Live link: https://headline-generator-rps.herokuapp.com/ pass:rps2020
This is a unique news headline generator that takes a set of previously chosen headlines and a Markov model to generate new ones. After trying to generate the headlines, reload the page if there issues with displaying the headlines.
Problem: RPS is a PR firm (https://www.rockpaperscissors.biz/) that tasked me during an internship program to create a tool that would generate unique headlines to inspire ideas to present to potential clients. In order to create a solution for this, I created a scraper to identifty all headlines ever published under the sponsorship of RPS. I used the headlines to generate unique headliens using Natural Language Processing techniques including a Markov Chain.
A list of the data used to generate headlines can be found in data.txt. (note this is not used in the program, just for understanding purposes). This site is hosted on a free tier server. Initial load speeds vary.