To identify a competitor or an industry's strategic direction of growth by analysing recruitment trends with respect to a firm of interest by scrapping data from Indeed.com.
- Web scrape job listings data from Indeed.com, refer
proj_scrape.py
for firms of Interest - Firms of interest here is the forbes 500 US firms and some other frims of interest, refer:
firms-forbes.csv
&firms-NonForbes.csv
- Data scrapped for over 500 US firms, raw data available in
Data/Scrapped Data
- Scrapped data is processed by
analytica.py
, to tokenize the job listings using Natuaral Language Library: NLTK. - Processed data can be visualised through Tableau dasboard