Oikotie-data-fetching and analysis

• Programs Oikotie_scraper and Oikotie_rental_scraper retrieves data from oikotie.fi and exports the data to mongodb.

• Programs Oikotie_analysis and Oikotie_rental_analysis cleans the data and visualizes the current market situation in home sales and rental markets.

• Program otie_analysis summarize data and visualize the current housing sales and rental situation in Helsinki.

• I have also made a website based on these programs where you can see the current market situation in Helsinki. The data is updated daily.

• https://otiedap.herokuapp.com/