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Analyzing Urban Crime Patterns in London: SEDUC Project Insights

This report delves into the relationship between socio-environmental factors and street crime in London's Thames Gateway area, focusing on neighborhoods such as Barking, Dagenham, Tower Hamlets, and Newham. Utilizing advanced statistical models like multiple regression and decision trees, we analyze crime hotspots, average weighted distances, and time-specific trends related to town centers, pubs, and bars. This confidential data aims to identify underlying correlations and inform urban planning to mitigate crime and improve community safety.

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Analyzing Urban Crime Patterns in London: SEDUC Project Insights

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  1. Barking & Dagenham Tower Hamlets Newham Project SEDUC Data

  2. Project SEDUC Codes

  3. Project SEDUC Study Area

  4. Project SEDUC ASB Data Points

  5. Little Heath Valence Circle Forest Gate Becontree East Ham Bethnal Green Upton Park Stepney Poplar Wapping Project SEDUC Hotspots

  6. Project SEDUC ...in relation to Town Centres

  7. Project SEDUC ...in relation to Pubs and Bars

  8. Project SEDUC ...at different times of day

  9. Project SEDUC Street crime in the London Thames Gateway from point data (confidential) to small area rates that cannot be reverse engineered

  10. Project SEDUC Variables

  11. Project SEDUC Average weighted distance

  12. Project SEDUC Correlations Correlationwith Street Crime(rate per km, by OA)

  13. Project SEDUC Factor Analysis

  14. Project SEDUC Multiple regression model

  15. Project SEDUC Hotspot Residuals

  16. Project SEDUC Decision Trees

  17. Project SEDUC Socio-Environmental Degradation and Urban Configuration Discussion

  18. Project SEDUC Hotspots

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