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lh audits linear correlated with cwv
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sql/2021/performance/lighthouse_audits_corr_with_cwv.sql
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,158 @@ | ||
| # standardSQL | ||
| # Correlation between various lighthouse audits and core web vitals | ||
|
|
||
| SELECT | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.first-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.server-response-time.numericValue') AS FLOAT64)) AS first_contentful_paint_on_server_response_time_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.first-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.render-blocking-resources.numericValue') AS FLOAT64)) AS first_contentful_paint_on_render_blocking_resources_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.first-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.redirects.numericValue') AS FLOAT64)) AS first_contentful_paint_on_redirects_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.first-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.critical-request-chains.numericValue') AS FLOAT64)) AS first_contentful_paint_on_critical_request_chains_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.first-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.uses-text-compression.numericValue') AS FLOAT64)) AS first_contentful_paint_on_uses_text_compression_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.first-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.uses-rel-preconnect.numericValue') AS FLOAT64)) AS first_contentful_paint_on_uses_rel_preconnect_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.first-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.uses-rel-preload.numericValue') AS FLOAT64)) AS first_contentful_paint_on_uses_rel_preload_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.first-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.font-display.numericValue') AS FLOAT64)) AS first_contentful_paint_on_font_display_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.first-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.unminified-javascript.numericValue') AS FLOAT64)) AS first_contentful_paint_on_unminified_javascript_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.first-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.unminified-css.numericValue') AS FLOAT64)) AS first_contentful_paint_on_unminified_css_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.first-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.unused-css-rules.numericValue') AS FLOAT64)) AS first_contentful_paint_on_unused_css_rules_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.server-response-time.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_server_response_time_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.render-blocking-resources.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_render_blocking_resources_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.redirects.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_redirects_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.critical-request-chains.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_critical_request_chains_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.uses-text-compression.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_uses_text_compression_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.uses-rel-preconnect.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_uses_rel_preconnect_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.uses-rel-preload.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_uses_rel_preload_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.font-display.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_font_display_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.unminified-javascript.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_unminified_javascript_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.unminified-css.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_unminified_css_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.unused-css-rules.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_unused_css_rules_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint-element.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_largest_contentful_paint_element_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.preload-lcp-image.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_preload_lcp_image_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.unused-javascript.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_unused_javascript_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.efficient-animated-content.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_efficient_animated_content_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.largest-contentful-paint.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.total-byte-weight.numericValue') AS FLOAT64)) AS largest_contentful_paint_on_total_byte_weight_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.total-blocking-time.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.long-tasks.numericValue') AS FLOAT64)) AS total_blocking_time_on_long_tasks_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.total-blocking-time.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.third-party-summary.numericValue') AS FLOAT64)) AS total_blocking_time_on_third_party_summary_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.total-blocking-time.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.third-party-facades.numericValue') AS FLOAT64)) AS total_blocking_time_on_third_party_facades_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.total-blocking-time.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.bootup-time.numericValue') AS FLOAT64)) AS total_blocking_time_on_bootup_time_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.total-blocking-time.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.mainthread-work-breakdown.numericValue') AS FLOAT64)) AS total_blocking_time_on_mainthread_work_breakdown_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.total-blocking-time.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.dom-size.numericValue') AS FLOAT64)) AS total_blocking_time_on_dom_size_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.total-blocking-time.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.duplicated-javascript.numericValue') AS FLOAT64)) AS total_blocking_time_on_duplicated_javascript_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.total-blocking-time.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.legacy-javascript.numericValue') AS FLOAT64)) AS total_blocking_time_on_legacy_javascript_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.cumulative-layout-shift.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.layout-shift-elements.numericValue') AS FLOAT64)) AS cumulative_layout_shift_on_layout_shift_elements_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.cumulative-layout-shift.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.non-composited-animations.numericValue') AS FLOAT64)) AS cumulative_layout_shift_on_non_composited_animations_score, | ||
| CORR(CAST(JSON_QUERY(report, | ||
| '$.audits.cumulative-layout-shift.numericValue') AS FLOAT64), | ||
| CAST(JSON_QUERY(report, | ||
| '$.audits.unsized-images.numericValue') AS FLOAT64)) AS cumulative_layout_shift_on_unsized_images_score | ||
| FROM | ||
| `httparchive.sample_data.lighthouse_mobile_10k` |
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