Counting and illustrating Game of Thrones deaths

Shelly Tan, for The Washington Post, has been counting on-screen deaths in Game of Thrones over the past few years. As the season ended, Tan described her process in an entertaining Twitter thread:

I kept thinking about how her process transfers to counting all things. You know, like the decennial Census. The hand-wavy process always seems so straightforward. It’s like, sure, it’ll take a while, but the challenge is just time. But then you get into it, and there’s all these small bumps along the way that make everything more complicated. And then you’re like, great, well, I’ve already come this far. Better keep on counting.

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Game of Thrones viewer ratings by season

The last episode is coming. Some people don’t like how it’s ending, and the IMDB ratings seem to reflect this. For The Upshot, Josh Katz and K.K. Rebecca Lai charted the changes over the seasons.

Reminds of me of the (now defunct) Graph TV a while back.

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Game of Thrones books versus television series

I think I started watching Game of Thrones around the fourth season (my wife gave me the cliffs notes), so I’ve missed a bunch, but I’ve seen enough now where I have to know what happens from here on out. For those deeper into it, here’s a comparison between the books and the television series by Alyssa Karla Mungcal, Jocelyn Tan, and Pooja Sharma.

The above is an overview, but they also break it down by scene, marking each as matching with the book or not.

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Game of Thrones death predictor

Monica Ramirez tried her hand with modeling deaths on Game of Thrones and trying to predict the next ones:

Since the series is so famous for killing principal characters (It’s true! Yu can’t have a favourite character because he/she wouls die, and slowly, other characters take the lead… and would probably die too), I decided to make a Classification Model in Python, to try to find any rule or pattern and discopver: Who will die on this last season?

I’m always on a viewing delay with this stuff, so I’m not sure whether this is right or completely wrong, but there you go. The above shows the characters ordered by probability of death (not order in which they will die).

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All of the deaths in Game of Thrones

A few years back, The Washington Post illustrated every death in Game of Thrones. With the new season on the way, the death count is up and the graphics updated.

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Color profiles of every Game of Thrones episode

As the final episode of Game of Thrones nears, Kavya Sukumar for Vox looked at the colors used in each episode. More relevant if you’ve seen the show, the wideout view makes it easy to pick out themes and events so that you can reminisce about all the characters who died.

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Game of Thrones character chart, you decide

I’ve never seen this Game of Thrones show, but I suspect this will be relevant to many. The Upshot made an interactive that asks readers to place characters on a two-axis chart. The x-axis spans evil to good, and the y-axis spans ugly to beautiful. The result is the above, plus contour plots for each character’s place in the space.

Like I said, I don’t anything about the show, but I like the contour plots that have a split decision about beauty. For example, most people agree that Hodor is ugly, but there’s a small group who place him at max beauty. Similarly, Joffrey Baratheon and Ramsay Bolton are clearly evil, but they have wide distributions on the ugly to beautiful scale.

Decide for yourself.

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Game of Thrones discussions for every episode, visualized

Game of Thrones on Twitter

I hear there’s some show called “Game of Thrones” that’s kind of popular these days. Twitter visualized how every episode was discussed, counting the character connections, the emojis used, and the changes over time.

See how popular each character was, and the emojis used to described each character. In the visualization below, each circle represents a character with its size proportional to how often the character was mentioned in the Tweets and color representing affiliation of the character. The most used emojis for each character are displayed under the character name.

[Thanks, @kristw]

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Estimated number of Game of Thrones readers who have died

Reader Morghulis

We know there are a lot of deaths in Game of Thrones, but how does this relate to real life? As fans eagerly wait for the next book in the series by George R. R. Martin, many won't live long enough to see it published. Statistics PhD student Jerzy Wieczorek dives into reader demographics and actuarial tables to estimate how many people died before the show even aired.

So it looks like almost 40,000 veteran readers didn't survive even until ADWD was published or the HBO show aired. This is on the order of 100 times the number of characters who've died, whether in the show or in the books.

And some advice for those still with us:

Let's not worry about which characters will die; let's not hurry Martin as he writes. Let us just savor our time on Earth before we make the same journey ourselves. After all, valar morghulis.

Deep.

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Every Game of Thrones death

Illustrated guide to deaths in Game of Thrones

I hear there's a show called "Game of Thrones" on the T.V., where a lot of people die and there is much of the sex. Shelly Tan and Alberto Cuadra for the Washington Post cover the former with a comprehensive illustrated guide. Reason, method, and other metadata aplenty about each of 456 deaths through the first four seasons.

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