Web scraping is an automatic method to obtain large amounts of data from websites. Most of this data is unstructured data in an HTML format which is then converted into structured data in a spreadsheet or a database so that it can be used in various applications.
- All Important features related to housing such as house price, total sqft area, project by, location, BHK and so on are collected by web scraping
- To know Price of house for differents location in mumbai city
- All necessary Hosuing data to be scraped from website https://www.makaan.com by various techniques
- Data from 250 pages scarpped and store in single dataframe
- Perform EDA, Data cleaning and Data Visualization on Raw data to understand important features and their correlation to with house price
- Compare Price rate for different location BHK wise
- Technical tools or library used --Python, Numpy, Pandas, Beautifulsoup, Request, html, css
