One Wordcloud A Day

Today I am going to post 2 separate wordclouds. This is the first one, which I created 2 days ago but didn't post on this blog. XFactor is the popular TV show in the UK and they had the finale a couple of days back. So, here is the wordcloud. As I don't watch the show, I can't comment much but as always there is something that surprised me a lot and that's One Direction popping up as the most frequent term. Now it's utterly possible that when I downloaded the tweets, "onedirection" was trending more than XFactor. But this goes on to show how a popular hashtag can be associated with a completely unrelated term. One Direction apparently performed at this event. It was nice to see comments such as amazing, emotional, excited, etc. The sentiment was SUPER positive! Maybe this is the highest positive sentiment I have seen recently. Oh btw, I downloaded 200K tweets this time instead of my usual 100K

Today I downloaded tweets for the show #XFactor as this hastag was sort of trending. I didn't want to get one more sports related hashtag. I wasn't too hopeful about this because I thought the hashtag wasn't necessarily trending. But I was wrong! I could quickly get 100K tweets and to my surprise I found that the wordcloud was dominated by certain words ("factor" was sort of obvious but I didn't anticipate it). This is an indication of a lot of retweets. So for me now is the time to adjust the code to remove retweets. But I am not sure whether to remove them because that will mean that we put the same weight on all the tweets not taking into account the popularity (through retweets in this case. I haven't looked into the favorite tweets so far). Anyway, here is the wordcoud. The word "Olly" shows up because it's the name of the presenter of the show and it seems that he screwed up by telling a contestant the outcome before the results were...