I found some cool job data in New York City. My wife and I have always wanted to live in New York! This is a very cool dataset. I needed to clean this data up because there were a lot of columns that didn’t provide any information. First, I took the salary range to and from columns and averaged them into a new column. Next, I removed those columns and lot of other columns that had things like job descriptions, processing dates, etc. I am left with about 27 columns of information.
I filtered using string detect for keywords in the job titles. My wife and I have different career paths so this helps to filter out all the jobs that don’t fit with our needs. Next, I filtered to get jobs that have only been posted in the last two months.
These are a few useful plots that will help in our job search (Sadie's plot is in the middle, mine are on the top and bottom):
Data Science & Fitness. What a perfect combination.