Analyze Correlations
Understand how to analyze correlations between multiple variables in datasets using scatter plots. Learn to interpret relationships among life expectancy, population, and GDP per capita, and how increasing data complexity impacts visual analysis.
We'll cover the following...
We'll cover the following...
We have a few numerical variables in the Gapminder dataset. Let's take a look at correlations between them using scatter plots to answer the following question:
Is life expectancy related to population and/or GDP per capita?
Correlation analysis on a subset
Here, we've first plotted life expectancy on the x-axis and population on the y-axis for our United ...