home/categories/debugging/upsonic-upsonic-src-upsonic-skills-builtins-data-analysis-skill-md
debuggingtools

data-analysis

Analyze, explore, clean, and visualize datasets with statistical rigor. Use when user asks to analyze data, find patterns, compute statistics, create visualizations, clean messy data, or explore a dataset. Trigger when user says things like "analyze this data", "what trends do you see", "find patterns in", "create a chart", "clean this dataset", "run statistics on", "what does this data tell us", or provides CSV/Excel/JSON data for exploration. Also trigger for A/B test analysis, cohort analysis, and data quality assessments. Do NOT trigger for simple data format conversions, database query writing without analysis, or ETL pipeline design.

Upsonic
maintainer
Upsonic
更新日 3/17/2026
スター
7822
フォーク
725
quick start

Installation and usage

Analyze, explore, clean, and visualize datasets with statistical rigor. Use when user asks to analyze data, find patterns, compute statistics, create visualizations, clean messy data, or explore a dataset. Trigger when user says things like "analyze this data", "what trends do you see", "find patterns in", "create a chart", "clean this dataset", "run statistics on", "what does this data tell us", or provides CSV/Excel/JSON data for exploration. Also trigger for A/B test analysis, cohort analysis, and data quality assessments. Do NOT trigger for simple data format conversions, database query writing without analysis, or ETL pipeline design.

インストール
$ install --globalskills.sh
使い方

インストール後、ターミナルで以下のコマンドを実行してこのスキルを使用できます:

skills use data-analysis