#WhatWouldTrumpTweet: Topic Clustering and Tweet Generation from Donald Trump’s Tweets

Melissa Hall
Dec 12, 2017 · 18 min read

Introduction and Motivation


Data Acquisition


Topic Creation from Tweets

Previous Work

Method 1: Doc2Vec with K-means

Method 2: Term Frequency-Inverse Document Frequency with K-means

Method 3: Latent Dirichlet Allocation

Final Design Decision

Potential Future Steps


Tweet Generation

Method 1: Long Short Term Memory (LSTM) Text Generation

Method 2: Markov Chains


Conclusion: Final Design and Future Work


Melissa Hall

Written by

I am a student at the University of Texas studying Electrical and Computer Engineering and Plan II. www.melissa-hall.com

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