The goal is to explore, visualize, and analyze U.S. presidential election participation data.
The jupyter notebook available here.

The goal is to create the boundaries of the Finnish hospital districts.
The jupyter notebook available here.
The map available here.

The goal is to Gain a deeper understanding of spatial data analysis by participating in Esri's MOOC course here.
The certificate available here.

The goal is to tackle essential imagery workflows using the latest ArcGIS desktop and cloud-based apps by participating in Esri's MOOC course here.
The certificate available here.

The goal is to symbolize the variety of institutions in each county in the state of Massachusetts using pie charts.
The jupyter notebook available here.
The map available here.

The goal is to creating a Python script to automate ArcGIS geoprocessing tasks.
The jupyter notebook available here.

The goal is to geocode some addresses in Helsinki Region and make spatial join.
The jupyter notebook available here.
The map available here.

The goal is to count the road intersections per postal code in Helsinki Region.
The jupyter notebook available here.
The map available here.

the goal is to make a map of U.S. state of Massachusetts by participating in Esri's MOOC course (Cartography).
The map available here.

The goal is to plot an interactive map of employment rates across Finnish sub-regions.
The jupyter notebook available here.
The map available here.