This repository contains jupyter notebooks which explore Allegheny County 911 EMS Dispatches data using Plotly, seaborn and Mapbox.
There are four jupyter notebooks:
- data_preprocessing.ipynb
- data_preprocessing-EMS-population.ipynb
- data-visualization-seaborn.ipynb
- data-visualization-plotly.ipynb
- plotly_map_plot.ipynb
All of these notebooks can be opened and run at Google Colaboratory 
Clean up the data and fill missing values.
EMS-dispatches data only contains such as city name and GEOID but does not include the population. Therefore, the population for each sub-counties of Allegheny is extracted from US Census.
This notebook is a walk-through tutorial on an exploratory analysis of EMS dispatches data using Pandas and visualizing with seaborn.
This notebook takes advantages of Plotly for its interacitve and publication-quality graphs to visualize EMS dispatches data.
A tutorial on how to use Plotly to plot an interactive choropleth map by layering with Mapbox. To use Mapbox, a free regestration is required to obtain a token.
