BEFORE (RAW DATA)

AFTER (CLEANED DATA) 

BEFORE (RAW DATA)

AFTER (CLEANED DATA) 

BEFORE (RAW DATA)

AFTER (CLEANED DATA) 

BEFORE (RAW DATA)

The data has not been sorted or filtered, making analysis more difficult.

AFTER (CLEANED DATA)

Converted unstructured customer records into a consistent, accurate, and easy-to-analyze spreadsheet.

- Organized and validated data for improved accuracy and efficiency.

- Applied sorting and filtering techniques to improve data accessibility.

- Applied consistent font styles and color formatting to highlight important information and improve readability.