insights 2016 first_gopdebate (1)

First US Presidential Debate Analysis

Yagnesh Swetha

Pooja

Insights• Insights from US Presidential Debate Transcripts

1. What were the topics discussed in the debate in positive and negative limelight?

2. Which candidate was the most loquacious during the debate?

3. When is positive sentiment at its highest peak in the debate?

4. Who gets the most audience applause ?

5. Analyzing social media (twitter and fb followers) reaction before and after debate?

6. What was the reaction from CNN and Fox news readers after the debate night ?

R code for feature engineering

Topics Discussed and Loquacious Candidate during Debate

Positive Peaks and Applause During Debate

SAS Enterprise for Data cleaning

• Exploring the social media• Cleaning the social media data• Filtering and sorting for good insight

Social Media Reaction Before and After Debate

Donald Trump and Hillary Clinton’s Facebook page

Donald Trump and Hillary Clinton’s Facebook page

CNN News reviews for Presidential Candidates after Presidential Debate

FOX News reviews for Presidential Candidates after Presidential Debate

Data Source

• https://www.kaggle.com/mrisdal/2016-us-presidential-debates• https://www.twitter.com (Using Stratifyd Signals connector)• https://www.facebook.com (Using Stratifyd Signals connector)

Thank You ☺