π Live Demo: csv-analyser-tool.streamlit.app
This is a Python & Streamlit-based CSV Analysis & Preprocessing Tool that allows users to:
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Upload CSV files π
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Perform basic data analysis (head, tail, summary, missing values)
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Apply preprocessing techniques (handle missing values, scale data)
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Generate visualizations π
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Download the processed dataset π½
- Basic Analysis: View dataset info, summary, and missing values
- Preprocessing: Handle missing values, normalize or standardize data
- Visualization: Generate appropriate charts for numeric and categorical data
- Download Processed Data: Save the modified dataset
1οΈβ£ Clone the repo:
git clone https://github.com/Mugilan1309/CSV_Analyzer
cd csv-analyser-tool
2οΈβ£ Install dependencies:
pip install -r requirements.txt
3οΈβ£ Run the app:
streamlit run app.py
Python π Streamlit π Pandas, NumPy, Matplotlib, Scikit-Learn for data analysis
Add support for additional file formats More advanced visualizations
Feel free to fork and contribute!