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Part 118 of Fandom Stats , Part 25 of Shipping Stats
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2024-01-16
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[Fandom stats] Where to find Gen on AO3 (January 2024)

Summary:

Common tags on AO3 (fandoms, ships, characters, and freeforms) that have a high percent of Gen fanworks, plus a few bonus analyses.

Notes:

The images here are also available in Google Slides. The data the graphs are based on are also available in Google Sheets.

Portions of this essay initially appeared in a Tumblr post.

Work Text:

Caption: A title card that reads: Toastystats presents - Where to find Gen on AO3 (January 2024).

I recently received the following two asks on Tumblr:

I was wondering if you have any gen focused stats? Specifically like which fandoms (above a threshold) have hoghest % of gen or which fandoms have the most gen period. Maybe even what tags are most common in gen fics? Most popular gen ships? Most popular gen ships that aren't tagged alongside romantic ships?

A spin off of the gen ask earlier, and this may just be personal bias, but I feel like theres been a rise in genfic recently. I'm thinking specifically of the minecraft youtubers/Batman/TLoU/The Mandalorian (just a rise in star wars gen in general I think). Its not really something anyone tracks but think I've noticed more and more gen ships, and not background ships but primary ships, on the top ao3 ship list.

In response, I put together these stats, using the biggest fandom/ship/character data I recently collected. (I also dug into the Gen tag a bit further in some cases -- for those that don't already know, you can also browse and filter all the Gen works on AO3 if you want to dive into the Gen tag yourself.)

Let's start by looking at the question of how the fraction of AO3 that gets tagged Gen has changed over time:

Caption: A graph from the following data:
Year	Fandom with the most Gen works	Gen only	Gen + other categories
2023	OriginalWork	13.4%	18.1%
2022	DreamSMP	14.3%	18.9%
2021	Minecraft	14.5%	19.0%
2020	BNHA	13.1%	17.4%
2019	MCU	12.0%	16.2%
2018	MCU	12.8%	17.0%
2017	HarryPotter	13.3%	17.7%
2016	Supernatural	13.6%	18.1%
2015	Supernatural	13.8%	18.7%
2014	Supernatural	16.3%	22.1%
2013	Supernatural	20.0%	26.6%
2012	Sherlock	21.4%	27.2%
2011	Supernatural	23.6%	28.3%
2010	Supernatural	25.3%	28.7%
2009	Supernatural	26.3%	28.7%

raw data

The percent of AO3 works each year that were tagged Gen was greatest when AO3 had just started (~2009). That’s true whether looking at all works that have the tag Gen or at works that ONLY use Gen and no other category tags. It also depends when you’re counting from; the average percent of Gen has risen a little since the lowest point in 2019, but there’s not an obvious ongoing upward trend.

That said, the second asker makes a good point that there are several recent popular fandoms that have a bunch of Gen. I listed the fandom with the most Gen for each year in the above graph – it starts out being mostly the same as the biggest fandom overall (usually Supernatural, early on). But it’s interesting to see the rise of Minecraft/Dream SMP more recently, which is a big fandom but not right at the top of the rankings. It’s just got A LOT of Gen. (Also very interesting to see Original Work as the top producer of Gen in 2023!)

I also looked at the fandoms with the most Gen works:

Caption: A graph from the following data:
tag	Gen only	Gen + other categories
Marvel Cinematic Universe	78,994	30,649
Video Blogging RPF	74,371	9,359
Harry Potter - J. K. Rowling	55,735	21,489
Star Wars - All Media Types	46,909	12,770
僕のヒーローアカデミア | Boku no Hero Academia | My Hero Academia (Anime & Manga)	42,373	16,687
Original Work	44,176	11,681
Supernatural (TV 2005)	43,919	11,118
The Avengers (Marvel Movies)	34,132	14,750
Minecraft (Video Game)	39,032	4,275
Batman - All Media Types	33,653	6,248
Dream SMP	35,341	3,317
DCU (Comics)	22,663	5,131
Sherlock (TV)	18,187	6,735
原神 | Genshin Impact (Video Game)	16,875	6,504
Naruto (Anime & Manga)	15,486	6,993
Pocket Monsters | Pokemon - All Media Types	14,719	3,113
Star Wars: The Clone Wars (2008) - All Media Types	14,005	3,562
Spider-Man (Tom Holland Movies)	13,292	3,323
Captain America (Movies)	10,228	5,659
Teen Wolf (TV)	8,959	6,235
Doctor Who (2005)	10,938	3,724
Undertale (Video Game)	11,509	3,117
One Piece (Anime & Manga)	11,309	3,167
Iron Man (Movies)	10,178	3,889
The Silmarillion and other histories of Middle-Earth - J. R. R. Tolkien	11,196	2,339

longer list with more data

There's a lot of overlap between this and the top 25 fandoms right now, but the following fandoms are outside the top 25:

  • One Piece (Anime & Manga) #32 overall
  • Pocket Monsters | Pokemon - All Media Types #34
  • Doctor Who (2005) #40
  • Undertale (Video Game) #41
  • Iron Man (Movies) #44
  • Spider-Man (Tom Holland Movies) #53
  • Star Wars: The Clone Wars (2008) - All Media Types #54
  • The Silmarillion and other histories of Middle-Earth - J. R. R. Tolkien #85

I also found the complete list of all the fandoms with 10K+ works that have Gen as their top category (there are only 19 of them):

Caption: A graph from the following data:
tag	Gen only works	Gen + other categories
Minecraft (Video Game)	39,042	4,273
Dream SMP	35,369	3,319
Star Wars: The Clone Wars (2008) - All Media Types	14,022	3,561
Spider-Man (Tom Holland Movies)	13,294	3,323
The Silmarillion and other histories of Middle-Earth - J. R. R. Tolkien	11,202	2,340
Batman (Comics)	11,489	1,941
The Legend of Zelda & Related Fandoms	9,978	1,872
Teenage Mutant Ninja Turtles - All Media Types	9,400	1,300
Hermitcraft SMP	7,753	707
The Lord of the Rings - J. R. R. Tolkien	6,854	1,557
Danny Phantom	6,958	799
NCIS	5,717	1,393
Star Wars Original Trilogy	5,557	1,415
The Umbrella Academy (TV)	5,814	1,045
White Collar (TV 2009)	5,690	609
Rise of the Teenage Mutant Ninja Turtles (Cartoon 2018)	5,012	581
Encanto (2021)	4,066	1,206
Star Wars: Rebels	3,209	925
OMORI (Video Game)	2,573	589

raw data

Those are the absolute numbers. But which fandoms have the highest proportion of Gen? I again limited it to just big fandoms -- the ones with over 10K fanworks -- and then I looked at the percent of each one that was Gen. Here are the top 25 fandoms by proportion:

Caption: A graph from the following data:
tag	Gen only	Gen + other categories	Not Gen
White Collar (TV 2009)	51.2%	5.5%	43.3%
Danny Phantom	45.1%	5.2%	49.7%
Dream SMP	44.1%	4.1%	51.8%
The Silmarillion and other histories of Middle-Earth - J. R. R. Tolkien	39.3%	8.2%	52.5%
Hermitcraft SMP	41.6%	3.8%	54.5%
Rise of the Teenage Mutant Ninja Turtles (Cartoon 2018)	39.0%	4.5%	56.4%
The Umbrella Academy (TV)	36.6%	6.6%	56.8%
Star Wars Original Trilogy	33.6%	8.6%	57.9%
Batman (Comics)	35.6%	6.0%	58.4%
Minecraft (Video Game)	37.1%	4.1%	58.8%
Teenage Mutant Ninja Turtles - All Media Types	34.7%	4.8%	60.4%
Star Wars: The Clone Wars (2008) - All Media Types	31.0%	7.9%	61.1%
Encanto (2021)	29.8%	8.9%	61.3%
Spider-Man (Tom Holland Movies)	29.4%	7.4%	63.2%
Star Wars: Rebels	28.3%	8.2%	63.6%
Batman - All Media Types	30.4%	5.6%	64.0%
The Lord of the Rings - J. R. R. Tolkien	29.0%	6.6%	64.5%
NCIS	28.5%	6.9%	64.6%
Star Wars Prequel Trilogy	27.3%	8.0%	64.7%
The Adventure Zone (Podcast)	27.6%	7.4%	65.0%
Fullmetal Alchemist: Brotherhood & Manga	26.8%	8.0%	65.3%
Fullmetal Alchemist - All Media Types	27.1%	7.0%	65.8%
The Legend of Zelda & Related Fandoms	28.4%	5.3%	66.3%
Stargate SG-1	29.1%	4.1%	66.7%
Gravity Falls	28.7%	4.6%	66.7%

longer list with more data

As in my previous stats, I omitted tags that weren't the same as their own top fandom tag. I did a similar filtering for all the tags below (including freeforms).

Now let's look at the popular ships with the highest percentage of Gen works. Three of the top 25 were romantic ships (shown in light gray below), so I added in three more platonic ships to this list also:

Caption:  A graph from the following data:
tag	Top fandom	Gen only	Gen + other categories	Not Gen
Tim Drake & Jason Todd	Batman - All Media Types	65.1%	5.7%	29.1%
Jason Todd & Bruce Wayne	Batman - All Media Types	63.9%	6.5%	29.6%
Dick Grayson & Bruce Wayne	Batman - All Media Types	61.0%	7.9%	31.1%
Dick Grayson & Jason Todd	Batman - All Media Types	61.9%	7.1%	31.0%
Technoblade & Phil Watson | Philza	Minecraft (Video Game)	62.2%	4.6%	33.1%
Wilbur Soot & TommyInnit	Minecraft (Video Game)	62.4%	3.1%	34.5%
TommyInnit & Phil Watson | Philza	Minecraft (Video Game)	61.8%	3.2%	34.9%
Technoblade & TommyInnit (Video Blogging RPF)	Minecraft (Video Game)	60.8%	3.0%	36.2%
No Romantic Relationship(s)	Minecraft (Video Game)	60.3%	2.3%	37.4%
Toby Smith | Tubbo & TommyInnit	Minecraft (Video Game)	58.0%	4.6%	37.4%
Wilbur Soot & Technoblade & TommyInnit & Phil Watson | Philza	Minecraft (Video Game)	56.4%	4.7%	38.9%
Ranboo & TommyInnit (Video Blogging RPF)	Minecraft (Video Game)	56.0%	4.3%	39.7%
Obi-Wan Kenobi & Anakin Skywalker	Star Wars - All Media Types	46.3%	13.5%	40.2%
Ranboo & Toby Smith | Tubbo	Minecraft (Video Game)	52.2%	6.3%	41.5%
Dean Winchester & Sam Winchester	Supernatural (TV 2005)	47.1%	10.8%	42.1%
Merlin & Arthur Pendragon (Merlin)	Merlin (TV)	42.1%	15.0%	42.9%
Peter Parker & Tony Stark	Marvel Cinematic Universe	44.4%	9.9%	45.7%
Diluc & Kaeya (Genshin Impact)	原神 | Genshin Impact (Video Game)	45.8%	6.9%	47.3%
Aizawa Shouta | Eraserhead & Midoriya Izuku	僕のヒーローアカデミア | Boku no Hero Academia | My Hero Academia (Anime & Manga)	35.5%	13.2%	51.3%
Bakugou Katsuki & Midoriya Izuku	僕のヒーローアカデミア | Boku no Hero Academia | My Hero Academia (Anime & Manga)	29.9%	11.0%	59.1%
Sherlock Holmes & John Watson	Sherlock (TV)	24.1%	10.7%	65.2%
James "Bucky" Barnes & Steve Rogers	Marvel Cinematic Universe	22.4%	12.1%	65.4%
Padmé Amidala/Anakin Skywalker	Star Wars - All Media Types	13.9%	17.3%	68.8%
Pepper Potts/Tony Stark	Marvel Cinematic Universe	15.0%	16.1%	68.9%
Adrien Agreste | Chat Noir & Marinette Dupain-Cheng | Ladybug	Miraculous Ladybug	18.2%	11.1%	70.7%
Robin Buckley & Steve Harrington	Stranger Things (TV 2016)	16.8%	12.2%	71.0%
Michelle Jones/Peter Parker	Spider-Man (Tom Holland Movies)	9.7%	14.5%	75.8%
Aziraphale & Crowley (Good Omens)	Good Omens (TV)	14.2%	9.7%	76.2%

longer list with more data

Amazing to see how dominated this is by Batman and Minecraft vlogger RPF! And we see a lot of these same fandoms dominating the analysis for popular characters:

Caption: A graph from the following data:
tag	Top fandom	Gen only	Gen + other categories	Not Gen
Phil Watson | Philza	Minecraft (Video Game)	49.1%	4.7%	46.2%
TommyInnit (Video Blogging RPF)	Minecraft (Video Game)	49.7%	3.9%	46.4%
Technoblade (Video Blogging RPF)	Minecraft (Video Game)	48.3%	4.3%	47.4%
Ranboo (Video Blogging RPF)	Minecraft (Video Game)	46.6%	5.2%	48.1%
Toby Smith | Tubbo	Minecraft (Video Game)	46.0%	5.1%	48.9%
Wilbur Soot	Minecraft (Video Game)	45.8%	4.3%	50.0%
Damian Wayne	Batman - All Media Types	35.1%	7.3%	57.6%
Donatello (TMNT)	Rise of the Teenage Mutant Ninja Turtles (Cartoon 2018)	37.2%	5.2%	57.7%
Leonardo (TMNT)	Rise of the Teenage Mutant Ninja Turtles (Cartoon 2018)	37.2%	4.9%	58.0%
Tim Drake	Batman - All Media Types	35.3%	6.6%	58.1%
Alfred Pennyworth	Batman - All Media Types	34.6%	7.3%	58.1%
Jason Todd	Batman - All Media Types	33.0%	6.1%	60.9%
Dick Grayson	Batman - All Media Types	32.3%	6.5%	61.2%
Anakin Skywalker	Star Wars - All Media Types	27.3%	8.4%	64.3%
Bruce Wayne	Batman - All Media Types	29.0%	6.3%	64.7%
Obi-Wan Kenobi	Star Wars - All Media Types	26.3%	8.2%	65.6%
Alexis | Quackity	Minecraft (Video Game)	27.5%	6.4%	66.2%
Luke Skywalker	Star Wars - All Media Types	23.8%	8.7%	67.5%
Clay | Dream (Video Blogging RPF)	Minecraft (Video Game)	27.0%	4.3%	68.7%
Yagi Toshinori | All Might	僕のヒーローアカデミア | Boku no Hero Academia | My Hero Academia (Anime & Manga)	21.3%	9.3%	69.4%
Zuko (Avatar)	Avatar: The Last Airbender	22.4%	8.0%	69.6%
John Winchester	Supernatural (TV 2005)	24.6%	5.6%	69.8%
Class 1-A (My Hero Academia)	僕のヒーローアカデミア | Boku no Hero Academia | My Hero Academia (Anime & Manga)	19.6%	10.5%	69.9%
Peter Parker	Marvel Cinematic Universe	22.4%	7.2%	70.4%
Aizawa Shouta | Eraserhead	僕のヒーローアカデミア | Boku no Hero Academia | My Hero Academia (Anime & Manga)	20.2%	9.2%	70.6%

longer list with more data

Let's finish by doing the same analysis for popular freeform tags ("Additional tags"):

Caption: A graph from the following data:
tag	Gen only	Gen + other categories	Not Gen	Gen
Sibling Bonding	47.2%	10.0%	42.9%	57.1%
Platonic Cuddling	45.8%	10.1%	44.1%	55.9%
Family Bonding	41.9%	11.6%	46.5%	53.5%
Platonic Relationships	40.7%	11.7%	47.6%	52.4%
Brothers	43.1%	9.1%	47.8%	52.2%
Team as Family	38.0%	13.2%	48.7%	51.3%
Families of Choice	36.3%	13.2%	50.5%	49.5%
Character Study	37.0%	9.2%	53.8%	46.2%
Family Feels	32.7%	13.4%	53.9%	46.1%
Whump	38.1%	7.8%	54.1%	45.9%
Pre-Canon	35.0%	7.6%	57.4%	42.6%
Crossover	30.4%	8.8%	60.8%	39.2%
Introspection	31.1%	7.6%	61.2%	38.8%
Family Fluff	26.2%	12.3%	61.4%	38.6%
Missing Scene	31.3%	7.0%	61.6%	38.4%
Canonical Character Death	28.3%	9.9%	61.8%	38.2%
Digital Art	32.9%	4.5%	62.5%	37.5%
Episode Related	29.2%	6.4%	64.4%	35.6%
Crack Treated Seriously	26.1%	8.9%	65.0%	35.0%
Grief/Mourning	25.8%	9.2%	65.0%	35.0%
Body Horror	27.1%	7.6%	65.3%	34.7%
Fanart	29.7%	5.0%	65.3%	34.7%
Horror	27.0%	7.3%	65.6%	34.4%
Implied/Referenced Child Abuse	25.1%	9.0%	65.9%	34.1%
Implied/Referenced Character Death	26.1%	7.9%	66.0%	34.0%

longer list with more data

This is quite a diverse mix of tags -- among other things, we see lots of tags about family, and about families of choice; some explicitly about platonic relationships; some about content that is more closely related to canon (Missing Scene, Episode Related, Pre-Canon); and some about difficult/painful experiences and feelings (Whump, Grief/Mourning, plus the tags about child abuse and character death -- and maybe we can toss Horror/Body Horror in there, too). I wasn't really expecting that last group (but perhaps those topics don't mix as easily with romance as some others)! Fascinating. I'd be interested to hear thoughts/read meta about which fandoms and/or tags/tropes are most likely to spawn Gen vs. shippy fic.

I hope you've enjoyed this dive into Gen works! Thanks for reading. :)

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