state-data-onboarding

What problem does it solve?

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

Core Features & Use Cases

• Onboard new state crash data into the CrashLens pipeline with consistent normalization to a Virginia-standard schema.
• Develop and register normalizers, update value mappings, and keep the pipeline aligned with evolving data sources such as ArcGIS, Socrata, or direct downloads.
• Create and manage download scripts and the data registry to enable automated, repeatable ingestion across jurisdictions.
• Provide comprehensive onboarding documentation and validation steps to ensure frontend filters and reports behave as expected.
• Use Case: adding a new state or handling a schema change when a state updates its crash data format.

Quick Start

Run the onboarding workflow to integrate a new state's crash data using the Virginia-standard normalization pipeline.