The coronavirus pandemic is changing everything. In this project I show how the AirBnb bookings in Madrid were affected by this world event.
In this blog post I explain the results in a non-technical way.
Madrid_exploratory is an unorganized notebook with loose ideas. The same goes for Barcelona and Hong Kong.
Madrid_analysis is the notebook with the organized analysis with explanatory comments and results. This is the file you should be looking for. Madrid_analysis_2019 have the same analysis for 2019 data.
The data is from here, the files are: calendar and listing for Madrid for two dates: March 17th and February 18th (click on show archived data).
In this web app you can find a comparision between 2019 and 2020 data.
In this project I conduct a descriptive analysis of the data sets using wrangling techniques, descriptive statistics and visualizations.
Libraries:
- Pandas
- Matplotlib
- Seaborn
For the web app requirements see requirements.txt
This project is part of the Udacity's Data Science Nanodegree program.