Introduction

Final Lab project for Applied Big Data subject

Team members

• 1712496 - Nguyen Tran Cong Huy => feature engineering and create models
• 20120238 - Nguyen Ngoc Khanh Vy => Visualization with PowerBI, help figuring out insights
• 20120401 - Nguyen Duc Viet => Crawled and preprocess data from Nhatot.com

How to run

Here is the description of the following notebooks

• crawl_data.ipynb
  • Crawl data from nhatot.com.
  • Preprocess crawled data.
  • Save data to mongodb database.
• feature_engineering.ipynb: Extracting features from the saved data in the database.
• model.ipynb: House prediction model and house recommending model.

PBI folder

Source file to run PowerBI