CSV Data Summarizer

What This Skill Does

Analyze CSV files with summary statistics, data profiling, and quick visualizations using Python and pandas.

Capabilities

• Statistical Summary — Generate descriptive statistics for all columns
• Data Profiling — Detect types, missing values, and distributions
• Quick Visualizations — Plot charts and graphs from your data
• Insight Extraction — Highlight key patterns and anomalies

How It Works

1. Provide a CSV file to analyze
2. The skill runs pandas analysis and profiling
3. Summary statistics and visualizations are generated
4. Key insights are highlighted in plain English

Example Usage

"Summarize this sales data CSV"
"Show me the distribution of values in column X"
"Find anomalies in this dataset"