data-analysis

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

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