Data Analysis

Python-based data analysis tools using pandas and numpy for data processing and visualization.

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File contents

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

trpc-group/trpc-agent-python/tree/main/examples/skills/skills/data_analysis commit a90e1a4d46

Frequently asked questions

npx skillmds@latest add trpc-group/data-analysis