Tutorial: heatwave and ER visits¶

This is the medicine / public-health demo.

Heatwave health share card

Run it¶

python -m tscfbench demo heatwave-health

Question¶

How many excess ER visits appeared during the heatwave window compared with a counterfactual path?

What this writes¶

impact_metrics.json
impact_report.md
impact_prediction_frame.csv
treated-vs-counterfactual PNG/SVG
cumulative-impact PNG/SVG
share-card PNG/SVG

Why this tutorial exists¶

It shows that the package is not only for policy case studies or GitHub/crypto demos. It can also package a hospital-style time-series event study in a way clinicians and public-health researchers can read.

Typical real-data upgrade¶

Pair a hospital admissions series with weather covariates or neighboring-city utilization controls, then re-run the same CLI path with your own CSV.