Starter repository for the Manning liveProject "Using Online Job Postings to Improve Your Data Science Resume".

This liveProject uses Python 3.7, and it's recommend to use the Anaconda Python Distribution. Once you have Anaconda installed, you can run conda env create -f environment.yml to create a conda environment called job-posting-nlp. Then you can activate the environment with conda activate job-posting-nlp, and deactivate the environment with conda deactivate. Once you have activated the environment, you can run Jupyter Notebooks from within that terminal window with jupyter notebook, and begin working on the project.

The data is contained within the data folder in a zip file. Unzip the file to find a directory containing job posting HTML files. Be sure to check for duplicate job postings!