Pandas: How to Sum Groups from HTML Tables

What will we cover in this tutorial? Step 1: Collect the data from the table Pandas is an amazing library with a lot of useful data analysis functionality right out of the box. First step in any data analysis is to collect the data. In this tutorial we will collect the data from wikipedia’s page … Read more

Master Data Correlation with Pandas DataFrame in 3 Easy Steps

What will we cover in this tutorial? Step 1: Get the data you want to correlate As an example, let’s assume you get the idea that there might be a correlation between GDP per capita, Social Progress Index (SPI), and Human Development Index (HDI), but is not sure whether SPI or HDI is closets correlated … Read more

How to Create Choropleth Maps with Evenly Distributed Colors in 3 Easy Steps

What will we cover in the tutorial Step 1: Understand the issue In this example we have used the divorce rates in reported in various countries on wikipedia’s page of Divorce Demography At first inspection on the wikipedia page you get an idea of what the problem is. The divorce rate in Denmark is too … Read more