Data Analysis

Overview

Analyze tabular data from CSV, Excel, or other structured formats. Generate summary statistics, discover patterns, answer specific questions, and produce visualizations. Uses Python with pandas for data manipulation and matplotlib/seaborn for charts.

Instructions

When a user asks you to analyze data, follow this process:

Step 1: Verify dependencies

Ensure required Python packages are available:

python3 -c "import pandas; import matplotlib; import seaborn; print('All packages available')" 2>/dev/null || \
  pip install pandas matplotlib seaborn openpyxl