PandasAI
NewFree📊 Data & Analytics
Conversational data analysis tool that lets you query your data using natural language questions, automatically generating the corresponding Python or SQL code to produce answers and visualizations. It is a game-changer for analysts and business users who want to explore data without wrestling with syntax, making advanced analytics accessible to non-programmers.
Getting Started with PandasAI
Step-by-step setup guide
- 1Ensure Python 3.8+ is installed, then run: pip install pandasai
- 2In your Python script: from pandasai import SmartDataframe
- 3Load data: df = SmartDataframe('data.csv', config={'llm': llm_config})
- 4Ask questions in natural language: df.chat('Which month had the highest sales?')
- 5You can also use the CLI: pandasai chat to enter interactive mode.
Key Features
What PandasAI offers
Natural Language Data Analysis
Ask data questions in plain English — AI automatically generates and executes the corresponding Python/pandas code.
Multiple Data Sources
Supports CSV, Excel, SQL databases, Parquet, Snowflake, and many other data source formats.
Auto Chart Generation
Ask 'show me a monthly sales trend chart' — AI selects the best chart type and generates the visualization.
Multi-LLM Support
Works with OpenAI, Anthropic, Hugging Face, and local models — flexible for different data analysis needs.