BitsxLaMarato - Fem visible l'invisible

Prediction of pollution in Terrassa
Prediction of pollution in Catalonia
In red, radars, and in blue, roads in Catalonia

Inspiration

We found this project the most interesting way to challenge our knowledge and learn new skills.

What it does

Our code predicts the N02 concentration in Catalonia thanks to data provided by BSC.

How we built it

We used a jupyter notebook and diverse Python libraries such as numpy, pandas, geopandas, and scipy for data adquisition and prediction, and matplotlib for plotting.

Challenges we ran into

This was our first time working with such amounts of data and so many libraries, so it was all a big challenge. Especially on the data adquisition part, as we had huge amount of data and we lost a lot of time just searching through the data to see what would be useful.

Accomplishments that we're proud of

We're both very proud of our visualizations and the fact that we scored on the kaggle.

What we learned

We learned a lot, specially with the use of new libraries and data adquisition. We also learned how to organize ourselves for a project this big, as it was a first for both of us.