Data science & the war for flats on the rental market | DATA MADNESS | Talk by: Danil Konovalov

Have you ever wondered if it is cheaper to rent an apartment in Lehel or Feldmoching? Or you are planning on having a dog and want to know your chances on finding a pet-friendly landlord? Or might be you want to find a new flat and do not want to spend 12 months on searching?

Good news - In this talk Danil Konovalov answers the questions above and shares his experience on how an issue with renting a flat turned into a project involving cloud services from AWS, some Google Geocoding and data analysis.

Danil is a Software Engineer with passion for automation and experience in various industries: starting with automotive and medical fields and not ending to blockchain and aviation. This talk is around the following tech stack:
☁️ Cloud: AWS Lambda / DynamoDB / S3 / CodeBuild / Google Geocoding
🐍 Python / NumPy / Pandas / Matplotlib.
👉 Get you spot for the event if it was tough for you to rent an apartment in Munich

"I obviously didn’t have time to apply for every single flat, so I automated that process and saved scraped information in DynamoDB. After one month of data mining, I had some exciting data which looked so exciting that I could not resist to analyze it to get some new insights on Munich rental housing market."

0:00 Video Intro
0:46 Beginning of the Talk
1:26 Introduction
2:55 Issue: Looking for a flat in Munich
4:26 Collecting Data: Scraping
7:30 Cloud Infrastructure
9:19 CI/CD
11:09 Data Analysis
13:04 How pet friendly is Munich?
13:51 Title word cloud
14:51 Google Geocoding & Bogenhausen
16:45 Suburbs: Is it cheaper to live there?
17:51 Stable Growth
19:33 Sundays in Bavaria: Not everything is closed
20:26 Scammers
22:44 Extra + Ending

DATA MADNESS is a tech community for data science-lovers all across Germany. Want to join the community, learn and grow together?
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Видео Data science & the war for flats on the rental market | DATA MADNESS | Talk by: Danil Konovalov канала MADNESS Tech Community