Make pandas boxplots more readable by sorting. Plotting with pandas dataframes usually works well, and makes it easy explore and visualise data. With simple pandas code like this: you can easily make charts like this from your dataframes: Sort Pandas Boxplots The default pandas boxplot easy easy to use, but it can be more clear… Read More »
Data tables often come in a format that makes sense to the human who created the table, but that’s difficult for analysis. To make analysis easier we can reshape the data into a more computer-friendly form. Pandas is a python data analysis library and in this post I reshape pandas data with melt. A Reshape… Read More »
Have multiple versions of Python on the same system with Anaconda Python environments. It can be good to have multiple versions of python on the same system for testing, development, or just to use packages only available in Python 2.7. If you try to do a conventional install of multiple python versions, you will probably… Read More »
Marker clusters can be a good way to simply a map containing many markers. When the map is zoomed out nearby markers are combined together into a cluster, which is separated out when the map zoom level is closer. In this post I show you how Folium marker clusters are easy to set up and… Read More »
Using different map tiles can be a great way to change or improve the look of your map. This post shows you how to access Folium map tiles and switch between them. Folium Map Tiles Basic Code The basic code for changing the map tiles used by folium is to first add a specified tile… Read More »