Safer Streets @ Leeds

Articles, research, and tools chronicling our deliverables from the Safer Streets project.

Explore

• Blog

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  Progress updates, methodology notes, and write-ups of our research.

  Read the blog

• Notebooks

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  Interactive marimo notebooks exploring the data, rendered statically or in-browser via WASM.

  Browse notebooks

• Apps

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  Demos and tools for exploring crime concentration, from static browser apps to full backends.

  See the apps

Repositories

See the GitHub org page for instructions on getting set up for development.

• exploratory-data-analysis

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  Exploratory (public) data analysis.

  View repo

• safer-streets-tooling

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  Data tooling and ETL.

  View repo

• safer-streets-core

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  Common functionality: data extraction, database, geospatial analysis, statistical methods.

  View repo

• site

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  Sources for this site.

  View repo

Legacy apps and APIs

Deprecated

These app services were developed during phase 1, are incurring ongoing costs, and will be shut down in due course. See the Apps page for recent developments.

Crime Concentration Explorer Demo App

Geospatial crime data API (requires API key)