#hey how much time did you spend on this?

[any-other-fandom-blog]

Whenever Spotify Wrapped releases, it reminds me of this project I've been thinking about for a while.

And now, The StoryGraph released its version of wrapped for the year (at the actual end of the year, as god intended) and I always think I read a lot less than I used to when I was younger.

Except...I still read on ao3. And I am, at heart, a stats nerd, (see me: nerding out about TSG graphs) so I've always wanted to analyse my ao3 reading history. I've seen people make their own version of ao3 wrapped, but I like having comprehensive stats, so instead of doing any of my actual coding work, I made my own version (with maybe too many stats and graphs according to my horrified non-coding friends I showed this to).

And I figured that there would be some folks out there who are as nerdy about this as I am and would appreciate it as well. So I made the code shareable and hopefully something that anyone can run.

So without further ado, here is my ao3 wrapped:

https://colab.research.google.com/drive/1DikTD0T9YjwPAL-Z3DTD8bdkM5fk_TS9?usp=sharing#scrollTo=cdaded40

Some things that my code can do:

scrape your data from Ao3 and organise it in a nice neat table you can download and keep

allow you to pick a time period

sample a random fic you read from that time period

look at the total number of fics you read, and what percentage of those have been deleted

look at how many works are on your 'Marked for Later' list and see information (top fandom and top characters) about them

show you graphs of the percentage of fics you read with each type of warning, rating, and ship type, as well as your ratio of completed works read

show you the last time you viewed a fic compared with the last time it was updated

the number of fics read over time (sorted by years, months or days depending on whether you are looking at all time, a certain year, or certain month respectively)

analyse the number of words you read and words read over time (similar to fics read over time)

identify your top 20 authors, fandoms, relationships, characters and tags

dynamically choose and plot the changes to your top 10 authors, fandoms, relationships, characters and tags over the time period (by years, months or days depending on the initial overview, similar to , read over time)

see how the rankings of your top 5 have changed from the previous time peroiod, and check the ranking of a specified author/fandom/ship/character/tag in that previous time period

So anyways, have fun!

[veggiecorner]

I woke up within a cold sweat with this botw/totk zelink headcanon but i like to think Link actually proposed to Zelda but in an unplanned unofficial way. Like...a week after totk happens and they're having their first breakfast at Hateno (or maybe Akkala) and Zelda's rambling about how she's sad she never recorded ancient food recipes she's tried at her time in the past and Link just stops her and goes "hey...do you want to get married?"

Zelda's visibly like ??? huh??? and he repeats it. She's a lil spooked cause where is this coming from. Also she's dense so she says "well...I've...assumed I'll be married sometime in the future..." not connecting that he's literally proposing to her and he smiles so sweetly at her and says "I mean with me. Will you want to marry me?" And he steps over to her side of the table and finally gets on one knee.

[novella-november]

Is this fanfic friendly? I feel like an outlier.

I guess this is my sign it's time to throw together a FAQ post to link to lol.

Yes, every event for this blog is fanfic friendly :D

Though as I mentioned on my Ominous October post, for events that include multiple short stories, I encourage everyone to flex their creativity and take one of their planned short story fanfics, and at least *attempt* to turn one of them into something entirely original; rebuilding a character and story from the ground up to stand on its own two legs is no easy feat, and that is what makes it so fun!

It really gets your creative gears turning, to make an "au of an existing material" to be something entirely original, and you can be pleasantly surprised about the things you come up with!

As a few people say, its not just a matter of "filing the serial numbers off" -- you have to add in just as much *or more* as what you take out when you are turning a fanfiction into something that is original and completely divorced from its original source material / inspiration, and that is a hard, but very rewarding challenge!

Obviously, this is not a requirement (there's no hard requirements for any of the challenges, other than no cheating, including no using AI),

but if you would like an extra challenge for the short story events and you're planning on doing entirely fan-fiction, I highly recommend trying it out at least once, and seeing where it leads you--

you may find yourself pleasantly surprised by what you find down that rabbit hole!

[the-moogle-of-your-nightmares]

one thing i really deeply wish is that i'd had access as a kid to the plural community and information that are more easily available today, instead of my first experience with plural community which both took it seriously and was nonjudgmental having been 10's era tul/pa.info lmao

[waitineedaname]

Do you know if it was ever confirmed that Binghe was working with demons in Jinlian city era? We learn Zhuzhi-lang was responsible for the Sowers later and Binghe was only trying to be a righteous cultivator at Huan Hua during that time. I assumed that SQQ only thought he was building an empire in the demon realm because it happened in the original PIDW, and Binghe didn’t actually start that until after SQQ died. However, I see scenarios in fandom where Binghe is already established in the demon realm at the same time as the Jinlian city arc all the time. It’s a fun premise, and the fics are always good, but I was just wondering if it had a basis in canon or was just widely accepted fanon.

you know, that's a good question!! i'm really not sure?? I'd have to reread with a closer eye, but I think it's just widely accepted fanon on the basis of SQQ's assumptions based on what happened in PIDW! what we know for sure: three years pass between Binghe being thrown in the Abyss and him reuniting with SQQ in Jin Lan City (which is less time than in PIDW) and after the five years of SQQ's death, he has become established within the Demon Realm as a powerful demon lord (I think emperor by this point? can't remember). so that means either he was really busy after SQQ died, or he had some connections already due to his time in the Abyss!

it does raise a lot of questions about the timeline of events from Binghe's perspective! the pov being tied so tightly to SQQ means we miss out on a lot of what's going on with Binghe when he's not around. when did he fight and beat Mobei-Jun? when did Sha Hualing start working for him? when did he become established in his underground palace? he's so focused on SQQ that it's hard to imagine when he had the time to do a lot of this stuff. especially since in the five years of SQQ's death, he's making dinner every day and feeding the corpse spiritual energy. I have trouble imagining a man wracked with so much grief taking the time to kick Mobei-Jun's ass, but also he's the protagonist, he can do anything, so maybe I shouldn't be doubting his ability to multitask lol

[cuteniarose]

The consequences of my poor financial decisions are here!!

[vzajemnik]

starting to let myself truly believe he wants me for real and is truly having the same revelation i did a month ago

[the-hilda-librarians-wife]

I've fallen down an internet rabbit hole on figure skating ever since I began thinking about that skating AU I mentioned, I think I have an idea that might justify Kaisa only coming to the national/international competition scene later in life.

Apparently the ladies' singles discipline is. Super problematic (sorry if it's obvious, I knew literally nothing about this sport until last Saturday), and I'm imagining Kaisa could have been a victim of that. Maybe she trained under Abigail or that other nameless witch who looks like Abigail. Maybe she was a pupil of her (their?) academy, and had hopes of competing as a teenager.

But her coaches kept pushing her, to do triple and quadruple jumps without proper technique, relying on keeping her weight low and on overworking her back. Pushing her to do the routines they wanted, without the artistry elements she loved. Pushing her to diet in unhealthy ways and overtrain. Maybe they convinced her she could only be a proper skater with those technical elements, that she was struggling to master because they are hard as fuck and because Kaisa is already a scrawny person, if you stop her from eating on top of that things are not going to look good.

Her coach(es) doesn't really have her as one of her favourites, keeping her from competing for a long time since she couldn't master those jumps. But eventually she does, at the expense of her own body. The coaches sign her up for a bigger competition, then, and maybe she even makes it the first time or two, but without ever getting to a nationals. Because at some point, when she's practicing her routine full of backloaded jumps for extra points, she falls and suffers an injury.

This wrecks her completely. She doesn't want to compete anymore, because she has realized that this lifestyle that is being forced into her is sucking all the joy out of skating. Good thing too, because her coaches decide to put their energy into even younger athletes. So Kaisa goes back to the ring where she used to skate for fun when she was a child, and asks Tildy for a job.

And then, years later, Tildy asks her to give private coaching to a pre-teen who is just sooo talented. And sure, Lauren annoys the hell out of Kaisa with her attitude (something Kaisa makes sure to retribute), but in her Kaisa sees something different. Here is a teenage girl in singles figure skating who isn't destroying her body for the sake of pulling dangerous moves that will earn her points. An athlete who actively chooses to practice just for fun even when everyone tells her she should be going competitive. An artist who does amazing programs that are loved by everyone even without those technical elements that Kaisa had been so unhealthily pushed to pursue when she'd been her age.

And, well, if Lauren corners her one day to ask her why the hell she wasn't competing since she clearly liked it so much, Kaisa had always been the sort of person to need a little encouragement to be pushed into action, hadn't she?

[ninjagotohell]

I just read a whole wacky thread of people arguing which parent was bad Garmadon or Misako and I’m no longer scared of the Misako defenders

[jikigo]

you ever just see a post and just

. 😭

.⬅️🫀⬅️

[tleeaves]

Man. Why can't romance be like fiction? Some bullshit.

[imabiscuitinthousandworlds]

Getting really into TMA is so funny because I feel like I've just been desensitised to everything. Was scrolling through the Fears to figure out which would probably claim me and like... disturbing but not all that scary, never really scared me too much, got over that, I just picked up a spider with my bare hands it's fine, that's been a constant since I was a kid and first heard about climate change, the scariest thing about this one is the fact that I relate too much and am still not scared, just feeling kinda understood, this one used to terrify me but by now it's morphed into a sort of comfort. I mean of course I still get afraid. But like. Not really like that I don't think. I'm just tired and stressed and not in a crushing Buried kind of way.

[weirdo-with-a-nametag]

Visiting my dad/sisters/stepmom for thanksgiving and my dad doesn't want to pick me up from the train station, and it's really bumming me out!

[dancing-with-stars]

guys. guys !!!!

[eosofspades]

you do not realize how much you take certain body parts for granted until you can't use them anymore hooooly shit

[artemisbarnowl]

Having a totally normal one* after waking from a dream where I just relive life with my ex. It was so normal and fine and we did things such as lay around in bed and make plans for the day, go to the Korean supermarket on the corner, go to a friend's house together.