Bash Profile There is a really handy way to make your time in bash in the terminal a little bit easier with some shortcuts. Anything you repeatedly have to type into the terminal can be made into a shortcut, and anything that saves time is generally a good idea! Let's…
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Tim Williams
Amazon Product Review Scraping
So its final project time at GA, and after much deliberation, I have decided that I want to get my hands dirty with some Natural Language Processing (NLP). I intend to look at amazon customer reviews, and using NLP establish a model that can (for that product category) predict the…
Maps in Jupyter Notebook
Every now and then we will want do display our data on a map rather than on a graph, so let's look at how we can use MapBox from within Jupyter. for python users, the first thing we need to do is install the mapboxgl python module: pip install mapboxgl…
Salary Prediction - More Predictors (indeed.com)
"The real problem is that programmers have spent far too much time worrying about efficiency in the wrong places and at the wrong times" - Donald Knuth…
Salary Prediction - By Location (indeed.com)
Continued from Part 2: Cleaning and Part 1: Scraping The boss is so impressed with what you've done so far and reckons you're up to the next task. Buckle up, it's a doozy. You are handed a crisp piece of paper with the following requirements on it: We want to…
Pandas & Cleaning
Not much luck in Pittsburgh.…