HackPrague 2021 project
This project creates a dashboard for people to easily compare available real estate options and make better decisions
To run locally:
- Get requirements in requirements.txt through
npm install - Run the app with:
$ python app.py
Can be also deployed online via Heroku or a similar online hosting service.
The app gets data through scrapers via Apify on bezrealitky.cz and from Flatzone, both in javascript. Using Python, we transform the data to csv files and compile via Dash Plotly to visualise as an interactive graphics map via a web app.
A further AI data processing using Python Scikit is planned, but not yet implemented.
Apify API store listing: https://apify.com/fcoudy/bezrealitkyscraper Devpost link: https://devpost.com/software/get-real
See the presentation here: https://youtu.be/ETPGva9MdXM
See the PowerPoint slides
Created by Small Side Devs, a team formed at HackPrague 2021
- Many thanks to Lukas Krivka from Apify for a huge help getting our API scraper to work and Jiri Eckstein from Flatzone for help with their platform.
- We used the bubble maps template from Plotly: https://plotly.com/python/bubble-maps/
- We also used the basic CSS from this app: http://egov-t1.herokuapp.com/