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SuperBowl 48 Tweets

Analysis of Tweets from  Superbowl 48

Wordcloud from tweets with  #superbowlcommercials

CocaCola's  "America is Beautiful"
Bud Light                                 
Radio Shack                             

Bruno Mars Wordcloud

Bruno Mars Tweet Sentiment

Took a rolling mean (100 tweet's) of the sentiment scores to get the time series below. These were for all the tweets where the text contained "Bruno"

Top  30 Tweeters

Y Axis : # of Tweets from a user

Geo Plots

About 4.1%  of total tweeters  had their geo-coordinates on.

Centered   - North America



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Deep Dreams with Keras & Tensorflow

Made some modifications to the DeepDreamcode courtesy François Chollet and added few extra layers, changed the loss function settings a bit and viola !!!

Used the pre-trained model based on the VGG16 network architecture.

I will post the github link shortly. 

Iteration 1

                                                                            Iteration 2

                                                                          Iteration 3

Iteration 4

Iteration 5

Random !