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Prepared question for assignment 8
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Question.md

Assignment 8

Questions

Part 1

  1. Download the file ExtractedTweets.csvprogrammatically from this website: https://www.kaggle.com/kapastor/democratvsrepublicantweets#ExtractedTweets.csv

Part 2

  1. Find the word distribution for each party using CountVectorizer
  • Make a histogram of the top 10 most used words for each party
  1. Find the total word distribution using CountVectorizer
  • Plot a histogram of the top 10 most used words in total

Part 3

  1. Plot the number of tweets over time, so that time is on the x-axis and number of tweets is on the y-axis.
  2. Find the biggest peak in tweets and find out what they were tweeting about: is there a big event that made everyone push a tweet? Hand-in a description of what happened and a link to a larger news site (BBC/CNN/Times/etc.)

Review Questions

Part 1

Is the data correctly and automatically downloaded?

Part 2

Is the CountVectorizer used correctly? Are the histogram correctly made and do they have labelled axes?

Part 3

Are the tweets correctly counted over time? Does the plot correctly show the tweet count over time and does it include axes labels?

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