#Fandom Data Compilation

[shinyasahalo]

Top 100 AO3 Fem Ships (Aug. 21, 2024)

(F/F) Kara Danvers/Lena Luthor (Supergirl TV/DCU) 21,747 fics

(F/F) Original Female Character/Original Female Character (All Fandoms) 18,594 fics

(F/F) Evil Queen | Regina Mills/Emma Swan (Once Upon a Time TV) 16,359 fics

(F/F) Clarke Griffin/Lexa (The 100 TV) 13,283 fics

(F/F) Amity Blight/Luz Noceda (The Owl House TV) 12,932 fics

(F/F) Adora/Catra (She-Ra) 12,142 fics

(F/F) Marlene McKinnon/Dorcas Meadows (Marauders/Harry Potter) 9,073 fics

(F/F) Robin Buckley/Nancy Wheeler (Stranger Things TV) 8,694 fics

(F/F) Blake Belladonna/Yang Xiao Long (RWBY) 8,272 fics

(F/F) Korra/Asami Sato (Avatar Legend of Korra) 7,652 fics

(F/F) Caitlyn/Vi (Arcane League of Legends) 6,979 fics

(F/F) Jirou Kyouka/Yaoyorozu Momo (My Hero Academia) 6,826 fics

(F/F) Wednesday Addams/Enid Sinclair (Wednesday TV/Addams Family) 6,669 fics

(F/F) Alex Danvers/Maggie Sawyer (Supergirl TV/DCU) 6,532 fics

(F/F) Charlie Morningstar/Vaggie (Hazbin Hotel) 6,395 fics

(F/F) Waverly Earp/Nicole Haught (Wynonna Earp TV) 6,156 fics

(F/F) Ruby Rose/Weiss Schnee (RWBY) 5,972 fics

(F/F) Rose Lalonde/Kanaya Maryam (Homestuck) 5,528 fics

(F/F) Carmilla | Mircalla Countess Karnstein/Laura (Carmilla) 5,424 fics

(F/F) Chloe Beale/Beca Mitchell (Pitch Perfect) 5,410 fics

(F/F) Alphys/Undyne (Undertale) 4,848 fics

(F&F) Clarke Griffin & Lexa (The 100 TV) 4,695 fics

(F/F) Krista Lenz | Historia Reiss/Ymir of 104th (Attack on Titan) 4,483 fics

(F/F) Thirteenth Doctor/Yasmin Khan (Doctor Who TV) 4,482 fics

(F/F) Luna Lovegood/Ginny Weasley (Harry Potter) 3,979 fics

(F/F) Eve Polastri/Villanelle | Oksana Astankova (Killing Eve TV) 3,928 fics

(F/F) Maya Bishop/Carina DeLuca (Station 19 TV) 3,773 fics

(F/F) Santana Lopez/Brittany S. Pierce (Glee TV) 3,722 fics

(F/F) Sister Beatrice/Ava Silva (Warrior Nun TV) 3,714 fics

(F/F) Maxine "Max" Caulfield/Chloe Price (Life is Strange) 3,567 fics

(F/F) Asui Tsuyu/Uraraka Ochako (My Hero Academia) 3,407 fics

(F/F) Sara Lance/Ava Sharpe (Legends of Tomorrow TV/DCU) 3,394 fics

(F/F) Kara Danvers/Cat Grant (Supergirl TV/DCU) 3,391 fics

(F/F) Miranda Priestly/Andrea Sachs (Devil Wear Prada) 3,367 fics

(F/F) Mary MacDonald/Lily Evans Potter (Marauders/Harry Potter) 3,337 fics

(F/F) Root | Samantha Groves/Sameen Shaw (Person of Interest TV) 3,335 fics

(F/R) Natasha Romanov/Reader (Marvel) 3,299 fics

(F/F) Pamela Isley/Harleen Quinzel (Harley Quinn/DCU) 3,209 fics

(F/F) Beidou/Ningguang (Genshin Impact) 3,197 fics

(F/F) Raiden Ei | Baal/Yae Miko (Genshin Impact) 3,183 fics

(F&F) Alex Danvers & Kara Danvers (Supergirl TV/DCU) 3,135 fics

(F&F) Adora & Catra (She-Ra) 3,134 fics

(F/P) Edelgard von Hresvelg/My Unit | Byleth (Fire Emblem) 3,079 fics

(F&F) Kara Danvers & Lena Luthor (Supergirl TV/DCU) 2,969 fics

(F/F) Jennifer "JJ" Jareau/Emily Prentiss (Criminal Minds TV) 2,949 fics

(F/F) Rachel Berry/Quinn Fabray (Glee TV) 2,947 fics

(F/F) Serena Campbell/Bernie Wolfe (Holby City TV) 2,892 fics

(F/F) Wanda Maximoff/Natasha Romanov (Avengers/Marvel) 2,764 fics

(F/F) Fareeha "Pharah" Amari/Angela "Mercy" Ziegler (Overwatch) 2,760 fics

(F/F) Maria Hill/Natasha Romanov (Avengers/Marvel) 2,725 fics

(F/R) Wanda Maximoff/Reader (Marvel) 2,713 fics

(F/F) Hermione Granger/Pansy Parkinson (Harry Potter) 2,682 fics

(F/F) Anna/Elsa (Frozen/Disney Theatrical Universe) 2,680 fics

(F/F) Alicent Hightower/Rhaenyra Targaryen (House of the Dragon TV/Song of Ice and Fire) 2,673 fics

(F/F) Beauregard Lionett/Yasha (Critical Role) 2,669 fics

(F/F) Gideon Nav/Harrowhark Nonagesimus (The Locked Tomb) 2,636 fics

(F/F) Jean/Lisa (Genshin Impact) 2,613 fics

(F/F) Hope Mikaelson/Josie Saltzman (Legacies TV/Vampire Diaries) 2,595 fics

(F/F) Cheryl Blossom/Toni Topaz (Riverdale TV/Archie Comics) 2,499 fics

(F/F) Yelena Belova/Kate Bishop (Hawkeye TV/Marvel) 2,478 fics

(F&F) Alya Cesaire | Rena Rouge & Marinette Dupain-Cheng | Ladybug (Miraculous Ladybug) 2,450 fics

(F/F) Peggy Carter/Angie Martinelli (Agent Carter TV/Marvel) 2,441 fics

(F/F) Lapis Lazuli/Peridot (Steven Universe) 2,434 fics

(F&F) Eda Clawthorne & Luz Noceda (The Owl House) 2,340 fics

(F/F) Hermione Granger/Bellatrix Black Lestrange (Harry Potter) 2,293 fics

(F/P) Shepard/Liara T'Soni (Mass Effect) 2,274 fics

(F/F) Maura Isles/Jane Rizzoli (Rizzoli & Isles TV) 2,266 fics

(F/F) Juleka Couffaine/Rose Lavillant (Miraculous Ladybug) 2,260 fics

(F/F) Gwen/Morgana (Merlin TV) 2,244 fics

(F&F) Maya Bishop & Carine DeLuca (Station 19 TV) 2,229 fics

(FGQ/F) Akiyama Mizuki/Shinonome Ena (Project SEKAI) 2,169 fics

(F/F) Toga Himiko/Uraraka Ochako (My Hero Academia) 2,095 fics

(F/F) Allison Argent/Lydia Martin (Teen Wolf TV) 2,073 fics

(F/F) Eleven | Jane Hopper/Maxine "Max" Mayfield (Stranger Things TV) 2,045 fics

(F/F) Diana Cavendish/Atsuko "Akko" Kagari (Little Witch Academia) 2,022 fics

(F/F) Shimizu Kiyoke/Yachi Hitoki (Haikyuu!) 1,923 fics

(F&F) Yelena Belova & Natasha Romanov (Black Widow/Marvel) 1,913 fics

(F&F) Original Female Character & Original Female Character (All Fandoms) 1,897 fics

(F/F) Jemma Simmons/Skye | Daisy Johnson (Agents of SHIELD TV/Marvel) 1,886 fics

(F/F) Myaka Bering/Helena "HG" Wells (Warehouse 13 TV) 1,870 fics

(F/F) Meredith Grey/Addison Montgomery (Grey's Anatomy TV) 1,861 fics

(F/P) Niijima Makoto/Persona 5 Protagonist (Persona) 1,860 fics

(F/F) Dina/Ellie (The Last of Us) 1,857 fics

(F&F) Wednesday Addams & Enid Sinclair (Wednesday TV/Addams Family) 1,842 fics

(F/F) Mikasa Ackerman/Annie Leonhart (Attack on Titan) 1,839 fics

(F/F) Tara Maclay/Willow Rosenberg (Buffy the Vampire Slayer TV) 1,825 fics

(F/F) Laudna/Imogen Temult (Critical Role) 1,814 fics

(F/F) Anne Boonchuy/Marcy Wu (Amphibia) 1,793 fics

(F/F) Kugisaki Nobara/Zenin Maki (Jujutsu Kaisen) 1,762 fics

(F/F) Clary Fray/Isabella Lightwood (Shadowhunters TV) 1,755 fics

(F&F) Anna & Elsa (Frozen/Disney Theatrical Universe) 1,742 fics

(F/F) Sansa Stark/Margery Tyrell (Game of Thrones TV/Song of Ice and Fire) 1,723 fics

(F/F) Azula/Ty Lee (Avatar Last Airbender) 1,712

(F/F) Kathryn Janeway/Seven of Nine (Star Trek Voyager TV) 1,697 fics

(F&P) Paimon & Traveler (Genshin Impact) 1,687 fics

(F/F) Faith Lehane/Buffy Summers (Buffy the Vampire Slayer TV) 1,679 fics

(F/F) Alex Danvers/Kelly Olson (Supergirl TV/DCU) 1,669 fics

(F/F) Azusawa Kohane/Shiraishi An (Project SEKAI) 1,645 fics

(F/F) Tobin Heath/Christen Press (Sports RPF) 1,643 fics

(F/F) Delphine Cormier/Niehaus (Orphan Black TV) 1,635 fics

[fivedayslater]

Like Fine Wine: An Informal Study of Zoro/Sanji Side Pairings

I've been curious about which side pairings crop up the most alongside ZoSan, so I decided to look into it the only way I know how: AO3 tag usage

Come on this journey with me

Since people tag side pairings in either the Additional Tags section using the format Minor [Ship Tag] and in the Relationship Tags section alongside the main relationship pretty evenly, I decided the best way to go about this was to get both numbers and add them together. The way I got these numbers was by searching AO3 for works tagged with Roronoa Zoro/Sanji in the Relationship section and Minor [Ship Name] in the Additional Tags section, then with both Roronoa Zoro/Sanji and [Ship Name] in the Relationship section.

I am aware that this meant that I a) counted fics that were tagged in both the Relationship and Additional Tags sections twice, and b) counted those giant one-shot collections that tag every single ship featured even if they're only in one chapter (derogatory), which aren't quite what I'm looking for, but even so I feel this was the best way to go about it given the tools at my disposal.

As for which pairings to search, I went to the experts, aka Zoro/Sanji fic readers. I took suggestions from here, the ZoSan Club discord server, Twitter, and BlueSky. I also added the top 50 or so l tagged One Piece ships on AO3 that didn't involve Zoro or Sanji to see how they compared overall.

(Poly ships were excluded because most tagging on them also includes tagging every combination in the poly ship, and would have skewed the data)

It should also be noted that because of how this method functions, I also would have counted fics where Zoro/Sanji is tagged in the Relationships section, but is only a side pair to the main pairing. I deemed this acceptable, as the point of this quest is to see which ships go the most with Zoro/Sanji, and them being the side pairing counts. It also means that fics with these side pairings that don't have them tagged at all weren't counted, but there's not much I can do about that.

The results of all this?

Most everyone on every platform agreed that Franky/Robin, Nami/Vivi, Usopp/Kaya, and Luffy/Law were the most common. And the numbers agree:

(purple is for the assumed top ships, green is for suggested ships, and blue is for AO3's top ships)

Here's everything broken down by which tags were searched:

Here's the breakdown of what my Panel Of Experts (the people who replied) like to see alongside ZoSan:

And here's the breakdown AO3's top ships

What have we learned from this:

The pairings most popular with Zoro/Sanji tend to feature Straw Hats (Franky, Robin, Luffy, Nami, Usopp), or people who would reasonably be around the Straw Hats in an AU (Ace, Mihawk, Law, Sabo)

We as a community really need to standardize how we tag side ships. Considering writing up a Best Practices post. Will keep you posted

When everyone agrees, that's probably the right answer

I think Law/Luffy beating out Franky/Robin on the Relationship tags has to do with there simply being more Law/Luffy fic. It doesn't appear as a side pairing as much, but is often a main pairing alongside Zoro/Sanji, and a lot of Law/Luffy centric fics have Zoro/Sanji as a side pair

Doflamingo is very popular to ship around for some reason? He's in like 5 of the top 10 ships

Law is too, but like. I get that

Sabo too! Everyone really likes throwing Sabo at people

You are all so right about Kuina/Sabo though

There are pairings that made the list like Killer/Penguin and Crocodile/Dragon that I assume are very popular side pairings in like Kid/Law and Luffy centric fics, but don't have a lot of showing in Zoro/Sanji fic

More studies could be done into more specific breakdowns within each side pairing, and how often Zoro/Sanji appears as a side pairing with the other ship as a main pairing, but I don't want to. Maybe later

Mostly what I learned is that i have way too much time on my hands 👍

Still, maybe some of you are interested in the results too, in which case, you're welcome :)

[watery-melon-baller]

whoooooos willing to go into the toh discord server and plop my silly little fandom survey in there because im too much of a pussy to do it myself <3

[havesword]

You ever see a meme or a video and think "I wish I could show this to my blorbo"

[lindsaymendzs]

i saw a post on some bsc blog or forum several years ago that listed every student ever mentioned to attend sms and no matter how deep into search results i go i can’t fucking find it

[homoquartz]

🌈 wanna do something cool with me?

like, cool in the internet sense. because i have compiled all the data and i was right: queer shows are getting canceled twice as often. and earlier, too. we lost HALF of them this year!

i have all the data in a carrd (there's SO MUCH data) and it's kind of shaking out to be like. a legit thesis.

so even if your fave show is returning or finished already, it's still important to know this is going on in our current cultural landscape. and while LGBTQ book bans rise and our rights take hits, we need those messages that queer people deserve to be seen and loved.

i talked with a friend who organizes, and we're gonna make it a cross-fandom hashtag going live on Dec 16. 🥰

if you want to participate, reach out to me via message! anyone is welcome to join in.

even if your fandom is safe, even if you don't have a ton of followers. the goal is to get attention - not just for current rep, but for canceled shows too. it'll be a great opportunity to share why your fave matters to you, too.

stay silly ✌️

edit: idk why i wanted y'all to ask for it, the data is here

[destinationtoast]

1/3 - Hi there! Three (I think) part ask incoming. You're the main person I know of who compiles tons of interesting fandom stats, so I wanted to ask you about it if you have the time to answer. :) I think a lot about how AO3 works great as a fan*fic* archive, but for other fanworks, like images, audio, video, etc., it's only as good as wherever the media is being hosted. With the way hosting sites come and go, or change their TOS to nuke nsfw or queer content, etc., it makes me wonder

how many broken image links litter AO3 at this point. I know it's not considered the primary place to find fanart, but a lot of folks do post images there—for events like Big Bangs, as standalone art, and even as decorative section breaks, etc. My question is: do you think there's a way to look at, say, works tagged with #fanart (of which there are 99,504 atm) and determine what percentage of those are broken links? From what little I understand, one would have to (perhaps with the use of a simple bot?) try to open any link bordered by the <img src> html, and see what portion of those return an error versus what ones actually load? I suppose it could even be something like looking at fanart posted in 2007, 2012, 2017, and 2022 to compare how many older links are broken versus newer links. Anyway, this may be completely unfeasible, but I figured I'd ask about your thoughts! Thanks!

Ooh, thanks for the great question! I took a while to answer because I wasn't initially sure what to recommend and ended up gathering some data to investigate. (If anyone else also has relevant data, please share in the notes!)

I liked your idea of looking at samples different years going back, and I decided to look through 100 AO3 works tagged "Fanart" (or a subtag) that were posted 10 years ago -- as a very fast starting point, I didn't even take a random sample of works, I instead looked at the first 100 multimedia fanworks posted in July 2014. (And August, when necessary; see more notes on methodology at the end.) Please keep in mind that this sample that may not be very representative of AO3 more broadly; to get better estimates, more sampling would be needed. Based on this initial data gathering (and the fact that most fanworks on AO3 were posted within the past 10 years), I would tentatively guess that that most fanart, fanvids, and podfic on AO3 still have accessible multimedia.

Given how many broken links and embeds there are on older webpages, I assumed that a ton of the links from 10 years ago would be broken. But I was pleasantly surprised by the results:

Wow -- 10 years on roughly 90% of the multimedia still works! I was honestly floored; I'd been originally planning to also look at 5 years ago to see how much better that was, but if ~90% are still working 10 years on, 5 years ago doesn't have room to be dramatically better. (However, I'd love to see more follow up sampling across different years to find out.)

There were a lot of AO3 users in this sample who posted multiple works -- some posted as many as a dozen multimedia works in July 2014. I didn't want the results to be overly skewed by any one fanwork creator, so I also redid the analysis with just one work from each unique creator:

Okay, cool, those results are pretty similar. I also did some further breakdowns on this smaller set of works to look at which hosts creators were using, and how many of the hosts were still working:

The most common fanart host used in this sample was Tumblr, then wixmp -- which I think from some very quick googling might be because Deviantart switched to using Wix for image hosting at some point? (i.e., I think most of those artists may have posted their art on Deviantart, then linked to/embedded the image on AO3, and the image's direct URL was was wixmp.) There were a few other hosts at the time that were used by 5+ different artists in the sample, and then there were a whole lot of hosts were used by just one or a few artists.

Most of the 10-year-old fanart is still up for all of these hosting categories! Photobucket is the least reliable of the most commonly used hosts. In the Other category, 25% of the links are broken, but that's still better than I expected (see full host list here).

This is getting long, so I'm moving the breakdowns for fanvids and podfic beneath the cut:

Fanvids were almost all hosted on YouTube, Vimeo, or both (the above categories are not mutually exclusive). All the Vimeo links still worked, whether they required a password to view or not. Most YouTube links were working, and the few missing ones had almost all been taken down by YouTube for copyright reasons (according to the errors I got -- I'm not rendering judgment about whether they were actually fair use), rather than by the vidder who posted it. And almost a third of vidders also linked to other hosts besides the big two, but many of those links were broken; 59% still worked. (see full host list here)

For podfic, mediafire was a popular solution 10 years ago, though many podficcers used it as a backup rather than the main link that they shared. A lot of podficcers made use of a fandom hosting site that specialized in podfic -- either parakaproductions.com or audiofic.jinjurly.com. Four podficcers used soundcloud (often as a backup). And once again there were a lot of less-frequently used hosts, often used as backup links; 69% of those still worked. (see full host list here)

Some methodology notes and further thoughts:

For fanvids and podfic (but mostly not from fanart), the fanwork creators tended to provide multiple links, and in those cases, I counted the multimedia as working if at least one of the links was still working.

I counted embedded media and links to other sites that host the media all the same way.

I counted the media as broken if I got a 404 when I tried to visit it, or if a site like YouTube had taken it down due to copyright issues, or if I got an Access Denied message for a site like Google Drive.

I counted the media as working if it required a password that was given on the page (common with Vimeo), or if an embed was broken but there were working links to other sites.

How representative is this data? Well, these samples contained most/all of the multimedia fanworks posted in July 2014; that month, there were 70 fanvids, 135 podfic, and 186 pieces of fanart posted that haven't been deleted since. So it's pretty representative of July 2014 specifically. :) But there could have been, say, a fanwork challenge going on in July 2014 that caused unusual uploading patterns then.

The above data gathering and analysis took me several hours over several days. If you want to follow up, you could do more data gathering similar to what I did (I'm happy to elaborate on my process as needed). Or you could write a bot to do something similar; you could have it fetch more AO3 fanworks and try following the links within each work. However, that would be slightly tricky; I ran across more kinds of errors and complicated situations than I expected (e.g., if a YouTube video has been taken down due to copyright, it still has a working YouTube page; sometimes an embed is broken, but if you open the link within the embed in a separate window, it still works fine; many Vimeo links require a password to test, and it could be hard for the bot to reliably find the password in the surrounding text). So you'd have to program your bot to be able to handle a bunch of different special cases.

Regardless of which path you are considering, if you or anyone else does any follow up work here, I encourage you to start by looking through a bunch of fanworks yourself and deciding which scenarios you want count as "working" vs. "not working," and any other things you want to pay attention to.

Hope that helps, and please feel free to DM me with follow up questions. And if you follow up, please share anything else you figure out in this space!

[novella-november]

See, here's the thing about generative AI:

I will always, always prefer to read the beginner works of a young writer that could use some editing advice, over anything a predictive text generator can spit out no matter how high of a "quality" it spits out.

I will always be more interested in reading a fanfiction or original story written by a kid who doesn't know you're meant to separate different dialogues into their own paragraphs, over anything a generative ai creates.

I will happily read a story where dialogue isn't always capitalized and has some grammar mistakes that was written by a person over anything a computer compiles.

Why?

Because *why should I care about something someone didn't even care enough to write themselves?*

Humans have been storytellers since the dawn of humankind, and while it presents itself in different ways, almost everyone has stories they want to tell, and it takes effort and care and a desire to create to put pen to paper or fingers to keyboard or speech to text to actually start writing that story out, let alone share it for others to read!

If a kid writes a story where all the dialogue is crammed in the same paragraph and missing some punctuation, it's because they're still learning the ropes and are eager to share their imagination with the world even if its not perfect.

If someone gets generative AI to make an entire novel for them, copying and pasting chunks of text into a document as it generates them, then markets that "novel" as being written by a real human person and recruits a bunch of people to leave fake good reviews on the work praising the quality of the book to trick real humans into thinking they're getting a legitimate novel.... Tell me, why on earth would anyone actually want to read that "novel" outside of morbid curiosity?

There's a few people you'll see in the anti-ai tags complaining about "people being dangerously close to saying art is a unique characteristic of the divine human soul" and like...

... Super dramatic wording there to make people sound ridiculous, but yeah, actually, people enjoy art made by humans because humans who make art are sharing their passion with others.

People enjoy art made by animals because it is fascinating and fun to find patterns in the paint left by paw prints or the movements of an elephants trunk.

Before Generative AI became the officially sanctioned "Plagiarism Machine for Billionaires to Avoid Paying Artists while Literally Stealing all those artists works" people enjoyed random computer-generated art because, like animals, it is fascinating and fun to see something so different and alien create something that we can find meaning in.

But now, when Generative AI spits out a work that at first appears to be a veritable masterpiece of art depicting a winged Valkyrie plunging from the skies with a spear held aloft, you know that anything you find beautiful or agreeable in this visual media has been copied from an actual human artist who did not consent or doesn't even know that their art has been fed into the Plagiarism Machine.

Now, when Generative AI spits out a written work featuring fandom-made tropes and concepts like Alpha Beta Omega dyanamics, you know that you favorite fanfiction website(s) have probably all been scraped and that the unpaid labours of passion by millions of people, including minors, have been scraped by the Plagiarism Machine and can now be used to make money for anyone with the time and patience to sit and have the Plagarism Machine generate stories a chunk at a time and then go on to sell those stories to anyone unfortunate enough to fall for the scam,

all while you have no way to remove your works from the existing training data and no way to stop any future works you post be put in, either.

Generative AI wouldn't be a problem if it was exclusively trained on Public Domain works for each country and if it was freely available to anyone in that country (since different countries have different copyright laws)

But its not.

Because Generative AI is made by billionaires who are going around saying "if you posted it on the Internet at any point, it is fair game for us to take and profit off," and anyone looking to make a quick buck can start churning out stolen slop and marketing it online on trusted retailers, including generating extremely dangerous books like foraging guides or how to combine cleaning chemicals for a spotless home, etc.

Generative AI is nothing but the works of actual humans stolen by giant corporations looking for profit, even works that the original creators can't even make money off of themselves, like fanfiction or fanart.

And I will always, always prefer to read "fanfiction written by a 13 year old" over "stolen and mashed together works from Predictive Text with a scifi name slapped on it", because at least the fanfiction by a kid actually has *passion and drive* behind its creation.

[flamingpudding]

Fictober23 Prompt: 4 - "Do you even know what this means?"

Fandom: DPxDC

Rating: G

Warnings: -

Tim stared at his family with pure exhaustion before letting out a sigh while covering his face with his hands because of the worried looks they were sending him after his long rant.

It had all started with a stupid school project. It was just supposed to be a stupidly simple school project. Did he think of the whole thing as the greatest nonsense project his school has ever come up with? Yes. Did he still do it? Yes. He needed the extra credits, because of some stupid meetings he had missed other projects which was the entire reason he took part in this one.

Maybe he should have tried buying his grade out of it like all the other snobbish rich kids but then he would feel guilty and the moment Alfred found out, he would have to life with the disappointed™ look. Something he really didn't want to deal with. So instead he took part in this stupid ancestry project his school had organized.

But when he had allowed the school to send in his DNA he certainly did not expect the result he got back. Because when he opened the email, he noted that it was addressed to someone named Danny Fenton not Tim Drake, he didn't even read the rest really. That should have been his first warning.

His second warning was when he had hacked into the that DNA testing facility to actually get his results back and then found a note on his data file about a near 100% DNA match to one Danny Fenton which caused them to assumed that Tim was Danny and just had sent in his DNA a second time after, he peaked through his finger onto the screen, 5 years. That should have been his second warning.

But no, Tim had actively ignored all the warnings and decided to dig into who this Danny Fenton was. Because there were so many possibilities of how they could match but only so little to explain the time difference between them sending in the DNA samples. For dear good Tim hoped to all things that there wasn't someone else to have attempted to clone him before Ra, no worse even, he hoped HE wasn't the clone in this situation.

Really he didn't want to add existential crisis to all the problems and cases he already had to deal with.

So what does one do best when they learn there was someone with nearly the same DNA you have? He looked that someone up. So that was what Tim did next. He had spent nights looking up anything he could find, summarizing all the information he found, branching off when he found other concerning stuff and then stewed in some frustration of the incompetence of some people when discovering other facts.

In the end Tim compiled all the data he had found into a 30 slides long power point. That he had presented to his family and was awaiting their reaction. Bruce had grunted earlier and the demon brat had huffed out something in between slight 25 and 26 earlier. Jason had muttered something right at the beginning and Dick had stayed quiet the entire time, so did Cass. Steph hadn't said a thing either and Duke looked just puzzled.

"Do you even know what that means?" Demon brat finally broke the silence, causing Tim's eye to twitch before aggressively pointing to his last slide still on the presenter.

"Yes, I do know what this means. I have listed all possibilities right here if you haven't noticed. And i explained possibility three, four and six on slide-"

"Replacement. I don't think that's what the brat means." Jason cut in and Tim glared at him.

"Timmy, when was the last time you slept?" Dick carefully asked and Tim directed his glare at him.

"I believe Master Timothy hasn't slept for about 72 hours now." Alfred added in with that disapproving stare of him and time looked away stubbornly. How was the amount of sleep he got relevant right now? There was a possibility of him being a clone or someone having cloned maybe even years before he started to follow B around as a kid with a camera.

Bruce let out a sigh and Steph appeared to try to hide a chuckle leaning on Cass shoulder. "He must be lacking sleep if he doesn't see the most obvious possibility considering the time line he presented on slide 18."

"Oh so, I am not the only one thinking he is missing another obvious possibility?" Duke asked and once more Tims eye twitched. Getting fed up with his family, Tim huffed and crossed his arms, glaring at them all.

"And what is it that I am obviously missing?"

"The screenshot of the mail you put in slide 3 stated that it's not a 100% match but 89%. In addition it stated in the last line a suspected possibility of a familiar relation. I am disappointed, Drake. That you would miss something this obvious."

"What?" Tim whirled around going to the slide to reread the mail.

"Considering that I am pretty sure, we don't have any sort of cloning case here Tim." Dick started his voice now slightly laced with Humor and Tim narrowed his eyes at his older brother over his shoulder. "You just discovered that you had a twin, that we probably still go to rescue."

Tim's mouth opened and closed like a fish out of water. He did not know what to say and before he could even catch up with what his brothers had said Alfred was already behind him pushing him towards the elevator.

"It is time for you to get some sleep Master Timothy. I am sure Master Bruce and the others will be perfectly able to handle the rest of the situation with the information you compiled. You can join them after you have rested."

[olderthannetfic]

Last year I wrote up a post explaining why the big AO3 ship stats list (that was seen and passed around by millions of people on twitter) is full of garbage data and shouldn't be trusted. Centreoftheselights just posted their new 2024 stats but unfortunately they've refused to change their crap methodology so the data is just as wildly inaccurate this year. For example, Castiel/Dean didn’t even make it on the list despite having 6000 new works in 2024, which should’ve put it in the Top 10.

Fortunately, Randomist1031 has compiled what seems to be a much more accurate 2024 ship stats dataset that includes privated fics AND gathers the counts correctly. I'm begging everyone to PLEASE share this list and use it for fandom analysis instead.

--

Oh god, someone sent it to me earlier. I wish fandom wouldn't be so credulous about stats. So much methodology is ass.

[shinyasahalo]

Top 100 AO3 Ships (All) May 1, 2024

(M/M) Castiel/Dean Winchester (Supernatural TV) 116,578 fics

(M/M) Derek Hale/Stiles Stilinski (Teen Wolf TV) 73,560 fics

(M/M) Sherlock Holmes/John Watson (Sherlock TV) 72,435 fics

(M/M) Draco Malfoy/Harry Potter (Harry Potter) 70,893 fics

(M/M) James "Bucky" Barnes/Steve Rogers (Captain America/Marvel) 66,307 fics

(GQ/GQ) Aziraphale/Crowley (Good Omens TV) 64,542 fics

(M/M) Sirius Black/Remus Lupin (Marauders/Harry Potter) 51,400 fics

(M/M) Steve Rogers/Tony Stark (Avengers/Marvel) 47,536 fics

(M/M) Bakugou Katsuki/Midoriya Izuku (My Hero Academia) 45,551 fics

(M/M) Harry Stiles/Louis Tomlinson (One Direction) 44,633 fics

(M/M) Lan Zhan | Lan Wangji/Wei Ying | Wei Wuxian (Modao Zushi) 42,229 fics

(M/M) Jeon Jungkook/Kim Taehyung | V (Bangtan Boys/K-Pop) 39,019 fics

(M/M) Merlin/Arthur Pendragon (Merlin TV/Arthurian Mythology) 37,813 fics

(F/M) Adrien Agreste | Chat Noir/Marinette Dupain-Cheng | Ladybug (Miraculous Ladybug) 36,839 fics

(M/M) Keith/Lance (Voltron) 34,994 fics

(M/M) Dean Winchester/Sam Winchester (Supernatural TV) 34,574 fics

(M/M) Bakugou Katsuki/Kirishima Eijirou (My Hero Academia) 32,707 fics

(M/M) Dazai Osamu/Nakahara Chuuya (Bungou Stray Dogs) 32,625 fics

(M/M) Magnus Bane/Alec Lightwood (Shadowhunters TV) 32,313 fics

(M/M) Will Graham/Hannibal Lector (Hannibal TV) 30,944 fics

(F/M) Rey/Ben Solo | Kylo Ren (Sequel Trilogy/Star Wars) 30,449 fics

(F/M) Hermione Granger/Draco Malfoy (Harry Potter) 30,410 fics

(M&M) Peter Parker & Tony Stark (Avengers/Marvel) 30,368 fics

(M/M) Jeon Jungkook/Park Jimin (Bangtan Boys/K-Pop) 30,137 fics

(F/M) Original Female Character/Original Male Character (All Fandoms) 29,256 fics

(M/M) Min Yoongi | Suga/Park Jimin (Bangtan Boys/K-Pop) 29,163 fics

(M/M) Katsuki Yuuri/Victor Nikiforov (Yuuri On Ice) 27,963 fics

(F/M) James Potter/Lily Evans Potter (Marauders/Harry Potter) 27,505 fics

(M/M) Steve Harrington/Eddie Munson (Stranger Things TV) 27,249 fics

(M/M) Evan "Buck" Buckley/Eddie Diaz (9-1-1 TV) 25,676 fics

(M/M) Original Male Character/Original Male Character (All Fandoms) 25,438 fics

(M/M) Midoriya Izuku/Todoroki Shouto (My Hero Academia) 24,637 fics

(M/M) Kim Namjoon | RM/Kim Seokjin | Jin (Bangtan Boys/K-Pop) 23,837 fics

(M/M) Clay | Dream/GeorgeNotFound (Video Blogging RPF) 23,714 fics

(M/M) Aizawa Shouta | Eraserhead/Yamada Hizashi | Present Mic (My Hero Academia) 23,690 fics

(F/M) Pepper Potts/Tony Stark (Iron Man/Marvel) 23,633 fics

(M&M) Wilbur Soot & TommyInnit (Video Blogging RPF) 22,378 fics

(M/M) Geralt of Rivia/Jaskier | Dandelion (The Witcher TV) 22,138 fics

(F/M) Hermione Granger/Ron Weasley (Harry Potter) 22,024 fics

(F/F) Kara Danvers/Lena Luthor (Supergirl TV/DCU) 21,423 fics

(M/M) James T. Kirk/Spock (Original Series/Star Trek) 21,144 fics

(M/M) Iwaizumi Hajime/Oikawa Tooru (Haikyuu!) 21,062 fics

(M&M) Sherlock Holmes & John Watson (Sherlock TV) 21,018 fics

(M/M) Hinata Shouya/Kageyamo Tobio (Haikyuu!) 19,681 fics

(M/M) Blackbeard | Edward Teach/Stede Bonnet (Our Flag Means Death TV) 19,581 fics

(M/M) Blaine Anderson/Kurt Hummel (Glee TV) 19,279 fics

(GQ&GQ) Aziraphale & Crowley (Good Omens TV) 18,515 fics

(F/M) Harry Potter/Ginny Weasley (Harry Potter) 18,466 fics

(M&M) Bakugou Katsuki & Midoriya Izuki (My Hero Academia) 18,433 fics

(M/M) Levi Ackerman/Eren Yeager (Attack on Titan) 18,426 fics

(M/M) Jung Hoseok | J-Hope/Min Yoongi | Suga (Bangtan Boys/K-Pop) 18,380 fics

(M/M) Harry Potter/Severus Snape (Harry Potter) 18,170 fics

(M/M) Erik Lehnsherr/Charles Xavier (X-Men/Marvel) 18,106 fics

(M/M) Dan Howell/Phil Lester (Video Blogging RPF) 17,899 fics

(M/M) Akaashi Keiji/Bokuto Koutarou (Haikyuu!) 17,719 fics

(F/F) Original Female Character/Original Female Character (All Fandoms) 17,339 fics

(F/N) The Doctor/Rose Tyler (Doctor Who TV) 17,153 fics

(M/M) Armitage Hux/Ben Solo | Kylo Ren (Sequel Trilogy) 17,086 fics

(M/R) James "Bucky" Barnes/Reader (Marvel) 16,982 fics

(M/M) Keith/Shiro (Voltron) 16,928 fics

(M/M) Ian Gallagher/Mickey Milkovich (Shameless TV) 16,592 fics

(M&M) Dean Winchester & Sam Winchester (Supernatural TV) 16,235 fics

(F/F) Evil Queen | Regina Mills/Emma Swan (Once Upon a Time TV) 16,177 fics

(M/M) Han Jisung | Han/Lee Minha | Lee Know (Stray Kids/K-Pop) 15,998 fics

(M/M) Eddie Kaspbrak/Richie Tozier (IT Movies) 15,991 fics

(M/M) Kim Taehyung/Park Jimin (Bangtan Boys/K-Pop) 15,888 fics

(M&M) Toby Smith | Tubbo & TommyInnit (Video Blogging RPF) 15,665 fics

(M/M) Jenson Ackles/Jared Padalecki (Actor RPF) 15,635 fics

(M/M) Uchiha Sasuke/Uzumaki Naruto (Naruto) 15,460 fics

(M/M) Loki/Thor (Thor Movies/Marvel) 15,430 fics

(M/M) Jeon Jungkook/Min Yoongi | Suga (Bangtan Boys/K-Pop) 15,334 fics

(M/M) Tartaglia | Childe/Zhongli (Genshin Impact) 15,178 fics

(M/M) Rodney McKay/John Sheppard (Stargate Atlantis TV) 15,145 fics

(M/M) Gabriel/Sam Winchester (Supernatural TV) 14,916 fics

(F/M) Bellamy Blake/Clarke Griffin (The 100 TV) 14,907 fics

(F/M) Fox Mulder/Dana Scully (The X-Files TV) 14,787 fics

(F/M) Annabeth Chase/Percy Jackson (Percy Jackson TV) 14,420 fics

(M/M) Regulus Black/James Potter (Marauders/Harry Potter) 14,398 fics

(M/M) Getou Suguru/Gojo Satoru (Jujutsu Kaisen) 13,993 fics

(M&M) Technoblade & TommyInnit (Video Blogging RPF) 13,727 fics

(M/M) Harry Potter/Tom Riddle | Voldemort (Harry Potter) 13,682 fics

(M/M) Mycroft Holmes/Greg Lestrade (Sherlock Holmes TV) 13,515 fics

(M/M) Levi Ackerman/Erwin Smith (Attack on Titan) 13,359 fics

(M/M) Frank Iero/Gerard Way (My Chemical Romance) 13,310 fics

(M&M) Aizawa Shouta | Eraserhead & Midoriya Izuku (My Hero Academia) 13,303 fics

(M/M) Miya Atsumo/Sakusa Kiyoomi (Haikyuu!) 13,207 fics

(F/F) Clarke Griffin/Lexa (The 100 TV) 13,194 fics

(M/M) Jack Harkness/Ianto Jones (Torchwood TV/Doctor Who) 13,111 fics

(M&M) James "Bucky" Barnes & Steve Rogers (Captain America/Marvel) 13,073 fics

(M/M) Steve McGarret/Danny "Danno" Williams (Hawaii Five-O TV) 13,064 fics

(F/M) Clint Barton/Natasha Romanov (Avengers/Marvel) 13,052 fics

(M/M) Enjolras/Grantaire (Les Miserables) 12,829 fics

(M/M) Loki/Tony Stark (Avengers/Marvel) 12,808 fics

(M/M) Bilbo Baggins/Thorin Oakenshield (The Hobbit) 12,773 fics

(M&M) Castiel & Dean Winchester (Supernatural TV) 12,751 fics

(F/M) Oliver Queen/Felicity Smoak (Arrow TV/DCU) 12,721 fics

(F/F) Amity Blight/Luz Noceda (The Owl House) 12,526 fics

(M/M) Bakugou Katsuki/Todoroki Shouto (My Hero Academia) 12,376 fics

(M/M) Nico di Angelo/Will Solace (Percy Jackson TV) 12,334 fics

(M/M) Dabi | Todoroki Touya/Takami Keigo | Hawks (My Hero Academia) 12,318 fics

[ao3topshipsbracket]

[Intended as polite curiosity about your process, I'm not into any of these fandoms] how did that TADC ship make it onto the list with only 600 works on AO3? I assumed you were missing some huge femslash fandoms like Touhou b/c they don't have a lot of works on ao3... but this one also doesn't have a lot of works on AO3 and still made it onto the list. Did you want to focus on more recent fandoms in your initial suggestions pool?

Most of the pool came from a combination of the AO3 2024 top femslash ships list compiled by centreoftheselights, and the 2024 tumblr year in review; the TADC ship comes from the tumblr list.

As you point out, this does mean that there's a gap in fandoms that aren't currently big on tumblr and largely aren't on AO3— Touhou is a big one, another is My Little Pony— but we go to war with the data we have, and we couldn't see a way to get a comprehensive list of all of fandom to work with; this seemed like a decent balance.

[nostalgicmiscellaneous]

It's confirmed. Anti-polin and tulipanon is factually the same person, and uses some others tumblrs i'm compiling, together with more names of others tumblrs that are helping her with her lies, even goign as far as creating other social medias to continue their farce. Sad to see they amount of Kanthony and Benophie fans taking stupid fanwars too far and attacking actors. I believe in holding those people accountable for the lies and the participation on lies and hate. She sends fake anons to herself and use multiple fake tumblrs. She is portraying herself as Simone Ashley fan, Kanthony and a Benophie fan, but her ''thing'' is Benophie, who hates Polin and she hates Nicola (she hates Luke too but has been pretending not to so her target is only Nicola recently, but we know and have the receipts of her awful comments), because to her Netflix only loves Nicola, thus she hates them so, to a point of even creating lies and multiple accounts at social medias to hate on actors and lie about seasons. Yes, it's pure insanity because she's dissatisfied with how Netflix handled Kate and Anthony's story and the delay of Benophie. It's been more than two years and she's becoming more and more deranged. She's no insider, she has never worked on Bridgerton nor Netflix. And not even in the industry. She has no crew who has worked for Bridgerton and Netflix. When challenged to facts and names, departments and of people who work/worked there would know, she reveals herself for the liar and fool she is. You would laugh if you actually know how far from it she really is, who she really is. Everything she says is contradicted by actual crew and cast members, by the factual informations and by actual data. She tells your her opinions and manipulates you. She's a mentally disturbed person with a fixation. But even her manipulations are wrong. It's incredible. She knows nothing about the season 4 production and grabs only a few online public infos to pass to the naive people. And even that she manages to inform wrong. She has no idea how the production works, it's wrong take after wrong take, that anyone who works in any production spotted easily from the start that she was lying, that it was just a common fan. Her behavior would be enough to deduce that, but some people are naive enough ( not to say stupid enough) to fall for anyone who says they have inside information, and some are just malicious enough to do it because they can't separate real life from their hatred about a show, characters and actors, and want to believe. And it speaks on your ( lack) of diginity if you are mad at Shonda and Netflix but attack actors with lies.

You've been warned and as i said, i'm still collecting data from these fakes blogs and have the next action outlined...for the sane Kanthony and Benophie fans, that i believe are the majority, know that their behavior is maculating your fandom, their behavior is being also sent to official offices, even though she is an insignificant and obvious troll, and resources aren't likely to be spent on her, but i fortunately have the means to do that, so i do it, to bring awareness at least. I advise you to hold these people accountable and decry them. It's the image of your fandom and your favorites names she is bringing issues to with her insistent abusive behavior and obsessive harassment.

[asphodeldreams]

Attention Red vs Blue fans! (...again)

Two years ago I ran a fandom survey and the amount of responses greatly exceeded my expectations, which sadly left me unable to ever finish compiling the data from it. However,

In honor of the series finale coming out today, I wanted to celebrate and honor such an incredible series with a new, updated, fandom survey! It opens today and will be open until june 7th at 11:59pm EST, so please help share it around!

Even if you don't consider yourself a Red vs. Blue "fan", if this series has been a part of your life in any way in the last 21 years, then I would love to hear your input! If you have not finished the series, i want to make it clear that there should be no spoilers present in this survey beyond the names of characters/songs

Below is the link to the google form, this version is longer than the previous, but i promise it will be worth it. Thank you for your input, and special thanks to @major-comet for their assistance with putting together the form and (likely) assistance with putting together the full presentation after the survey is complete <3 Edit: We have decided to extend the deadline for this, the new deadline will be june 30th at 11:59pm EST. Thank you!

[guidaozongshi]

Naruto Ships popularity in the Chinese fandom

There are many charts made with the omission of data to exaggerate a ship's popularity, especially so in the case of Sasuke/Sakura where they spread misinformation about it being the 'most popular' in the CN fandom, this couldn't be further from the truth.

I have statically reviewed the tags for particular ships across the most popular Chinese platforms and will provide the findings for the same.

1. Starting with Douyin, it is the China exclusive parent of tik-tok and one of most widely used app.

Data Sources :

I don't think people can see the tag information in Douyin without accessing the app so I am pasting the screenshots here.

Sasuke/Sakura aren't even on the same scale, it's kind of funny.

2. Weibo

Data Sources : [1] [2] [3]

SasuNaru and NaruSasu are considered separate tags in the Chinese fandom and aren't used interchangeably like in the West , they rarely overlap which is why I have combined them for 'SNS'.

Regardless, Sasuke/Sakura don't have nearly as many supporters as their Sasuke-Naruto counterparts.

3. Lofter

Data Sources : [1] [2] [3]

Once again Sasuke/Naruto/Sasuke beat Sasuke/Sakura in both participants and views.

4.Overall

Sasuke/Naruto/Sasuke near more than 4 Billion views, Sasuke/Sakura are nowhere near it.

Btw, You can download the complete notebook where I have compiled all the information as well as generated the graphs

TL;DR Sasuke and Naruto are by far the most popular pairing in the CN Naruto fandom

[soongtypehuman]

Boo-hoo update

I’m sorry to say I have an update I was hoping to not ever have to make. Some of you already know that I have some serious health issues, but I've been pretty quiet about the extent of what I'm dealing with.

The gist of it is that I have a rare bone disease called fibrous dysplasia that turned certain bones in my skull into tumors and then those tumors grew inward and started crushing my brain, so I had a craniotomy last year to remove as much as was safe and got a cool new titanium implant in my head to replace the removed bone/tumor. The unfortunate result was encephalomalacia, which is the end stage of liquifying necrosis, and now part of my brain is liquid instead of solid (it’s dead, in a nutshell). Most people don’t survive encephalomalacia, much less remain able to function, and most who survive the initial stage don’t survive the three year mark. Even when you do survive it, it often continues spreading. The last MRI showed it had already taken over about 1/3 of my brain. But I’m a stubborn asshole and am still hanging on.

Unfortunately, things aren’t getting better.

I have to have constant MRIs, EEGs, physical and cognitive therapies, and have been on more meds than I’d like to be in order to control seizures and various cognitive issues. I didn’t mention this before, but I had to go through a series of speech therapies just to learn to talk properly again. And the most unfortunate part of this is that my ability to write has been affected. Since the surgery over a year ago, I’ve only made 10 new posts in the Positronic Rivalry series, totaling around 87k words. For reference, I posted over 200k words in 2022. I’ve posted even less this year, and it’s not improving.

With that said, I have to take a step back. I’m not quitting and I’m not walking away from the fandom. I’d like to think I’ll still be able to post here and there. I just don’t know when and under what circumstances that will happen. I most certainly can’t handle the longer multi-chapter fics I once could. Maybe one day, but not this day. Since I started posting on AO3 back at the end of 2021, I’ve posted every Sunday more often than not. I’m sorry to say I can’t make that happen right now, and can’t say when I’ll post again or what it will be. I won't be able to continue with season 4.

But I’m most definitely not leaving the fandom and the people and the characters I love so much. I’ll still be here interacting and posting when I’m able. This fandom and the people in it are incredible and mean a lot to me. Data and Lore and Star Trek in general are integral to my life and general enjoyment.

But!! I’ve nearly completed compiling seasons 1-3 of Positronic Rivalry as well as 2022/23 Kinktobers into files that will be ready to print in physical book format (completely free, obviously), which I’ll make available for everyone to download in various print sizes, complete with covers, which you can then have printed at various POD sites if you’re so inclined. Digital versions will also be available (you can already download various formats from AO3, but they’re not compiled into seasons, don’t have covers, etc.).

I’m also continuing with the Trek-themed crossword puzzles because those are fun and my therapist thinks making them is good for my cognitive rehab.

This update is a massive bummer for me, but I felt it was better to just admit my limitations instead of constantly trying to convince myself that I could continue the way I had been pre-surgery and beating myself up when I couldn’t.

Lastly, I’ve finally taken the suggestion I’ve gotten repeatedly and set up a KoFi. If you’d like to buy me a coffee or toss a coin to your android porn witcher, you can do so right here and I’d be giggling and kicking my feet in gratitude.

Anyhow, I want to thank all of you for being amazing and coming along on this ride with me for as long as you have, and for as long as it might continue in whatever form it takes.