clifflolo / gspread-pandas

Supercharge Your Data Analytics with gspread and Pandas

This project demonstrates how to use gspread and Pandas to manage data in Google Sheets. With this duo, you can easily read and write data, as well as analyze and manipulate data in Google Sheets, just like you would with any other data analysis tool.

This project is based on an article I wrote on medium. I advise you read the medium article before checking out this repo to get the bigger picture. I talk about how to install gspread and configure it for it to work.

Below are the inks to the articles:

• Supercharge Your Data Analytics with gspread and Pandas: A Hands-On Tutorial (Part 1)

• Supercharge Your Data Analytics with gspread and Pandas: A Hands-On Tutorial (Part 2)

The repo includes a Python script that connects to a Google Sheet, reads the data into a Pandas dataframe, and performs some basic data analysis.

Link to google sheet I used for this demo:

• Products Data

Insights

Best selling product

Most popular city

Dependencies

• Python
• Pandas
• matplotlib
• seaborn
• gspread

Install dependencies via pip:

• pip install -r requirements.txt

References

• gspread documentation
• Pandas documentation