Skip to main content

#IllShowYou

Today is Justin Bieber's day! The hashtag for today is #IllShowYou, which is Justin's latest single. I found this audio on YouTube: https://www.youtube.com/watch?v=Q5gYDOmERU8

The wordcloud is a bit crappy because there are long words that are the leftover hyperlinks. So they really don't mean anything. I guess these links were shared a lot on Twitter and my code didn't do a good job of removing them. Anyway, I will adapt my code soon to fix this.

I thought it was interesting that Skrillex appeared many times in the tweets with this hashtag. He is in the news because of some Twitter fight he got into with Deadmau5 (omg, what the heck is happening to me?) but I don't know why that should relate to this hashtag. The words "purpose" and "get" show up several times as well. I guess "get" is for getting the song but I might be wrong there. As "preorder" is also showing a few times, "get" is likely to mean buy.

Justin Bieber is hugely popular but he is also hated by a bunch of people. Well, that shows up pretty much in the sentiment analysis. I had never seen a sentiment graph like this one before. JB is a super polarizing figure!


Comments

Popular posts from this blog

#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.

#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.

#PanamaPapers

Perhaps by now you must have heard about the biggest news of this year. A Panama based company Mossack Fonseca which helped create shell companies to many rich people around the world in order to do legal as well as illegal things (hiding taxable income, corruption money, etc.) sprouted a major leak. More than 11 million documents amounting to 2.6 TB were leaked to journalists. You can read everything about this here: http://panamapapers.sueddeutsche.de/en/ The size of the leak is enormous! Here is a graph for comparison: In light of this #panamapapers hashtag has been trending today. I downloaded more than 200K tweets but only around 34,000 were original and rest were retweets. Here are the wordcloud and sentiment graph