Plotting Data on an Interactive Choropleth Map Using Python, GeoPandas, and Folium
Choropleth maps are a great way to visualize geo-spatial data, and luckily for us, there are several great packages to do this in Python. In this tutorial, I will be using Folium, but you can check out my high level analysis of the other options in the Appendix. import io import requests import zipfile import folium import geopandas as gpd import pandas as pd import seaborn as sns You can naivgate the various census TIGER files through the website: https://www.
What you are getting wrong about AB Testing
AB Testing and Experimental Design AB testing has become a staple of the internet today. Facebook’s mantra “move fast and break things” can be roughly translated as “run lots of AB tests”, and in my past experiences, data scientists and business analysts are routinely brought in to assess whether a new design is statistically better. In an era where fake news potentially represents a threat to global stability, it’s not surprising that the tech world has embraced the scientific method.