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# insight.py
import pandas as pd
res = df.groupby('seg')
Hello, I'm
Andrew
Turning messy data into clear dashboards, practical insights, and better decisions.
Insights
What Churn Models Miss When Teams Ignore Customer Timing
My Stack
I work across the full data stack — from querying raw databases to deploying predictive models and building executive dashboards.
Contact
Have a project in mind? I'd love to hear about it. Drop me a message and I'll get back to you within 24 hours.