walmart-employee-reviews

Description
This dataset was scraped from indeed under the employee review section. Every page from 8.11.2023 to the very first review posted was scraped.

Modifications to Data

• Some reviews removed due to no reviews or ratings given
• Reviews with no title were named "No Title"
• Reviews where info could not break cleanly on a ' - ' were removed. < 1200 reviews met this criteria. Info included the Position, Location, and Date posted. Since this info seems to be manually typed if the '-' could not break these 3 sections up cleanly it was because of errors in formatting and could not be cleaned effectively.
• Removed Duplicates

An estimated 10,000 rows removed from original dataset overall.