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https://github.com/jeffreylancaster/game-of-thrones
Game of Thrones Datasets and Visualizations
https://github.com/jeffreylancaster/game-of-thrones
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Game of Thrones Datasets and Visualizations
- Host: GitHub
- URL: https://github.com/jeffreylancaster/game-of-thrones
- Owner: jeffreylancaster
- Created: 2017-05-20T04:40:26.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2023-06-27T21:08:52.000Z (over 1 year ago)
- Last Synced: 2024-08-01T12:26:18.464Z (6 months ago)
- Language: HTML
- Homepage:
- Size: 11 MB
- Stars: 275
- Watchers: 17
- Forks: 93
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- awesome-starred - jeffreylancaster/game-of-thrones - Game of Thrones Datasets and Visualizations (others)
README
# _Game of Thrones_ Datasets and Visualizations
1. [About this Project](#about-this-project)
2. [Visualizations](#visualizations)
1. [Interfaces](#interfaces)
1. [Narrative Charts](#narrative-charts)
2. [Screen Time](#screen-time)
3. [Cumulative Time](#cumulative-time)
4. [Wordcount & Language](#wordcount--language)
5. [Co-Occurrence](#co-occurrence)
6. [Relationships](#relationships)
7. [Actor Relationships](#actor-relationships)
8. [Lands of Ice and Fire Geography](#lands-of-ice-and-fire-geography)
9. [Prediction](#prediction)
10. [Other People's](#other-peoples)
3. [Data](#data)
4. [Use, Licensing, Attribution](#use-licensing-attribution)
## About this Project
- View all visualizations at [jeffreylancaster.github.io/game-of-thrones](https://jeffreylancaster.github.io/game-of-thrones/)
### Articles on Medium
- ["The Ultimate Game of Thrones Dataset"](https://medium.com/@jeffrey.lancaster/the-ultimate-game-of-thrones-dataset-a100c0cf35fb)
- ["32 Game of Thrones Data Visualizations"](https://medium.com/@jeffrey.lancaster/32-game-of-thrones-data-visualizations-f4ab6bc978d8)
- ["19 More Game of Thrones Data Visualizations"](https://medium.com/@jeffrey.lancaster/19-more-game-of-thrones-data-visualizations-bb2d2c0981f9)
- ["Introducing Game of Thrones Script Search"](https://medium.com/@jeffrey.lancaster/introducing-game-of-thrones-script-search-8ccb2a1df726)
### Data Visualization Episode Recaps
- ["Winterfell"](https://medium.com/@jeffrey.lancaster/game-of-thrones-s8-e1-data-visualization-recap-9656a97c3df3) (Season 8, Episode 1)
- ["A Knight of the Seven Kingdoms"](https://medium.com/@jeffrey.lancaster/game-of-thrones-s8-e2-data-visualization-recap-3d7336ca975e) (Season 8, Episode 2)
- ["The Long Night"](https://medium.com/@jeffrey.lancaster/game-of-thrones-s8-e3-data-visualization-recap-7843e1d24282) (Season 8, Episode 3)
- ["The Last of the Starks"](https://medium.com/@jeffrey.lancaster/game-of-thrones-s8-e4-data-visualization-recap-20ee28cf2af1) (Season 8, Episode 4)
## Interfaces
#### Episode Viewer: `episode/`
- A compilation of episode-specific data visualizations, including aggregate character time on screen, wordcount, languages, locations, and more.
[View the visualizations](https://jeffreylancaster.github.io/game-of-thrones/episode/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/episode/index.html)
#### Script Search: `search/mongodb/`
- A simple search interface to explore the words spoken on _Game of Thrones_, including who says each line and text and translations in Dothraki, Valyrian, etc.
[Search the database](https://game-of-thrones-script.herokuapp.com) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/search/mongodb/)
## Visualizations
### Narrative Charts
#### Narrative Chart: `map/`
- A visualization of when each character is on-screen throughout the show, where they are, with whom they are, when they die, and more.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/map/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/map/index.html)
- `process.html`: Builds `keyValues.json` from `episodes.json` by adding y-values and additional location-specific information and outputs the data for `keyValues.json`.
- `index.html`: Builds the visualization using d3.js and outputs the _Game of Thrones_ narrative chart.
> Note: map contains spoilers.
---
#### Heatmap / Flattened Narrative Chart: `heatmap/`
- A visualization of how many characters are in locations throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/heatmap/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/heatmap/index.html)
- includes a `calcData` parameter that pre-processes the data for `data/heatmap.json`.
> Inspired by [Hubble Image of Galaxy Cluster Converted Into Sound](https://www.youtube.com/watch?v=IHIwDHsrGOc).
---
### Screen Time
#### Characters On Screen: `scenes-character/`
- A visualization of when each character is on screen throughout the entire show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/scenes-character/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/scenes-character/index.html)
---
#### Locations On Screen: `scenes-location/`
- A visualization of when each location is shown on screen throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/scenes-location/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/scenes-location/index.html)
---
#### More-Specific Locations On Screen: `scenes-sublocation/`
- A visualization of when each more-specific location is shown on screen throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/scenes-sublocation/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/scenes-sublocation/index.html)
---
#### Special Scenes On Screen: `scenes-special/`
- A visualization of when special scenes (death, sex, flashback, warging, greensight, etc.) are shown on screen throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/scenes-special/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/scenes-special/index.html)
---
#### Deaths On Screen: `bubble-death/`
- A visualization of when deaths happen throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/bubble-death/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/bubble-death/index.html)
---
#### Weapons On Screen: `scenes-weapons/`
- A visualization of when weapons show up on screen throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/scenes-weapons/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/scenes-weapons/index.html)
---
#### Houses On Screen: `scenes-house/`
- A visualization of when various Houses are represented throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/scenes-house/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/scenes-house/index.html)
---
#### Number of Characters Per Scene: `characters-per-scene/`
- A visualization of how many characters are on-screen at one time.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/characters-per-scene/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/characters-per-scene/index.html)
---
#### Continuous Screen Time: `bubble-character/`
- A visualization where each bubble represents a character and the size of the bubble is continuous time on screen.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/bubble-character/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/bubble-character/index.html)
> Circles are color-coded by House.
---
### Cumulative Time
#### Supercut Duration: `duration-character/`
- A visualization of how long each character has been on-screen throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/duration-character/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/duration-character/index.html)
> Based on [Andrew Reid's Horizontal Stacked Bar Chart](https://bl.ocks.org/Andrew-Reid/0aedd5f3fb8b099e3e10690bd38bd458).
---
#### Screen Time Per Season: `duration-per-season/`
- A visualization of how long each character has been on-screen in each season of the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/duration-per-season/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/duration-per-season/index.html)
> Based on [Andrew Reid's Horizontal Stacked Bar Chart](https://bl.ocks.org/Andrew-Reid/0aedd5f3fb8b099e3e10690bd38bd458).
---
#### Character On Screen Time Per Episode: `episode-character/`
- A visualization of how long each character has been on-screen in each episode throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/episode-character/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/episode-character/index.html)
> Based on [Harry Stevens's Linear Regression for Scatter Plot](https://bl.ocks.org/HarryStevens/be559bed98d662f69e68fc8a7e0ad097).
---
#### Screen Time Per Location: `duration-per-location/`
- A visualization of how long has been spent in each location throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/duration-per-location/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/duration-per-location/index.html)
> Based on [Andrew Reid's Horizontal Stacked Bar Chart](https://bl.ocks.org/Andrew-Reid/0aedd5f3fb8b099e3e10690bd38bd458).
---
#### Screen Time Per More-Specific Location: `duration-per-sublocation/`
- A visualization of how long has been spent in each more-specific location throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/duration-per-sublocation/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/duration-per-sublocation/index.html)
> Based on [Andrew Reid's Horizontal Stacked Bar Chart](https://bl.ocks.org/Andrew-Reid/0aedd5f3fb8b099e3e10690bd38bd458).
---
#### Character Time Percentage Per Season: `duration-percent/`
- A visualization of how much of a character's time on screen is spent in each season.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/duration-percent/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/duration-percent/index.html)
> Based on [Mike Bostock's Normalized Stacked Bar Chart](https://gist.github.com/mbostock/3886394).
---
#### Overall Character Time (Treemap): `duration-treemap/`
- A visualization of how long each character has been on screen throughout the show in proportion to all other characters.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/duration-treemap/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/duration-treemap/index.html)
> Based on [takayuki's Treemap in d3 v4](https://bl.ocks.org/ganezasan/52fced34d2182483995f0ca3960fe228).
----
#### Screen Time Per House: `duration-house/`
- A visualization of how long each House has been on screen throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/duration-house/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/duration-house/index.html)
> Based on [Andrew Reid's Horizontal Stacked Bar Chart](https://bl.ocks.org/Andrew-Reid/0aedd5f3fb8b099e3e10690bd38bd458).
---
#### Travelling Characters: `region-percent/`
- A visualization of the various locations characters visit and how much of their time they spend there.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/region-percent/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/region-percent/index.html)
> Based on [Mike Bostock's Normalized Stacked Bar Chart](https://gist.github.com/mbostock/3886394).
---
#### Screen Time in Locations Per Episode: `location-per-episode/`
- A visualization of how long is spent in each location during each episode.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/location-per-episode/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/location-per-episode/index.html)
> Based on [Andrew Reid's Horizontal Stacked Bar Chart](https://bl.ocks.org/Andrew-Reid/0aedd5f3fb8b099e3e10690bd38bd458).
---
#### Screen Time Per Gender By Season: `duration-gender-season/`
- A visualization of how much time women and men are on screen during each season.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/duration-gender-season/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/duration-gender-season/index.html)
> Based on [wpoely86's Diverging Stacked Bar Chart](http://bl.ocks.org/wpoely86/e285b8e4c7b84710e463).
---
#### Screen Time Per Gender By Episode: `duration-gender-episode/`
- A visualization of how much time women and men are on screen during each episode.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/duration-gender-episode/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/duration-gender-episode/index.html)
> Based on [wpoely86's Diverging Stacked Bar Chart](http://bl.ocks.org/wpoely86/e285b8e4c7b84710e463).
---
#### Screen Time Per Gender By Episode (Percent): `duration-gender-percent/`
- A visualization of how much time women and men are on screen during each episode as percentages of the episode length.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/duration-gender-percent/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/duration-gender-percent/index.html)
> Based on [wpoely86's Diverging Stacked Bar Chart](http://bl.ocks.org/wpoely86/e285b8e4c7b84710e463).
---
### Wordcount & Language
#### Character Wordcount: `wordcount-character/`
- A visualization of how many words each character says throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/wordcount-character/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/wordcount-character/index.html)
> Based on [Andrew Reid's Horizontal Stacked Bar Chart](https://bl.ocks.org/Andrew-Reid/0aedd5f3fb8b099e3e10690bd38bd458).
---
#### Character Wordcount By Season: `wordcount-per-season/`
- A visualization of how many words each character says during each season.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/wordcount-per-season/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/wordcount-per-season/index.html)
> Based on [Andrew Reid's Horizontal Stacked Bar Chart](https://bl.ocks.org/Andrew-Reid/0aedd5f3fb8b099e3e10690bd38bd458).
---
#### Wordcount Per House: `wordcount-house/`
- A visualization of how many words members of each House say throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/wordcount-house/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/wordcount-house/index.html)
> Based on [Andrew Reid's Horizontal Stacked Bar Chart](https://bl.ocks.org/Andrew-Reid/0aedd5f3fb8b099e3e10690bd38bd458).
---
#### Wordcount Per Gender By Season: `wordcount-gender-season/`
- A visualization of how many words women and men say during each season.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/wordcount-gender-season/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/wordcount-gender-season/index.html)
> Based on [wpoely86's Diverging Stacked Bar Chart](http://bl.ocks.org/wpoely86/e285b8e4c7b84710e463).
---
#### Wordcount Per Gender By Episode: `wordcount-gender-episode/`
- A visualization of how many words women and men say during each episode.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/wordcount-gender-episode/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/wordcount-gender-episode/index.html)
> Based on [wpoely86's Diverging Stacked Bar Chart](http://bl.ocks.org/wpoely86/e285b8e4c7b84710e463).
---
#### Wordcount Per Gender By Episode (Percent): `wordcount-gender-percent/`
- A visualization of how many words women and men say during each episode as a percentage of the total words spoken per episode.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/wordcount-gender-percent/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/wordcount-gender-percent/index.html)
> Based on [wpoely86's Diverging Stacked Bar Chart](http://bl.ocks.org/wpoely86/e285b8e4c7b84710e463).
---
#### Languages Spoken Per Character: `language-character/`
- A visualization of the languages spoken by characters throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/language-character/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/language-character/index.html)
> Based on [Andrew Reid's Horizontal Stacked Bar Chart](https://bl.ocks.org/Andrew-Reid/0aedd5f3fb8b099e3e10690bd38bd458).
---
#### Languages Spoken Per Episode: `language-episode`
- A visualization of the languages spoken by characters throughout each episode.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/language-episode/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/language-episode/index.html)
> Based on [Andrew Reid's Horizontal Stacked Bar Chart](https://bl.ocks.org/Andrew-Reid/0aedd5f3fb8b099e3e10690bd38bd458).
---
### Co-Occurrence
#### Character Co-Occurrence Matrix: `matrix/`
- A matrix visualization of how often characters are on screen together.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/matrix/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/matrix/index.html)
> Based on [Mike Bostock's Les Misérables Co-occurrence](https://bost.ocks.org/mike/miserables/).
---
#### Force-Directed On-Screen Co-Occurrence: `force-directed/`
- A force-directed visualization of characters on-screen together throughout the show.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/force-directed/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/force-directed/index.html)
> Based on [heybignick's d3 v4 force-directed graph](https://bl.ocks.org/heybignick/3faf257bbbbc7743bb72310d03b86ee8).
---
#### Chord Diagram of On-Screen Co-Occurrence: `matrix-chord/`
- A chord diagram visualization where chord width represents time spent on-screen together by the conected characters.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/matrix-chord/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/matrix-chord/index.html)
> Based on [HenryLau's chord diagram on JSFiddle](https://jsfiddle.net/kLe38tff/).
---
### Relationships
#### Force-Directed Relationships: `relations-force/`
- A force-directed visualization of various relationships between characters (e.g. parents, spouses, who killed whom).
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/relations-force/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/relations-force/index.html)
> Parent-child (solid gray), spouse (dashed blue), and killed by (solid black arrow) relationships shown. Based on [Mike Bostock's Labeled Force Layout](https://bl.ocks.org/mbostock/950642).
---
#### Circle-based Relationships: `relations-circle/`
- A circle-based visualization of various relationships between characters (e.g. parents, spouses, who killed whom).
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/relations-circle/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/relations-circle/index.html)
> Parent-child (solid gray), spouse (dashed blue), and killed by (solid black arrow) relationships shown. Based on an [HBO infographic](http://i.imgur.com/PG0963W.png).
---
#### Force-Directed Sexual Relationships: `relations-force-sex/`
- A force-directed visualization of sexual relationships between characters.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/relations-force-sex/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/relations-force-sex/index.html)
> Based on a [Cool Material infographic](https://coolmaterial.com/feature/heres-all-the-sex-from-game-of-thrones-in-an-infographic/).
---
### Actor Relationships
#### Costars List: `costars-list/`
- A list of other films in which _Game of Thrones_ costars, well, costar.
[View the list](https://jeffreylancaster.github.io/game-of-thrones/costars-list/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/costars-list/index.html)
> Data last pulled following Season 7.
---
#### Costars Matrix: `costars-matrix/`
- A matrix visualization of frequency of other films in which _Game of Thrones_ costars, well, costar.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/costars-matrix/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/costars-matrix/index.html)
> Data last pulled following Season 7. Based on [Mike Bostock's Les Misérables Co-occurrence](https://bost.ocks.org/mike/miserables/).
---
### Lands of Ice and Fire Geography
#### Force-Directed Network of Opening Sequence Locations: `opening-locations-force/`
- A force-directed network visualization of the _Game of Thrones_ opening sequence locations.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/opening-locations-force/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/opening-locations-force/index.html)
> Based on [heybignick's d3 v4 force-directed graph](https://bl.ocks.org/heybignick/3faf257bbbbc7743bb72310d03b86ee8).
---
#### Geographic Network of Opening Sequence Locations: `opening-locations-fixed/`
- A geographic network visualization of the _Game of Thrones_ opening sequence locations.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/opening-locations-fixed/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/opening-locations-fixed/index.html)
> Based on the [A Song of Ice and Fire Wiki](https://vignette.wikia.nocookie.net/iceandfire/images/3/37/Ice_and_Fire_World_Map.png/revision/latest?cb=20130127004523) geography.
---
#### Locations on a Globe: `geography-locations/`
- Various _Game of Thrones_ locations displayed on a globe.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/geography-locations/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/geography-locations/index.html)
> Adapted from [Jason Davies' "Rotate the World"](https://www.jasondavies.com/maps/rotate/).
---
#### Opening Sequence Locations: `opening-seq-arcs/`
- A geographic visualization of the _Game of Thrones_ opening sequence locations on a globe.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/opening-seq-arcs/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/opening-seq-arcs/index.html)
> Adapted from [Andrew Mollica's "World Tour along Flying Arcs"](https://bl.ocks.org/armollica/88ef1c807c4bb4cff6f7e033e25172ee).
---
#### Opening Sequence Locations (with Underlying Matrix): `opening-seq-matrix/`
- A geographic visualization of the _Game of Thrones_ opening sequence locations on a globe with an underlying matrix showing the frequency of opening sequence paths between locations.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/opening-seq-matrix/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/opening-seq-matrix/index.html)
> Adapted from [Andrew Mollica's "World Tour along Flying Arcs"](https://bl.ocks.org/armollica/88ef1c807c4bb4cff6f7e033e25172ee).
---
#### Character Travel Paths: `character-arcs/`
- A geographic visualization of the paths characters have travelled in the Lands of Ice and Fire.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/character-arcs/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/character-arcs/index.html)
> Adapted from [Andrew Mollica's "World Tour along Flying Arcs"](https://bl.ocks.org/armollica/88ef1c807c4bb4cff6f7e033e25172ee).
---
### Prediction
#### Simple Cluster Analysis (for Prediction?): `episode-character-scatter/`
- A simple cluster analysis plotting the slope and y-intercept of the linear regression of time spent on-screen in each episode. We'll see whether it's predictive at all.
[View the visualization](https://jeffreylancaster.github.io/game-of-thrones/episode-character-scatter/) || [Explore the code](https://github.com/jeffreylancaster/game-of-thrones/blob/master/episode-character-scatter/index.html)
> Adapted from [Harry Stevens's Linear Regression for Scatter Plot](https://bl.ocks.org/HarryStevens/be559bed98d662f69e68fc8a7e0ad097).
---
### Other People's
- [Timelapse animation](https://www.youtube.com/watch?v=6dUjMo5LOgc) from [Type A Media](https://typeamedia.net/)
- [Viz of Thrones](http://www.vizofthrones.com/): a single interface by [Adam Groner](https://github.com/ahgroner), including a geographic map with characters in locations, sex count, death count, scenes in which characters show up, and more
- [GraphXR demo](https://www.youtube.com/watch?v=ZXxBDPPWwYc) from [Kineviz](https://www.kineviz.com/)
- [Character travels through various regions](https://news.northeastern.edu/2019/04/10/the-many-travels-of-jon-snow-tyrion-lannister-and-the-rest-of-hbos-game-of-thrones-characters/) by Lia Petronio
- [Character Social Network](https://news.northeastern.edu/2019/04/11/the-game-of-thrones-social-network/) by Lia Petronio
## Data
#### `data/episodes.json`
```javascript
{
"episodes": [
{
"seasonNum": integer,
"episodeNum": integer,
"episodeTitle": "string", // from imdb
"episodeLink": "string", // endpoint: www.imdb.com
"episodeAirDate": "string", // from imdb
"episodeDescription": "string", // from imdb
"openingSequenceLocations": [
"string",
...
],
"scenes":[
{
"sceneStart": "string",
"sceneEnd": "string",
"location": "string",
"subLocation": "string",
"altLocation": "string",
"flashback": Boolean,
"greensight": Boolean,
"warg": Boolean,
"characters": [
{
"name": "string",
"title": "Hand | Khal | Khaleesi | King",
"alive": Boolean,
"born": Boolean,
"weapon": [
{
"action": "string",
"name": "string"
}
],
"sex": {
"with": [
"string"
],
"when": "string",
"type": "string"
},
"married": {
"to": "string",
"when": "string",
"type": "string",
"consummated": Boolean
},
"mannerOfDeath": "string",
"killedBy": [
"string"
]
},
...
]
},
...
]
},
...
]
}
```
#### `data/characters.json`
```javascript
{
"characters":[
{
"characterName": "string",
"characterLink": "string", // endpoint: www.imdb.com
"characterImageThumb": "string",
"characterImageFull": "string",
"actorName": "string", // OR actors: []
"actors": [
{
"actorName":"Richard Dormer",
"actorLink":"/name/nm0233807/",
"seasonsActive":[
integer,
...
]
},
...
],
"actorLink": "string", // endpoint: www.imdb.com
"houseName": [
"string", // just string if single value
...
],
"nickname": "string",
"royal": Boolean,
"kingsguard": Boolean,
"parents": [
"string",
...
],
"parentOf": [
"string",
...
],
"guardianOf": [
"string",
...
],
"guardedBy": [
"string",
...
],
"siblings": [
"string",
...
],
"marriedEngaged": [
"string",
...
],
"allies":[
"string",
...
],
"abducted":[
"string",
...
],
"killed": [
"string",
...
],
"killedBy": [
"string",
...
],
"serves": [
"string",
...
]
"servedBy": [
"string",
...
]
},
...
]
}
```
#### `data/characters-groups.json`
```javascript
{
"group": [
{
"name": "string",
"characters": [
"string",
...
]
},
...
]
}
```
#### `data/characters-include.json`
```javascript
{
"include":[
{
"name": "string",
"include": Boolean
},
...
]
}
```
#### `data/locations.json`
```javascript
{
"regions":[
{
"location": "string",
"subLocation": [
"string",
...
]
},
...
]
}
```
#### `data/characters-gender-all.json`
```javascript
{
"male": [
"string",
...
],
"female": [
"string",
...
]
}
```
#### `data/characters-gender.json`
```javascript
{
"gender": [
{
"gender":"male",
"characters": [
"string",
...
]
},
{
"gender":"female",
"characters": [
"string",
...
]
}
]
}
```
#### `data/colors.json`
```javascript
{
"colors": [
{
"name": "string",
"hexadecimal": "string",
"webSafe": "string",
"basic": "string",
"rgb": "string",
"class": [
"string"
],
"css": {
"stroke-width": "string",
"stroke-dasharray": "string",
"stroke-linecap": "string"
}
},
...
]
}
```
#### `data/costars.json`
```javascript
{
"IMDB_ID": {
"imdb_id": "string",
"title": "string",
"year": "string",
"actors": [
{
"personID": "string",
"actorName": "string",
"characterName": "string"
},
...
]
},
...
}
```
#### `data/heatmap.json`
A pre-processed file for the `heatmap/` visualization:
```javascript
[
{
"name": "string",
"count": [
{
"x1": integer,
"x2": integer,
"z": integer
},
...
]
},
...
]
```
#### `data/keyValues.json`
A pre-processed file for the `map/` visualization:
```javascript
{
"characters": {
"CharacterName": {
"key": "string",
"values": [
{
"s": integer,
"e": integer,
"y": integer
},
...
]
},
...
},
"episodes": [
{
"seasonNum": integer,
"length": integer,
"shift": integer,
"episodes":[
{
"episodeNum": integer,
"length": integer,
"episodeTitle": "string",
"shift": integer
},
...
]
},
...
],
"locations": [
{
"name": "string",
"max": integer,
"middle": integer
},
...
],
"sublocations": [
{
"name": "string",
"max": integer,
"middle": integer
},
...
]
}
```
#### `data/lands-of-ice-and-fire.json`
A GeoJSON file for geographic visualizations.
```javascript
// It's better to just go look at the file if you're curious.
```
#### `data/opening-locations.json`
A data file for the `opening-locations-fixed/` visualization:
```javascript
{
"note": "string",
"locations": [
{
"name": "string",
"fx": float,
"fy": float
},
...
]
}
```
#### `data/wordcount-gender.json`
```javascript
{
"male": [
"string",
...
],
"female": [
"string",
...
],
"crowd": [
"string",
...
]
}
```
#### `data/wordcount-synonyms.json`
A working file to rename characters in the script.
```javascript
{
"synonyms": [
{
"accepted": "string",
"alt": [
"string",
...
]
},
...
],
"groups": [
"string",
...
],
"others": [
"string",
...
]
}
```
#### `data/wordcount.json`
```javascript
{
"count": [
{
"episodeAlt": "string",
"seasonNum": integer,
"episodeNum": integer,
"episodeTitle": "string",
"text": [
{
"name": "string",
"count": integer,
"lang": "string", // optional
"type": "string" // optional
},
...
]
},
...
]
}
```
#### `data/script-bag-of-words.json`
```javascript
{
"count": [
{
"episodeAlt": "string",
"seasonNum": integer,
"episodeNum": integer,
"episodeTitle": "string",
"text": [
{
"name": "string",
"text": "string",
"lang": "string", // optional
"translation": "string", //optional
"type": "string" // optional
},
...
]
},
...
]
}
```
## Use, Licensing, Attribution
Feel free to take an use this data however you'd like. It's provided as is, is a creative work, and is probably not perfectly accurate.
I only ask that you cite this repository if you do post/publish/share something you make using the data, and that you let me know (on Github or by email) about what you've made.