Warning: Contains major spoilers for this episode (duh!).
In episode eight, No One, the three major storylines were Jamie successfully taking over the Riverrun castle without (almost no) bloodshed, Tommen’s decision to outlaw trial by combat and Arya’s fight with the Waif where she kills her and decides to return to Winterfell.
Sentiment analysis of Twitter users – 11 Do’s and Don’ts
Sentiment analysis is the analysis of emotions, attitudes and opinions that are useful for making better business decisions.
Key findings from our sentiment analysis of Game of Thrones season 6, episode 8 –
Our data analysis of fan tweets shows that the number of tweets spiked during the 20th to the 30th minute of the show and towards the end. The middle segment of the show covered three scenes.
Minutes 20 – 22 – The castle siege at Riverrun
Minutes 22 – 25 – At Kings Landing – where Tommen banishes trial by combat
Minutes 25-30 – Jokes between Tyrion, Missandei and Grey Worm, and the attack on Meereen at the end of that scene.
The tail end of the episode showed Arya confronting Jaqen and reasserting her identify before leaving the House of the Black and White.
While calculating the number of tweets made for this episode, we noticed that in the second hour after the show finished airing, the number of tweets spiked again.
We analyzed 175,489 tweets from 13 June 2016 00:00:09 UTC to 14 June 2016 06:32:41 UTC. Out of these, there were 74,571 original tweets and 100,918 retweets. The linguistic breakdown of the tweets is shown in the pie chart given below.
The most popular tweet as of writing this blog post was from actor Maisie Williams who plays the character of Arya Stark on the show.
The other two are from memes about the show shared by 9GAG.com from its Twitter handle.
“Arya” was mentioned 72,268 times in the time period that we analyzed the tweets and far outweighed other characters such as Cersei (2,905), Waif (2,086) and Ramsay Bolton (2,808).
Arya Stark also dominated the word cloud that we generated based on the tweets that we analyzed.
While analyzing the location of the Twitter users and the number of tweets made by them, Brazil comes a distant second with the US coming far ahead of everybody else, which makes sense, since this is an American show airing on a major US network.
Come back next week to find out how Twitter users are reacting to the ninth episode.
Check out our sentiment analysis of Twitter users for the previous episodes here –
If you want to know what people are saying about your brand on the various social media channels, reach out to us for custom social analytics solutions.
Co-author: Shail Deliwala, Data scientist at Softweb Solutions
Image source: HBO.com