tirendazacademy/pandasai-tutorials

Tutorials for PandasAI

Learn PandasAI with Examples

Welcome to my PandasAI repo. This repo includes tutorials on how to use Pandas AI. Let me briefly explain this tool.

PandasAI is an amazing Python library that allows you to talk to your data. It helps you to explore, clean, and analyze your data using generative AI.

Features:

• Ask questions about your data in natural language.
• Generate plots to visualize your data.
• Clean datasets by addressing missing values.
• Enhance data quality through feature generation.
• Connect to various data sources like CSV, XLSX, PostgreSQL, MySQL, BigQuery, Databrick, Snowflake, etc.

To install PandasAI, run this command:

# Using poetry (recommended)
poetry add pandasai

# Using pip
pip install pandasai

🚀 My YouTube Videos (Python code walkthrough) 👇

• MySQL with PandasAI
• PandasAI Agent
• PandasAI with Llama-3
• Data visualization with PandasAI
• Build an app with PandasAI, Ollama and Streamlit
• Pandas with Groq API
• Data Analysis with PandasAI and Ollama
• Introduction to Pandas AI

🚀 Medium

• Meet PandasAI

🔗 Let's connect YouTube | Medium | X | Linkedin 😎

pandasai-tutorials's Issues

ImportError: cannot import name 'PandasAI' from 'pandasai'

error in Intro-to-PandasAI.ipynb

Problem, the created chart can display Chinese characters

Hello developer, I created a chart in ipynb, how to display Chinese characters?

wrong results with pandasai in pandasai.ipynb

df.chat("Which are the top 5 countries by population")

returns each time different WRONG results:

Top 5 countries by population:
          Country  Population
0        United States   339996563
1        China  1425671352
2        Germany    83294633
3        Turkey    85816199
4        Japan   123294513

Didn't support Python 3.12

If I use python 3.12. pip -r requirements.txt cmd will have error . But use 3.10 , it's work well.