state-data-onboarding

Onboarding new state crash data requires aligning schemas, building normalizers, and configuring registries. This skill provides a repeatable workflow to automate these tasks and reduce manual integration effort.

Normalizing crash data to a standard schema involves developing and registering normalizer classes that map values to a baseline. This skill uses a Virginia-standard normalization pipeline to ensure consistent data alignment across jurisdictions.

Handling a crash data schema change requires updating value mappings and normalizer logic to match the new format. This skill supports evolving data sources by allowing you to modify normalizers and maintain pipeline alignment.

Automating crash data downloads from ArcGIS or Socrata requires creating and managing download scripts. This skill enables automated, repeatable ingestion across jurisdictions by configuring these scripts within the data registry.

Validating crash data onboarding ensures frontend filters and reports behave as expected. This skill provides comprehensive onboarding documentation and validation steps to verify that the normalized data supports accurate reporting.

A data registry is needed to enable automated, repeatable ingestion across multiple jurisdictions. This skill configures the registry alongside download workflows to manage diverse state data sources systematically.