Evgeniy Shaykhitdinov

Data Analyst

Mapping Crime in CABA (2023): When and Where It Happens

  1. Static graphs – bar charts (Pandas, Matplotlib)
    1. Number of crimes by type
    2. Number of crimes by hour of the day
    3. Number of hurtos by hour of the day
    4. Number of robos by hour of the day
    5. Number of injuries by hour of the day
    6. Number of traffic-related incidents by hour of the day
    7. Number of amenazas by hour of the day
    8. Number of homicides by hour of the day
  2. Interactive maps (Folium, Shapely, Pandas)
    1. Distribution of Hurtos
    2. Map of Robos
    3. Map of Homicides
  3. Static Heatmaps (Seaborn, Matplotlib)
    1. Heatmap of non-violent theft
    2. Heatmap of violent theft
    3. Heatmap of Homicides
  4. Animated Heatmaps (Geopandas, Pandas, Seaborn, Matplotlib)
    1. Animated heatmap of non-violent theft by hour
    2. Animated heatmap of violent theft by hour
    3. Animated heatmap of non-violent theft during a week
    4. Animated heatmap of violent theft during a week
    5. Animated heatmap of non-violent theft for each month of 2023
    6. Animated heatmap of violent theft for each month of 2023