Python_export.xlsx <2025-2027>

: Raw data is often "dirty" (missing values, duplicates). Python scrubs the data and exports the "clean" version for stakeholders to view in Excel.

: What takes 3 hours in Excel (VLOOKUPs, pivot tables, manual cleaning) takes 3 seconds in Python. python_export.xlsx

: Code doesn't make "copy-paste" errors. If the logic is correct once, it stays correct every time you run the export. 4. Technical Snapshot : Raw data is often "dirty" (missing values, duplicates)

: Instead of manually copying data from a database, a script fetches the latest numbers and spits out a formatted python_export.xlsx every Monday morning. python_export.xlsx