Wednesday the 15th of March 2017, was a big day for the Netherlands, at that day it was the Dutch general election, where the Dutch elected members of the house of representatives. The House of Representatives (the Second Chamber) is composed of 150 seats elected by proportional representation in a single nationwide constituency. There are 28 political parties, where the Dutch can vote the members from. Since I recently started working with Google Cloud Platform, I thought it would be a great idea, to predict the winning political party based on social media presence and sentiment. This idea is based on the blog post of Sara Robinson: Comparing tweets about Trump & Hillary with natural language processing.