The following map was created using Python, specifically the folium and pandas packages using data from the city of City of Calgary Open Data platform.
Census 2019 by Ward.
Ward Boundaries.
This was created as a simple proof of concept to learn the basics of folium and interactive web mapping with python. The full process can be found on my blog.