#at face value

[moregraceful]

accidentally invented a new form of no bedtime called 11pm glass of emergency-c + 4pm latte + 8pm cup of black tea + 9pm cup of black tea

#the real question is can i go to church on less than 5 hours of sleep and still function lol #i unlocked my instagram bc church wouldn't stop tagging me to direct people to me for stuff but that meant i had to delete a bunch of pho #tos AND rewrite a bunch of captions for photos i didn't WANT to delete bc i was too mean to random sharks prospects #which is fine if it is u know the anonymity of tumblr but not public instagram where my church won't stop FULL NAMING AND TAGGING ME #''anonymity of tumblr'' i doxx myself on here like 80 times a day in front of more people than i went to college with #anyway my point is i was going through deleting all evidence of politics pens fandom and legal documents and i was like damn #my attitude towards my team SUCKS. i gotta be way less of a hater!!! #what did my prospects ever do wrong besides everything NOTHING. the system is BROKEN. i am sorry i will be so much nicer guys :( #also if u really want to be humbled. scrolling back to 2012 on your instagram and re-experiencing senior year of college. BAD #i've deleted i think everything that would reasonably get our nonprofit status pulled but what a horrific journey it was #two full hockey intermission periods of deleting shit plus another hour at home doing several more passes and then rewriting captions #so that some poor 21 year old prospect randomly searching their name doesn't see me full ass call their teammate cringe #their teammate IS cringe. but i love him. but the nuances are lost on instagram people don't understand these things they take everything #at face value #don't know why i just assigned shakir mukhamadullin they/them pronouns #i think i need to go lie in bed with a blanket over my head until i suffocate #this ALWAYS happens i get too hype about mackenzie blackwood and start listening to selena gomez and then it's like almost 3am and i'm just #fresno oilers.txt #oh and. a friend sent me screenshots of the girl she's been flirting with on a dating app and they are SOOOOO cute #i hope they make a good run of it i really do bc it was SO cute. living vicariously through episcopalian lesbians as one does #but then i was trying to figure out how to edit my dating app profile to dissuade chasers but still honeytrap guys who are tall enough #or athletic enough to pick the tangerines at the top of the tangerine tree. bc i couldn't reach this week #but there were still like god maybe 150 tangerines on the tree. i was like this could be feeding people but i'm TOO SHORT #and my life will be like this. FOREVER #icb the future of this garden is so psychologically burdensome that i'm having to build it into a dating app profile lol #well now that i'd treated this entire tag set as twitter for and hour and a half #time to go try to lie in bed and stare at the ceiling and then wake up in [checks notes] four hours

[do-angels-dream-of-starry-seas]

The only izzy stan that is valid is @izzyposting-containment-zone cause source: dude trust me

#ofmd #our flag means death #izzy hands #the only izzy stan ill ever trust #at face value #and you should too #mutuals my beloved #inventor of the melentless <3 #let.me.dream.with.ofmd

[girlwiththegreenhat]

u ever see the actual dumbest take you've ever seen in your life and then you check ops blog to see if they're fucking around and it says they're 16 and then. that explains it

#liz blogs #that was so dumb i had to actually sit here and take a minute #b. bro what #bro What #i had to Block Them to never see that take again what on fucking earth #being a teen is hard you're still forming as a person its inevitable you're going to genuinely think #some of the actual dumbest shit in the god damn world #teen brains are like forming solar systems its a fucking mess for a while #before it all subsides into something reasonable #ohhh my god #i had to have been misreading that or misunderstanding or maybe op didn't word it good but on its ow #own #at face value #that was actually the stupidest take i've seen all year good job #its 2am why am i here

[madohomurat]

trans women are everywhere and are so eager to be seen and heard but only if they feel safe around you. if you hardly ever have trans women interacting with you, especially online, then consider there might be a reason for that and you should address it

#the same thing happens with black people #black people are everywhere! especially online! black gay and black trans people! #but when your community is suspiciously devoid of them then theres something wrong and you need to acknowledge it #even if its not intentional you need to think about how theres minority groups who do not feel safe around you at face value #this is why loud and outright support and solidarity is so important #black people and trans people and etc minority groups will assume you are unsafe unless you explicitly state otherwise #you can't just sit there and say 'well they didnt approach us so its not our fault for not including them!' #like did you TRY to get them to approach you?? #cy texts

[ando666detonao]

don't you ever read a piece of fanfiction so good you just

#yes im-abanana im looking at you #now i might be wrong on my predictions but #if you take DD's words at face value and make them go through a therapy session w stickler im going to lose it beyond repair #expect fanart of the saga.this is less of a warning and more like a threat #OHSHIT I JUST CHECKED NOTIFS AND SHE STARTED FOLLOWING ME SOME MINS AGO WHAT WHY HOW omg hiiiii

[thunderon]

first base is martyrdom. second base is raising the other from the dead. third base is eye contact

#the locked tomb #but like. feel free to just take it at face value #editing the tags just to say: no i have never watched supernatural and this is not a supernatural post #but feel free to hijack it anyways #op #bestof

[fizzierolli]

rewatching Ozzie's now is soooo fucking funny like they really were so bad at keeping this a secret 😭

#i remember SOOOO MANY PPL denied all the obvious hinting that these two were in a relationship #and said we were like delusional fans with shipping goggles on #'did u even listen to the song?? they HATE love!' #- me when i take everything at face value and ignore all the blatant hints that theyre full of shit hypocrites (affectionate) #fizzarolli #asmodeus #helluva boss #fizzarozzie #fizzmodeus

[5ummit]

AO3 Ship Stats: Year In Bad Data

You may have seen this AO3 Year In Review.

It hasn’t crossed my tumblr dash but it sure is circulating on twitter with 3.5M views, 10K likes, 17K retweets and counting. Normally this would be great! I love data and charts and comparisons!

Except this data is GARBAGE and belongs in the TRASH.

I first noticed something fishy when I realized that Steve/Bucky – the 5th largest ship on AO3 by total fic count – wasn’t on this Top 100 list anywhere. I know Marvel’s popularity has fallen in recent years, but not that much. Especially considering some of the other ships that made it on the list. You mean to tell me a femslash HP ship (Mary MacDonald/Lily Potter) in which one half of the pairing was so minor I had to look up her name because she was only mentioned once in a single flashback scene beat fandom juggernaut Stucky? I call bullshit.

Now obviously jumping to conclusions based on gut instinct alone is horrible practice... but it is a good place to start. So let’s look at the actual numbers and discover why this entire dataset sits on a throne of lies.

Here are the results of filtering the Steve/Bucky tag for all works created between Jan 1, 2023 and Dec 31, 2023:

Not only would that place Steve/Bucky at #23 on this list, if the other counts are correct (hint: they're not), it’s also well above the 1520-new-work cutoff of the #100 spot. So how the fuck is it not on the list? Let’s check out the author’s FAQ to see if there’s some important factor we’re missing.

The first thing you’ll probably notice in the FAQ is that the data is being scraped from publicly available works. That means anything privated and only accessible to logged-in users isn’t counted. This is Sin #1. Already the data is inaccurate because we’re not actually counting all of the published fics, but the bots needed to do data collection on this scale can't easily scrape privated fics so I kinda get it. We’ll roll with this for now and see if it at least makes the numbers make more sense:

Nope. Logging out only reduced the total by a couple hundred. Even if one were to choose the most restrictive possible definition of "new works" and filter out all crossovers and incomplete fics, Steve/Bucky would still have a yearly total of 2,305. Yet the list claims their total is somewhere below 1,500? What the fuck is going on here?

Let’s look at another ship for comparison. This time one that’s very recent and popular enough to make it on the list so we have an actual reference value for comparison: Nick/Charlie (Heartstopper). According to the list, this ship sits at #34 this year with a total of 2630 new works. But what’s AO3 say?

Off by a hundred or so but the values are much closer at least!

If we dig further into the FAQ though we discover Sin #2 (and the most egregious): the counting method. The yearly fic counts are NOT determined by filtering for a certain time period, they’re determined by simply taking a snapshot of the total number of fics in a ship tag at the end of the year and subtracting the previous end-of-year total. For example, if you check a ship tag on Jan 1, 2023 and it has 10,000 fics and check it again on Jan 1, 2024 and it now has 12,000 fics, the difference (2,000) would be the number of "new works" on this chart.

At first glance this subtraction method might seem like a perfectly valid way to count fics, and it’s certainly the easiest way, but it can and did have major consequences to the point of making the entire dataset functionally meaningless. Why? If any older works are deleted or privated, every single one of those will be subtracted from the current year fic count. And to make the problem even worse, beginning at the end of last year there was a big scare about AI scraping fics from AO3, which caused hundreds, if not thousands, of users to lock down their fics or delete them.

The magnitude of this fuck up may not be immediately obvious so let’s look at an example to see how this works in practice.

Say we have two ships. Ship A is more than a decade old with a large fanbase. Ship B is only a couple years old but gaining traction. On Jan 1, 2023, Ship A had a catalog of 50,000 fics and ship B had 5,000. Both ships have 3,000 new works published in 2023. However, 4% of the older works in each fandom were either privated or deleted during that same time (this percentage is was just chosen to make the math easy but it’s close to reality).

Ship A: 50,000 x 4% = 2,000 removed works Ship B: 5,000 x 4% = 200 removed works

Ship A: 3,000 - 2,000 = 1,000 "new" works Ship B: 3,000 - 200 = 2,800 "new" works

This gives Ship A a net gain of 1,000 and Ship B a net gain of 2,800 despite both fandoms producing the exact same number of new works that year. And neither one of these reported counts are the actual new works count (3,000). THIS explains the drastic difference in ranking between a ship like Steve/Bucky and Nick/Charlie.

How is this a useful measure of anything? You can't draw any conclusions about the current size and popularity of a fandom based on this data.

With this system, not only is the reported "new works" count incorrect, the older, larger fandom will always be punished and it’s count disproportionately reduced simply for the sin of being an older, larger fandom. This example doesn’t even take into account that people are going to be way more likely to delete an old fic they're no longer proud of in a fandom they no longer care about than a fic that was just written, so the deletion percentage for the older fandom should theoretically be even larger in comparison.

And if that wasn't bad enough, the author of this "study" KNEW the data was tainted and chose to present it as meaningful anyway. You will only find this if you click through to the FAQ and read about the author’s methodology, something 99.99% of people will NOT do (and even those who do may not understand the true significance of this problem):

The author may try to argue their post states that the tags "which had the greatest gain in total public fanworks” are shown on the chart, which makes it not a lie, but a error on the viewer’s part in not interpreting their data correctly. This is bullshit. Their chart CLEARLY titles the fic count column “New Works” which it explicitly is NOT, by their own admission! It should be titled “Net Gain in Works” or something similar.

Even if it were correctly titled though, the general public would not understand the difference, would interpret the numbers as new works anyway (because net gain is functionally meaningless as we've just discovered), and would base conclusions on their incorrect assumptions. There’s no getting around that… other than doing the counts correctly in the first place. This would be a much larger task but I strongly believe you shouldn’t take on a project like this if you can’t do it right.

To sum up, just because someone put a lot of work into gathering data and making a nice color-coded chart, doesn’t mean the data is GOOD or VALUABLE.

#ao3 #ao3 stats #psa #my words #fandom #I doubt anyone is even going to read this but I needed to get it out of my system and at least try to stop this from spreading #if you know me #you know I get Big Mad about misinformation #don't take anything at face value #do your own research

[starrysharks]

artificial intelligence ghost

#zeno's art #pokemon #hatsune miku #pokemiku #ghost miku #project voltage #vocaloid #vocal synths #i'm very proud of this piece despite its faults #i learned from “bunny blast-off” and payed extra close attention to values #so the end result's grayscale is very close to the plan version. i hope that shows #in total this piece took 12 hours probably because of the three value layouts and three sketches - a bit overkill for me but it went well #if i redid this piece i'd like to use more vibrant colors especially for her hair #but in the end i'm very proud of it. my favorite details are probably the posters in the background and miku's face and eyes #this was supposed to be posted on halloween but i want to get it out now. maybe (hopefully) i'll have a seperate piece to post on that day!

[claraoswalds]

I'm just... post-bi-generation. Ah, it's more than that.

DOCTOR WHO The Giggle

#dwedit #doctor who #usertennant #userteri #miatendos #userdiana #fourteenth doctor #fifteenth doctor #* #half this ep was just recapping past events it feels like fjsldks #also what the hell is the last bit supposed to mean like. bc at face value it implies that tennant is still going to become ncuti? #that he takes time off from doctor-ing and heals himself and then retroactively becomes fifteen??? idk man #none of the bi-generation stuff made any sense and i hated every second of it <3

[fake-diary]

Day 457

I have to do an entry right now because I’m doing something else later. Hopefully, it will be fun, but I know that it’s not going to turn out how some friends want it to.

An apple a day; Keeps the medicine away; Is a false proverb.

- Johnny Dalton, 1/12/22

#Yep #doing it right now #Also #keep your minds open #don't accept things #at face value #Goodbye

[jadedchainsaw]

I forgo Marco- FUCK

#one piece #tony tony chopper #one piece chopper #one piece fanart #doctor kureha #trafalgar law #one piece law #fanart #fan comic #one piece trafalgar law #monkey d. luffy #one piece luffy #one piece doctor kureha #roronoa zoro #ily law but I would NOT trust you at face value

[puppyboygf]

if you think terf ideology is about "misandry," about actually hating men, you are falling for it.

#they are using that as a dogwhistle for trans women and you are taking that at face value #instead of doing anything like examining who specifically they focus their attention on #transmisogyny tw #just. kinda topical with all the transandrphobia truthers ive seen #(secondhand thank fucking GOD)

[bbbbbbbbatman]

The thing is, no matter who you ship Batman with, there's no version of the identity reveal that's not objectively hilarious.

Whether it's Selina or Clark or literally whoever, just imagine that you have fallen in love with Batman. This is a man who is very intelligent, likely the most capable and competent person you know, one of the few humans who can go toe to toe with metahumans, and he acts a bit aloof and gruff, but as you get to know him you realize that he is an extremely caring person. He is out night after night, putting his life and safety at risk because he loves his city and feels such a strong responsibility towards making it better in any way he can. He is one of the bravest men you know and you admire his skills and dedication.

And finally, finally, he is about to reveal his identity to you. You know how much this means, how much trust is involved, and then he pulls back his cowl and it's motherfucking Bruce Wayne. Like what even--How do you respond to that? How do you reconcile everything you know and love about Batman with Bruce Wayne. That's--that's not...This is supposed to be a big romantic moment and you can't even respond because what the fuck??

You feel a headache coming on.

#bruce will remember and deeply value the face selina made when she found out forever #he can practically hear superman's head exploding #i know talia already knows but imagine the meltdown she would have if she didn't and just found out #any reaction that is not a character bluescreening after finding out is incorrect #batman #bruce wayne #superbat #batcat #dc #dc comics #mine

[villainsandvictimsalliance]

A reminder that Spinner canonically compares himself to Dabi and feels inferior to the rest of the League of Villains.

Part of the reason he allowed AFO to manipulate him is because he wanted to be reliable, as in he wanted to be stronger to be of use to Tomura. So again, he's canonically kinda jealous not only of Dabi's quirk, but of him as a person.

#as much as I'd like to joke about how Spinner is sooo gay for Tomura please acknowledge that this is a critical point in Spinner's character #him feeling unworthy or inferior comes from the discrimination he has faced all his life #he doesn't value himself like he should #and since Tomura is the person who has showed him the most that he matters exactly like he is #Spinner ended up sacrificing everything to save the one friend that has offered to destroy the world for him #AFO did all of that deliberately to break Spinner btw #He saw Spinner's loyalty to Tomura and used it against them #AFO can't allow someone who loves Tomura to be whole and safe #he's like a bad kid with a toy #bnha #mha #my hero academia #boku no hero academia #league of villains #lov #mha spoilers #bnha spoilers #spinner #shuichi iguchi #dabi #touya todoroki #toya todoroki

[cloudysfluffs]

REALLY considered not posting this one.......might delete later

ns//fw and/or ki//nk blogs please dni!!!

#PLEASE READ THESE TAGS: #I AM NOT A VIV///ZIEPOP SUPPORTER!!!!!!!!! I ACTIVELY DISLIKE HER #i have been watching haz/bin with my boyf. and for funsies weve been rewriting and redesigning it in its entirity bc....yikes #imm not adding this to my fandom list bc i dont like. the shows lol. so im not gonna do requests or anything probly #this is a one time thing featuring my redesigns bc i refuse to draw them how they really look you cant make me #anyway please dont unfollow me for posting this 🙏 (/j you can do what you want) #tickle art #hazbin hotel tickle #lee!husk #ler!angel dust #my art #please dont send me discourse about this i dont care if you Like The Show just take this at face value <333333333333