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Analyzing Political Twitter Sentiment: Insights from the Obama Stock Market Debate Dataset

This dataset provides a comprehensive analysis of tweets around key political topics during the Obama Stock Market Debate. It includes tweets categorized into various topics including Republican and Democrat sentiments, with a focus on figures like Barack and Michelle Obama, and themes such as jobs and economy. Users can select topics and time slices to view relevant tweets, alongside word distributions and coordinated visualizations, facilitating a deeper understanding of political discourse on social media.

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Analyzing Political Twitter Sentiment: Insights from the Obama Stock Market Debate Dataset

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Presentation Transcript

  1. choose a dataset…

  2. choose a dataset… Debate_1 @Obama Test_set StockMarket

  3. overview Debate_1 All the tweets for the dataset Topics All the topics for the dataset choose a dataset… Topic 1: republican, bush, conservative Debate_1 @Obama Test_set StockMarket Topic 2: democrat, democratic, liberal Time-series topic data Topic 3: barack, michelle, obama Topic 4: jobs, economy, conservative Topic distribution data Word distribution data Topic 5: marriage, morality, liberal

  4. Coordinated views As a user selects a topic… Debate_1 Show only tweets for that topic(with highlighting) Topics Topics choose a dataset… Topic 1: republican, bush, conservative Debate_1 @Obama Test_set StockMarket Topic 2: democrat, democratic, liberal Topic 3: barack, michelle, obama Topic 4: jobs, economy, conservative Highlight the topic in the topic distribution data Show the word cloud for the selected topic Topic 5: marriage, morality, liberal

  5. Coordinated views As a user selects a time slice… Debate_1 Show only tweets for that time Topics choose a dataset… Topic 1: republican, bush, conservative Debate_1 @Obama Test_set StockMarket Topic 2: democrat, democratic, liberal Topic 3: barack, michelle, obama Topic 4: jobs, economy, conservative show the data distribution for the time slice Show the word distribution for the time slice Topic 5: marriage, morality, liberal

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