Map making Using Python and ArcGIS Pro

I have received two cartography tasks this year based in Latin America. In both cases, the data were not clean nor tidy, and owing to the multiple data cleaning functions (and online help and resources) within Pandas, I decided to do the wrangling there. Here, I show the final map of selected Latin America’s ONGs.

This map shows a particular type of organization in Abya Yala (LATAM). The map has been cut as it is waiting for official publishing. Colors were chosen with the wonderful tool Colorbrewer.

Here is a link to the Jupyter Notebook I used to do basic inspection, cleaning, and geocoding.