Trying to determine the ideal neighborhood given job listings in the city where I live.
job_map.py uses Selenium to create a CSV file of ZIP code, Company Name, and Position by scraping job listings from Dice.
job_map_notebook.py is a Jupyter notebook that does analysis on the CSV file generated by job_map.py and a ZIP code CSV database (included in this repo as free-zipcode-database-Primary.csv.
To generate Jobs.csv, use job_map.py
python3 job_map.py "City, State" "Job Position"To work with the Jobs.csv dataset, use the job_map_notebook.py Jupyter notebook.