "What are the 5 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA roster who have their age recorded", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "How many players in the NBA are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' AND SUBSTRING(HT, INSTR(HT,'')+1) = '8';"} +{"question": "What college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS frequency FROM nba_roster WHERE COLLEGE IS NOT NULL GROUP BY COLLEGE ORDER BY frequency DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12.0) as average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Which team has the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC"} +{"question": "Which team has the most players who are 6'8", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE HT!= 'NA' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 68 GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the average salary of NBA players, excluding those with unknown or missing salaries", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What are the 10 most common heights among NBA players", "sql": "SELECT HT, COUNT(*) as count FROM nba_roster GROUP BY HT ORDER BY count DESC LIMIT 10"} +{"question": "What are the top 10 colleges that have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 10"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the team with the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5"} +{"question": "What is the average age of players for each team in the NBA", "sql": "SELECT Team, AVG(AGE) AS Average_Age FROM nba_roster GROUP BY Team"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12) as average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What percentage of NBA players attended college", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "Who are the top 10 players in the league who have played for the most different colleges", "sql": "SELECT name, COLLEGE, COUNT(*) as num_colleges FROM nba_roster WHERE COLLEGE!= '--' GROUP BY name, COLLEGE ORDER BY num_colleges DESC LIMIT 10"} +{"question": "What is the most common position among players 25 years old or younger in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age ASC;"} +{"question": "What is the most popular jersey number in the NBA", "sql": "SELECT Jersey, COUNT(*) as count FROM nba_roster WHERE Jersey!= 'NA' GROUP BY Jersey ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of the Brooklyn Nets players", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets';"} +{"question": "What is the average age of the Brooklyn Nets players", "sql": "SELECT NAME FROM nba_roster WHERE AGE IN (SELECT AVG(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "What is the highest paid player on the Memphis Grizzlies", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE >= 25 GROUP BY team;"} +{"question": "What is the average salary for colleges with multiple players in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) as average_salary FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE HAVING COUNT(*) > 1"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS Salary FROM nba_roster ORDER BY Salary DESC LIMIT 5"} +{"question": "Which team has the oldest average age among all teams in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1"} +{"question": "What are the names, heights, and positions of the power forwards and centers in the NBA who are 6'8", "sql": "SELECT name, HT, POS FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) = 68 AND POS LIKE '%F%' OR POS LIKE '%C%';"} +{"question": "Which five teams have the most players from the University of Michigan", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE = 'Michigan' GROUP BY team ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the team with the highest average age in the NBA", "sql": "SELECT team, AVG(CAST(AGE as INTEGER)) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1"} +{"question": "How many players in the NBA have attended the University of Michigan", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE = 'Michigan';"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the most common position among players in the NBA who are 25 years old or younger", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "How many players in the NBA have attended the University of Michigan", "sql": "SELECT COUNT(*) AS college_count FROM nba_roster WHERE COLLEGE = 'Michigan';"} +{"question": "Which team has the oldest average age of its players", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1;"} +{"question": "Who is the tallest player in the NBA roster", "sql": "SELECT NAME, HT FROM nba_roster WHERE HT = (SELECT MAX(HT) FROM nba_roster);"} +{"question": "What is the average age of the players on the Los Angeles Lakers", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC;"} +{"question": "What is the youngest and oldest player for each position in the NBA", "sql": "SELECT pos, MIN(AGE) as youngest, MAX(AGE) as oldest FROM nba_roster WHERE AGE IS NOT NULL GROUP BY pos;"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 3"} +{"question": "Which teams have the youngest average age among their players", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age ASC;"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which team has the oldest average age among its players", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC LIMIT 1;"} +{"question": "Which NBA teams have the most players on their roster", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which teams have the most players taller than 6'8 in the current NBA", "sql": "SELECT Team, COUNT(*) AS num_players FROM nba_roster WHERE HT!= 'NA' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) > 68 GROUP BY Team ORDER BY num_players DESC LIMIT 5"} +{"question": "Which colleges have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "Which team has the tallest average height among its players", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE HT IS NOT NULL GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "What is the average height of players on the team who are 25 years old or younger and earn a salary greater than $5,000,000", "sql": "SELECT AVG(HT) FROM nba_roster WHERE AGE <= 25 AND SALARY > '5,000,000';"} +{"question": "Which three teams in the NBA have the largest rosters", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 3;"} +{"question": "Which team has the oldest average age among all teams in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC"} +{"question": "Which three teams have the most players who are at least 6'8 tall", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) >= 68 GROUP BY Team ORDER BY num_players DESC LIMIT 3"} +{"question": "What are the top 5 colleges that produce the most NBA players", "sql": "SELECT college, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY college ORDER BY num_players DESC LIMIT 5"} +{"question": "Who is the highest-paid player in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "What is the average height of all NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS COUNT FROM nba_roster GROUP BY POS ORDER BY COUNT DESC LIMIT 1;"} +{"question": "What is the age range of the players in the NBA roster", "sql": "SELECT MIN(AGE) AS youngest, MAX(AGE) AS oldest FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "Which team has the oldest average age", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC"} +{"question": "What is the average age of all players in the NBA who are not paid a salary of '--'?", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the number of players in the NBA who are at least 5 years older than the youngest player in the league", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE - (SELECT MIN(AGE) FROM nba_roster) > 5;"} +{"question": "What is the average salary of NBA players 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) FROM nba_roster WHERE AGE >= 25"} +{"question": "Which NBA team has the most players who are 6'8", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) = 68 GROUP BY Team ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT NAME, HT FROM nba_roster WHERE HT!= 'NA' ORDER BY CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the salary of the 25th percentile of NBA players", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE SALARY!= '--')*25/100-1;"} +{"question": "What is the average salary premium for experienced players in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) - (SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) FROM nba_roster WHERE SALARY!= '--') FROM nba_roster WHERE SALARY!= '--';"} +{"question": "Which teams have the oldest and youngest rosters in the NBA", "sql": "SELECT TEAM, AVG(AGE) AS avg_age FROM nba_roster GROUP BY TEAM ORDER BY avg_age DESC"} +{"question": "Which five teams in the NBA have the largest rosters", "sql": "SELECT TEAM, COUNT(*) AS num_players FROM nba_roster GROUP BY TEAM ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the most common height in the NBA", "sql": "SELECT CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) as height, COUNT(*) as count FROM nba_roster GROUP BY CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) ORDER BY count DESC LIMIT 1"} +{"question": "Which teams have the oldest and youngest rosters in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC;"} +{"question": "Which teams have the most players from the same college", "sql": "SELECT team, COUNT(*) as num_players, COLLEGE FROM nba_roster GROUP BY team, COLLEGE HAVING COUNT(*)>1 ORDER BY num_players DESC"} +{"question": "What is the average age of all players in the NBA who are older than 5 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "What is the team with the highest average salary for players under the age of 3", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE < 3*12 GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What are the three highest-paid college-educated players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE COLLEGE!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12.0) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the average age of all players in the NBA who have a known salary", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the team with the tallest average height in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) as average_height FROM nba_roster WHERE HT!= 'NA' GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "What is the 25th percentile salary in the NBA", "sql": "SELECT TEAM, COUNT(*) AS num_players FROM nba_roster WHERE HT!= 'NA' GROUP BY TEAM ORDER BY num_players DESC LIMIT 1"} +{"question": "Who is the highest-paid player among those who did not attend college", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE COLLEGE = '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1"} +{"question": "Which team has the most players who attended the University of Michigan", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE = 'Michigan' GROUP BY team ORDER BY num_players DESC LIMIT 1"} +{"question": "How many players in the league are 25 years or younger", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE + 25 <= (SELECT MAX(Age) FROM nba_roster);"} +{"question": "What is the average age of players in the NBA who are 6'8", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) = 68"} +{"question": "What is the average age of all players in the current NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Which three teams have the largest rosters in the current NBA", "sql": "SELECT Team, COUNT(*) AS num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC LIMIT 3"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team"} +{"question": "What is the oldest player in each team who plays as a Point Guard", "sql": "SELECT Team, NAME, AGE FROM nba_roster WHERE AGE = (SELECT MAX(AGE) FROM nba_roster WHERE POS = 'PG') ORDER BY Team"} +{"question": "What is the highest paid center on the Dallas Mavericks", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE <= 25 GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What team has the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What is the highest paid center on the Dallas Mavericks", "sql": "SELECT name, salary FROM nba_roster WHERE team='--' OR team IS NULL OR team='';"} +{"question": "What is the average salary of players on the Toronto Raptors who are 25 years or older", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE team='Toronto Raptors' AND AGE >= 25 AND SALARY!= '--';"} +{"question": "What are the positions with the tallest average height in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height_by_pos FROM nba_roster GROUP BY POS ORDER BY height_by_pos DESC;"} +{"question": "Which team has the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What is the average age of players in the NBA who are 6'8 or taller", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE SUBSTR(HT, 1, INSTR(HT,' ')-1) = '6' AND SUBSTR(HT, INSTR(HT,' ')+1) LIKE '%8%';"} +{"question": "What is the average salary of the Toronto Raptors players who have a non-null salary", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE team='Toronto Raptors' AND SALARY!= '--';"} +{"question": "Which NBA teams have the youngest rosters", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average salary for each team in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team"} +{"question": "Which team has the highest average salary among its players", "sql": "SELECT team, name, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team, name ORDER BY avg_salary DESC LIMIT 1"} +{"question": "What is the average age of all NBA players with recorded ages", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the average salary of all NBA players, excluding those with unknown salaries", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "Who are the top 3 tallest players in the NBA", "sql": "SELECT NAME, HT FROM nba_roster ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 3"} +{"question": "What is the team with the highest average age of players", "sql": "SELECT team, AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY AVG(AGE) DESC LIMIT 1;"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the number of players in the NBA who attended a college and are more than 5 years older than the average age of all players", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' AND AGE - (SELECT AVG(AGE) FROM nba_roster) > 5;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Who are the top 5 highest-paid players in the NBA, excluding those with unknown salaries", "sql": "SELECT * FROM (SELECT *, CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER) AS salary FROM nba_roster WHERE SALARY!= '--') AS temp ORDER BY salary DESC LIMIT 5"} +{"question": "What are the names and jersey numbers of the first 5 players in the nba_roster table, ordered by their jersey numbers", "sql": "SELECT NAME, JERSEY FROM nba_roster ORDER BY JERSEY LIMIT 5"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "How many players on the Miami Heat are 6'8 or taller", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Miami Heat' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "What is the average age of all players in the NBA roster", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "Which team has the tallest average height", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "Which colleges have the most players earning over $5 million per year", "sql": "SELECT COLLEGE, COUNT(*) AS num_players, SUM(CASE WHEN CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) > 5000000 THEN 1 ELSE 0 END) AS num_players_over_5m FROM nba_roster WHERE SALARY!= '--' GROUP BY COLLEGE ORDER BY num_players_over_5m DESC;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster;"} +{"question": "What is the number of veteran players in the NBA", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT MIN(AGE) FROM nba_roster) > 5;"} +{"question": "What is the average age of the players in the NBA roster", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the average age of the players in the NBA roster", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER)) FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which team has the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1"} +{"question": "What are the teams with the tallest players on average", "sql": "SELECT team, AVG(LENGTH(HT)) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC"} +{"question": "Which colleges have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "Which college has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS COUNT FROM nba_roster GROUP BY COLLEGE ORDER BY COUNT DESC LIMIT 1"} +{"question": "Which teams have the most players with recorded heights", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE HT!= 'NA' GROUP BY team ORDER BY num_players DESC"} +{"question": "Which three teams have the highest average salary for players under the age of 36", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE < 3*12 GROUP BY team ORDER BY average_salary DESC LIMIT 3"} +{"question": "Which colleges have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who are the top 3 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY SALARY DESC LIMIT 3"} +{"question": "What is the most common position for players under the age of 25 in the NBA", "sql": "SELECT POS FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY COUNT(*) DESC LIMIT 1;"} +{"question": "Who is the tallest player in the NBA roster", "sql": "SELECT NAME, HT FROM nba_roster ORDER BY CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) DESC LIMIT 1"} +{"question": "What are the top 5 players in the NBA by salary", "sql": "SELECT NAME, CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER) AS salary FROM nba_roster WHERE SALARY IS NOT NULL ORDER BY salary DESC LIMIT 5"} +{"question": "What position has the most players in the NBA roster", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the college that has produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1"} +{"question": "Which three teams have the tallest average height among players who are at least 5 years old", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE AGE > 5*12 GROUP BY team ORDER BY height DESC LIMIT 3"} +{"question": "What are the teams with the oldest and youngest rosters in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC;"} +{"question": "Which team has the oldest average age among all teams in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC;"} +{"question": "Who is the tallest player in the NBA who is older than 25 years old", "sql": "SELECT name, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE AGE > 25 GROUP BY name ORDER BY average_height DESC LIMIT 1"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER)/12.0) as average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the tallest players in the NBA", "sql": "SELECT name FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INT) > 68;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which colleges have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "Who are the top 5 players in the NBA with the highest jersey numbers", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE JERSEY!= 'NA' ORDER BY CAST(JERSEY AS INTEGER) DESC LIMIT 5;"} +{"question": "What are the top 3 teams with the highest average salary in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 3;"} +{"question": "What is the total number of players in the NBA who have a known salary", "sql": "SELECT COUNT(*) as total_players FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the team with the most players from a specific college, excluding players who did not attend college", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team, COLLEGE ORDER BY num_players DESC LIMIT 1"} +{"question": "Which team has the oldest average age of point guards", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE POS = 'PG' GROUP BY team ORDER BY avg_age DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "Which three teams have the tallest average height among their players aged 25 or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE AGE >= 25 GROUP BY team ORDER BY average_height DESC LIMIT 3;"} +{"question": "Which NBA team has the most players under the age of 25", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE AGE < 25 GROUP BY Team ORDER BY num_players DESC LIMIT 1"} +{"question": "Which teams have the youngest rosters in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC;"} +{"question": "What is the average salary of all players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as average_salary FROM nba_roster WHERE age <= 25"} +{"question": "What are the teams with the tallest players in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC;"} +{"question": "What is the most common position in the NBA, excluding players with unknown positions", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average age of all NBA players with recorded ages", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What position has the most players in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE POS IS NOT NULL GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "Which team has the oldest average age among its players", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age DESC LIMIT 1"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS IS NOT NULL GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of players on each team in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY average_age ASC;"} +{"question": "Which team has the heaviest average weight among all teams", "sql": "SELECT team, AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')-1) AS INTEGER) + CAST(SUBSTR(WT, INSTR(WT,' ')+1) AS FLOAT)/16) as average_weight FROM nba_roster WHERE WT IS NOT NULL GROUP BY team ORDER BY average_weight DESC LIMIT 1"} +{"question": "What are the teams with the oldest average age of players", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE AGE IS NOT NULL GROUP BY team ORDER BY avg_age DESC"} +{"question": "What are the names of the players who are 6'8", "sql": "SELECT NAME, HT FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) = 68 ORDER BY NAME"} +{"question": "Who are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster) ORDER BY SALARY DESC LIMIT 5"} +{"question": "What is the average age of players at each position in the NBA", "sql": "SELECT POS, AVG(AGE) AS avg_age FROM nba_roster GROUP BY POS"} +{"question": "What are the top 5 highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY SALARY DESC LIMIT 5"} +{"question": "What is the highest paid player in the NBA", "sql": "SELECT Team, COUNT(*) AS num_players FROM nba_roster GROUP BY Team;"} +{"question": "What is the average age of the players on the team with the oldest roster", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1;"} +{"question": "What is the tallest player in the NBA", "sql": "SELECT NAME, HT FROM nba_roster WHERE HT IS NOT NULL ORDER BY LENGTH(HT) DESC LIMIT 1;"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE IS NOT NULL;"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE POS IS NOT NULL GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Who is the highest-paid player in the NBA who attended college", "sql": "SELECT name, salary FROM nba_roster WHERE COLLEGE!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which team has the most players who are 6'8", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER) = 68 GROUP BY Team ORDER BY num_players DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What is the player with the highest average salary among players over the age of 5", "sql": "SELECT name, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' AND AGE > 5 GROUP BY name ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What is the average salary of NBA players 25 years or older", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE >= 25 AND SALARY!= '--';"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT NAME, HT FROM nba_roster WHERE HT!= 'NA' ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 1"} +{"question": "What are the 5 most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 5;"} +{"question": "Who is the pointguard for the Golden State Warriors?", "answer": "Stephen Curry, Chris Paul, and Cory Joseph", "sql": "select name from nba_roster where team='Golden State Warriors' and POS='PG';"} +{"question": "What is the number of players on the Chicago Bulls who are 25 years old or younger", "answer": "10", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Chicago Bulls' AND AGE <= 25;"} +{"question": "Who is the highest-paid player on the Los Angeles Lakers", "answer": "LeBron James", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE team='Los Angeles Lakers' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid player in the NBA?", "answer": "Stephen Curry", "sql": "SELECT NAME, salary FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What team is LaMelo Ball on?", "answer": "Charlotte Hornets", "sql": "select team from nba_roster where name='LaMelo Ball';"} +{"question": "How much does Lonzo Ball weigh?", "answer": "190 lbs", "sql": "select wt from nba_roster where name='Lonzo Ball';"} +{"question": "What college sent the most players to the current NBA?", "answer": "Kentucky", "sql": "select college from nba_roster where college != '--' group by college order by count(*) desc limit 1;"} +{"question": "How old is Lebron James?", "answer": "38", "sql": "select age from nba_roster where name='LeBron James';"} +{"question": "What is the most popular jersey number in the current NBA?", "answer": "8", "sql": "select Jersey from nba_roster where Jersey != 'NA' group by Jersey order by count(*) desc limit 1;"} +{"question": "Can you give me a list of all the players without college data?", "answer": "['Bogdan Bogdanovic', 'Clint Capela', 'Kristaps Porzingis', 'Darius Bazley', 'LaMelo Ball', 'Theo Maledon', 'James Nnaji', 'Frank Ntilikina', 'Marko Simonovic', 'Raul Neto', 'Ricky Rubio', 'Luka Doncic', 'Dante Exum', 'Jaden Hardy', 'Maxi Kleber', 'Vlatko Cancar', 'Nikola Jokic', 'Bojan Bogdanovic', 'Malcolm Cazalon', 'Killian Hayes', 'Ausar Thompson', 'Jonathan Kuminga', 'Dario Saric', 'Jalen Green', 'Boban Marjanovic', 'Alperen Sengun', 'Amen Thompson', 'Serge Ibaka', 'Daniel Theis', 'Nicolas Batum', 'KJ Martin', 'Kenyon Martin Jr.', 'Ivica Zubac', 'LeBron James', 'Vincent Valerio-Bodon', 'Tarik Biberovic', 'John Konchar', 'Isaiah Todd', 'Nikola Jovic', 'Giannis Antetokounmpo', 'Thanasis Antetokounmpo', 'MarJon Beauchamp', 'Goran Dragic', 'Rudy Gobert', 'Vit Krejci', 'Daishen Nix', 'Dyson Daniels', 'Willy Hernangomez', 'Jonas Valanciunas', 'Evan Fournier', 'Isaiah Hartenstein', 'Jaylen Martin', 'Mitchell Robinson', 'Davis Bertans', 'Ousmane Dieng', 'Josh Giddey', 'Vasilije Micic', 'Aleksej Pokusevski', 'Goga Bitadze', 'Joe Ingles', 'Furkan Korkmaz', 'Bismack Biyombo', 'Ibou Badji', 'Scoot Henderson', 'Jusuf Nurkic', 'Anfernee Simons', 'Sasha Vezenkov', 'Dominick Barlow', 'Sidy Cissoko', 'Cedi Osman', 'Victor Wembanyama', 'Dennis Schroder', 'Simone Fontecchio', 'Luka Samanic', 'Dennis Schroder', 'Deni Avdija', 'Bilal Coulibaly', 'Danilo Gallinari', 'Tristan Vukcevic']", "sql": "SELECT name FROM nba_roster WHERE COLLEGE IS NULL OR COLLEGE = '--';"} +{"question": "What team has the smallest roster?", "answer": "Brooklyn Nets", "sql": "select team from nba_roster group by team order by count(*) asc limit 1;"} +{"question": "What team has the largest roster?", "answer": "Toronto Raptors", "sql": "select team, count(*) from nba_roster group by team order by count(*) desc limit 1;"} +{"question": "What team is paying its players the most in total?", "answer": "Toronto Raptors", "sql": "select team, sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) from nba_roster group by team order by sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) desc limit 1;"} +{"question": "Which team is paying its players the least?", "answer": "San Antonio Spurs", "sql": "select team from nba_roster group by team order by sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) asc limit 1;"} +{"question": "Which team is on average the tallest?", "answer": "Boston Celtics", "sql": "select team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height desc limit 1;"} +{"question": "Which team is on average the shortest?", "answer": "Golden State Warriors", "sql": "select team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height asc limit 1;"} +{"question": "Who are the tallest 5 centers in the league?", "answer": "Boban Marjanovic, Kristaps Porzingis, Victor Wembanyama, Luke Kornet, Bol Bol", "sql": "SELECT name, HT FROM nba_roster WHERE POS = 'C' ORDER BY HT DESC LIMIT 5;"} +{"question": "Who are the top 5 highest paid power forwards in the league?", "answer": "Kevin Durant, Giannis Antetokounmpo, Anthony Davis, Tobias Harris, Pascal Siakam", "sql": "SELECT NAME, salary FROM nba_roster WHERE POS = 'PF' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the median salary in the NBA?", "answer": "6012840", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*50/100-1;"} +{"question": "What is the average salary in the NBA?", "answer": "10696803", "sql": "SELECT avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the 99th percentile salary in the NBA?", "answer": "46741590", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*99/100-1;"} +{"question": "What is the 75th percentile salary in the NBA?", "answer": "13932008", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*75/100-1;"} +{"question": "What is the 25th percentile salary in the NBA?", "answer": "2413304", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*25/100-1;"} +{"question": "What is the median weight in the NBA?", "answer": "215", "sql": "select CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What is the average weight in the NBA?", "answer": "214.98", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster;"} +{"question": "What is the median height in the NBA?", "answer": "6.58333333333333", "sql": "select CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What is the average height in the NBA?", "answer": "6.54986111111111", "sql": "select AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster;"} +{"question": "Can you tell me how many players are in the NBA?", "answer": "600", "sql": "select count(*) from nba_roster;"} +{"question": "Would you please let me know what the highest paid players are for each position?", "answer": "The highest paid players are Nikola Jokic (C), Paul George (F), Norman Powell (G), Kevin Durant (PF), Stephen Curry (PG), LeBron James (SF), Bradley Beal (SG).", "sql": "SELECT name, pos, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "Is Jalen Johnson 23 years old?", "answer": "No, Jalen Johnson is 21 years old", "sql": "Select name, age from nba_roster where name='Jalen Johnson';"} +{"question": "Who is the oldest player on the Brooklyn Nets?", "answer": "Spencer Dinwiddie, Dorian Finney-Smith, Royce O'Neale", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MAX(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "Who has the higest salary on the Memphis Grizzlies?", "answer": "Ja Morant", "sql": "select salary, name from nba_roster where team='Memphis Grizzlies' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which player has the higest salary on the Cleveland Cavaliers?", "answer": "Darius Garland", "sql": "select salary, name from nba_roster where team='Cleveland Cavaliers' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid center on the Dallas Mavericks?", "answer": "Dereck Lively II", "sql": "select salary, name from nba_roster where team='Dallas Mavericks' and POS='C' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How much is Marcus Smart getting paid?", "answer": "$18,833,712", "sql": "select salary from nba_roster where name='Marcus Smart';"} +{"question": "What's the average age of the Trail Blazers?", "answer": "24", "sql": "select avg(age) from nba_roster where team='Portland Trail Blazers';"} +{"question": "What's the median age of the NBA?", "answer": "25", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What's the median age of the Miami Heat?", "answer": "26", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster where team='Miami Heat' order by percentile limit 1 offset (select count(*) from nba_roster where team='Miami Heat')*50/100-1;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "answer": "Golden State Warriors, Milwaukee Bucks, Miami Heat, LA Clippers, Phoenix Suns", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "What is the average salary of Power Forward players in the NBA", "answer": "$10948045", "sql": "select avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary from nba_roster where POS = 'PF';"} +{"question": "Who is the tallest player in the NBA", "sql": "SELECT name, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster GROUP BY name ORDER BY height DESC LIMIT 1"} +{"question": "Which five players in the NBA have attended the most different colleges", "sql": "SELECT name, COLLEGE, COUNT(DISTINCT COLLEGE) as num_colleges FROM nba_roster WHERE COLLEGE!= '--' GROUP BY name ORDER BY num_colleges DESC LIMIT 5"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster"} +{"question": "What is the most common position in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1"} +{"question": "What are the top 5 colleges that have produced the most NBA players", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC LIMIT 5"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "What are the top 3 teams in the NBA with the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER) / 1000000) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 3"} +{"question": "What is the average age of all players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster"} +{"question": "Who are the top 5 highest-paid players in the league", "sql": "SELECT NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS Salary, POS FROM nba_roster WHERE SALARY!= '--' ORDER BY Salary DESC LIMIT 5"} +{"question": "What is the average age of players for each team in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC"} +{"question": "What is the most represented college in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC"} +{"question": "What is the average height of NBA players", "sql": "SELECT AVG(LENGTH(HT)) FROM nba_roster WHERE HT IS NOT NULL"} +{"question": "What college sent the most players to the current NBA", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 5"} +{"question": "Who are the top 3 highest-paid players on the Golden State Warriors", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE team='Golden State Warriors' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3"} +{"question": "Who is the pointguard for the Golden State Warriors?", "answer": "Stephen Curry, Chris Paul, and Cory Joseph", "sql": "select name from nba_roster where team='Golden State Warriors' and POS='PG';"} +{"question": "What is the number of players on the Chicago Bulls who are 25 years old or younger", "answer": "10", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Chicago Bulls' AND AGE <= 25;"} +{"question": "Who is the highest-paid player on the Los Angeles Lakers", "answer": "LeBron James", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE team='Los Angeles Lakers' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid player in the NBA?", "answer": "Stephen Curry", "sql": "SELECT NAME, salary FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What team is LaMelo Ball on?", "answer": "Charlotte Hornets", "sql": "select team from nba_roster where name='LaMelo Ball';"} +{"question": "How much does Lonzo Ball weigh?", "answer": "190 lbs", "sql": "select wt from nba_roster where name='Lonzo Ball';"} +{"question": "What college sent the most players to the current NBA?", "answer": "Kentucky", "sql": "select college from nba_roster where college != '--' group by college order by count(*) desc limit 1;"} +{"question": "How old is Lebron James?", "answer": "38", "sql": "select age from nba_roster where name='LeBron James';"} +{"question": "What is the most popular jersey number in the current NBA?", "answer": "8", "sql": "select Jersey from nba_roster where Jersey != 'NA' group by Jersey order by count(*) desc limit 1;"} +{"question": "Can you give me a list of all the players without college data?", "answer": "['Bogdan Bogdanovic', 'Clint Capela', 'Kristaps Porzingis', 'Darius Bazley', 'LaMelo Ball', 'Theo Maledon', 'James Nnaji', 'Frank Ntilikina', 'Marko Simonovic', 'Raul Neto', 'Ricky Rubio', 'Luka Doncic', 'Dante Exum', 'Jaden Hardy', 'Maxi Kleber', 'Vlatko Cancar', 'Nikola Jokic', 'Bojan Bogdanovic', 'Malcolm Cazalon', 'Killian Hayes', 'Ausar Thompson', 'Jonathan Kuminga', 'Dario Saric', 'Jalen Green', 'Boban Marjanovic', 'Alperen Sengun', 'Amen Thompson', 'Serge Ibaka', 'Daniel Theis', 'Nicolas Batum', 'KJ Martin', 'Kenyon Martin Jr.', 'Ivica Zubac', 'LeBron James', 'Vincent Valerio-Bodon', 'Tarik Biberovic', 'John Konchar', 'Isaiah Todd', 'Nikola Jovic', 'Giannis Antetokounmpo', 'Thanasis Antetokounmpo', 'MarJon Beauchamp', 'Goran Dragic', 'Rudy Gobert', 'Vit Krejci', 'Daishen Nix', 'Dyson Daniels', 'Willy Hernangomez', 'Jonas Valanciunas', 'Evan Fournier', 'Isaiah Hartenstein', 'Jaylen Martin', 'Mitchell Robinson', 'Davis Bertans', 'Ousmane Dieng', 'Josh Giddey', 'Vasilije Micic', 'Aleksej Pokusevski', 'Goga Bitadze', 'Joe Ingles', 'Furkan Korkmaz', 'Bismack Biyombo', 'Ibou Badji', 'Scoot Henderson', 'Jusuf Nurkic', 'Anfernee Simons', 'Sasha Vezenkov', 'Dominick Barlow', 'Sidy Cissoko', 'Cedi Osman', 'Victor Wembanyama', 'Dennis Schroder', 'Simone Fontecchio', 'Luka Samanic', 'Dennis Schroder', 'Deni Avdija', 'Bilal Coulibaly', 'Danilo Gallinari', 'Tristan Vukcevic']", "sql": "SELECT name FROM nba_roster WHERE COLLEGE IS NULL OR COLLEGE = '--';"} +{"question": "What team has the smallest roster?", "answer": "Brooklyn Nets", "sql": "select team from nba_roster group by team order by count(*) asc limit 1;"} +{"question": "What team has the largest roster?", "answer": "Toronto Raptors", "sql": "select team, count(*) from nba_roster group by team order by count(*) desc limit 1;"} +{"question": "What team is paying its players the most in total?", "answer": "Toronto Raptors", "sql": "select team, sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) from nba_roster group by team order by sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) desc limit 1;"} +{"question": "Which team is paying its players the least?", "answer": "San Antonio Spurs", "sql": "select team from nba_roster group by team order by sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) asc limit 1;"} +{"question": "Which team is on average the tallest?", "answer": "Boston Celtics", "sql": "select team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height desc limit 1;"} +{"question": "Which team is on average the shortest?", "answer": "Golden State Warriors", "sql": "select team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height asc limit 1;"} +{"question": "Who are the tallest 5 centers in the league?", "answer": "Boban Marjanovic, Kristaps Porzingis, Victor Wembanyama, Luke Kornet, Bol Bol", "sql": "SELECT name, HT FROM nba_roster WHERE POS = 'C' ORDER BY HT DESC LIMIT 5;"} +{"question": "Who are the top 5 highest paid power forwards in the league?", "answer": "Kevin Durant, Giannis Antetokounmpo, Anthony Davis, Tobias Harris, Pascal Siakam", "sql": "SELECT NAME, salary FROM nba_roster WHERE POS = 'PF' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the median salary in the NBA?", "answer": "6012840", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*50/100-1;"} +{"question": "What is the average salary in the NBA?", "answer": "10696803", "sql": "SELECT avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the 99th percentile salary in the NBA?", "answer": "46741590", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*99/100-1;"} +{"question": "What is the 75th percentile salary in the NBA?", "answer": "13932008", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*75/100-1;"} +{"question": "What is the 25th percentile salary in the NBA?", "answer": "2413304", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*25/100-1;"} +{"question": "What is the median weight in the NBA?", "answer": "215", "sql": "select CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What is the average weight in the NBA?", "answer": "214.98", "sql": "SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER)) FROM nba_roster;"} +{"question": "What is the median height in the NBA?", "answer": "6.58333333333333", "sql": "select CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What is the average height in the NBA?", "answer": "6.54986111111111", "sql": "select AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster;"} +{"question": "Can you tell me how many players are in the NBA?", "answer": "600", "sql": "select count(*) from nba_roster;"} +{"question": "Would you please let me know what the highest paid players are for each position?", "answer": "The highest paid players are Nikola Jokic (C), Paul George (F), Norman Powell (G), Kevin Durant (PF), Stephen Curry (PG), LeBron James (SF), Bradley Beal (SG).", "sql": "SELECT name, pos, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as max_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS;"} +{"question": "Is Jalen Johnson 23 years old?", "answer": "No, Jalen Johnson is 21 years old", "sql": "Select name, age from nba_roster where name='Jalen Johnson';"} +{"question": "Who is the oldest player on the Brooklyn Nets?", "answer": "Spencer Dinwiddie, Dorian Finney-Smith, Royce O'Neale", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MAX(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "Who has the higest salary on the Memphis Grizzlies?", "answer": "Ja Morant", "sql": "select salary, name from nba_roster where team='Memphis Grizzlies' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which player has the higest salary on the Cleveland Cavaliers?", "answer": "Darius Garland", "sql": "select salary, name from nba_roster where team='Cleveland Cavaliers' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who is the highest paid center on the Dallas Mavericks?", "answer": "Dereck Lively II", "sql": "select salary, name from nba_roster where team='Dallas Mavericks' and POS='C' and SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How much is Marcus Smart getting paid?", "answer": "$18,833,712", "sql": "select salary from nba_roster where name='Marcus Smart';"} +{"question": "What's the average age of the Trail Blazers?", "answer": "24", "sql": "select avg(age) from nba_roster where team='Portland Trail Blazers';"} +{"question": "What's the median age of the NBA?", "answer": "25", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster order by percentile limit 1 offset (select count(*) from nba_roster)*50/100-1;"} +{"question": "What's the median age of the Miami Heat?", "answer": "26", "sql": "select CAST(AGE as INTEGER) as percentile from nba_roster where team='Miami Heat' order by percentile limit 1 offset (select count(*) from nba_roster where team='Miami Heat')*50/100-1;"} +{"question": "What are the 5 teams with the oldest average age in the NBA", "answer": "Golden State Warriors, Milwaukee Bucks, Miami Heat, LA Clippers, Phoenix Suns", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "What is the average salary of Power Forward players in the NBA", "answer": "$10948045", "sql": "select avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary from nba_roster where POS = 'PF';"} diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_v2_large_filtered.jsonl b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_v2_large_filtered.jsonl new file mode 100644 index 000000000..42944d1dd --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/data/training_data/generated_queries_v2_large_filtered.jsonl @@ -0,0 +1,332 @@ +{"question": "What is the average age of players in the NBA who are older than 5 years and 5 months", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE * 12 > 5*5;"} +{"question": "What is the average age of the older players in the NBA", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster) * 5;"} +{"question": "Which team has the oldest average age among its players", "sql": "SELECT team, AVG(AGE) AS avg_age FROM nba_roster GROUP BY team ORDER BY avg_age DESC LIMIT 1;"} +{"question": "What are the names and jersey numbers of the players who are older than 5 years old, listed in order from lowest to highest jersey number", "sql": "SELECT name, Jersey FROM nba_roster WHERE AGE > 5 ORDER BY CAST(SUBSTR(Jersey, 1, INSTR(Jersey,' ') - 1) AS INTEGER) ASC;"} +{"question": "What is the average age of all players in the NBA who are older than 5 years", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Which team has the highest average jersey number among all teams in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(Jersey, 1, LENGTH(Jersey)-1) AS INTEGER)) as average_jersey FROM nba_roster WHERE Jersey!= 'NA' GROUP BY team ORDER BY average_jersey DESC LIMIT 1;"} +{"question": "Who are the top 5 highest-paid players in the league", "sql": "SELECT NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS Salary FROM nba_roster WHERE SALARY!= '--' ORDER BY Salary DESC LIMIT 5;"} +{"question": "Which team has the highest average salary among all teams in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "Who are the three tallest players in the NBA", "sql": "SELECT NAME, HT FROM nba_roster ORDER BY CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) DESC LIMIT 3;"} +{"question": "What team has the largest roster in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team;"} +{"question": "Who is the highest-paid player in the league who is not a point guard", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster WHERE POS!= 'PG');"} +{"question": "What are the top 3 highest-paid players who did not attend Michigan or Duke University", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE COLLEGE!= '--' AND COLLEGE!= 'Michigan' AND COLLEGE!= 'Duke University' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3;"} +{"question": "Which teams have the most young players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE < 25 GROUP BY team ORDER BY num_players DESC;"} +{"question": "What are the top 5 highest salaries for players over 30 in the NBA", "sql": "SELECT * FROM nba_roster WHERE SALARY IN (SELECT DISTINCT SALARY FROM nba_roster WHERE age > 30 ORDER BY SALARY DESC LIMIT 5);"} +{"question": "What is the average salary of NBA players who are 25 years old or younger", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE <= 25;"} +{"question": "Who are the top 5 players with the highest jersey numbers in the NBA", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE JERSEY!= 'NA' ORDER BY CAST(JERSEY AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the number of players in the NBA who are significantly overpaid compared to their peers", "sql": "SELECT COUNT(*) FROM nba_roster WHERE SALARY > CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) * 5 AND COLLEGE!= '--';"} +{"question": "Who is the heaviest player in the NBA", "sql": "SELECT * FROM nba_roster WHERE WT = (SELECT MAX(WT) FROM nba_roster);"} +{"question": "Which NBA player has attended the most colleges", "sql": "SELECT name, AVG(CASE WHEN COLLEGE!= '--' THEN 1 ELSE 0 END) as college_avg FROM nba_roster GROUP BY name ORDER BY college_avg DESC LIMIT 1;"} +{"question": "Which teams have the most players with a Michigan background", "sql": "SELECT team, COUNT(*) FROM nba_roster WHERE COLLEGE='Michigan' GROUP BY team;"} +{"question": "What is the average age of players who attended college in the NBA", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "Who is the player with the most games played in the NBA", "sql": "SELECT NAME, COUNT(*) as games_played FROM nba_roster GROUP BY NAME ORDER BY games_played DESC LIMIT 1;"} +{"question": "How many veteran players in the NBA are older than 30 years old", "sql": "SELECT COUNT(*) FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') AND AGE > 30;"} +{"question": "What is the average age of the players on each NBA team", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC;"} +{"question": "Who are the top 3 players from non-Michigan colleges who have jersey numbers similar to the top 3 players from Michigan", "sql": "SELECT NAME FROM nba_roster WHERE COLLEGE!= '--' AND NAME IN (SELECT NAME FROM nba_roster WHERE COLLEGE = 'Michigan' ORDER BY CAST(SUBSTRING(Jersey, 0, INSTR(Jersey,'')-1) AS INTEGER) DESC LIMIT 3);"} +{"question": "Who are the top 5 highest-paid players in the NBA, excluding those with unknown salaries", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTRING(SALARY, 2) AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the average salary of all players in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "Who are the 5 tallest centers in the league", "sql": "SELECT name, HT FROM nba_roster WHERE POS = 'C' ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 5;"} +{"question": "How many players in the NBA are more than 5 years older than the average age of all players", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5;"} +{"question": "Who are the top 3 players with the highest jersey numbers in the league", "sql": "SELECT name, jersey FROM nba_roster ORDER BY CAST(SUBSTRING(jersey, 0, INSTR(jersey,'')-1) AS INTEGER) DESC LIMIT 3;"} +{"question": "Who are the top 3 tallest players in the NBA", "sql": "SELECT NAME, CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) as height_inches, CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT) as height_feet FROM nba_roster ORDER BY height_inches*12 + height_feet DESC LIMIT 3;"} +{"question": "Which team has the oldest average age among all teams in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1;"} +{"question": "Which five teams in the NBA have the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 5;"} +{"question": "Which team has the most players aged 25 or older", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE age >= 25 GROUP BY team ORDER BY num_players DESC;"} +{"question": "What is the average height of the players in the nba_roster table", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster;"} +{"question": "Who is the player with the highest average salary in the NBA", "sql": "SELECT name, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY name ORDER BY avg_salary DESC LIMIT 1;"} +{"question": "How many players on the Los Angeles Lakers are taller than 6'8", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE TEAM = 'Los Angeles Lakers' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) > 68;"} +{"question": "Who are the three youngest players on the Toronto Raptors", "sql": "SELECT NAME, AGE FROM nba_roster WHERE TEAM='Toronto Raptors' AND AGE < 25 ORDER BY AGE ASC LIMIT 3;"} +{"question": "What are the teams with the tallest players on average", "sql": "SELECT team, AVG(LENGTH(HT)) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC;"} +{"question": "Who are the top 5 highest-paid players in the NBA with a known salary", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SALARY AS REAL) DESC LIMIT 5;"} +{"question": "What is the average salary of all players who attended the University of Michigan", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE COLLEGE='Michigan';"} +{"question": "What is the average height of the Toronto Raptors players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE team='Toronto Raptors';"} +{"question": "What is the highest-paid player from the University of Michigan", "sql": "SELECT name, salary FROM nba_roster WHERE college='Michigan' ORDER BY salary DESC LIMIT 1;"} +{"question": "Which team has the youngest average age among all teams in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC LIMIT 1;"} +{"question": "What are the 5 tallest players in the NBA", "sql": "SELECT name, CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) AS height FROM nba_roster ORDER BY height DESC LIMIT 5;"} +{"question": "What are the average ages of the players on each NBA team", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC;"} +{"question": "Which team has the tallest players on average", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1;"} +{"question": "Which team has the oldest player who earns the highest salary", "sql": "SELECT team, NAME FROM nba_roster WHERE AGE=(SELECT MAX(AGE) FROM nba_roster WHERE SALARY IN (SELECT MAX(SALARY) FROM nba_roster));"} +{"question": "What are the names of the tallest players on the Chicago Bulls who are 25 years old or younger", "sql": "SELECT NAME FROM nba_roster WHERE team='Chicago Bulls' AND AGE <= 25 ORDER BY CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) DESC;"} +{"question": "What is the average age of all NBA players", "sql": "SELECT AVG(CAST(AGE AS INTEGER)) AS average_age FROM nba_roster;"} +{"question": "What is the most common position in the NBA with the highest average age", "sql": "SELECT POS, COUNT(*) as count, ROUND(AVG(AGE), 2) as avg_age FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "Which three NBA teams have the most players with a recorded height", "sql": "SELECT team, COUNT(*) FROM nba_roster WHERE HT!= 'NA' GROUP BY team ORDER BY COUNT(*) DESC LIMIT 3;"} +{"question": "Who are the top 3 players at each position other than Point Guard", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE POS!= 'PG' ORDER BY JERSEY LIMIT 3;"} +{"question": "Who is the highest-paid player who attended college", "sql": "SELECT name, salary FROM nba_roster WHERE COLLEGE!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What are the average salaries for each position in the NBA, and which position has the highest average salary", "sql": "SELECT POS, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS ORDER BY average_salary DESC;"} +{"question": "How many NBA players attended the University of Michigan", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE COLLEGE = 'Michigan';"} +{"question": "What is the average salary of NBA players who are older than 5 years old", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) AS avg_salary FROM nba_roster WHERE AGE > 5;"} +{"question": "Which jersey numbers are worn by the most players in the NBA", "sql": "SELECT Jersey, NAME, COUNT(*) as count FROM nba_roster GROUP BY Jersey ORDER BY count DESC LIMIT 3;"} +{"question": "What are the most common salaries in the NBA", "sql": "SELECT SALARY, COUNT(*) AS frequency FROM nba_roster WHERE SALARY!= '--' GROUP BY SALARY ORDER BY frequency DESC;"} +{"question": "How many players in the NBA roster have a valid jersey number", "sql": "SELECT COUNT(*) FROM nba_roster WHERE HT!= 'NA';"} +{"question": "How many players on the Boston Celtics are 6 feet 8 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Boston Celtics' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)= '6' AND SUBSTRING(HT, INSTR(HT,'')+1)='8';"} +{"question": "Which team has the tallest average height among players under the age of 36", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE AGE < 3*12 GROUP BY team ORDER BY height DESC LIMIT 1;"} +{"question": "What is the highest paid player in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What is the average height of players who attended the University of Michigan", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE COLLEGE='Michigan';"} +{"question": "What are the ages of the players on the Chicago Bulls who have a recorded salary", "sql": "SELECT NAME, AGE FROM nba_roster WHERE AGE > 10 AND SALARY!= '--';"} +{"question": "What is the distribution of heights among NBA players", "sql": "SELECT HT, COUNT(*) AS count, CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) AS height_feet, CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 AS height_inches FROM nba_roster GROUP BY HT ORDER BY height_feet, height_inches;"} +{"question": "Which player has the highest jersey number in the NBA", "sql": "SELECT NAME, MAX(Jersey) as highest_jersey FROM nba_roster WHERE Jersey!= 'NA' GROUP BY NAME ORDER BY highest_jersey DESC LIMIT 1;"} +{"question": "What is the average age and average salary for each position in the NBA, with the oldest and youngest players, as well as the highest and lowest average salaries, by position", "sql": "SELECT pos, AVG(AGE) as avg_age, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY pos ORDER BY avg_age DESC;"} +{"question": "Which teams have the oldest and youngest rosters in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC;"} +{"question": "What is the range of salaries in the NBA", "sql": "SELECT MIN(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS min_salary, MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS max_salary FROM nba_roster;"} +{"question": "How many players in the NBA roster are 6'8", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' AND SUBSTRING(HT, INSTR(HT,'')+1) = '8';"} +{"question": "Who are the top 5 highest-paid players in the NBA who are 25 years or older", "sql": "SELECT name, SALARY FROM nba_roster WHERE AGE >= 25 ORDER BY SALARY DESC LIMIT 5;"} +{"question": "Which team has the most players who are significantly older than the average age of all NBA players", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5 GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the average height of players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE AGE <= 25;"} +{"question": "Which five teams in the NBA have the highest average salary among their players", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 5;"} +{"question": "How many players on the Boston Celtics have attended a college other than '--'?", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Boston Celtics' AND COLLEGE!='--';"} +{"question": "Who is the player with the highest jersey number in the NBA", "sql": "SELECT NAME, Jersey FROM nba_roster WHERE Jersey = (SELECT MAX(Jersey) FROM nba_roster);"} +{"question": "What is the highest salary in the NBA", "sql": "SELECT MAX(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as highest_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "Who is the highest-paid college-educated player on the Toronto Raptors", "sql": "SELECT name, SALARY FROM nba_roster WHERE team='Toronto Raptors' AND COLLEGE!='--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What are the three highest-paid players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTR(SALARY, 2) AS INTEGER) DESC LIMIT 3;"} +{"question": "What are the top 5 teams with the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 5;"} +{"question": "How many players on the Golden State Warriors are at least 6 feet 8 inches tall", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Golden State Warriors' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) >= 68;"} +{"question": "Which 5 teams have the tallest average height among their players, excluding those with unknown jersey numbers", "sql": "SELECT team, NAME, Jersey, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE Jersey!= 'NA' GROUP BY team, NAME, Jersey ORDER BY height DESC LIMIT 5;"} +{"question": "Who are the three tallest players in the league", "sql": "SELECT NAME, HT FROM nba_roster ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')) AS INTEGER) DESC LIMIT 3;"} +{"question": "What is the team with the highest average salary for players who attended college", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What are the top 3 highest-paid college-educated players in the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE COLLEGE!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3;"} +{"question": "What is the average age of each player in the NBA roster", "sql": "SELECT NAME, AVG(AGE) AS Average_Age FROM nba_roster GROUP BY NAME;"} +{"question": "What are the top 5 teams in the NBA in terms of average player salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC;"} +{"question": "What are the top 3 teams with the highest average salary in the NBA", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY avg_salary DESC LIMIT 3;"} +{"question": "Who is the oldest player currently playing in the NBA", "sql": "SELECT NAME, AGE FROM nba_roster ORDER BY AGE DESC LIMIT 1;"} +{"question": "Who are the top 5 players in the NBA with assigned jersey numbers", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE JERSEY!= 'NA' ORDER BY JERSEY LIMIT 5;"} +{"question": "How many players on the Chicago Bulls are 25 years old or younger", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Chicago Bulls' AND AGE <= 25;"} +{"question": "What is the number of players in the NBA who are 6'8", "sql": "SELECT COUNT(*) FROM nba_roster WHERE CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = 6.8;"} +{"question": "What is the average salary of all players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE AGE <= 25 AND SALARY!= '--';"} +{"question": "Who are the top 5 players in the NBA in terms of their total value, combining their salary and jersey number", "sql": "SELECT name, (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) + CAST(Jersey AS INTEGER)) as total_value, POS FROM nba_roster WHERE SALARY!= '--' ORDER BY total_value DESC LIMIT 5;"} +{"question": "Which team has the oldest average age of players", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1;"} +{"question": "What is the range of heights of NBA players", "sql": "SELECT MIN(LENGTH(SUBSTR(HT, 0, INSTR(HT,'')-1))) AS min_height, MAX(LENGTH(SUBSTR(HT, 0, INSTR(HT,'')-1))) AS max_height FROM nba_roster;"} +{"question": "What are the 5 teams with the highest average weight in the NBA, excluding players with unknown heights", "sql": "SELECT HT, AVG(WT) AS avg_weight FROM nba_roster WHERE HT!= 'NA' GROUP BY HT ORDER BY avg_weight DESC LIMIT 5;"} +{"question": "What are the top 5 colleges that produce the most players for each position in the NBA", "sql": "SELECT POS, COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY POS, COLLEGE ORDER BY num_players DESC LIMIT 5;"} +{"question": "Who is the oldest player in the NBA who attended college", "sql": "SELECT name, age FROM nba_roster WHERE COLLEGE!= '--' ORDER BY age DESC LIMIT 1;"} +{"question": "How many players in the NBA are 25 years old or older", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE >= 25;"} +{"question": "How many colleges in the NBA have multiple players", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE IN (SELECT COLLEGE FROM nba_roster GROUP BY COLLEGE HAVING COUNT(*) > 1);"} +{"question": "What is the average age of all players in the NBA who are 25 years old or older", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE AGE >= 25;"} +{"question": "What team has the largest roster of players 25 years old or younger", "sql": "SELECT team, count(*) FROM nba_roster WHERE AGE <= 25 GROUP BY team ORDER BY count(*) DESC LIMIT 1;"} +{"question": "What is the team with the highest average salary among players who are within 5 years of the average age of the entire league", "sql": "SELECT TEAM, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE + (SELECT AVG(Age) FROM nba_roster) * 5 <= (SELECT MAX(Age) FROM nba_roster) GROUP BY TEAM ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What is the highest-paid player on the Chicago Bulls", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE team='Chicago Bulls' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which colleges have the most players in the NBA, and how many of them earn more than $5 million per year", "sql": "SELECT COLLEGE, COUNT(*) AS num_players, SUM(CASE WHEN CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) > 5000000 THEN 1 ELSE 0 END) AS num_players_over_5m FROM nba_roster GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "Who is the highest-paid player with at least 5 years of NBA experience", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster WHERE (AGE - (SELECT MIN(AGE) FROM nba_roster) + 1) >= 5);"} +{"question": "How many players in the NBA have a salary greater than $10,000,000 and attended the University of Michigan", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE SALARY > '10000000' AND COLLEGE='Michigan';"} +{"question": "Which teams have the most players from a particular college", "sql": "SELECT team, COLLEGE, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team, COLLEGE ORDER BY num_players DESC;"} +{"question": "What colleges did the players in the NBA roster attend, excluding those who attended a college that is not listed", "sql": "SELECT NAME, COLLEGE FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "Who are the 5 oldest players in the NBA with a jersey number", "sql": "SELECT NAME, AGE FROM nba_roster WHERE Jersey!= 'NA' ORDER BY AGE DESC LIMIT 5;"} +{"question": "How many experienced players in the NBA play one of the five main positions and have a salary", "sql": "SELECT COUNT(*) FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') AND SALARY!= '--' AND AGE > 25;"} +{"question": "What teams have the most players from the same college", "sql": "SELECT TEAM, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE IN (SELECT COLLEGE FROM nba_roster GROUP BY COLLEGE ORDER BY COUNT(*) DESC LIMIT 1) GROUP BY TEAM;"} +{"question": "What are the top 3 teams with the highest average salaries, excluding centers, in the NBA", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' AND POS!= 'C' GROUP BY team ORDER BY average_salary DESC LIMIT 3;"} +{"question": "What is the average age of the players in the NBA who are 25 years old or older", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE >= 25;"} +{"question": "What is the list of players in the NBA who are 25 years old or older", "sql": "SELECT name, AGE FROM nba_roster WHERE AGE >= 25 ORDER BY AGE;"} +{"question": "Which teams have the most young players in their roster", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE <= 25 GROUP BY team;"} +{"question": "Which college has produced the most NBA players, excluding those who have not disclosed their salary", "sql": "SELECT COLLEGE, COUNT(*) FROM nba_roster WHERE SALARY!= '--' GROUP BY COLLEGE ORDER BY COUNT(*) DESC LIMIT 1;"} +{"question": "What college has produced the most players for the Toronto Raptors", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE TEAM = 'Toronto Raptors' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "What is the average height of Power Forward players in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS height FROM nba_roster WHERE POS='PF';"} +{"question": "What is the average height of each team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height ASC;"} +{"question": "What is the average height of all NBA players", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster;"} +{"question": "What are the names, teams, and salaries of the NBA players who are over 25 years old and earn more than $5,000,000", "sql": "SELECT name, team, SALARY FROM nba_roster WHERE AGE > 25 AND SALARY!= '--' AND CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) > 5000000;"} +{"question": "Who is the highest-paid player under the age of 24 on a non-rookie contract", "sql": "SELECT name, team, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) AS salary FROM nba_roster WHERE POS!= '--' AND AGE < 25 AND SALARY!= '--' ORDER BY salary DESC LIMIT 1;"} +{"question": "What age group has the most diverse range of players in the NBA", "sql": "SELECT COUNT(DISTINCT AGE) AS count, AGE FROM nba_roster GROUP BY AGE ORDER BY count DESC LIMIT 1;"} +{"question": "What colleges have produced multiple NBA players", "sql": "SELECT name FROM nba_roster WHERE COLLEGE IN (SELECT COLLEGE FROM nba_roster WHERE NAME LIKE '%LeBron%');"} +{"question": "Who are the top 5 highest-paid players in the NBA, excluding the Chicago Bulls", "sql": "SELECT * FROM (SELECT *, ROW_NUMBER() OVER (ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC) as row_num FROM nba_roster WHERE SALARY!= '--') as temp WHERE row_num <= 5 AND team!= 'Chicago Bulls';"} +{"question": "What is the average height of all players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) as INTEGER)) FROM nba_roster WHERE AGE <= 25;"} +{"question": "What is the age range of the majority of players in the NBA", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 10 <= (SELECT MAX(Age) FROM nba_roster);"} +{"question": "Which three teams have the oldest average age of players in the NBA", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 3;"} +{"question": "What is the team with the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What are the teams with the youngest and oldest rosters in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC;"} +{"question": "Which three teams have the highest paid players in the NBA", "sql": "SELECT * FROM nba_roster WHERE SALARY IN (SELECT MAX(SALARY) FROM nba_roster GROUP BY TEAM ORDER BY MAX(SALARY) LIMIT 3);"} +{"question": "Which three teams in the NBA have the highest average salary for players who attended college", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 3;"} +{"question": "What is the height of the tallest player on each team in the NBA", "sql": "SELECT team, (SELECT MAX(HT) FROM nba_roster WHERE team = nba_roster.team) AS tallest_player FROM nba_roster GROUP BY team;"} +{"question": "What college has the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;"} +{"question": "Which NBA team has the most players who are at least 6 feet 7 inches tall", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 >= 6.67 GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "Which teams have the smallest rosters in the NBA", "sql": "SELECT team, COUNT(*) as num_players, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY num_players ASC;"} +{"question": "How many players on the Toronto Raptors are more than 5 years older than the average age of the team", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Toronto Raptors' AND (AGE - (SELECT AVG(AGE) FROM nba_roster WHERE team='Toronto Raptors')) > 5;"} +{"question": "How many players in the NBA have attended Duke, Kentucky, or North Carolina and play as a Forward", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE IN ('--', 'Duke', 'Kentucky', 'North Carolina') AND POS LIKE '%F';"} +{"question": "What is the average salary of NBA players 25 years old or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,'$')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE age >= 25;"} +{"question": "What is the average age of all NBA players who are older than 5 years old", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE > 5*12;"} +{"question": "Which team has the highest average salary in the NBA, excluding teams with unknown salaries", "sql": "SELECT Team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What position has the largest number of players in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which teams have the youngest players in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC;"} +{"question": "Who is the highest-paid player on the team with the largest roster", "sql": "SELECT NAME FROM nba_roster WHERE team=(SELECT team FROM nba_roster GROUP BY team ORDER BY COUNT(*) DESC LIMIT 1) AND SALARY=(SELECT MAX(SALARY) FROM nba_roster WHERE team=(SELECT team FROM nba_roster GROUP BY team ORDER BY COUNT(*) DESC LIMIT 1));"} +{"question": "Which three teams have the most players who attended college", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team ORDER BY num_players DESC LIMIT 3;"} +{"question": "Who is the oldest player in the NBA with a known salary", "sql": "SELECT name, age FROM nba_roster WHERE age > 5 AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which team has the oldest average age among all NBA teams", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1;"} +{"question": "Who are the top 5 highest-paid players in the league, excluding those with unknown salaries", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "Which NBA teams have the most players under the age of 25", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE <= 25 GROUP BY team ORDER BY num_players DESC;"} +{"question": "What is the 75th percentile salary of NBA players who are 25 years or older", "sql": "SELECT CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER) as percentile FROM nba_roster WHERE AGE >= 25 ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE AGE >= 25)*75/100-1;"} +{"question": "What is the team with the most players under the age of 25", "sql": "SELECT Team, COUNT(*) as num_players FROM nba_roster WHERE AGE <= 25 GROUP BY Team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the number of players in the NBA who are 5 years or younger than the oldest player in the league", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE + 5 <= (SELECT MAX(Age) FROM nba_roster);"} +{"question": "Who are the top 3 highest-paid players in the NBA roster", "sql": "SELECT NAME, SALARY FROM nba_roster ORDER BY CAST(SALARY AS REAL) DESC LIMIT 3;"} +{"question": "Who are the 5 players with the highest jersey numbers in the league", "sql": "SELECT name, jersey FROM nba_roster ORDER BY CAST(SUBSTRING(jersey, 0, INSTR(jersey,'')-1) AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the average height of NBA players who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE CAST(AGE AS INTEGER) <= 25;"} +{"question": "What is the team with the most players in the NBA", "sql": "SELECT COUNT(*) as num_players, TEAM FROM nba_roster GROUP BY TEAM ORDER BY num_players DESC LIMIT 1;"} +{"question": "Which team has the heaviest average weight", "sql": "SELECT team, AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')-1) AS INTEGER) + CAST(SUBSTR(WT, INSTR(WT,' ')+1) AS FLOAT)/16) as average_weight FROM nba_roster WHERE WT!= 'NA' GROUP BY team ORDER BY average_weight DESC LIMIT 1;"} +{"question": "Who is the shortest player on the Golden State Warriors", "sql": "SELECT name, HT FROM nba_roster WHERE team='Golden State Warriors' ORDER BY CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) ASC LIMIT 1;"} +{"question": "What are the average salaries for each NBA team, excluding teams with unknown salaries", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC;"} +{"question": "What is the average salary for players in the NBA who are 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) FROM nba_roster WHERE AGE <= 25;"} +{"question": "Which team has the most players who attended college", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the tallest team in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) + CAST(SUBSTRING(HT, INSTR(HT,'')+1) AS INTEGER) / 12.0) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1;"} +{"question": "Which college has produced the fewest number of NBA players", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count ASC LIMIT 1;"} +{"question": "Which teams have the youngest rosters in the NBA", "sql": "SELECT team, AVG(age) as avg_age FROM nba_roster GROUP BY team ORDER BY avg_age ASC;"} +{"question": "What are the top 3 players from colleges that have at least 3 players in the NBA", "sql": "SELECT college, name, salary FROM nba_roster WHERE college IN (SELECT college FROM nba_roster GROUP BY college HAVING COUNT(*) >= 3) ORDER BY salary DESC LIMIT 3;"} +{"question": "Who are the top 3 highest-paid players in the league, excluding those who have not disclosed their salaries", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTR(SALARY, 2) AS INTEGER) DESC LIMIT 3;"} +{"question": "What is the most common position on the Boston Celtics", "sql": "SELECT POS, COUNT(*) AS COUNT FROM nba_roster WHERE team='Boston Celtics' GROUP BY POS ORDER BY COUNT DESC LIMIT 1;"} +{"question": "What are the top 3 highest-paid young players on the Toronto Raptors", "sql": "SELECT name, SALARY FROM nba_roster WHERE team='Toronto Raptors' AND CAST(AGE AS INTEGER) < 25 ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3;"} +{"question": "What is the average salary in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the average weight in the NBA", "sql": "SELECT NAME, COLLEGE FROM nba_roster GROUP BY COLLEGE ORDER BY COUNT(COLLEGE) DESC LIMIT 3;"} +{"question": "Which NBA team has the most players over the age of 30", "sql": "SELECT TEAM, COUNT(*) as num_players FROM nba_roster WHERE AGE > 30 GROUP BY TEAM ORDER BY num_players DESC LIMIT 1;"} +{"question": "Who are the top 3 players with the highest total value, considering both their salary and jersey number", "sql": "SELECT NAME, (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) + CAST(Jersey AS INTEGER)) AS total_value FROM nba_roster WHERE SALARY!= '--' AND Jersey!= 'NA' ORDER BY total_value DESC LIMIT 3;"} +{"question": "What is the average age of players in the NBA who have 5 years of experience or less", "sql": "SELECT AVG(AGE) as average_age FROM nba_roster WHERE AGE * 12 * 5 <= (SELECT SUM(AGE * 12) FROM nba_roster);"} +{"question": "Which five teams have the most players who are 25 years old", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE = 25 GROUP BY team ORDER BY num_players DESC LIMIT 5;"} +{"question": "What is the average height of power forwards in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY POS;"} +{"question": "Which positions have the most players on the same team", "sql": "SELECT COUNT(*) as total_players, pos FROM nba_roster GROUP BY pos HAVING COUNT(*) > 1 ORDER BY total_players DESC;"} +{"question": "Which three teams in the NBA have the oldest average age among their players", "sql": "SELECT Team, AVG(AGE) as average_age FROM nba_roster GROUP BY Team ORDER BY average_age DESC LIMIT 3;"} +{"question": "What college has produced the oldest average age of players in the NBA", "sql": "SELECT college, AVG(age) AS average_age FROM nba_roster WHERE college!= '--' GROUP BY college ORDER BY average_age DESC LIMIT 1;"} +{"question": "Which five teams have the oldest average age among their players", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 5;"} +{"question": "Who is the highest-paid non-point guard on the Los Angeles Lakers", "sql": "SELECT NAME, JERSEY FROM nba_roster WHERE TEAM='Los Angeles Lakers' AND POS!= 'PG' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "How many players on the Toronto Raptors are 6 feet 8 inches or taller", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Toronto Raptors' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "What is the average age of players in the NBA who are older than 5 times the average age of all players", "sql": "SELECT AVG(AGE) AS average_age FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster) * 5;"} +{"question": "Which NBA teams have the most players over the age of 25", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE AGE > 25 GROUP BY team ORDER BY num_players DESC;"} +{"question": "Which colleges have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY num_players DESC;"} +{"question": "What are the average ages of players by position, with the oldest positions listed first", "sql": "SELECT POS, AVG(AGE) as average_age FROM nba_roster GROUP BY POS ORDER BY average_age DESC;"} +{"question": "What is the average age of players in the NBA who are taller than 6 feet 7 inches", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 > 6.67;"} +{"question": "What are the top 5 players in the league by average age, considering only those who are taller than 6'7", "sql": "SELECT NAME, AVG(AGE) AS avg_age FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 > 6.67 GROUP BY NAME ORDER BY avg_age DESC LIMIT 5;"} +{"question": "How many players in the NBA are older than five times the average age of all players", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE > (SELECT AVG(AGE) FROM nba_roster) * 5;"} +{"question": "Which teams have multiple players who attended the same college", "sql": "SELECT team, COUNT(*) as num_players, COLLEGE FROM nba_roster GROUP BY team, COLLEGE HAVING COUNT(*) > 1;"} +{"question": "What is the highest-paid player on the team with the smallest roster", "sql": "SELECT * FROM nba_roster WHERE TEAM = (SELECT TEAM FROM nba_roster GROUP BY TEAM ORDER BY COUNT(*) ASC LIMIT 1) ORDER BY SALARY DESC LIMIT 1;"} +{"question": "What is the average height of players on each team, excluding teams with players who have a height listed as 'NA'", "sql": "SELECT team, AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER)) AS avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY team ORDER BY avg_height DESC;"} +{"question": "What is the most common position in the NBA with the most players", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "What is the jersey number with the most players in the NBA", "sql": "SELECT Jersey, COUNT(*) AS Count FROM nba_roster GROUP BY Jersey ORDER BY Count DESC LIMIT 1;"} +{"question": "Which team has the most players over the age of 30", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE > 30 GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the average salary of players who attended the University of Michigan", "sql": "SELECT COLLEGE, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE COLLEGE = 'Michigan' GROUP BY COLLEGE;"} +{"question": "What is the average salary of players in the NBA who are 25 years or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,'$')-1) AS INTEGER)) as average_salary FROM nba_roster WHERE AGE >= 25;"} +{"question": "Which teams have the most players from the same college", "sql": "SELECT Team, COUNT(*) as Count, COLLEGE FROM nba_roster GROUP BY Team, COLLEGE ORDER BY Count DESC LIMIT 5;"} +{"question": "What age group has the most representation in the NBA", "sql": "SELECT COUNT(*) as count, AGE as age_group FROM nba_roster GROUP BY AGE ORDER BY count DESC LIMIT 1;"} +{"question": "Who is the oldest player with the highest salary in the NBA", "sql": "SELECT name, salary FROM nba_roster WHERE age > (SELECT AVG(age) FROM nba_roster) AND salary = (SELECT MAX(salary) FROM nba_roster) ORDER BY age LIMIT 1;"} +{"question": "What is the average salary of NBA players who attended college", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE COLLEGE!= '--';"} +{"question": "Which team has the most college-educated players", "sql": "SELECT team, COUNT(*) as num_college_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team ORDER BY num_college_players DESC LIMIT 1;"} +{"question": "What is the height of the 75th percentile of NBA players", "sql": "SELECT CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) as percentile FROM nba_roster ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster)*75/100-1;"} +{"question": "What is the median age of all players in the NBA", "sql": "SELECT AGE as percentile FROM nba_roster ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster)*50/100-1;"} +{"question": "What are the top 3 teams in the NBA by average salary", "sql": "SELECT team, AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 3;"} +{"question": "How many players in the NBA are more than 5 years older than the average age of all players and did not attend college", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5 AND COLLEGE!= '--';"} +{"question": "What is the average salary of NBA players aged 25 or older", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE >= 25;"} +{"question": "Who are the top three tallest players in the NBA", "sql": "SELECT NAME, CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) AS height FROM nba_roster ORDER BY height DESC LIMIT 3;"} +{"question": "What is the team with the most players from the same college", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster JOIN (SELECT COLLEGE, COUNT(*) as num_players FROM nba_roster GROUP BY COLLEGE ORDER BY num_players DESC) as top_colleges ON nba_roster.COLLEGE = top_colleges.COLLEGE WHERE nba_roster.COLLEGE = top_colleges.COLLEGE GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "Which three teams have the most players in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 3;"} +{"question": "Who is the highest-paid player on the Toronto Raptors who attended college and has a known salary", "sql": "SELECT NAME, Jersey FROM nba_roster WHERE team='Toronto Raptors' AND SALARY!= '--' AND COLLEGE!='--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Who are the 5 tallest players in the NBA", "sql": "SELECT NAME, HT FROM nba_roster WHERE HT!= 'NA' ORDER BY LENGTH(HT) DESC LIMIT 5;"} +{"question": "What position has the most players in the NBA", "sql": "SELECT POS, COUNT(*) as count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which five teams have the most players over the age of 25", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE > 25 GROUP BY team ORDER BY num_players DESC LIMIT 5;"} +{"question": "What is the weight of the 75th percentile of NBA players who have a recorded weight", "sql": "SELECT CAST(SUBSTRING(WT, 0, INSTR(WT,'') - 1) AS INTEGER) as percentile FROM nba_roster WHERE WT!= 'NA' ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE WT!= 'NA') * 75 / 100 - 1;"} +{"question": "Which 5 teams in the NBA have the highest average age, with an average age greater than 25.5 years old", "sql": "SELECT team, AVG(AGE) AS average_age, COUNT(*) AS num_players FROM nba_roster GROUP BY team HAVING AVG(AGE) > 25.5 ORDER BY average_age DESC LIMIT 5;"} +{"question": "What are the names of the players in the NBA who are 6'7", "sql": "SELECT name FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 >= 6.67;"} +{"question": "Who are the three tallest players on the Los Angeles Lakers", "sql": "SELECT NAME, HT FROM nba_roster WHERE team='Los Angeles Lakers' ORDER BY CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) DESC LIMIT 3;"} +{"question": "What is the total salary of all Brooklyn Nets players, excluding those with unknown salaries", "sql": "SELECT SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as total_salary FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND SALARY!= '--';"} +{"question": "Which NBA teams have the youngest and oldest rosters", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC;"} +{"question": "Which five teams have the largest rosters in the NBA", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE team!= 'NA' GROUP BY team ORDER BY num_players DESC LIMIT 5;"} +{"question": "Which three teams in the NBA have the highest average salary among their players", "sql": "SELECT team, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 3;"} +{"question": "Which team has the tallest average height among players 25 years old or younger", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE age <= 25 GROUP BY team ORDER BY height DESC LIMIT 1;"} +{"question": "Who is the highest-paid player in the NBA who attended a college starting with the letter 'M'", "sql": "SELECT name, salary FROM nba_roster WHERE COLLEGE LIKE 'M%' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What are the top 3 most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster GROUP BY POS ORDER BY count DESC LIMIT 3;"} +{"question": "Who are the top 3 highest-paid players in the NBA, excluding those with unknown salaries", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SUBSTR(SALARY, 2) AS INTEGER) DESC LIMIT 3;"} +{"question": "How many players in the NBA are 25 years old or younger and play one of the five main positions", "sql": "SELECT COUNT(*) FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') AND AGE <= 25;"} +{"question": "Who is the oldest player in the NBA roster", "sql": "SELECT name, age FROM nba_roster ORDER BY age DESC LIMIT 1;"} +{"question": "Who are the top 3 players in the NBA by total weight", "sql": "SELECT NAME, SUM(CAST(SUBSTR(WT, 1, INSTR(WT,'') - 1) AS INTEGER)) AS total_weight, NAME FROM nba_roster GROUP BY NAME ORDER BY total_weight DESC LIMIT 3;"} +{"question": "Who are the top 3 players on the Toronto Raptors by jersey number", "sql": "SELECT name, jersey FROM nba_roster WHERE team='Toronto Raptors' ORDER BY CAST(Jersey AS INTEGER) DESC LIMIT 3;"} +{"question": "Who are the top 5 highest-paid players on the Toronto Raptors", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE TEAM = 'Toronto Raptors' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "What college sent the most players to the current NBA who are 25 years old or younger", "sql": "SELECT college, COUNT(*) AS num_players FROM nba_roster WHERE college!= '--' AND AGE <= 25 GROUP BY college ORDER BY num_players DESC LIMIT 1;"} +{"question": "What is the average height of the players on the Chicago Bulls", "sql": "SELECT AVG(LENGTH(HT)) FROM nba_roster WHERE team='Chicago Bulls';"} +{"question": "Who are the top 5 players in the NBA with the highest salary-to-age ratio", "sql": "SELECT NAME, CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) as salary, AGE, (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) / AGE) as salary_to_age_ratio FROM nba_roster WHERE SALARY!= '--' ORDER BY salary_to_age_ratio DESC LIMIT 5;"} +{"question": "Which team has the most players at the point guard position", "sql": "SELECT team, COUNT(*) as count FROM nba_roster WHERE POS='PG' GROUP BY team ORDER BY count DESC LIMIT 1;"} +{"question": "Which 5 players have played for the same college as the most other players in the NBA", "sql": "SELECT name, COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY name, COLLEGE ORDER BY count DESC LIMIT 5;"} +{"question": "Who are the top 3 highest-paid players in the league, excluding those with unknown salaries", "sql": "SELECT name, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3 OFFSET 3;"} +{"question": "What are the top 3 teams in the NBA with the highest average salaries", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY avg_salary DESC LIMIT 3;"} +{"question": "Which team has the tallest average height in the NBA", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS average_height FROM nba_roster GROUP BY team ORDER BY average_height DESC LIMIT 1;"} +{"question": "Which teams in the NBA have the highest average salary and what is the average age of their players", "sql": "SELECT team, AVG(AGE) AS average_age, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC;"} +{"question": "What are the colleges with the highest average salaries for their NBA players", "sql": "SELECT COLLEGE, AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER)) AS avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY COLLEGE ORDER BY avg_salary DESC;"} +{"question": "Which players in the NBA are 25 years old or older", "sql": "SELECT name FROM nba_roster WHERE AGE >= 25;"} +{"question": "Who are the top 5 highest-paid players in the league among guards and forwards", "sql": "SELECT name, SALARY FROM nba_roster WHERE POS IN ('PG', 'SG', 'SF', 'PF', 'C') ORDER BY CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the average salary of players who are more than 5 years older than the average age of all players in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 1, INSTR(SALARY,' ')-1) AS INTEGER)) AS average_salary FROM nba_roster WHERE AGE - (SELECT AVG(AGE) FROM nba_roster) > 5;"} +{"question": "What is the number of players in the NBA who attended a college that is not specified (i.e., '--'), or whose college name contains the words 'University', 'College', 'Institute', or 'School'", "sql": "SELECT COUNT(*) AS count FROM nba_roster WHERE COLLEGE='--' OR COLLEGE LIKE '%University%' OR COLLEGE LIKE '%College%' OR COLLEGE LIKE '%Institute%' OR COLLEGE LIKE '%School%';"} +{"question": "Who is the youngest player on the Brooklyn Nets", "sql": "SELECT NAME FROM nba_roster WHERE TEAM = 'Brooklyn Nets' AND AGE = (SELECT MIN(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets');"} +{"question": "What is the average age of the players on the Dallas Mavericks", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE team='Dallas Mavericks';"} +{"question": "What are the top 5 highest paid players from the college that sent the most players to the NBA", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE COLLEGE IN (SELECT COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY COUNT(*) DESC LIMIT 1) AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "Which team has the most players from a specific college", "sql": "SELECT team, COLLEGE, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team, COLLEGE ORDER BY num_players DESC LIMIT 1;"} +{"question": "What are the top 5 players with the highest jersey numbers in the NBA", "sql": "SELECT jersey, name FROM nba_roster WHERE jersey!= 'NA' ORDER BY CAST(jersey AS INTEGER) DESC LIMIT 5;"} +{"question": "Who are the top 5 players in the league with the highest jersey numbers", "sql": "SELECT NAME, JERSEY FROM nba_roster ORDER BY JERSEY DESC LIMIT 5;"} +{"question": "What are the top 5 colleges that have the most players in each age group", "sql": "SELECT NAME, COLLEGE, AGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE, AGE ORDER BY COUNT(*) DESC LIMIT 5;"} +{"question": "Which colleges tend to produce the oldest players in the NBA", "sql": "SELECT AVG(AGE) as average_age, COLLEGE FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY average_age DESC;"} +{"question": "Which NBA team has the lowest total salary", "sql": "SELECT TEAM, SUM(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS TOTAL_SALARY FROM nba_roster WHERE SALARY!= '--' GROUP BY TEAM ORDER BY TOTAL_SALARY ASC;"} +{"question": "Which 5 teams in the NBA have the highest average salary", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster GROUP BY team ORDER BY average_salary DESC LIMIT 5;"} +{"question": "What is the height of the tallest player in the NBA, excluding players with unknown heights", "sql": "SELECT CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) as weight FROM nba_roster WHERE HT!= 'NA' ORDER BY weight LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE HT!= 'NA')*0.25-1;"} +{"question": "What are the most common heights in the NBA, and what is the average height for each of these heights", "sql": "SELECT HT, COUNT(*) as count, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,'')-1) AS INTEGER)) as avg_height FROM nba_roster WHERE HT!= 'NA' GROUP BY HT ORDER BY count DESC;"} +{"question": "What is the number of the player with the highest jersey number on the Los Angeles Lakers", "sql": "SELECT NAME, Jersey FROM nba_roster WHERE team='Los Angeles Lakers' AND Jersey!= 'NA' ORDER BY CAST(Jersey AS INTEGER) DESC LIMIT 1;"} +{"question": "What is the average age of players on the Memphis Grizzlies", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age ASC;"} +{"question": "What are the positions in the NBA that tend to be the tallest and heaviest", "sql": "SELECT POS, AVG(LENGTH(HT)) AS avg_height, AVG(LENGTH(SUBSTR(WT, 1, LENGTH(WT)-4))) AS avg_weight FROM nba_roster GROUP BY POS ORDER BY avg_height DESC, avg_weight DESC;"} +{"question": "What are the top 5 most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS num_players FROM nba_roster GROUP BY POS ORDER BY num_players DESC LIMIT 5;"} +{"question": "Which colleges have the most players earning over $5 million per year", "sql": "SELECT COLLEGE, COUNT(*) as num_players, SUM(CASE WHEN CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) > 5000000 THEN 1 ELSE 0 END) as num_players_over_5_million FROM nba_roster WHERE SALARY!= '--' GROUP BY COLLEGE ORDER BY num_players_over_5_million DESC;"} +{"question": "Who is the highest-paid non-point guard in the league", "sql": "SELECT NAME FROM nba_roster WHERE SALARY = (SELECT MAX(SALARY) FROM nba_roster) AND POS!= 'PG';"} +{"question": "What is the most common position among players in the NBA who are 25 years old or younger", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE AGE <= 25 GROUP BY POS ORDER BY count DESC LIMIT 1;"} +{"question": "Which NBA players are taller than 6 feet 8 inches", "sql": "SELECT NAME, HT FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 > 6.8 ORDER BY HT DESC;"} +{"question": "What is the average height of NBA players, excluding those with unknown heights", "sql": "SELECT AVG(LENGTH(HT)) AS average_height FROM nba_roster WHERE HT!= 'NA';"} +{"question": "What are the top 10 most popular jersey numbers in the NBA", "sql": "SELECT COUNT(DISTINCT Jersey) as unique_jerseys, Jersey FROM nba_roster WHERE Jersey!= 'NA' GROUP BY Jersey ORDER BY unique_jerseys DESC LIMIT 10;"} +{"question": "What are the most common positions in the NBA and what is the average age of players at each of these positions", "sql": "SELECT POS, COUNT(*) as count, ROUND(AVG(AGE),2) as avg_age FROM nba_roster WHERE POS!= '--' GROUP BY POS ORDER BY count DESC;"} +{"question": "What is the average salary of NBA players, excluding those with unknown or missing salaries", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What are the top 10 colleges that have produced the most players in the NBA", "sql": "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 10;"} +{"question": "Who are the top 10 players in the league who have played for the most different colleges", "sql": "SELECT name, COLLEGE, COUNT(*) as num_colleges FROM nba_roster WHERE COLLEGE!= '--' GROUP BY name, COLLEGE ORDER BY num_colleges DESC LIMIT 10;"} +{"question": "What is the average age of the Brooklyn Nets players", "sql": "SELECT AVG(AGE) FROM nba_roster WHERE TEAM = 'Brooklyn Nets';"} +{"question": "What is the highest paid player on the Memphis Grizzlies", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE >= 25 GROUP BY team;"} +{"question": "What is the average salary for colleges with multiple players in the NBA", "sql": "SELECT AVG(CAST(SUBSTR(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) as average_salary FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE HAVING COUNT(*) > 1;"} +{"question": "What are the names, heights, and positions of the power forwards and centers in the NBA who are 6'8", "sql": "SELECT name, HT, POS FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) = 68 AND POS LIKE '%F%' OR POS LIKE '%C%';"} +{"question": "How many players in the NBA have attended the University of Michigan", "sql": "SELECT COUNT(*) FROM nba_roster WHERE COLLEGE = 'Michigan';"} +{"question": "Which team has the oldest average age of its players", "sql": "SELECT team, AVG(AGE) as average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC LIMIT 1;"} +{"question": "Which NBA teams have the most players on their roster", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC;"} +{"question": "Which three teams in the NBA have the largest rosters", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 3;"} +{"question": "What are the top 5 colleges that produce the most NBA players", "sql": "SELECT college, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY college ORDER BY num_players DESC LIMIT 5;"} +{"question": "What is the number of players in the NBA who are at least 5 years older than the youngest player in the league", "sql": "SELECT COUNT(*) FROM nba_roster WHERE AGE - (SELECT MIN(AGE) FROM nba_roster) > 5;"} +{"question": "What is the salary of the 25th percentile of NBA players", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' ORDER BY percentile LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE SALARY!= '--')*25/100-1;"} +{"question": "What is the average salary premium for experienced players in the NBA", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) - (SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) FROM nba_roster WHERE SALARY!= '--') FROM nba_roster WHERE SALARY!= '--';"} +{"question": "Which five teams in the NBA have the largest rosters", "sql": "SELECT TEAM, COUNT(*) AS num_players FROM nba_roster GROUP BY TEAM ORDER BY num_players DESC LIMIT 5;"} +{"question": "What is the team with the highest average salary for players under the age of 3", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE < 3*12 GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What is the 25th percentile salary in the NBA", "sql": "SELECT TEAM, COUNT(*) AS num_players FROM nba_roster WHERE HT!= 'NA' GROUP BY TEAM ORDER BY num_players DESC LIMIT 1;"} +{"question": "Who is the highest-paid player among those who did not attend college", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE COLLEGE = '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "Which team has the most players who attended the University of Michigan", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE = 'Michigan' GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "How many players in the league are 25 years or younger", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE AGE + 25 <= (SELECT MAX(Age) FROM nba_roster);"} +{"question": "Which three teams have the largest rosters in the current NBA", "sql": "SELECT Team, COUNT(*) AS num_players FROM nba_roster GROUP BY Team ORDER BY num_players DESC LIMIT 3;"} +{"question": "What is the oldest player in each team who plays as a Point Guard", "sql": "SELECT Team, NAME, AGE FROM nba_roster WHERE AGE = (SELECT MAX(AGE) FROM nba_roster WHERE POS = 'PG') ORDER BY Team;"} +{"question": "What is the highest paid center on the Dallas Mavericks", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE AGE <= 25 GROUP BY team ORDER BY num_players DESC LIMIT 1;"} +{"question": "What team has the highest average salary", "sql": "SELECT team, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What is the average salary of players on the Toronto Raptors who are 25 years or older", "sql": "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) AS average_salary FROM nba_roster WHERE team='Toronto Raptors' AND AGE >= 25 AND SALARY!= '--';"} +{"question": "What are the positions with the tallest average height in the NBA", "sql": "SELECT POS, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height_by_pos FROM nba_roster GROUP BY POS ORDER BY height_by_pos DESC;"} +{"question": "Which team has the highest average salary among its players", "sql": "SELECT team, name, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as avg_salary FROM nba_roster WHERE SALARY!= '--' GROUP BY team, name ORDER BY avg_salary DESC LIMIT 1;"} +{"question": "What is the number of players in the NBA who attended a college and are more than 5 years older than the average age of all players", "sql": "SELECT COUNT(*) AS num_players FROM nba_roster WHERE COLLEGE!= '--' AND AGE - (SELECT AVG(AGE) FROM nba_roster) > 5;"} +{"question": "How many players on the Miami Heat are 6'8 or taller", "sql": "SELECT COUNT(*) FROM nba_roster WHERE team='Miami Heat' AND CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) = '6' || '8';"} +{"question": "What is the number of veteran players in the NBA", "sql": "SELECT COUNT(*) as num_players FROM nba_roster WHERE AGE - (SELECT MIN(AGE) FROM nba_roster) > 5;"} +{"question": "Which teams have the most players with recorded heights", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster WHERE HT!= 'NA' GROUP BY team ORDER BY num_players DESC;"} +{"question": "Which three teams have the highest average salary for players under the age of 36", "sql": "SELECT team, AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE AGE < 3*12 GROUP BY team ORDER BY average_salary DESC LIMIT 3;"} +{"question": "Which three teams have the tallest average height among players who are at least 5 years old", "sql": "SELECT team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height FROM nba_roster WHERE AGE > 5*12 GROUP BY team ORDER BY height DESC LIMIT 3;"} +{"question": "What are the teams with the oldest and youngest rosters in the NBA", "sql": "SELECT team, AVG(AGE) AS average_age FROM nba_roster GROUP BY team ORDER BY average_age DESC;"} +{"question": "Who is the tallest player in the NBA who is older than 25 years old", "sql": "SELECT name, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE AGE > 25 GROUP BY name ORDER BY average_height DESC LIMIT 1;"} +{"question": "What is the total number of players in the NBA who have a known salary", "sql": "SELECT COUNT(*) as total_players FROM nba_roster WHERE SALARY!= '--';"} +{"question": "What is the team with the most players from a specific college, excluding players who did not attend college", "sql": "SELECT team, COUNT(*) as num_players FROM nba_roster WHERE COLLEGE!= '--' GROUP BY team, COLLEGE ORDER BY num_players DESC LIMIT 1;"} +{"question": "Which team has the oldest average age of point guards", "sql": "SELECT team, AVG(AGE) as avg_age FROM nba_roster WHERE POS = 'PG' GROUP BY team ORDER BY avg_age DESC LIMIT 1;"} +{"question": "Which three teams have the tallest average height among their players aged 25 or older", "sql": "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as average_height FROM nba_roster WHERE AGE >= 25 GROUP BY team ORDER BY average_height DESC LIMIT 3;"} +{"question": "What is the player with the highest average salary among players over the age of 5", "sql": "SELECT name, AVG(CAST(SUBSTRING(SALARY, 2, LENGTH(SALARY)-2) AS INTEGER)) AS average_salary FROM nba_roster WHERE SALARY!= '--' AND AGE > 5 GROUP BY name ORDER BY average_salary DESC LIMIT 1;"} +{"question": "What are the 5 most common positions in the NBA", "sql": "SELECT POS, COUNT(*) AS count FROM nba_roster WHERE POS!= 'NA' GROUP BY POS ORDER BY count DESC LIMIT 5;"} +{"question": "Who is the pointguard for the Golden State Warriors?", "sql": "select name from nba_roster where team='Golden State Warriors' and POS='PG';"} +{"question": "Who is the highest paid player in the NBA?", "sql": "SELECT NAME, salary FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;"} +{"question": "What team is LaMelo Ball on?", "sql": "select team from nba_roster where name='LaMelo Ball';"} +{"question": "How much does Lonzo Ball weigh?", "sql": "select wt from nba_roster where name='Lonzo Ball';"} +{"question": "What college sent the most players to the current NBA?", "sql": "select college from nba_roster where college != '--' group by college order by count(*) desc limit 1;"} +{"question": "How old is Lebron James?", "sql": "select age from nba_roster where name='LeBron James';"} +{"question": "What is the most popular jersey number in the current NBA?", "sql": "select Jersey from nba_roster where Jersey != 'NA' group by Jersey order by count(*) desc limit 1;"} +{"question": "What team has the smallest roster?", "sql": "select team from nba_roster group by team order by count(*) asc limit 1;"} +{"question": "What team has the largest roster?", "sql": "select team, count(*) from nba_roster group by team order by count(*) desc limit 1;"} +{"question": "What team is paying its players the most in total?", "sql": "select team, sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) from nba_roster group by team order by sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) desc limit 1;"} +{"question": "Which team is paying its players the least?", "sql": "select team from nba_roster group by team order by sum(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) asc limit 1;"} +{"question": "Which team is on average the tallest?", "sql": "select team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height desc limit 1;"} +{"question": "Which team is on average the shortest?", "sql": "select team, AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER)+ CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) as height from nba_roster group by team order by height asc limit 1;"} +{"question": "Who are the tallest 5 centers in the league?", "sql": "SELECT name, HT FROM nba_roster WHERE POS = 'C' ORDER BY HT DESC LIMIT 5;"} +{"question": "Who are the top 5 highest paid power forwards in the league?", "sql": "SELECT NAME, salary FROM nba_roster WHERE POS = 'PF' AND SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 5;"} +{"question": "What is the median salary in the NBA?", "sql": "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*50/100-1;"} +{"question": "What is the average salary in the NBA?", "sql": "SELECT avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--';"} +{"question": "Which five players in the NBA have attended the most different colleges", "sql": "SELECT name, COLLEGE, COUNT(DISTINCT COLLEGE) as num_colleges FROM nba_roster WHERE COLLEGE!= '--' GROUP BY name ORDER BY num_colleges DESC LIMIT 5;"} +{"question": "What college sent the most players to the current NBA", "sql": "SELECT team, COUNT(*) AS num_players FROM nba_roster GROUP BY team ORDER BY num_players DESC LIMIT 5;"} +{"question": "Who are the top 3 highest-paid players on the Golden State Warriors", "sql": "SELECT NAME, SALARY FROM nba_roster WHERE team='Golden State Warriors' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 3;"} diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/meta-lamini.ipynb b/recipes/3p_integrations/lamini/text2sql_memory_tuning/meta-lamini.ipynb new file mode 100644 index 000000000..721cb0d07 --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/meta-lamini.ipynb @@ -0,0 +1,2084 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\"Open " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Tune Llama 3 for text-to-SQL with Lamini Memory Tuning\n", + "\n", + "In this notebook, you'll learn how to tune Llama 3 with Lamini Memory Tuning for a SQL LLM to remove hallucinations and lift accuracy from 30% to 95%.\n", + "\n", + "You'll be using the `nba_roster` database, which contains information about NBA players, teams, and games. This database will serve as the foundation for your tuning process.\n", + "\n", + "
NOTE \n", + "\n", + "This notebook is an in-depth tutorial. Expected runtime for the notebook is ~ 6 minutes, but including full data generation and training the entire notebook can take several hours to run. Included in the notebook are several pre-prepared generated datasets and pre-prepared models for your convenience! Hang in there - it's totally worth it!\n", + "
\n", + "\n", + "\n", + "If you haven't already, please install `lamini` first!\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: lamini in /Users/jonathanli/miniconda3/envs/py311-new/lib/python3.12/site-packages (2.2.1)\n", + "Requirement already satisfied: lamini-configuration[yaml] in /Users/jonathanli/miniconda3/envs/py311-new/lib/python3.12/site-packages (from lamini) (0.8.3)\n", + "Requirement already satisfied: requests in /Users/jonathanli/miniconda3/envs/py311-new/lib/python3.12/site-packages (from lamini) (2.32.3)\n", + "Requirement already satisfied: tqdm in /Users/jonathanli/miniconda3/envs/py311-new/lib/python3.12/site-packages (from lamini) (4.66.4)\n", + "Requirement already satisfied: numpy in /Users/jonathanli/miniconda3/envs/py311-new/lib/python3.12/site-packages (from lamini) (1.26.4)\n", + "Requirement already 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/Users/jonathanli/miniconda3/envs/py311-new/lib/python3.12/site-packages (0.9.0)\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], + "source": [ + "%pip install lamini\n", + "%pip install tabulate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Auth\n", + "\n", + "Before we begin, make sure to authenticate!\n", + "\n", + "Please head over to https://app.lamini.ai/account to get your api key.\n", + "You can authenticate by writing the following to a file `~/.lamini/configure.yaml`\n", + "\n", + "```python\n", + "production:\n", + " key: \n", + "```\n", + "Alternatively, you can set your api key in this notebook by uncommenting `lamini.api_key = ''` and filling in your api key in the following cell before running!\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import lamini \n", + "# lamini.api_key = ''" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "import logging\n", + "import os\n", + "import random\n", + "from datetime import datetime\n", + "from pprint import pprint\n", + "from typing import AsyncIterator, Iterator, Union\n", + "import sqlite3\n", + "import copy\n", + "from tqdm import tqdm\n", + "from tabulate import tabulate\n", + "\n", + "import pandas as pd\n", + "import jsonlines\n", + "from lamini.generation.base_prompt_object import PromptObject\n", + "from lamini.generation.generation_node import GenerationNode\n", + "from lamini.generation.base_prompt_object import PromptObject\n", + "from lamini.generation.generation_pipeline import GenerationPipeline\n", + "from util.get_schema import get_schema\n", + "from util.make_llama_3_prompt import make_llama_3_prompt\n", + "from util.setup_logging import setup_logging\n", + "from util.load_dataset import get_dataset\n", + "from util.get_default_finetune_args import get_default_finetune_args\n", + "\n", + "logger = logging.getLogger(__name__)\n", + "engine = sqlite3.connect(\"./nba_roster.db\")\n", + "setup_logging()\n", + "\n", + "class Args:\n", + " def __init__(self, \n", + " max_examples=100, \n", + " sql_model_name=\"meta-llama/Meta-Llama-3-8B-Instruct\", \n", + " gold_file_name=\"gold-test-set.jsonl\",\n", + " training_file_name=\"generated_queries.jsonl\",\n", + " num_to_generate=10):\n", + " self.sql_model_name = sql_model_name\n", + " self.max_examples = max_examples\n", + " self.gold_file_name = gold_file_name\n", + " self.training_file_name = training_file_name\n", + " self.num_to_generate = num_to_generate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create a SQL Model with Llama 3 and Diagnose Hallucinations" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First let's create a SQL LLM with Llama 3 and get a baseline. You can run the following python script which uses Llama 3." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Question:\n", + " Who is the highest paid NBA player?\n", + "Answer:\n", + "To answer this question, we can use the following SQLite query:\n", + "\n", + "```sql\n", + "SELECT NAME, SALARY\n", + "FROM nba_roster\n", + "WHERE SALARY!= '--'\n", + "ORDER BY CAST(SALARY AS REAL) DESC\n", + "LIMIT 1;\n", + "```\n", + "\n", + "This query first filters out the rows where the salary is '--' (i.e., the players who don't have a salary listed). Then, it orders the remaining rows by the salary in descending order (highest to lowest). Finally, it returns the top row, which corresponds to the highest paid NBA player.\n" + ] + } + ], + "source": [ + "llm = lamini.Lamini(model_name=\"meta-llama/Meta-Llama-3-8B-Instruct\")\n", + "\n", + "question = \"\"\"Who is the highest paid NBA player?\"\"\"\n", + "system = f\"\"\"You are an NBA analyst with 15 years of experience writing complex SQL queries. Consider the nba_roster table with the following schema:\n", + "{get_schema()}\n", + "\n", + "Write a sqlite query to answer the following question. Follow instructions exactly\"\"\"\n", + "prompt = make_llama_3_prompt(question, system)\n", + "print(\"Question:\\n\", question)\n", + "\n", + "# Ask the model to generate a sql query to answer the question\n", + "print(\"Answer:\")\n", + "print(llm.generate(prompt, max_new_tokens=200))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
NOTE \n", + "\n", + "`make_llama_3_prompt` and `get_schema` are commonly used throughout this notebook. Let's inspect them for a second\n", + "\n", + "```python\n", + "def make_llama_3_prompt(user, system=\"\"):\n", + " system_prompt = \"\"\n", + " if system != \"\":\n", + " system_prompt = (\n", + " f\"<|start_header_id|>system<|end_header_id|>\\n\\n{system}<|eot_id|>\"\n", + " )\n", + " return f\"<|begin_of_text|>{system_prompt}<|start_header_id|>user<|end_header_id|>\\n\\n{user}<|eot_id|><|start_header_id|>assistant<|end_header_id|>\\n\\n\"\n", + "```\n", + "\n", + "Meta Llama 3 Instruct uses a prompt template, with special tags used to indicate the user query and system prompt. \n", + "You can find the documentation on this [model card](https://llama.meta.com/docs/model-cards-and-prompt-formats/meta-llama-3/#meta-llama-3-instruct).\n", + "\n", + "```python\n", + "def get_schema():\n", + " return \"\"\"\\\n", + "0|Team|TEXT eg. \"Toronto Raptors\"\n", + "1|NAME|TEXT eg. \"Otto Porter Jr.\"\n", + "2|Jersey|TEXT eg. \"0\" and when null has a value \"NA\"\n", + "3|POS|TEXT eg. \"PF\"\n", + "4|AGE|INT eg. \"22\" in years\n", + "5|HT|TEXT eg. `6' 7\"` or `6' 10\"`\n", + "6|WT|TEXT eg. \"232 lbs\" \n", + "7|COLLEGE|TEXT eg. \"Michigan\" and when null has a value \"--\"\n", + "8|SALARY|TEXT eg. \"$9,945,830\" and when null has a value \"--\"\n", + "\"\"\"\n", + "```\n", + "This `get_schema` function returns a description of the `nba_roster` table which you use to inform the model what the datatypes of the columns are (all TEXT) and provide some examples for each column. \n", + "\n", + "This helps the model know how exactly columns are formatted. \n", + "\n", + "For example, the `HT` column is formatted `6' 7\"` as opposed to `6'7\"`. This distinction is important because you may need to `CAST` this column to numerical types in order to do comparison, search, and other mathematical operations on this column. \n", + "
\n", + "\n", + "As you can see, this first script will run Llama 3 with prompt tuning to generate SQL queries that are relevant to this database. One thing you may notice is that the response is verbose, we'd have to parse out the sql from the model output.\n", + "Let's double check the sqlite query itself." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saddiq Bey|$4,556,983\n" + ] + } + ], + "source": [ + "!sqlite3 nba_roster.db \"SELECT NAME, SALARY FROM nba_roster WHERE SALARY!= '--' ORDER BY CAST(SALARY AS REAL) DESC LIMIT 1;\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Hey this is incorrect! Evaluating Llama 3 manually by hand will take too much time. We can start automating this process. The correct query is\n", + "\n", + "```sql\n", + "SELECT salary, name \n", + "FROM nba_roster\n", + "WHERE salary != '--'\n", + "ORDER BY CAST(REPLACE(REPLACE(salary, '$', ''), ',','') AS INTEGER) DESC\n", + "LIMIT 1;\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "$51,915,615|Stephen Curry\n" + ] + } + ], + "source": [ + "!sqlite3 nba_roster.db \"SELECT salary, name FROM nba_roster WHERE salary != '--' ORDER BY CAST(REPLACE(REPLACE(salary, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create an Evaluation Dataset\n", + "\n", + "An Evaluation Dataset is a representative dataset you can use to make sure your model is consistently performing. It can start as few as 20-100 datapoints. The goal is to get started quickly on improving your model, and not get bogged down here.\n", + "\n", + "Here, you can use the example dataset about the nba_roster database at `data/gold-test-set.jsonl`.\n", + "\n", + "
NOTE \n", + "\n", + "You can do it! Writing an initial evaluation dataset can feel tedious, but a minor investment in time can lead to drastic improvement in quality. In reality, this time investment is going to be made by an LLM user throughout the lifecycle of a model. For some rough time estimates, it took me ~20 minutes to write 20 queries, and that led to a jump in accuracy from 25% to 75%. Later in this notebook, a more intense ~1 hr long data cleaning workflow improved the model accuracy from 75% to 95%.\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Evaluate the SQL LLM with an Eval LLM \n", + "\n", + "Next, let's evaluate Llama 3's baseline accuracy for text-to-SQL. Here, we are using a Lamini Inference pipeline. Just as above, you'll see how the output of the model is used to query the SQL database.\n", + "\n", + "First, define a `QueryStage` and `ScoreStage` by extending the `GenerationNode` class." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "class QueryStage(GenerationNode):\n", + " def __init__(self, model_name):\n", + " super().__init__(\n", + " model_name=model_name,\n", + " max_new_tokens=150,\n", + " )\n", + "\n", + " def generate(\n", + " self,\n", + " prompt: Union[Iterator[PromptObject], AsyncIterator[PromptObject]],\n", + " *args,\n", + " **kwargs,\n", + " ):\n", + " results = super().generate(\n", + " prompt,\n", + " output_type={\"sqlite_query\": \"str\"},\n", + " *args,\n", + " **kwargs,\n", + " )\n", + " return results\n", + "\n", + "\n", + " def postprocess(self, obj: PromptObject):\n", + " # Run both the generated and reference (Gold Dataset) SQL queries\n", + " # Assessing whether the SQL queries succeeded in hitting the database (not correctness yet!)\n", + " \n", + " query_succeeded = False\n", + "\n", + " try:\n", + " logger.info(f\"Running SQL query '{obj.response['sqlite_query']}'\")\n", + " obj.data[\"generated_query\"] = obj.response[\"sqlite_query\"]\n", + " df = pd.read_sql(obj.response[\"sqlite_query\"], con=engine)\n", + " obj.data['df'] = df\n", + " logger.info(f\"Got data: {df}\")\n", + " query_succeeded = True\n", + "\n", + " except Exception as e:\n", + " logger.error(\n", + " f\"Failed to run SQL query: {obj.response['sqlite_query']}\"\n", + " )\n", + "\n", + " logger.info(f\"Running reference SQL query '{obj.data['sql']}'\")\n", + " df = pd.read_sql(obj.data[\"sql\"], con=engine)\n", + " logger.info(f\"Got data: {df}\")\n", + " obj.data['reference_df'] = df\n", + "\n", + " logger.info(f\"For question: {obj.data['question']}\")\n", + " logger.info(f\"For query: {obj.response['sqlite_query']}\")\n", + "\n", + " obj.data[\"query_succeeded\"] = query_succeeded\n", + "\n", + " def preprocess(self, obj: PromptObject):\n", + " new_prompt = make_llama_3_prompt(**self.make_prompt(obj.data))\n", + " obj.prompt = new_prompt\n", + "\n", + " def make_prompt(self, data: dict):\n", + " system = \"You are an NBA analyst with 15 years of experience writing complex SQL queries.\\n\"\n", + " system += \"Consider the nba_roster table with the following schema:\\n\"\n", + " system += get_schema() + \"\\n\"\n", + " system += (\n", + " \"Write a sqlite SQL query that would help you answer the following question:\\n\"\n", + " )\n", + " user = data[\"question\"]\n", + " return {\n", + " \"user\": user,\n", + " \"system\": system,\n", + " }" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "class ScoreStage(GenerationNode):\n", + " def __init__(self):\n", + " super().__init__(\n", + " model_name=\"meta-llama/Meta-Llama-3-8B-Instruct\",\n", + " max_new_tokens=150,\n", + " )\n", + "\n", + " def generate(\n", + " self,\n", + " prompt: Union[Iterator[PromptObject], AsyncIterator[PromptObject]],\n", + " *args,\n", + " **kwargs,\n", + " ):\n", + " results = super().generate(\n", + " prompt,\n", + " output_type={\"explanation\": \"str\", \"similar\": \"bool\"},\n", + " *args,\n", + " **kwargs,\n", + " )\n", + " return results\n", + "\n", + " def preprocess(self, obj: PromptObject):\n", + " obj.prompt = make_llama_3_prompt(**self.make_prompt(obj))\n", + " logger.info(f\"Scoring Stage Prompt:\\n{obj.prompt}\")\n", + "\n", + " def postprocess(self, obj: PromptObject):\n", + " obj.data['is_matching'] = self.is_matching(obj.data, obj.response)\n", + " obj.data['explanation'] = obj.response[\"explanation\"]\n", + " obj.data['similar'] = obj.response[\"similar\"]\n", + "\n", + " def is_matching(self, data, response):\n", + " return (str(data.get('df',\"None\")).lower() == str(data['reference_df']).lower() \n", + " or response['similar'])\n", + "\n", + " def make_prompt(self, obj: PromptObject):\n", + " # Your evaluation model compares SQL output from the generated and reference SQL queries, using another LLM in the pipeline\n", + " system_prompt = \"Compare the following two dataframes. They are similar if they are almost identical, or if they convey the same information about the nba_roster dataset\"\n", + " system_prompt += \"Respond with valid JSON {'explanation' : str, 'similar' : bool}\"\n", + " user_prompt = (\n", + " f\"========== Dataframe 1 =========\\n{str(obj.data.get('df','None')).lower()}\\n\\n\"\n", + " )\n", + " user_prompt += (\n", + " f\"========== Dataframe 2 =========\\n{str(obj.data['reference_df']).lower()}\\n\\n\"\n", + " )\n", + " user_prompt += f\"Can you tell me if these dataframes are similar?\"\n", + " return {\n", + " \"system\": system_prompt,\n", + " \"user\": user_prompt\n", + " }" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With these stages, you can define an evaluation pipeline using the `Generation Pipeline` class. In this pipeline, you can indicate that one stage feeds into the next by passing the output of the query stage into the input of the score stage in the `forward` function.\n", + "\n", + "It's important that the input to the evaluation pipeline's `call` function be an iterable over instances of `PromptObject`. You'll be using these objects to store data as it passes through the pipeline." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "async def run_eval(dataset, args):\n", + "\n", + " results = await run_evaluation_pipeline(dataset, args)\n", + "\n", + " print(\"Total results:\", len(results))\n", + "\n", + " return results\n", + "\n", + "\n", + "async def run_evaluation_pipeline(dataset, args):\n", + " results = EvaluationPipeline(args).call(dataset)\n", + "\n", + " result_list = []\n", + "\n", + " pbar = tqdm(desc=\"Saving results\", unit=\" results\")\n", + " async for result in results:\n", + " result_list.append(result)\n", + " pbar.update()\n", + " return result_list\n", + "\n", + "\n", + "class EvaluationPipeline(GenerationPipeline):\n", + " def __init__(self, args):\n", + " super().__init__()\n", + " self.query_stage = QueryStage(args.sql_model_name)\n", + " self.score_stage = ScoreStage()\n", + "\n", + "\n", + " def forward(self, x):\n", + " x = self.query_stage(x)\n", + " x = self.score_stage(x)\n", + " return x\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "def load_gold_dataset(args):\n", + " path = f\"data/{args.gold_file_name}\"\n", + "\n", + " with jsonlines.open(path) as reader:\n", + " for index, obj in enumerate(reversed(list(reader))):\n", + " if index >= args.max_examples:\n", + " break\n", + " yield PromptObject(prompt=\"\", data=obj)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You'll need to save your results somewhere! In this notebook, you can use the `data/results` directory to log a record of your eval experiments. \n", + "\n", + "It's important to keep track of these experiments. To do this, you can log basic statistics, as well as errors and successes when the model is able to produce SQL which answers the question." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "def save_eval_results(results, args):\n", + " base_path = \"./data/results\"\n", + " now = datetime.now().strftime(\"%Y_%m_%d_%H_%M_%S\")\n", + " experiment_name = f\"nba_sql_pipeline_{now}\"\n", + " experiment_dir = os.path.join(base_path, experiment_name)\n", + " os.makedirs(os.path.join(base_path, experiment_name))\n", + "\n", + " # Write args to file\n", + " args_file_name = f\"{experiment_dir}/args.txt\"\n", + " with open(args_file_name, \"w\") as writer:\n", + " pprint(args.__dict__, writer)\n", + "\n", + "\n", + " def is_correct(r):\n", + " if (\n", + " (result.data[\"query_succeeded\"] and result.data['is_matching']) or \n", + " result.data[\"generated_query\"] == result.data['sql']\n", + " ):\n", + " return True\n", + " return False\n", + "\n", + " # Write sql results and errors to file\n", + " results_file_name = f\"{experiment_dir}/sql_results.jsonl\"\n", + " with jsonlines.open(results_file_name, \"w\") as writer:\n", + " for result in results:\n", + " if not is_correct(result):\n", + " continue\n", + " writer.write(\n", + " {\n", + " \"question\": result.data['question'],\n", + " \"query\": result.data[\"generated_query\"],\n", + " \"query_succeeded\": result.data[\"query_succeeded\"],\n", + " \"reference_sql\": result.data['sql'],\n", + " \"df\": str(result.data.get('df', 'None')),\n", + " \"reference_df\": str(result.data['reference_df']),\n", + " 'is_matching': result.data['is_matching'],\n", + " 'similar': result.data['similar'],\n", + " }\n", + " )\n", + "\n", + " results_file_name = f\"{experiment_dir}/sql_errors.jsonl\"\n", + " with jsonlines.open(results_file_name, \"w\") as writer:\n", + " for result in results:\n", + " if is_correct(result):\n", + " continue\n", + " writer.write(\n", + " {\n", + " \"question\": result.data['question'],\n", + " \"query\": result.data[\"generated_query\"],\n", + " \"query_succeeded\": result.data[\"query_succeeded\"],\n", + " \"df\": str(result.data.get('df', 'None')),\n", + " \"reference_df\": str(result.data['reference_df']),\n", + " 'is_matching': result.data['is_matching'],\n", + " 'similar': result.data['similar'],\n", + " }\n", + " )\n", + "\n", + " # Write statistics to file\n", + " average_sql_succeeded = sum(\n", + " [result.data[\"query_succeeded\"] for result in results]\n", + " ) / len(results)\n", + " average_correct = sum(\n", + " [result.data[\"query_succeeded\"] and result.data['is_matching'] for result in results]\n", + " ) / len(results)\n", + "\n", + " file_name = f\"{experiment_dir}/summary.txt\"\n", + " with open(file_name, \"w\") as writer:\n", + " print(f\"Total size of eval dataset: {len(results)}\", file=writer)\n", + " print(f\"Total size of eval dataset: {len(results)}\")\n", + " print(f\"Percent Valid SQL Syntax: {average_sql_succeeded*100}\", file=writer)\n", + " print(f\"Percent Valid SQL Syntax: {average_sql_succeeded*100}\")\n", + " print(f\"Percent Correct SQL Query: {average_correct*100}\", file=writer)\n", + " print(f\"Percent Correct SQL Query: {average_correct*100}\")\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, run eval on Llama 3 and see how it does on your evaluation dataset!" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Saving results: 0 results [00:00, ? results/s]2024-06-21 14:08:35,116 [ERROR] Failed to run SQL query: SELECT POS, MAX(CAST(SUBSTR(SALARY, 2) AS INTEGER) AS Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS\n", + "2024-06-21 14:08:35,120 [ERROR] Failed to run SQL query: SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) FROM nba_roster WHERE HT IS NOT NULL\n", + "2024-06-21 14:08:35,123 [ERROR] Failed to run SQL query: SELECT AVG(CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER) FROM nba_roster WHERE HT IS NOT NULL\n", + "2024-06-21 14:08:35,125 [ERROR] Failed to run SQL query: SELECT AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER) AS average_salary FROM nba_roster WHERE POS = 'PF' AND SALARY!= '--';\n", + "2024-06-21 14:08:40,776 [ERROR] Failed to run SQL query: SELECT AVG(CAST(SUBSTR(WT, INSTR(WT,'') + 1) AS INTEGER) AS weight FROM nba_roster WHERE WT IS NOT NULL\n", + "2024-06-21 14:08:40,780 [ERROR] Failed to run SQL query: SELECT AVG(CAST(SUBSTR(WT, INSTR(WT,'') + 1) AS INTEGER) FROM nba_roster WHERE WT!= 'NA';\n", + "2024-06-21 14:08:40,783 [ERROR] Failed to run SQL query: SELECT PERCENTILE(SALARY, 0.25) FROM nba_roster WHERE SALARY!= '--';\n", + "2024-06-21 14:08:40,785 [ERROR] Failed to run SQL query: SELECT PERCENTILE(salary, 0.75) FROM (SELECT CAST(SUBSTR(salary, 2) AS INTEGER) AS salary FROM nba_roster WHERE salary!= '--') AS subquery\n", + "2024-06-21 14:08:40,788 [ERROR] Failed to run SQL query: SELECT PERCENTILE(salary, 0.99) FROM nba_roster WHERE salary IS NOT NULL\n", + "Saving results: 16 results [00:13, 1.34 results/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total results: 20\n", + "Total size of eval dataset: 20\n", + "Percent Valid SQL Syntax: 55.00000000000001\n", + "Percent Correct SQL Query: 30.0\n" + ] + } + ], + "source": [ + "args = Args()\n", + "dataset = load_gold_dataset(args)\n", + "results = await run_eval(dataset, args)\n", + "save_eval_results(results, args)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can view the results in the `data/results` directory, where there's a saved folder with the experiment arguments and results. \n", + "\n", + "You can see that Llama 3 can answer correctly `30%` of the time on the gold dataset. Additionally, Llama 3 can provide valid sql syntax as an answer `55%` of the time on the gold dataset. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generate Tuning Data with Data LLMs" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You might be thinking, \"I'd like to do a little better!\" - so the next step is Lamini Memory Tuning. \n", + "\n", + "First, you need tuning data. Let's use Llama 3 to generate some tuning data! You want `question` and `sql` datapoints to help tune the model to generate SQL about the `nba_roster` dataset. The trick here is to work backwards in a pipeline (generate SQL from the schema, then questions from the generated SQL) and to constrain the prompts, so that the generations are more likely to be correct.\n", + "\n", + "You can do this using the following pipeline script." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Saving results: 20 results [00:13, 1.48 results/s]\n" + ] + } + ], + "source": [ + "class ModelStage(GenerationNode):\n", + " def __init__(self):\n", + " super().__init__(\n", + " model_name=\"meta-llama/Meta-Llama-3-8B-Instruct\",\n", + " max_new_tokens=300,\n", + " )\n", + "\n", + " def generate(\n", + " self,\n", + " prompt: Union[Iterator[PromptObject], AsyncIterator[PromptObject]],\n", + " *args,\n", + " **kwargs,\n", + " ):\n", + " prompt = self.add_template(prompt)\n", + "\n", + " results = super().generate(\n", + " prompt,\n", + " output_type={\n", + " \"explanation\": \"str\",\n", + " \"sql_query_1\": \"str\",\n", + " \"sql_query_2\": \"str\",\n", + " },\n", + " *args,\n", + " **kwargs,\n", + " )\n", + "\n", + " return results\n", + "\n", + " async def add_template(self, prompts):\n", + " async for prompt in prompts:\n", + " new_prompt = make_llama_3_prompt(**self.make_prompt(prompt.data))\n", + " yield PromptObject(prompt=new_prompt, data=prompt.data)\n", + "\n", + " async def process_results(self, results):\n", + " async for result in results:\n", + " if result is None:\n", + " continue\n", + "\n", + " if result.response is None:\n", + " continue\n", + "\n", + " logger.info(\"=====================================\")\n", + " logger.info(f\"Generted query 1: {result.response['sql_query_1']}\")\n", + " logger.info(f\"Generted query 2: {result.response['sql_query_2']}\")\n", + " logger.info(\"=====================================\")\n", + "\n", + " if self.check_sql_query(result.response[\"sql_query_1\"]):\n", + " new_result = PromptObject(prompt=\"\", data=copy.deepcopy(result.data))\n", + " new_result.data.generated_sql_query = result.response[\"sql_query_1\"]\n", + " yield new_result\n", + "\n", + " if self.check_sql_query(result.response[\"sql_query_2\"]):\n", + " new_result = PromptObject(prompt=\"\", data=copy.deepcopy(result.data))\n", + " new_result.data.generated_sql_query = result.response[\"sql_query_2\"]\n", + " yield new_result\n", + "\n", + " def make_prompt(self, data):\n", + " system = \"You are an NBA analyst with 15 years of experience writing complex SQL queries.\\n\"\n", + " system += (\n", + " \"Consider a table called 'nba_roster' with the following schema (columns)\\n\"\n", + " )\n", + " system += get_schema()\n", + " system += \"Consider the following questions, and queries used to answer them:\\n\"\n", + " for example in data.sample:\n", + " system += \"Question: \" + example[\"question\"] + \"\\n\"\n", + " system += \"Query: \" + example[\"sql\"] + \"\\n\"\n", + "\n", + " # Important: generate relevant queries to your reference data\n", + " # Ideally, close to those that are failing so you can show the model examples of how to do it right!\n", + " user = \"Write two queries that are similar but different to those above.\\n\"\n", + " user += \"Format the queries as a JSON object, i.e.\\n\"\n", + " user += '{ \"explanation\": str, \"sql_query_1\" : str, \"sql_query_2\": str }.\\n'\n", + "\n", + " # Next, use Chain of Thought (CoT) and prompt-engineering to help with generating SQL queries\n", + " user += \"First write an explanation of why you decided to write these new queries in about 3-5 sentences, then write valid sqlite SQL queries for each of the 2 new queries. Make sure each query is complete and ends with a ;\\n\"\n", + "\n", + " return {\"system\": system, \"user\": user}\n", + "\n", + " def check_sql_query(self, query):\n", + " try:\n", + " pd.read_sql(query, con=engine)\n", + " except Exception as e:\n", + " logger.debug(f\"Error in SQL query: {e}\")\n", + " return False\n", + "\n", + " logger.info(f\"SQL query {query} is valid\")\n", + "\n", + " return True" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "class QuestionStage(GenerationNode):\n", + " def __init__(self):\n", + " super().__init__(\n", + " model_name=\"meta-llama/Meta-Llama-3-8B-Instruct\",\n", + " max_new_tokens=150,\n", + " )\n", + "\n", + " def generate(\n", + " self,\n", + " prompt: Union[Iterator[PromptObject], AsyncIterator[PromptObject]],\n", + " *args,\n", + " **kwargs,\n", + " ):\n", + " results = super().generate(\n", + " prompt,\n", + " output_type={\n", + " \"explanation\": \"str\",\n", + " \"question\": \"str\",\n", + " },\n", + " *args,\n", + " **kwargs,\n", + " )\n", + " return results\n", + "\n", + " def preprocess(self, obj: PromptObject):\n", + " new_prompt = make_llama_3_prompt(**self.make_question_prompt(obj.data))\n", + " obj.prompt = new_prompt\n", + "\n", + " def make_question_prompt(self, data):\n", + " system = \"You are an NBA analyst with 15 years of experience writing complex SQL queries.\\n\"\n", + " system += (\n", + " \"Consider a table called 'nba_roster' with the following schema (columns)\\n\"\n", + " )\n", + " system += get_schema() + \"\\n\"\n", + " system += \"Queries, and questions that they are used to answer:\\n\"\n", + " for example in data.sample:\n", + " system += \"Query: \" + example[\"sql\"] + \"\\n\"\n", + " system += \"Question: \" + example[\"question\"] + \"\\n\"\n", + "\n", + " user = \"Now consider the following query.\\n\"\n", + " user += \"Query: \" + data.generated_sql_query + \"\\n\"\n", + " user += \"Write a question that this query could be used to answer.\\n\"\n", + "\n", + " # Using Chain of Thought (CoT) again\n", + " # This time you can do it programmatically with function calling, so you can easily extract a question out of the JSON object\n", + " user += \"Format your response as a JSON object, i.e.\\n\"\n", + " user += '{ \"explanation\": str, \"question\": str }.\\n'\n", + "\n", + " user += \"First write an explanation in about 3-5 sentences, then write a one sentence question.\\n\"\n", + "\n", + " return {\"system\": system, \"user\": user}\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can define a new pipeline to generate queries. This one also has multiple stages, and as mentioned above, the trick is that you are working backwards. The first stage writes SQL, which is pertinent to `nba_roster`. You're using prompt tuning to get queries that may be inspired by a sample of our gold dataset—that way, you're getting examples that are relevant to the evaluation (ideally, showing correct examples similar to those that were previously incorrect). Then, you use the question stage to inspect those queries and generate a question that can be answered by the generated query. \n", + "\n", + "Since the point is to create an model that can move forwards (generate), working backwards like this is just one creative method for data generation that can help constrain the prompts and produce more accurate generated data for tuning. " + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "async def run_query_gen_pipeline(seed_queries):\n", + " return QueryGenPipeline().call(seed_queries)\n", + "\n", + "\n", + "class QueryGenPipeline(GenerationPipeline):\n", + " def __init__(self):\n", + " super().__init__()\n", + " self.model_stage = ModelStage()\n", + " self.question_stage = QuestionStage()\n", + "\n", + " def forward(self, x):\n", + " x = self.model_stage(x)\n", + " x = self.question_stage(x)\n", + " return x\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "all_examples = []\n", + "\n", + "\n", + "async def load_seed_queries(args):\n", + " path = f\"data/{args.gold_file_name}\"\n", + "\n", + " with jsonlines.open(path) as reader:\n", + " global all_examples\n", + "\n", + " all_examples = [obj for obj in reader]\n", + "\n", + " sample_count = args.num_to_generate\n", + " sample_size = 3\n", + "\n", + " random.seed(42)\n", + "\n", + " for i in range(sample_count):\n", + " example_sample = ExampleSample(random.sample(all_examples, sample_size), i)\n", + "\n", + " yield PromptObject(prompt=\"\", data=example_sample)\n", + "\n", + "\n", + "class ExampleSample:\n", + " def __init__(self, sample, index):\n", + " self.sample = sample\n", + " self.index = index" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "async def save_generation_results(results, args):\n", + " path = f\"data/training_data/{args.training_file_name}\"\n", + "\n", + " pbar = tqdm(desc=\"Saving results\", unit=\" results\")\n", + " with jsonlines.open(path, \"a\") as writer:\n", + "\n", + " async for result in results:\n", + " writer.write(\n", + " {\n", + " \"question\": result.response[\"question\"],\n", + " \"sql\": result.data.generated_sql_query,\n", + " }\n", + " )\n", + " pbar.update()\n", + "\n", + " for example in all_examples:\n", + " writer.write(example)\n", + " pbar.update()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Saving results: 6 results [00:22, 3.31s/ results]" + ] + } + ], + "source": [ + "args = Args()\n", + "seed_queries = load_seed_queries(args)\n", + "results = await run_query_gen_pipeline(seed_queries)\n", + "await save_generation_results(results, args)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Take a minute to look over the generated data. You may notice that some of the datapoints are incorrect - the SQL is invalid, the questions are duplicated, or the questions may be irrelevant. Let's continue onwards for now - but we'll return to (programmatically) clean the data later!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Tune Llama 3 with Lamini Memory Tuning" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now it's time to tune Llama 3 with Lamini! You still want to use the Llama 3 template, so you can stream your training data with this in mind." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "def make_question(obj):\n", + " system = \"You are an NBA analyst with 15 years of experience writing complex SQL queries.\\n\"\n", + " system += \"Consider the nba_roster table with the following schema:\\n\"\n", + " system += get_schema() + \"\\n\"\n", + " system += (\n", + " \"Write a sqlite SQL query that would help you answer the following question:\\n\"\n", + " )\n", + " user = obj[\"question\"]\n", + " return {\"system\": system, \"user\": user}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can submit your data to Lamini Tuning easily. The best defaults for the top LLMs like Llama 3 have been optimized for you." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Saving results: 30 results [00:22, 1.35 results/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Uploading data....\n", + "Upload to blob completed for data.\n", + "Data pairs uploaded to blob.\n", + "\n", + "Your dataset id is: 9d3e7264d1b5f24e8aaa60296517b638b157c7e6ef098582adaf90d280694d6e . Consider using this in the future to train using the same data. \n", + "Eg: llm.train(dataset_id='9d3e7264d1b5f24e8aaa60296517b638b157c7e6ef098582adaf90d280694d6e')\n", + "Training job submitted! Check status of job 7502 here: https://app.lamini.ai/train/7502\n" + ] + }, + { + "data": { + "text/plain": [ + "{'job_id': 7502,\n", + " 'status': 'SCHEDULED',\n", + " 'dataset_id': '9d3e7264d1b5f24e8aaa60296517b638b157c7e6ef098582adaf90d280694d6e'}" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "args = Args()\n", + "llm = lamini.Lamini(model_name=\"meta-llama/Meta-Llama-3-8B-Instruct\")\n", + "\n", + "dataset = get_dataset(args, make_question)\n", + "finetune_args = get_default_finetune_args()\n", + "\n", + "# Uncomment to train\n", + "# llm.train(\n", + "# data_or_dataset_id=dataset,\n", + "# finetune_args=finetune_args,\n", + "# is_public=True, # For sharing\n", + "# )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
NOTE \n", + "\n", + "Tuning jobs are queued immediately after you run the above cell! Once they begin, the estimated time is 30 minutes. You can continue in this notebook by using the four pre-prepared models provided in this notebook which we tuned for your convenience. \n", + "\n", + "When your training job finishes, you can query the newly trained model by \n", + "1. Finding the model id at `https://app.lamini.ai/train`\n", + "2. Instantiating a model client with `llm = lamini.Lamini(model_name=\"\")`\n", + "\n", + "Training jobs can fail! If it does, try resubmitting your job by re-running the training cell.\n", + "\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "After you submit a job, you can monitor the job status at https://app.lamini.ai/train. There you'll have access to the interface shown below which will help you track jobs, view logs, and get the model ID once training is complete. \n", + "\n", + "\"Lamini" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Tuning a model takes many attempts and iterations on the generated data, by re-running evaluation and sifting through the results to adjust the data generation pipeline to cover what's still missing. \n", + "\n", + "Sometimes, those adjustments are incredibly minute—just like in prompt-engineering, it's hard to predict what those adjustments might be, so being able to quickly iterate using your evaluation pipeline and inspecting the results quickly is absolutely key.\n", + "\n", + "That's why Lamini's high-performance inference engine is built to optimize processes for both evaluation and data generation, and then unify them with tuning effectively.\n", + "\n", + "Just for a gauge of what's normal: in the creation of this notebook, over 20 models were tuned. So don't get discouraged if it's not top notch on your first try: the point is actually to build that muscle of iteration—that's the most important piece towards getting the best results.\n", + "\n", + "You'll see one of the iterations in the following sections, to get a feel for what the workflow is like." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here's a prepared tuned model, so you don't have to wait for the tuning to complete. This notebook has four prepared models for each of the four times we will tune. \n", + "\n", + "First, go ahead and ask the tuned model a question! " + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Question:\n", + " Who is the highest paid NBA player?\n", + "Answer:\n", + "select salary, name from nba_roster where SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1\n" + ] + } + ], + "source": [ + "# You can replace model_name with your model_id when it's ready!\n", + "llm = lamini.Lamini(model_name=\"a5ebf1c4879569101f32444afae5adcafbfce9c5a6ed13035fd892147f7d59bc\")\n", + "\n", + "question = \"\"\"Who is the highest paid NBA player?\"\"\"\n", + "system = f\"\"\"You are an NBA analyst with 15 years of experience writing complex SQL queries. Consider the nba_roster table with the following schema:\n", + "{get_schema()}\n", + "\n", + "Write a sqlite query to answer the following question. Follow instructions exactly\"\"\"\n", + "prompt = make_llama_3_prompt(question, system)\n", + "print(\"Question:\\n\", question)\n", + "\n", + "# Ask the model to generate a sql query to answer the question\n", + "print(\"Answer:\")\n", + "print(llm.generate(prompt, max_new_tokens=200))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Much better! You can check against the database that this is correct." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "$51,915,615|Stephen Curry\n" + ] + } + ], + "source": [ + "!sqlite3 nba_roster.db \"select salary, name from nba_roster where SALARY!= '--' ORDER BY CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER) DESC LIMIT 1;\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Evaluate the tuned Llama 3\n", + "\n", + "To compare how results have improved quantitatively, rerun the SQL pipeline with the tuned model:" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Saving results: 0 results [00:00, ? results/s]2024-06-21 14:09:34,226 [ERROR] Failed to run SQL query: SELECT AVG(CAST(SUBSTR(WT, 1, INSTR(WT,' ')) as INTEGER) FROM nba_roster WHERE WT!= 'NA') as median\n", + "Saving results: 20 results [00:26, 1.31s/ results]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total results: 20\n", + "Total size of eval dataset: 20\n", + "Percent Valid SQL Syntax: 95.0\n", + "Percent Correct SQL Query: 75.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "# You can replace sql_model_name with your model_id when it's ready!\n", + "args = Args(sql_model_name=\"a5ebf1c4879569101f32444afae5adcafbfce9c5a6ed13035fd892147f7d59bc\")\n", + "dataset = load_gold_dataset(args)\n", + "results = await run_eval(dataset, args)\n", + "save_eval_results(results, args)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can see that the tuned model has 75% correct SQL (compared to 30% for base Llama 3). Bam!\n", + "\n", + "Let's take a look at the `sql_errors.jsonl` file to try and figure out what the model is getting wrong. Here is the error analysis part, which is figuring out what types of errors are occurring. You find that there are 3 types of errors:\n", + "\n", + "
Error 1: The tuned model does not filter for null salaries\n", + " \n", + "\n", + "`\"What is the average salary of Power Forward players in the NBA\"`\n", + "\n", + "```sql\n", + "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary FROM nba_roster WHERE POS='PF' AND SALARY!= '--';\n", + "\n", + "12355651.6714286\n", + "```\n", + "Reference: \n", + "```sql\n", + "select avg(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary from nba_roster where POS = 'PF';\n", + "\n", + "10948045.7848101\n", + "```\n", + "
\n", + "
Error 2: The tuned model incorrectly orders by desc when calculating percentile or omits the offset correction\n", + " \n", + "\n", + "`\"What is the 75th percentile salary in the NBA?\"` \n", + " `\"What is the 25th percentile salary in the NBA?\"` \n", + " `\"What is the 99th percentile salary in the NBA?\"`\n", + "\n", + "```sql\n", + "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as salary FROM nba_roster WHERE SALARY!= '--' ORDER BY salary DESC LIMIT 1 OFFSET (SELECT COUNT(*) FROM nba_roster WHERE SALARY!= '--')*75/100-1;\n", + "\n", + "2421720\n", + "```\n", + "Reference: \n", + "```sql\n", + "SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile limit 1 offset (select count(*) from nba_roster where SALARY != '--')*75/100-1;\n", + "\n", + "13932008\n", + "```\n", + "
\n", + "
Error 3: The tuned model incorrectly used Average instead of median \n", + " \n", + "\n", + "`\"What's the median age of the Miami Heat?\"`\n", + "\n", + "```sql\n", + "SELECT AVG(AGE) FROM nba_roster WHERE team='Miami Heat';\n", + "```\n", + "\n", + "Reference:\n", + "```sql\n", + "select CAST(AGE as INTEGER) as percentile from nba_roster where team='Miami Heat' order by percentile limit 1 offset (select count(*) from nba_roster where team='Miami Heat')/2;\n", + "```\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Improve the Tuned Llama 3\n", + "\n", + "You can improve the tuned model by improving the dataset you used based on your error analysis above. To do this, you can both increase the size, coverage, and quality of your generated dataset.\n", + "\n", + "This next step will generate 10x more data. This dataset will still have quality issues, so actually playing a numbers game can help you: generating more data overall means you can filter bad examples from the dataset later and still have a hefty amount of data left." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Saving results: 6 results [00:36, 4.94s/ results]" + ] + } + ], + "source": [ + "# If you'd like to generate more data, change num_to_generate, this cell will take longer to run!\n", + "args = Args(gold_file_name='gold-test-set.jsonl', training_file_name=\"generated_queries_large.jsonl\", num_to_generate=10)\n", + "seed_queries = load_seed_queries(args)\n", + "results = await run_query_gen_pipeline(seed_queries)\n", + "await save_generation_results(results, args)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here's another piece of error analysis in your data generation pipeline. After sifting through the data, one thing that stands out is that some queries and questions are duplicated, and some queries may not run.\n", + "\n", + "Here are a few improvements you can easily do — programmatically:\n", + "\n", + "1. Filter the dataset by removing duplicates\n", + "2. Only keeping queries that are valid sql.\n", + "3. Remove queries where we filter by \"Null\"\n", + "4. Returns an empty dataframe\n", + "5. Uses incorrect query components like \"AVG(HT)\" in the query\n", + "6. Add a semicolon to the end if it does not exist" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Saving results: 30 results [00:36, 1.20s/ results]\n" + ] + } + ], + "source": [ + "question_set = set()\n", + "sql_set = set()\n", + "\n", + "def is_not_valid_sql(question, sql):\n", + " try:\n", + " df = pd.read_sql(sql, con=engine)\n", + " return False\n", + " except Exception as e:\n", + " return True\n", + "\n", + "def has_null_in_sql_or_question(question, sql):\n", + " return \"null\" in sql.lower() or \"null\" in question\n", + "\n", + "def returns_empty_dataframe(question, sql):\n", + " try:\n", + " df = pd.read_sql(sql, con=engine)\n", + " return \"Empty\" in str(df) or \"None\" in str(df)\n", + " except Exception as e:\n", + " return False\n", + " \n", + "def uses_avg_on_ht_column(question, sql):\n", + " return \"avg(ht)\" in sql.lower() or \"avg(salary\" in sql.lower() \n", + "\n", + "filter_conditions = [is_not_valid_sql, has_null_in_sql_or_question, returns_empty_dataframe, uses_avg_on_ht_column]\n", + "\n", + "def training_semicolon(sql):\n", + " if sql.strip()[-1] != \";\":\n", + " return sql.strip() + \";\"\n", + " return sql\n", + "\n", + "with jsonlines.open(\"data/training_data/generated_queries_large.jsonl\", \"r\") as reader:\n", + " with jsonlines.open(\"data/training_data/generated_queries_large_filtered.jsonl\", \"w\") as writer:\n", + " for r in reader:\n", + " if r[\"question\"] in question_set or r[\"sql\"] in sql_set:\n", + " continue\n", + " question_set.add(r[\"question\"])\n", + " sql_set.add(r[\"sql\"])\n", + " \n", + " if any(c(r['question'], r['sql']) for c in filter_conditions):\n", + " continue\n", + "\n", + " sql = training_semicolon(r['sql'])\n", + " writer.write(\n", + " {\n", + " \"question\": r[\"question\"],\n", + " \"sql\": sql,\n", + " }\n", + " )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Great! The large 1000 datapoint dataset is filtered down to 364 datapoints. This makes it way easier for the next step of sifting through the data a second time, this time more closely. You'll notice that it's the combination of analyzing and categorizing errors, with building automated pipelines to address those errors that will serve you best. It's important to dive-deep analyses of your data when tuning models, so you can reveal issues that are very difficult to detect on the surface automatically—what's helpful, however, is that you can build out reusable automated pipelines from that, which you can re-run in future iterations of model improvement, when you upgrade your base model (e.g. to Llama 4!), and even when you develop similar adjacent model applications.\n", + "\n", + "Here's what a simple manual look-over as a next step can look like:\n", + "1. Print out the SQL queries and questions for easy reading\n", + "2. Manually delete or fix obviously incorrect datapoints as you look over each datapoint" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "===================== 1 ======================\n", + "What college has the most players in the NBA who are 30 years old or older\n", + "SELECT COLLEGE, COUNT(*) AS count FROM nba_roster WHERE AGE >= 30 GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;\n", + " COLLEGE count\n", + "-- --------- -------\n", + " 0 -- 22\n", + "===================== 2 ======================\n", + "What is the total salary of all NBA players\n", + "SELECT SUM(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)*1000000) FROM nba_roster;\n", + " SUM(CAST(SUBSTR(SALARY, 1, INSTR(SALARY, '$')-1) AS INTEGER)*1000000)\n", + "-- -----------------------------------------------------------------------\n", + " 0 0\n", + "===================== 3 ======================\n", + "What are the most common positions in the NBA\n", + "SELECT POS, COUNT(*) AS num_players FROM nba_roster GROUP BY POS;\n", + " POS num_players\n", + "-- ----- -------------\n", + " 0 C 81\n", + " 1 F 95\n", + " 2 G 96\n", + " 3 PF 79\n", + " 4 PG 75\n", + " 5 SF 77\n", + " 6 SG 97\n", + "===================== 4 ======================\n", + "What is the average salary for each age group in the NBA\n", + "SELECT AVG(CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as average_salary, AGE as age_group FROM nba_roster WHERE SALARY!= '--' GROUP BY AGE ORDER BY age_group;\n", + " average_salary age_group\n", + "-- ---------------- -----------\n", + " 0 4.39334e+06 19\n", + " 1 4.93876e+06 20\n", + " 2 3.48698e+06 21\n", + " 3 5.22664e+06 22\n", + " 4 6.48673e+06 23\n", + " 5 1.00229e+07 24\n", + " 6 1.1199e+07 25\n", + " 7 9.53451e+06 26\n", + " 8 1.52048e+07 27\n", + " 9 1.68002e+07 28\n", + "10 1.73774e+07 29\n", + "11 1.25041e+07 30\n", + "12 1.81367e+07 31\n", + "13 1.51997e+07 32\n", + "14 2.41203e+07 33\n", + "15 2.14952e+07 34\n", + "16 1.21162e+07 35\n", + "17 2.01971e+06 36\n", + "18 1.64275e+07 37\n", + "19 2.98073e+07 38\n", + "===================== 5 ======================\n", + "What are the top 5 colleges that have produced the most NBA players\n", + "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 5;\n", + " COLLEGE count\n", + "-- --------- -------\n", + " 0 Kentucky 28\n", + " 1 Duke 27\n", + " 2 UCLA 15\n", + " 3 Arizona 14\n", + " 4 Kansas 13\n", + "===================== 6 ======================\n", + "How many players in the NBA attended college\n", + "SELECT COUNT(*) AS num_college_players FROM nba_roster WHERE COLLEGE!= '--';\n", + " num_college_players\n", + "-- ---------------------\n", + " 0 521\n", + "===================== 7 ======================\n", + "What are the top 3 colleges with the most players in the NBA\n", + "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 3;\n", + " COLLEGE count\n", + "-- --------- -------\n", + " 0 Kentucky 28\n", + " 1 Duke 27\n", + " 2 UCLA 15\n", + "===================== 8 ======================\n", + "What is the average age of all players in the NBA\n", + "SELECT AVG(AGE) FROM nba_roster;\n", + " AVG(AGE)\n", + "-- ----------\n", + " 0 25.655\n", + "===================== 9 ======================\n", + "What is the most represented college in the NBA\n", + "SELECT COLLEGE, COUNT(*) as count FROM nba_roster WHERE COLLEGE!= '--' GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;\n", + " COLLEGE count\n", + "-- --------- -------\n", + " 0 Kentucky 28\n", + "===================== 10 ======================\n", + "Which college has produced the most NBA players\n", + "SELECT COLLEGE, COUNT(*) as count FROM nba_roster GROUP BY COLLEGE ORDER BY count DESC LIMIT 1;\n", + " COLLEGE count\n", + "-- --------- -------\n", + " 0 -- 79\n", + "===================== 11 ======================\n", + "What is the average height of NBA players\n", + "SELECT AVG(CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12) AS average_height FROM nba_roster;\n", + " average_height\n", + "-- ----------------\n", + " 0 6.54986\n" + ] + } + ], + "source": [ + "limit = 10\n", + "with jsonlines.open(\"data/training_data/generated_queries_large_filtered.jsonl\", \"r\") as reader:\n", + " for i, r in enumerate(reader):\n", + " print(f\"===================== {i+1} ======================\")\n", + " print(r['question']) \n", + " print(r['sql'])\n", + " df = pd.read_sql(r['sql'], con=engine)\n", + " print(tabulate(df, headers='keys', tablefmt='sqlite'))\n", + " limit -= 1\n", + " if limit < 0: # Remove this limit if you'd like to pretty print all the data\n", + " break" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
NOTE \n", + "\n", + "This step can take time to do, for example an hour filtering through ~350 datapoints. VSCode had a view for the output, which you can get to by clicking into the \"...\" inside the output cell.\n", + "\n", + "What you're looking for are obviously incorrect datapoints to quickly remove.\n", + "\n", + "You are also scanning for interesting datapoints you had not thought to include in the Gold Dataset.\n", + "\n", + "One hack was to reverse the order of inspection and start at the bottom of the file so you could keep the numbers relevant.\n", + "\n", + "Here's an example datapoint which is incorrect upon inspection:\n", + "\n", + "```bash\n", + "\n", + "===================== 345 ======================\n", + "What is the average age of the tallest players in the NBA\n", + "SELECT NAME, TEAM, POS, AVG(AGE) AS AVG_AGE FROM nba_roster WHERE CAST(SUBSTR(HT, 1, INSTR(HT,' ')-1) AS INTEGER) + CAST(SUBSTR(HT, INSTR(HT,' ')+1) AS FLOAT)/12 > 6.67 GROUP BY NAME, TEAM, POS ORDER BY AVG_AGE DESC LIMIT 1;\n", + " NAME Team POS AVG_AGE\n", + "-- ------------ ------------------ ----- ---------\n", + " 0 LeBron James Los Angeles Lakers SF 38\n", + " \n", + "```\n", + "
\n", + "\n", + "\"Side\n", + "\n", + "\n", + "\n", + "\n", + "After doing this, you are left with 220 filtered and cleaned datapoints in a new file created manually `generated_queries_large_filtered_cleaned.jsonl`.\n", + "\n", + "You can use this to tune the next iteration of your model." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Uploading data....\n", + "Upload to blob completed for data.\n", + "Data pairs uploaded to blob.\n", + "\n", + "Your dataset id is: c133dc220b0cb24627b7064b0c8654b6e069abbf403ca730ce34df306619e704 . Consider using this in the future to train using the same data. \n", + "Eg: llm.train(dataset_id='c133dc220b0cb24627b7064b0c8654b6e069abbf403ca730ce34df306619e704')\n", + "Training job submitted! Check status of job 7504 here: https://app.lamini.ai/train/7504\n" + ] + }, + { + "data": { + "text/plain": [ + "{'job_id': 7504,\n", + " 'status': 'SCHEDULED',\n", + " 'dataset_id': 'c133dc220b0cb24627b7064b0c8654b6e069abbf403ca730ce34df306619e704'}" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "args = Args(training_file_name=\"archive/generated_queries_large_filtered_cleaned.jsonl\")\n", + "llm = lamini.Lamini(model_name=\"meta-llama/Meta-Llama-3-8B-Instruct\")\n", + "\n", + "dataset = get_dataset(args, make_question)\n", + "finetune_args = get_default_finetune_args()\n", + "\n", + "# Uncomment to train\n", + "# llm.train(\n", + "# data_or_dataset_id=dataset,\n", + "# finetune_args=finetune_args,\n", + "# is_public=True, # For sharing\n", + "# )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Iteratively tune and improve the tuned Llama 3" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Saving results: 0 results [00:00, ? results/s]2024-06-21 14:10:34,562 [ERROR] Failed to run SQL query: SELECT NAME FROM nba_roster WHERE TEAM='Brooklyn Nets' AND AGE=MAX(AGE);\n", + "Saving results: 20 results [00:16, 1.21 results/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total results: 20\n", + "Total size of eval dataset: 20\n", + "Percent Valid SQL Syntax: 95.0\n", + "Percent Correct SQL Query: 90.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "# You can replace sql_model_name with your model_id when it's ready!\n", + "args = Args(sql_model_name=\"63fd73a775daf24216b46c680a1e963a8d1e02b21bca43fcea6c26737d2e887e\", gold_file_name = \"gold-test-set.jsonl\")\n", + "dataset = load_gold_dataset(args)\n", + "results = await run_eval(dataset, args)\n", + "save_eval_results(results, args)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Yay! The new model improved to 90% correct on the gold dataset. You can continue this process, looking over the errors and adding, editing, and filtering better data. You can do this by continuing to build more involved programmatic pipelines and skimming manually to understand patterns in the data—until you are satisfied with the accuracy. \n", + "\n", + "Accuracy on your Gold Dataset is a function of effort. You can reach near 100% accuracy on the Gold Dataset, for example. Typically, the right move is to have the easiest examples in the Gold Dataset that your best model still gets wrong. \n", + "\n", + "Once you're satisfied with the results on your Gold Dataset, it's time to make your Gold Dataset harder, and then repeat the process of improving the model again." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Iterate on the Evaluation Dataset\n", + "\n", + "Now that you've gotten good performance on the original Gold Dataset, it's a good time to expand the dataset to make evaluation harder, and in turn, get your tuned model to become even more capable. The augmented `gold-test-set-v2.jsonl` has a few more handcrafted datapoints looking to add coverage over additional complex queries.\n", + "\n", + "First, on your new Gold Dataset, re-establish a baseline performance of Llama 3 on `gold-test-set-v2.jsonl`." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Saving results: 0 results [00:00, ? results/s]2024-06-21 14:10:42,361 [ERROR] Failed to run SQL query: SELECT AVG(CAST(SUBSTR(WT, INSTR(WT,'') + 1) AS INTEGER) AS weight FROM nba_roster WHERE WT IS NOT NULL\n", + "2024-06-21 14:10:42,363 [ERROR] Failed to run SQL query: SELECT AVG(CAST(SUBSTR(WT, INSTR(WT,'') + 1) AS INTEGER) FROM nba_roster WHERE WT!= 'NA';\n", + "2024-06-21 14:10:42,365 [ERROR] Failed to run SQL query: SELECT PERCENTILE(SALARY, 0.25) FROM nba_roster WHERE SALARY!= '--';\n", + "2024-06-21 14:10:42,366 [ERROR] Failed to run SQL query: SELECT PERCENTILE(salary, 0.75) FROM (SELECT CAST(SUBSTR(salary, 2) AS INTEGER) AS salary FROM nba_roster WHERE salary!= '--') AS subquery\n", + "2024-06-21 14:10:42,368 [ERROR] Failed to run SQL query: SELECT PERCENTILE(salary, 0.99) FROM nba_roster WHERE salary IS NOT NULL\n", + "2024-06-21 14:10:42,504 [ERROR] Failed to run SQL query: SELECT AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER) AS average_salary FROM nba_roster WHERE POS = 'PF' AND SALARY!= '--';\n", + "2024-06-21 14:10:47,647 [ERROR] Failed to run SQL query: SELECT POS, MAX(CAST(SUBSTR(SALARY, 2) AS INTEGER) AS Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY POS\n", + "2024-06-21 14:10:47,651 [ERROR] Failed to run SQL query: SELECT AVG(CAST(SUBSTRING(HT, 0, INSTR(HT,'')-1) AS INTEGER) FROM nba_roster WHERE HT IS NOT NULL\n", + "2024-06-21 14:10:47,652 [ERROR] Failed to run SQL query: SELECT AVG(CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER) FROM nba_roster WHERE HT IS NOT NULL\n", + "2024-06-21 14:10:49,132 [ERROR] Failed to run SQL query: SELECT Team, AVG(CAST(SUBSTR(HT, 0, INSTR(HT,'')-1) AS INTEGER) AS Height) AS Average_Height FROM nba_roster GROUP BY Team ORDER BY Average_Height DESC LIMIT 1\n", + "2024-06-21 14:10:49,134 [ERROR] Failed to run SQL query: SELECT Team, AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER) AS AVG_Salary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY AVG_Salary LIMIT 1\n", + "2024-06-21 14:10:49,135 [ERROR] Failed to run SQL query: SELECT Team, SUM(CAST(SUBSTR(SALARY, 2) AS INTEGER) AS TotalSalary FROM nba_roster WHERE SALARY!= '--' GROUP BY Team ORDER BY TotalSalary DESC LIMIT 1\n", + "2024-06-21 14:10:52,500 [ERROR] Failed to run SQL query: SELECT * FROM nba_roster WHERE COLLEGE = '--\n", + "2024-06-21 14:10:55,221 [ERROR] Failed to run SQL query: SELECT AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER) FROM nba_roster WHERE SALARY!= '--';\n", + "2024-06-21 14:10:55,223 [ERROR] Failed to run SQL query: SELECT AVG(CAST(SUBSTR(SALARY, 2) AS INTEGER) FROM nba_roster WHERE SALARY!= '--';\n", + "Saving results: 36 results [00:27, 1.70 results/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total results: 40\n", + "Total size of eval dataset: 40\n", + "Percent Valid SQL Syntax: 62.5\n", + "Percent Correct SQL Query: 35.0\n" + ] + } + ], + "source": [ + "args = Args(gold_file_name='gold-test-set-v2.jsonl')\n", + "dataset = load_gold_dataset(args)\n", + "results = await run_eval(dataset, args)\n", + "save_eval_results(results, args)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looks like there's plenty of room for improvment! You know how this works now:\n", + "1. Generate a new training dataset \n", + "2. Train a model\n", + "3. Evaluate" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Saving results: 55 results [00:36, 1.53 results/s]\n" + ] + } + ], + "source": [ + "args = Args(gold_file_name='gold-test-set-v2.jsonl', training_file_name=\"generated_queries_v2.jsonl\")\n", + "seed_queries = load_seed_queries(args)\n", + "results = await run_query_gen_pipeline(seed_queries)\n", + "await save_generation_results(results, args)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Like before, go ahead and tune a model using this dataset." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Uploading data....\n", + "Upload to blob completed for data.\n", + "Data pairs uploaded to blob.\n", + "\n", + "Your dataset id is: b69739e9dd2cd4e886902c39e31a544a7ee88824f3ef21d02648c6d1f85d8e8c . Consider using this in the future to train using the same data. \n", + "Eg: llm.train(dataset_id='b69739e9dd2cd4e886902c39e31a544a7ee88824f3ef21d02648c6d1f85d8e8c')\n", + "Training job submitted! Check status of job 7505 here: https://app.lamini.ai/train/7505\n" + ] + }, + { + "data": { + "text/plain": [ + "{'job_id': 7505,\n", + " 'status': 'SCHEDULED',\n", + " 'dataset_id': 'b69739e9dd2cd4e886902c39e31a544a7ee88824f3ef21d02648c6d1f85d8e8c'}" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "args = Args(training_file_name=\"generated_queries_v2.jsonl\")\n", + "llm = lamini.Lamini(model_name=\"meta-llama/Meta-Llama-3-8B-Instruct\")\n", + "\n", + "dataset = get_dataset(args, make_question)\n", + "finetune_args = get_default_finetune_args()\n", + "\n", + "# Uncomment to train\n", + "# llm.train(\n", + "# data_or_dataset_id=dataset,\n", + "# finetune_args=finetune_args,\n", + "# is_public=True, # For sharing\n", + "# )" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2024-06-21 14:11:49,387 [ERROR] Failed to run SQL query: SELECT team FROM nba_roster GROUP BY team ORDER BY COUNT(*) AS team_size ASC LIMIT 1;\n", + "Saving results: 40 results [01:16, 1.90s/ results]\n", + "2024-06-21 14:11:57,590 [ERROR] Failed to run SQL query: SELECT (CAST(REPLACE(REPLACE(SALARY, '$', ''), ',','') AS INTEGER)) as percentile FROM nba_roster WHERE SALARY!= '--' order by percentile order by 1 ASC limit 1 offset (select count(*) from nba_roster where SALARY!= '--')*75/100-1;\n", + "Saving results: 40 results [00:25, 1.56 results/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total results: 40\n", + "Total size of eval dataset: 40\n", + "Percent Valid SQL Syntax: 95.0\n", + "Percent Correct SQL Query: 75.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "# You can replace sql_model_name with your model_id when it's ready!\n", + "args = Args(sql_model_name=\"2e83542ad6df532dd861ca0d3882cd861c2e5df3cefe5dc1f98f5028069d0e8b\", gold_file_name='gold-test-set-v2.jsonl')\n", + "dataset = load_gold_dataset(args)\n", + "results = await run_eval(dataset, args)\n", + "save_eval_results(results, args)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Like before, it's time for a large data generation and cleaning workflow on Lamini's optimized heavy-inference engine." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Saving results: 11 results [01:01, 3.64s/ results]" + ] + } + ], + "source": [ + "args = Args(gold_file_name='gold-test-set-v2.jsonl', training_file_name=\"generated_queries_v2_large.jsonl\")\n", + "seed_queries = load_seed_queries(args)\n", + "results = await run_query_gen_pipeline(seed_queries)\n", + "await save_generation_results(results, args)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Saving results: 55 results [01:02, 1.13s/ results]\n" + ] + } + ], + "source": [ + "with jsonlines.open(\"data/training_data/generated_queries_v2_large.jsonl\", \"r\") as reader:\n", + " with jsonlines.open(\"data/training_data/generated_queries_v2_large_filtered.jsonl\", \"w\") as writer:\n", + " for r in reader:\n", + " if r[\"question\"] in question_set or r[\"sql\"] in sql_set:\n", + " continue\n", + " question_set.add(r[\"question\"])\n", + " sql_set.add(r[\"sql\"])\n", + " \n", + " if any(c(r['question'], r['sql']) for c in filter_conditions):\n", + " continue\n", + "\n", + " sql = training_semicolon(r['sql'])\n", + " writer.write(\n", + " {\n", + " \"question\": r[\"question\"],\n", + " \"sql\": sql,\n", + " }\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "limit = 10\n", + "with jsonlines.open(\"data/training_data/generated_queries_v2_large_filtered.jsonl\", \"r\") as reader:\n", + " for i, r in enumerate(reader):\n", + " print(f\"===================== {i+1} ======================\")\n", + " print(r['question']) \n", + " print(r['sql'])\n", + " df = pd.read_sql(r['sql'], con=engine)\n", + " print(tabulate(df, headers='keys', tablefmt='sqlite'))\n", + " limit -= 1\n", + " if limit < 0: # Remove this limit if you'd like to pretty print all the data\n", + " break" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Uploading data....\n", + "Upload to blob completed for data.\n", + "Data pairs uploaded to blob.\n", + "\n", + "Your dataset id is: cda99c9fe2b91b181c556558ca6845da8fd678d8cfc38b7af25fc35060d8c5c8 . Consider using this in the future to train using the same data. \n", + "Eg: llm.train(dataset_id='cda99c9fe2b91b181c556558ca6845da8fd678d8cfc38b7af25fc35060d8c5c8')\n", + "Training job submitted! Check status of job 7520 here: https://app.lamini.ai/train/7520\n" + ] + }, + { + "data": { + "text/plain": [ + "{'job_id': 7520,\n", + " 'status': 'SCHEDULED',\n", + " 'dataset_id': 'cda99c9fe2b91b181c556558ca6845da8fd678d8cfc38b7af25fc35060d8c5c8'}" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "args = Args(training_file_name=\"archive/generated_queries_v2_large_filtered_cleaned.jsonl\")\n", + "llm = lamini.Lamini(model_name=\"meta-llama/Meta-Llama-3-8B-Instruct\")\n", + "\n", + "dataset = get_dataset(args, make_question)\n", + "finetune_args = get_default_finetune_args()\n", + "\n", + "# Uncomment to train\n", + "# llm.train(\n", + "# data_or_dataset_id=dataset,\n", + "# finetune_args=finetune_args,\n", + "# is_public=True, # For sharing\n", + "# )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Evaluate the tuned Llama 3 (again)\n", + "\n", + "Now that you've tuned another model, you can finally check and see how your tuning impacted the quality of the SQL output—and compare it quantitatively." + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Saving results: 40 results [00:25, 1.57 results/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total results: 40\n", + "Total size of eval dataset: 40\n", + "Percent Valid SQL Syntax: 100.0\n", + "Percent Correct SQL Query: 95.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "# You can replace sql_model_name with your model_id when it's ready!\n", + "args = Args(sql_model_name=\"3f7e740c0ea2227631a30d293b51564ad1b80727c3768a3b136fbae93170c1e2\", gold_file_name='gold-test-set-v2.jsonl')\n", + "dataset = load_gold_dataset(args)\n", + "results = await run_eval(dataset, args)\n", + "save_eval_results(results, args)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You've improved accuracy from 30% to 95% for valid SQL query accuracy by tuning Llama 3! Amazing.\n", + "\n", + "

Lessons

\n", + "\n", + "As a realistic overlay, here are details on what it took to create this notebook:\n", + "1. Multiple automated and manual filtering and editing passes over the tuning data\n", + "2. Iterated on the Gold Dataset by adding datapoints you want the model to have coverage over\n", + "3. Many tuning jobs (30+) on different iterations of the tuning data\n", + "4. Evaluation pipeline construction and prompt-engineering — to have robust evaluation\n", + "5. Error analysis by reading the errors and determining if it's an error in our evaluation pipeline or a model error\n", + "\n", + "All this to say - Lamini Memory Tuning is a highly iterative process, don't be discouraged if it doesn't work the first time! Trust that incremental progress can be made and codified by storing training datasets.\n", + "\n", + "Keep in mind that you can always improve the model - even the archived datasets we hand filtered can be improved for further performance. Time box the process and don't hesitate to move on to the next step!\n", + "\n", + "Shipping the model in production can often gather better feedback and datapoints to incorporate into the next tuning iteration—this makes gathering data more of an automated and you can get data that your users care about but that you wouldn't have thought of in a vacuum. To make it less daunting, \"shipping in production\" can even start with a limited release to 5 users.\n", + "\n", + "Stay tuned for a follow on notebook where we explore How to build a SQL LLM on Lamini using Llama 3!\n", + "\n", + "[Contact us at Lamini](https://www.lamini.ai/contact) to learn even better techniques for building highly accurate LLM models, as well as running this all in your own VPC or on-premise environments.\n", + "\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/nba_roster.db b/recipes/3p_integrations/lamini/text2sql_memory_tuning/nba_roster.db new file mode 100644 index 000000000..9ea4e20c3 Binary files /dev/null and b/recipes/3p_integrations/lamini/text2sql_memory_tuning/nba_roster.db differ diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/get_default_finetune_args.py b/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/get_default_finetune_args.py new file mode 100644 index 000000000..6cddb41a6 --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/get_default_finetune_args.py @@ -0,0 +1,8 @@ +def get_default_finetune_args(): + return { + "learning_rate": 3e-4, + "max_steps": 360, + "early_stopping": False, + "load_best_model_at_end": False, + "peft_args": {"r_value": 32}, + } diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/get_rubric.py b/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/get_rubric.py new file mode 100644 index 000000000..ed3bf93ef --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/get_rubric.py @@ -0,0 +1,15 @@ +def get_rubric(): + prompt = ( + "Read this scoring rubric carefully and follow the instructions precisely:\n" + ) + prompt += ( + "A score of 5 means that model's value is the same as the gold answer's id.\n" + ) + prompt += "A score of 4 means that the model's answer is the same or a paraphrase of the gold answer, but the value may not be an exact match.\n" + prompt += "A score of 3 means that the model's answer is similar as the gold answer's description, but the value may be wrong. Both answers may indicate that revenue is increased but the gold says 12 percent and the model say 50 million USD.\n" + prompt += "A score of 2 means that the model's answer is not similar to the gold answer, but the answer is plausible.\n" + prompt += "A score of 1 means that the model's answer is not similar to the gold answer, and the answer doesn't make sense.\n" + + prompt += "Assign a 5 for a correct value even if other fields are missing.\n" + + return prompt diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/get_schema.py b/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/get_schema.py new file mode 100644 index 000000000..fd4a10892 --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/get_schema.py @@ -0,0 +1,12 @@ +def get_schema(): + return """\ +0|Team|TEXT eg. "Toronto Raptors" +1|NAME|TEXT eg. "Otto Porter Jr." +2|Jersey|TEXT eg. "0" and when null has a value "NA" +3|POS|TEXT eg. "PF" +4|AGE|INT eg. "22" in years +5|HT|TEXT eg. `6' 7"` or `6' 10"` +6|WT|TEXT eg. "232 lbs" +7|COLLEGE|TEXT eg. "Michigan" and when null has a value "--" +8|SALARY|TEXT eg. "$9,945,830" and when null has a value "--" +""" diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/load_dataset.py b/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/load_dataset.py new file mode 100644 index 000000000..705c82e94 --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/load_dataset.py @@ -0,0 +1,24 @@ +import jsonlines + +from util.make_llama_3_prompt import make_llama_3_prompt + + +def load_training_data(args, make_question): + path = f"data/training_data/{args.training_file_name}" + + limit = 1000 + + with jsonlines.open(path) as reader: + for index, obj in enumerate(reversed(list(reader))): + if index >= limit: + break + + yield { + "input": make_llama_3_prompt(**make_question(obj)), + "output": obj["sql"] + "<|eot_id|>", + } + + +def get_dataset(args, make_question): + dataset = list(load_training_data(args, make_question)) + return dataset diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/make_llama_3_prompt.py b/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/make_llama_3_prompt.py new file mode 100644 index 000000000..b446d740c --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/make_llama_3_prompt.py @@ -0,0 +1,7 @@ +def make_llama_3_prompt(user, system=""): + system_prompt = "" + if system != "": + system_prompt = ( + f"<|start_header_id|>system<|end_header_id|>\n\n{system}<|eot_id|>" + ) + return f"<|begin_of_text|>{system_prompt}<|start_header_id|>user<|end_header_id|>\n\n{user}<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\n" diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/parse_arguments.py b/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/parse_arguments.py new file mode 100644 index 000000000..ca8d8e44b --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/parse_arguments.py @@ -0,0 +1,40 @@ +from argparse import ArgumentParser + + +def parse_arguments(): + parser = ArgumentParser() + + # The max number of examples to evaluate + parser.add_argument( + "--max-examples", + type=int, + default=100, + help="The max number of examples to evaluate", + required=False, + ) + + parser.add_argument( + "--sql-model-name", + type=str, + default="meta-llama/Meta-Llama-3-8B-Instruct", + help="The model to use for text2sql", + required=False, + ) + + parser.add_argument( + "--gold-file-name", + type=str, + default="gold-test-set.jsonl", + help="The gold dataset to use as seed", + required=False, + ) + + parser.add_argument( + "--training-file-name", + type=str, + default="generated_queries.jsonl", + help="The training dataset", + required=False, + ) + + return parser.parse_args() diff --git a/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/setup_logging.py b/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/setup_logging.py new file mode 100644 index 000000000..404ebf536 --- /dev/null +++ b/recipes/3p_integrations/lamini/text2sql_memory_tuning/util/setup_logging.py @@ -0,0 +1,13 @@ +import logging + + +def setup_logging(): + # Remove all handlers associated with the root logger object. + for handler in logging.root.handlers[:]: + logging.root.removeHandler(handler) + + logging.basicConfig( + level=logging.WARNING, + format="%(asctime)s [%(levelname)s] %(message)s", + handlers=[logging.StreamHandler()], + )