K3N8HClient Retention Insights
Feed it a client roster CSV, get a churn chart and a plain-English write-up.
Takes a client roster CSV (program, status, start/end dates), computes churn rate and average tenure per program, and produces a chart plus a written summary of which program is retaining clients best.
Preview
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Real chart generated by running the script against the bundled sample-clients.csv.
What's included
- retention_insights.py + requirements.txt
- sample-clients.csv
- retention_chart.png (real generated chart)
- example-insights.md (real generated write-up)
- README.md with stated input/output limits
See example-insights.md and retention_chart.png — both generated by actually running retention_insights.py against sample-clients.csv.
License & pricing
Personal License
$35
For your own use on a single project. No resale or redistribution.
Commercial License
$89
Use across client work or resell the output. No reselling the source files/template itself.
Data Analyst Bots — publishing standard
- Required deliverables: Sample dataset, Example output, Setup instructions, Stated input/output limits
- Disclaimer required
- README required
- Proof-it-runs evidence required
No fabricated capabilities. State real limits on input size/format and output types.
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