Rental prices in Berlin

Alexander

Lam-Tuyen

Leo

Mayowa

Team Tacos

I. Project objectives

2. Comparing rental prices in April and August 2020 

1. Comparing rental prices according to zip codes in Berlin

II. Workflow & challenges encountered 

1. API: OAuth authentication 

2. Webscraping:  

• immobilienscout24

• immowelt

• immonet

3. Looping:

• same page 41 times

• skip whole page when advertisement

This morning:

III. Preliminary results

1. Average rental prices per zip code in August 2020

Ø = 15.48€/㎡

III. Preliminary results

2. Average rental prices April vs. August 2020

April 2020:
Ø = 16.28€/㎡

August 2020:
Ø = 15.48€/㎡

Overall learning: