The Best Practices for Categorical Encoding in Python with Pandas

How to Apply Conditions on Rows with the Same ID in Pandas DataFrames

Based on your detailed breakdown, here's a revised version of the code that incorporates all the steps:

Correcting Data Merging and Pivoting Errors in Pandas DataFrame with Example Code

Creating a Single DataFrame from Multiple CSV Files in Python: A Correct Approach

Splitting Strings into Multiple Columns Based on Character Length Using Regular Expressions in Python

Replacing Values in a Pandas Series with Case-Insensitive Approach Using str.lower() and replace() Functions

Reading Time Series Data from CSV Format Sent to AWS Lambda through API Gateway Using StringIO and Pandas.

Converting Long Series into DataFrames Based on Specific Keys in Pandas

Applying Value Counts on DataFrame Elements: A Comprehensive Guide