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PandasAI is a Python library that adds Generative AI capabilities to pandas, the popular data analysis and manipulation tool. It is designed to be used in conjunction with pandas, and is not a replacement for it. PandasAI makes pandas (and all the most used data analyst libraries) conversational, allowing you to ask questions to your data in natural language. For example, you can ask PandasAI to find all the rows in a DataFrame where the value of a column is greater than 5, and it will return a DataFrame containing only those rows.
Features
- You can also ask PandasAI to draw graphs, clean data, impute missing values, and generate features
- PandasAI is designed to be easy to use, even if you are not familiar with generative AI or with pandas
- You can simply ask questions to your data in natural language, and PandasAI will generate the code to answer your question
- PandasAI can be used to perform a wide variety of tasks, including data exploration, analysis, visualization, cleaning, imputation, and feature engineering
- PandasAI works by using a generative AI model to generate Python code
- When you ask PandasAI a question, the model will first try to understand the question
Project Samples
Categories
Large Language Models (LLM)License
MIT LicenseFollow PandasAI
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