This is an interactive data visualization dashboard created using Python. It contains 3 tabs:
- Crime tab - A histogram displays the frequency of the crime type (selected by a user from the dropdown menu) will show across different wards.
- Social Investment tab - A histogram displays the frequency of the type of social capital investment (selected by a user from the dropdown menu) will show across different wards.
- Choropleth map - Visualizes the residual error from the multivariate regression of crime incidence on proxies of social investment at ward-level.
Below is a screenshot of the output from the dashboard.
- In the terminal bash, clone this project by typing the following command "git clone [email protected]:brinda1410/CAPP_122_Chicago_Crime_Dashboard.git"
- Run the command "source install.sh" in the terminal bash
- The install.sh will create a virtual environment and install the required packages.
- Once the packages are installed, it will open the application automatically.
- With the application open, there are 3 options: a) Option 1: Update the data by connecting with the Chicago Data Portal API. b) Option 2: Open the interactive dashboard. c) Option 3: Close the application.
- After closing the application, the virtual environment will be removed and the terminal will show a final message "Bye bye!".