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CityofToronto / bdit_volumes

Traffic Volumes Modelling Project
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Create automated QC check function for counts #27

Open jwrcoleman opened 7 years ago

jwrcoleman commented 7 years ago

Create an automated function which identifies count anomalies based on a series of checks:

  1. Missing time bins
  2. Total daily volume vs. expected daily volume (based on road classification)
  3. Total daily volume vs. prior (benchmarked) daily volumes using previous counts
  4. Other checks.. (TBD)
aharpalaniTO commented 7 years ago

Related to #26. To build live checks in future to process new data. Will test on historical datasets prior to implementation.

aharpalaniTO commented 7 years ago

Need to create formal report to do this. Not a priority atm.