Table descriptions
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| nameTEXT | titleTEXT | descriptionTEXT |
|---|---|---|
| conformal_bins | Conformal interval table | Split-conformal offsets per calibration bin: global symmetric, Mondrian by predicted decile, and Mondrian by pickup borough x predicted bin, at 80%, 90% and 95%. |
| conformal_coverage | Conformal coverage | Empirical coverage of each conformal method on held-out trips, overall and by bin, borough and hour, with mean interval width (lower end clipped at 0) and a 95% interval from a bootstrap that resamples whole test days (B = 2,000, seed 20190101). |
| conformal_coverage_daily | Conformal coverage per test day | Trips and covered trips per test day for each scheme, method and level: the units the coverage bootstrap resamples. |
| effects_daily | Daily duration index | Per day: trips, mean minutes and the composition-adjusted duration index (mean log of minutes / route-hour median), with weather, events and collisions. |
| effects_borough_daily | Borough-day duration index | Per pickup borough and day: trips, the duration index, permitted events and collisions in that borough. |
| dq_rules | Data-quality rules | Every 2021 cleaning rule with its reason, rows removed in sequence, rows failing it on its own and rows failing only it. |
| dq_rule_values | Offending values per rule | The most common values each cleaning rule removes. |
| dq_missing | Missing values by source file | Missing values per column in each monthly TLC file of 2019. |
| dq_january | January missing surcharge | Rows and missing congestion surcharges per pickup day in the January 2019 file. |
| dq_residual_checks | Residual plausibility checks | Implausible records the 2021 rules let through, counted on the final analysis dataset by vendor (reported, not removed). |
| dq_surcharge_by_month | Congestion surcharge convention | Per month and vendor: trips whose total leaves out the recorded congestion surcharge. |