About PandasAI
PandasAI is a Python library that integrates Generative AI into pandas, making data analysis conversational. It allows users to interact with data frames easily using natural language. PandasAI is designed to be used in conjunction with pandas, and is not a replacement for it.
How to Use
Install the library using pip, instantiate a language model (LLM) like OpenAI, create a SmartDataframe with your pandas DataFrame and the LLM, and then use the chat function to ask questions in natural language.
Key Features
- Conversational data analysis using natural language
- Integration with pandas DataFrames
- Chart generation
- Multiple DataFrame support
- Data cleaning and feature engineering shortcuts
Use Cases
- Asking questions about data in natural language
- Generating charts and visualizations
- Cleaning and preparing data
- Analyzing relationships between multiple DataFrames
FAQ
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Key Features
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