pandas-gpt 0.1.0

Power up your data science workflow with ChatGPT

pandas-gpt

Power up your data science workflow with ChatGPT.

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Installation

pip install git+https://github.com/rvanasa/pandas-gpt

Set the OPENAI_API_KEY environment variable to your OpenAI API key, or use the following code snippet:

import openai
openai.api_key = 'sk-**********'

Examples

Setup and usage examples are available in this Google Colab notebook.

import pandas as pd
import pandas_gpt

df = pd.DataFrame(...)

# Run Python code generated by ChatGPT
df.ask('do something with the dataset')

# Show additional output
df.ask('do something with the dataset', verbose=True)

# Print source code instead of running
df.ask.code('do something with the dataset')

Alternatives

• GitHub Copilot: General-purpose code completion (paid subscription)
• Sketch: AI-powered data summarization and code suggestions (works without an API key)

Disclaimer

Please note that the limitations of ChatGPT also apply to this library. I would recommend using pandas-gpt in a sandboxed environment such as Google Colab, Kaggle, or GitPod.