Indeed Job Analysis
Webscraping of Indeed.com with Selenium and BeautifulSoup. Followed tutorial by CodeHeroku (https://youtu.be/QiD1lbM-utk)
Searched for jobs within 25 miles of Newark, NJ. Keywords: Data Science, Natural Language Processing, Machine Learning
Using Python to draw insights from job postings to see which positions are available and where, what employers are looking for and how much they are paying.
datascience.csv- 365 job postings
ml.csv- 511 job postings
nlp.csv- 183 job postings
unstructdata.csv- 186 job postings
allindeedjobs.csv- merged csvs with duplicates removed 975 jobs total
indeedjobsanalysis.ipynb - Jupyter NB with code, explanations and visualizations