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  • Spatio-Temporal and Causal Analysis of Road Traffic Accidents in NYC

    This task analysed relation between traffic incidents in the New York City (NYC) and road network. The objective was to detect patterns that would show us potentially dangerous situations, that in the road network exist.

    Two datasets were used for this. Motor Vehicle Collisions - Crashes dataset from NYC authority provided …

    August 13, 2025
     · 7 min read
     · Tomáš Hána
  • Cluster analysis of poor restaurants and public health cases on example of New York City

    In this task, I modeled a relationship between restaurants violations and public health cases in the New York City (NYC) neighbourhoods. The objective was to find out relation between datasets, detect neighbourhoods with poor food related health conditions and possibly to find other effects that are result of the processed …

    June 30, 2025
     · 5 min read
     · Tomáš Hána
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