Airbnb locations map in Amsterdam

Wrangling a dataset with numpy and creating an app in Streamlit

December 10, 2022 · 1 min read

Based on a dataset of Airbnb locations in Amsterdam and its coordonates, I calculated the distance to a touristical attraction (my favourite spot in Amsterdam: Leidseplein).

First I uploaded the cvs datafile into a Google Colab document. Then I used numpy library to change the currency, update prices as per inflation and calculate the distance between the locations and my favourite spot.

Finally, I deployed an app with Streamlit, which includes the interactive version of the map below. The app can be seen here

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