Mini Project 1 for Applied Data Science course.
This project analyses a dataset of new listed properties on 2024-02-01 from iProperty.com.my.

Team members

• Teh Woei Xiang
• Boo Soon Ting

• web_scraping folder, contains notebook to scrape data from iProperty.com.my
• eda folder, contians notebook for EDA
• word_cloud folder, contains notebook for word cloud
• django, contains file related to a dashboard application developed with Django web framework
• data, contains data generated from notebooks in web_scraping and eda

• Install Anaconda, Anaconda Installation
• Create a virtual environment with the name 'mini_project_1' and python 3.10

  conda create -n mini_project_1 python=3.10
  

• Activate mini_project_1

  conda activate mini_project_1
  

• Download the code

  git clone https://github.com/Bsting/fc_aps_mini_project_1.git
  cd fc_aps_mini_project_1
  

• Go to web_scraping folder

  cd web_scraping
  

• Install required packages

  pip install -r requirements.txt
  

• open iproperty.ipynb notebook and run the cells to scrape data from iProperty.com.my for new listed properties

• Go to eda folder

  cd eda
  

• Install required packages

  pip install -r requirements.txt
  

• open iproperty_eda.ipynb notebook and run the cells for EDA for data scrapped from iProperty.com.my on 2024-02-01

• Go to word_cloud folder

  cd word_cloud eda
  

• Install required packages

  pip install -r requirements.txt
  

• open iproperty_word_cloud.ipynb notebook and run the cells to generate word cloud images for data scrapped from iProperty.com.my on 2024-02-01

• Go to django folder

  cd django
  

• Install required packages

  pip install -r requirements.txt
  

• Set up database

  python manage.py makemigrations
  python manage.py migrate
  

• Create the Superuser

  python manage.py createsuperuser
  

• Start the app

  python manage.py runserver
  

• The app runs at http://127.0.0.1:8000/

• Login page

  

• User registration page

  

• Admin page

  

• Dashboard in light mode

  

• Dashboard in dark mode

  

• Word cloud