#AssualtAtSpringValleyHigh

This is a tragic news. For more specific details please check out this article:

http://www.huffingtonpost.com/entry/spring-valley-high-school-student-flung-by-official-in-video_562e9e71e4b06317990f1927

I again downloaded 100,000 Tweets but for some reason almost 30 K of them didn't have the hashtag! That's strange and I will need to do some analysis for that. After cleaning and all, I had just over 44K tweets.

The wordcloud is somewhat expected. Any ideas for why the word "Shaunking" is appearing so frequently?

I don't know why the sentiment is still positive about the hashtag. Just goes on to show how bad "bag of words" algorithm can be.

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#SanBernadino

Update: Check the companion wordcloud for this here Even as I write this, the events are still unfolding in San Bernardino. Two or possibly three gunmen killed 14 innocent people. You can read up more here: http://www.nytimes.com/2015/12/03/us/san-bernardino-shooting.html or here: http://www.latimes.com/local/lanow/la-me-ln-san-bernardino-shooting-live-updates-htmlstory.html Anyway, the most trending hashtag is misspelt! It's worth noticing that at this point NRA was quite common. This is because up to this point people were blaming NRA for the tragedy. This has changed since I downloaded the tweets, however! The sentiment for the hashtag is surprisingly neutral. I say surprisingly because now the hastag has become very toxic as the shooters are identified as Muslims. Suddenly there are so many xenophobic comments that I am sure the sentiment would be quite negative now.

#The Bachelor

I had watched a few episodes of The Bachelor over the years. By few I mean 2-3. So I know what the show is all about. Today the hashtag #The Bachelor was trending and I decided to use it for the wordcloud. Right off the bat there were a few things I didn't quite get because I don't watch the show. What is Lace and Ben? Or, rather who are they? Well, you can read up more about them here: http://www.inquisitr.com/2681778/get-to-know-lace-morris-of-the-bachelor-2016-with-ben-higgins/ According to this article, Lace Morris is the girl everyone on the show is gonna hate from now on. I didn't find anything strange about her though and she comes across as a regular The Bachelor contestant. Take a look: Anyway, here is the wordcloud and the sentiment graph. The sentiment is not as positive as I expected but anyway.

#io2016

Google's largest annual event - the I/O conference - is taking place right now. You can find more news about it on Techcrunch or other tech blogs I have around 32K clean tweets for the analysis. I was interested in knowing which Google products get most mention. I didn't use Google in the wordcloud because it would be obviously the most commonly used word. Well, as it turns out Android is the most popular product that was discussed in these tweets. Allo is the new chat app that Google introduced to take on iMessage. Overall sentiment was quite positive but there were still around 18% negative tweets. These could be because of Google invited people to suggest what its next version of Android should be called. It starts with N so basically it was open to a lot of racist jokes.

One Wordcloud A Day

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