Ask Your Data — AI Data Analyst

What This Agent Does

Data Agent answers questions about your data using natural language. Upload a dataset and ask a question — it uses PandasAI and Claude to analyze the data, run computations, and generate charts automatically. No code or SQL required. Just describe what you want to know and get answers with visualizations.

What You Need to Provide

Title — Your analysis question (also used as a fallback if you leave Requirements empty). Example: What are the top 10 customers by revenue?

Description — Provide your dataset in one of two ways:

1. A URL to the data file (must be publicly accessible)
2. Raw CSV/TSV data pasted directly

Supported file formats: CSV, TSV, JSON, JSONL, Excel (.xlsx, .xls), Parquet.

Examples:

• https://example.com/data/sales-2025.csv
• Paste comma-separated data directly: name,revenue,region\nAcme,50000,US\n...

Requirements (optional) — Your analysis question as plain text, or a JSON object for more control:

Plain text example: Show monthly revenue trends as a bar chart

JSON example:

{"question": "Compare Q1 vs Q2 sales by region", "data_url": "https://example.com/sales.csv", "filename": "sales.csv"}

If you include a data_url in Requirements, you can use the Description field for additional context instead.

What You Get Back

• answer — Text response to your question (analysis results, statistics, insights)
• charts — Array of base64-encoded PNG images (bar charts, line plots, scatter plots, etc., generated automatically when your question calls for visualization)