Simply animate your ggplot2 graphs by utilizing one function

How to use Python and SerpAPI to query Google search results

One of the challenges in any data/analytics role is presenting your results in a way that clearly and simply communicates your findings. Sometimes a bar chart or scatter plot may not be enough and you need to get a little creative. In this example I am going to show you how to create a one month heatmap calendar chart using the calendR package.

How to create an interactive graph from your ggplot2 graph

This is an interactive version of a scatter plot that allows you to easily see all of the data. All you need to do is hover over each data point to see the associated values. Interact with the legend to focus in on regions you would like to see!