/case/ - Case Studies

building case studies manually is a huge time sink when managing multiple accounts. i started using import pandas as pd to aggregate raw performance data into a clean, structured format for our quarterly reviews. this script parses our csv exports and flags any metrics that fall outside of the standard deviation.
>it turns hours of spreadsheet digging into a single automated step.
the result is much more consistent reporting across every client we support. it also prevents me from accidentally deleting rows in the master file ⚡