The Emotional Roller Coaster Of Super Bowl LI

Many are calling Super Bowl LI the greatest and most exciting Super Bowl ever, as the New England Patriots came roaring back to accomplish one of the largest comebacks in NFL history. For the fans involved, it was a whirlwind of emotions, and they readily took to social media to express them. To get a better sense of these fan emotions, we analyzed Twitter feeds from Massachusetts and from Georgia, captured during the game with a new cutting-edge emotion algorithm developed at Forrester. The results of our analysis paint a clear picture of two very different roller coaster rides. Atlanta Falcons fans went from the joy of a sure win to the disgust and sadness of having victory snatched from their hands — quite literally, considering Julian Edelman’s ridiculous catch with just over 2 minutes left. Patriots fans, on the other hand, quickly regained the sense of anticipation they had felt when beginning the game as the favorites (perfectly inverted with their sense of disgust, which peaked when their team was down 25 points), culminating in a combination of surprise and joy at pulling off such an improbable comeback.

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The Predictive Power of Early Morning App Usage

Hello! As a new data science analyst at Forrester, I am thrilled to lead analysis of and insights from Forrester’s Mobile Audience Data (MAD). Although my expertise covers most areas of data science, I have a distinct passion for network and text analytics and custom algorithms that unlock the stories behind the data. I most recently worked in the multilateral development space, where I used data science to map the connections of internal and external communications in order to help guide country and sector strategies. I am incredibly excited to use the power and creativity of data science with our clients at Forrester.

My first report analyzes consumers’ reliance on smartphones in their daily routines. Look back over your past week or, better yet, your past month. Can you remember a single morning when you did not look at your smartphone during the first few minutes after waking up? I can’t. Smartphones’ omnipresence in our morning routines means that we can learn a lot from our use of our mobile devices during these early hours of the day. Because we are creatures of habit, we tend to access the same apps and websites in the morning, day in and day out.

For example, look at the most popular apps that US consumers access first thing in the morning. The most-used apps allow consumers to wake up and check on their social lives: 15% of the time, US consumers wake up and check their email. In fact, the clock, email, messaging, and Facebook account for 40% of all early-morning device behaviors.

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