data-analysis

Overview Perform data analysis tasks using Python with pandas and numpy libraries. This skill can read CSV files, perform statistical analysis, generate summaries, and create visualizations. Input data files are typically exposed under `work/inputs/` or can be generated by other skills. Examples 1) Analyze a CSV file and generate basic statistics Command: python3 scripts/analyze_csv.py \ work/inputs/data.csv \ out/analysis_report.txt 2) Calculate descriptive statistics for numeric columns Command: python3 scripts/describe_data.py \ work/inputs/sales.csv \ out/sales_stats.txt 3) Generate a data summary report Command: python3 scripts/summarize_data.py \ work/inputs/dataset.csv \ out/dataset_summary.txt Output Files - out/analysis_report.txt - out/sales_stats.txt - out/dataset_summary.txt