#manual data collection

[itesservices]

Explore the pros and cons of manual vs. automated data collection. Understand the benefits and drawbacks of each method to determine the best approach for your needs. 

[thetiniesthorse]

i need to practice/learn excel so i gathered data about phyuri on ao3, here are my graphs. as you can see there is a significant increase in f/f fanfiction under the phandom tag in this past year

my data collection methods were not super good because this was more about me using excel so take this with a grain of salt

heres my data if anyone wants it, i know its a bit off because the totals are both slightly more than the fic totals on ao3. i basically manually counted the fics, when i was doing the f/f i got a bit confused because of publication dates on fics that were updated more recently being between much older fics and i counted them by the date they showed. with the m/m i counted the page numbers and x20 so it is more imprecise and also is more by publication than finished date.

[holdingcourtwiththevoid]

Realising I never posted my hand-made hand-collected Ao3 wrapped last year to this place, the ONE SITE that would’ve gotten it ;-;

[wutheringheightsfilm]

for everyone asking me "what do we do??!??!"

The Care We Dream Of: Liberatory and Transformative Approaches to LGBTQ+ Health by Zena Sharman

Mutual Aid: Building Solidarity During This Crisis (And the Next) by Dean Spade

Cop Watch 101 - Training Guide

The Do-It Yourself Occupation Guide

DIY HRT Wiki 

The Innocence Project - helps take inmates off of death row

Food Not Bombs 

Transfeminine Science - collection of articles and data about transfem HRT

Anti-Doxxing Guide for Activists

Mass Defense Program - National Lawyers Guild

How to be part of a CERT (Community Emergency Response Team)

Understanding and Advocating for Self Managed Abortion

The Basics of Organizing

Building Online Power

Build Your Own Solidarity Network

Organizing 101

How to Start a Non-Hierarchical Direct Action Group

A Short and Incomplete Guide for New Activists

Eight Things You Can Do to Get Active

Palestine Action Underground Manual

How to Blow Up a Pipeline by Andreas Malm

Spreadsheet of gynecologists that will tie your tubes without bothering you about it

COVID Resource Guide

Mask Bloc NJ (find one near you, these are international!)

Long Covid Justice

Donate to Palestinian campaigns (2, 3, 4)

Donate to Congolese campaigns (2, 3) 

Donate to Sudanese campaigns (2, 3)

[aioustudio9]

How to Do Research Project 8613 in AIOU

Research Project 8613 is a compulsory course for all students enrolled in the Bachelor of Education (B.Ed.) program at Allama Iqbal Open University (AIOU). The course is designed to help students develop the skills they need to conduct the research project. In this post, we will discuss the steps involved in doing Research Project 8613 in AIOU. We will also provide some tips on how to write a…

[bizarrelittlemew]

PROUDLY PRESENTING:

The Unofficial OFMD AO3 Wrapped 2024

sponsored by my love of fandom community, a passion for data presentation, more hours in photoshop than I am willing to admit, and inspired by the Good Omens AO3 wrapped

images used are either official stills or screencaps from episodes and the Vanity Fair lie detector video. everything edited by me :)

a few additional stats:

79 works had more than 100k words, with an accumulated 16 million words, meaning 1% of works accounted for 21% of words

At a reading speed of 300 words per minute, it would take 174 days and nights to read all of the OFMD fic from 2024 - or, if you read for 11.5 hours every day for a year, you'd be able to get through it all!

The most tagged sex acts for explicit fics were (in order): Anal Sex, Blow Jobs, Oral Sex, Anal Fingering, and Hand Jobs

271 works were tagged "Art"

details about data collection and analysis ⤵️

All data was collected on January 1st, 2025. I limited search results within the fandom tag to works updated between 2024-01-01 and 2024-12-31. Works started earlier but updated in 2024 are therefore included. Works added and deleted again during the year are not accounted for.

I manually typed data from the AO3 search into Excel, so there may be errors and inaccuracies due to the limits of the AO3 search function, authors' tagging choices, and typos (sorry lmao). There is probably an easier way to do this but idk I was bored and didn't mind. Graphs were made in Excel.

For the total word count estimate, I collected the exact word counts of all works above 100k, then gathered data on the number of works within pre-selected word count intervals and multiplied the number of works with the average of the interval (for each interval). The total sum and cumulative graphs for both number of works and word counts are presented above.

I made posts on tumblr and bluesky asking people to nominate their favorite tags from 2024, and included as many as I could.

This is just how I chose to present the data - I hope it makes sense and I'm open to questions!

[mecachrome]

📊 LANDOSCAR AO3 STATS (may 2025)

notes

sorry this literally took 2 weeks to write... unfortunately the data was retrieved april 28 and it is now may 12.

other work: i previously wrote a stats overview that covered landoscar's fic growth and breakout in 2023 :) i've kept some of the formatting and graphs that i showed there, while other things have been removed or refined because i felt they'd become redundant or unnecessary (aka they were basically just a reflection of fandom growth in general, and not unique or interesting to landoscar as a ship specifically).

methodology: i simply scraped the metadata for every fic in the landoscar tag (until april 28, 2025) and then imported it into google sheets to clean, with most visualizations done in tableau. again, all temporal data is by date updated (not posted) unless noted otherwise. this is because the date that appears on the parent view of the ao3 archives is the updated one, so it's the only feasible datapoint to collect for 3000+ fics.

content: this post does not mention any individual authors or concern itself with kudos, hits, comments, etc. i purely describe archive growth and overall analysis of metadata like word count and tagging metrics.

cleaning: after importing my data, i standardized ship spelling, removed extra "814" or "landoscar" tags, and merged all versions of one-sided, background, implied, past, mentioned etc. into a single "(side)" modifier. i also removed one fic entirely from the dataset because the "loscar" tag was being mistakenly wrangled as landoscar, but otherwise was not actually tagged as landoscar. i also removed extra commentary tags in the ships sets that did not pertain to any ships.

overall stats

before we get into any detailed distributions, let's first look at an overview of the archive as of 2025! in their 2-and-change years as teammates, landoscar have had over 3,409 fics written for them, good enough for 3rd overall in the f1 archives (behind lestappen and maxiel).

most landoscar fics are completed one-shots (although note that a one-shot could easily be 80k words—in fact they have about 30 single-chapter fics that are at least 50k words long), and they also benefit from a lot of first-tagged fic, which is to say 82.3% of landoscar-tagged fics have them as the first ship, implying that they aren't often used as a fleeting side pairing and artificially skewing perception of their popularity. in fact, over half of landoscar fics are PURELY tagged as landoscar (aka otp: true), with no other side pairings tagged at all.

this percentage has actually gone down a bit since 2023 (65.5%), which makes sense since more lando and oscar ships have become established and grown in popularity over the years, but it's also not a very big difference yet...

ship growth

of course, landoscar have grown at a frankly terrifying rate since 2023. remember this annotated graph i posted comparing their growth during the 2023 season to that of carlando and loscar, respectively their other biggest ship at the time? THIS IS HER NOW:

yes... that tiny squished down little rectangle... (wipes away stray tear) they grow up so fast. i also tried to annotate this graph to show other "big" landoscar moments in the timeline since, but i honestly struggled with this because they've just grown SO exponentially and consistently that i don't even feel like i can point to anything as a proper catalyst of production anymore. that is to say, i think landoscar are popular enough now that they have a large amount of dedicated fans/writers who will continuously work on certain drafts and stories regardless of what happens irl, so it's hard to point at certain events as inspiring a meaningful amount of work.

note also that this is all going by date updated, so it's not a true reflection of ~growth~ as a ficdom. thankfully ao3 does have a date_created filter that you can manually enter into the search, but because of this limitation i can't create graphs with the granularity and complexity that scraping an entire archive allows me. nevertheless, i picked a few big ships that landoscar have overtaken over the last 2 years and created this graph using actual date created metrics!!!

this is pretty self-explanatory of course but i think it's fun to look at... :) it's especially satisfying to see how many ships they casually crossed over before the end of 2024.

distributions

some quick graphs this time. rating distribution remains extremely similar to the 2023 graph, with explicit fic coming out on top at 28%:

last time i noted a skew in ratings between the overall f1 rpf tag and the landoscar tag (i.e. landoscar had a higher prevalence of e fic), but looking at it a second time i honestly believe this is more of a cultural shift in (f1? sports rpf? who knows) fandom at large and not specific to landoscar as a ship — filtering the f1 rpf tag to works updated from 2023 onward shows that explicit has since become the most popular rating in general, even when excluding landoscar-tagged fics. is it because fandom is getting more horny in general, or because the etiquette surrounding what constitutes t / m / e has changed, or because people are less afraid to post e fic publicly and no longer quarantine it to locked livejournal posts? or something else altogether? Well i don't know and this is a landoscar stats post so it doesn't matter but that could be something for another thought experiment. regardless because of that i feel like further graphs aren't really necessary 🤷‍♀️

onto word distribution:

still similar to last time, although i will note that there's a higher representation of longfic now!!! it might not seem like much, but i noted last year that 85% of landoscar fics were under 10k & 97% under 25k — these numbers are now 78% and 92% respectively, which adds up in the grand scheme of a much larger archive. you'll also notice that the prevalence of <1k fic has gone down as well.

for the fun of it here's the wc distribution but with a further rating breakdown; as previously discussed you're more likely to get G ratings in flashfic because there's less wordspace to Make The Porn Happen. of course there are nuances to this but that's just a broad overview

side ships

what other ships are landoscar shippers shipping these days??? a lot of these ships are familiar from last time, but there are two new entries in ham/ros and pia/sai overtaking nor/ric and gas/lec to enter the top 10. ships that include at least one of lando or oscar are highlighted in orange:

of course, i pulled other 814-adjacent ships, but unfortunately i've realized that a lot of them simply aren't that popular/prevalent (context: within the 814 tag specifically) so they didn't make the top 10... because of that, here's a graph with only ships that include lando or oscar and have a minimum of 10 works within the landoscar tag:

eta: other primarily includes oscar & lily and maxf & lando. lando doesn't really have that many popular pairings within landoscar shippers otherwise...

i had wanted to explore these ships further and look at their growth/do some more in depth breakdowns of their popularity, but atm they're simply not popular enough for me to really do anything here. maybe next year?!

that being said, i did make a table comparing the prevalence of side ships within the 814 tag to the global f1 archives, so as to contextualize the popularity of each ship (see 2023). as usually, maxiel is very underrepresented in the landoscar tag, with galex actually receiving quite a boost compared to before!

additional tags

so last time i only had about 400 fics to work with and i did some analysis on additional tags / essentially au tagging. however, the problem is that there are now 3000 fics in my set, and the limitations of web scraping means that i'm not privy to the tag wrangling that happens in Da Backend of ao3. basically i'm being given all the raw versions of these au tags, whereas on ao3 "a/b/o" and "alpha/beta/omega dynamics" and "au - alpha/beta/omega" and "alternate universe - a/b/o" are all being wrangled together. because it would take way too long for me to do all of this manually and i frankly just don't want to clean that many fics after already going through all the ship tags, i've decided to not do any au analysis because i don't think it would be an accurate reflection of the data...

that being said, i had one new little experiment! as landoscar get more and more competitive, i wanted to chart how ~angsty~ they've gotten as a ship on ao3. i wanted to make a cumulative graph that shows how the overall fluff % - angst % difference has shifted over time, but ummmm... tableau and i had a disagreement. so instead here is a graph of the MoM change in angst % (so basically what percentage of the fics updated in that month specifically were tagged angst?):

the overall number is still not very drastic at all and fluff still prevails over angst in the landoscar archive. to be clear, there are 33.2% fics tagged some variation of fluff and 21.4% fics tagged some variation of angst overall, so there's a fluff surplus of 11.8%. but there has definitely been a slight growth in angst metrics over the past few months!

—

i will leave this here for now... if there's anything specific that you're interested in lmk and i can whip it up!!! hehe ty for reading 🧡

[and-its-with-one-l-bitch]

Hello Saints Row nation. I've decided to collect some data on how different types of players play the games... differently! The form is 100% anonymous, and just for fun.

I'll be collecting answers for two weeks, after which I'll be putting them into some graphs that we can all look at. Want to take part? Click the link below and make sure to share the poll with anyone you think would be interested so we can get enough responses. Try to keep manual responses concise and simple so the results are easier to compile.

[dreamofhircine]

You don't feel hands on your chassis. You can't feel boots pressed into recessed maintenance holds, or climbing ropes shot across your frame. Your sensor suite is powerful, the neural link is advanced, but these are just sensory hallucinations as your mind tries to process data. You know this, and knowing doesn't help.

The angle grinders and plasma torches don't sting, don't burn, not really. That's just the alerts flooding through your brain, warning glyphs and imminent core compromise tones blaring in your ears and projected into your mind, re-mapped onto your body. You thrash and whine in the dark, in the rapidly cooling anti-g liquid.

Your lungs still respirate, oxygen rich anti-compression liquid still pumps manually through them even as every other system around you dies and discharges, battery power burning down while the collection crew swarms around your corpse looking for your soft spots like ants carving up a dead animal.

It's been a day, maybe longer, since the hit. A perfect shot from an anti-orbital cannon mid-insertion, just as your atmospheric entry sled was opening. You'd barely seen the ground before everything below the cockpit was severed in blinding flash of heat and light and you were crashing into the dirt, dug meters into frozen earth.

You've wasted so much energy sending pulses up into the sky, trying to reconnect to WarSats that you'd seen the glittery death-flashes of already, trying in vain to call down some last gasp of atomic fury, begging a broken fleet to annihilate you and the insects trying to scrap you, trying to take you alive.

Even your reactor is offline, cold and dead before you got a chance to flare it, to pop the sacrificial plug that would have sent purifying gout of plasma into your cockpit as it squelched out. All you have left are fitful, angry bursts of radar and ranging lasers, something to warm the bones of anything careless enough to pass in front of a functional sensor pod. You hope it fries them, hope they choke on future cancer like you're starting to choke on congealing immersion fluid.

You know that when they open you open, cut your cables and drag you out of yourself, that it won't be kind. Won't be quick. You used all of your anti-personnel munitions on the first group that tried to break you open. And the second. You didn't have enough to finish the third.

You can't feel the anger in their cutting torches, nor malice in their stomping and scrambling around for purchase, you don't have a sensor that can detect rage or tag malevolence-at-range. But you feel it, growing as the skies above darken again and the pulsing warnings in your brain die down.

[kenyatta]

The world of corporate intelligence has quietly ballooned into a market valued at over $20 billion. The Open Source Intelligence (OSINT) market alone, valued at around $9.81 billion in 2024. This exponential growth reflects an important shift: intelligence gathering, once the exclusive domain of nation-states, has been privatized and commodified. [...] The methods these firms employ have evolved into a sophisticated doctrine that combines centuries-old espionage techniques with new technology. Understanding their playbook is important to grasping how democracy itself is being undermined. [...] This practice is disturbingly widespread. A report by the Center for Corporate Policy titled “Spooky Business” estimated that as many as one in four activists in some campaigns may be corporate spies. The report documented how “a diverse array of nonprofits have been targeted by espionage, including environmental, anti-war, public interest, consumer, food safety, pesticide reform, nursing home reform, gun control, social justice, animal rights and arms control groups.” The psychological doctrine these firms follow was laid bare in leaked Stratfor documents. Their manual for neutralizing movements divides activists into four categories, each with specific tactics for neutralization: 1. Radicals: Those who see the system as fundamentally corrupt. The strategy is to isolate and discredit them through character assassination and false charges, making them appear extreme and irrational to potential supporters. 2. Idealists: Well-meaning individuals who can be swayed by data. The goal is to engage them with counter-information, confuse them about facts, and gradually pull them away from the radical camp toward more “realistic” positions. 3. Realists: Pragmatists willing to work within the system. Corporations are advised to bargain with them, offering small, symbolic concessions that allow them to claim victory while abandoning larger systemic changes. 4. Opportunists: Those involved for personal gain, status, or excitement. These are considered the easiest to neutralize, often bought off with jobs, consulting contracts, or other personal benefits. [...] Some firms have industrialized specific tactics into product offerings. According to industry sources, “pretexting” services — where operatives pose as someone else to extract information — run $500-$2,000 per successful operation. Trash collection from target residences (“dumpster diving” in industry parlance) is billed at $200-$500 per retrieval. Installing GPS trackers runs $1,000-$2,500 including equipment and monitoring. The most chilling aspect is how these costs compare to their impact. For less than a mid-level executive’s annual salary, a corporation can fund a year-long campaign to destroy a grassroots movement. For the price of a Super Bowl commercial, they can orchestrate sophisticated operations that neutralize threats to their business model. Democracy, it turns out, can be subverted for less than the cost of a good law firm.

[rythyme]

Introducing the Thai Drama AO3 Trends Dashboard! (Beta) 🇹🇭

Over the last several weeks or so I've been building an auto-scraping setup to get AO3 stats on Thai Drama fandoms. Now I finally have it ready to share out!

Take a look if you're interested and let me know what you think :)

(More details and process info under the cut.)

Main Features

This dashboard pulls in data about the quantity of Thai Drama fics over time.

Using filters, it allows you to break that data down by drama, fandom size, air date, and a select number of MyDramaList tags.

You can also see which fandoms have had the most new fics added on a weekly basis, plus the growth as a percentage of the total.

My hope is that this will make it easier to compare Thai Drama fandoms as a collective and pick out trends that otherwise might be difficult to see in an all-AO3 dataset.

Process

Okay -- now for the crunchy stuff...

Scraping 🔎

Welcome to the most over-complicated Google Sheets spreadsheet ever made.

I used Google Sheets formulas to scrape certain info from each Thai Drama tag, and then I wrote some app scripts to refresh the data once a day. There are 5 second breaks between the refreshes for each fandom to avoid overwhelming AO3's servers.

Archiving 📁

Once all the data is scraped, it gets transferred to a different Archive spreadsheet that feeds directly into the data dashboard. The dashboard will update automatically when new data is added to the spreadsheet, so I don't have to do anything manually.

Show Metadata 📊

I decided to be extra and use a (currently unofficial) MyDramaList API to pull in data about each show, such as the year it came out and the MDL tags associated with it. Fun! I might pull in even more info in the future if the mood strikes me.

Bonus - Pan-Fandom AO3 Search

Do you ever find it a bit tedious to have like, 15 different tabs open for the shows you're currently reading fic for?

While making this dash, I also put together this insane URL that basically serves as a "feed" for any and all new Thai drama fics. You can check it out here! It could be useful if you like checking for new fics in multiple fandoms at once. :)

Other Notes

Consider this dashboard the "beta" version -- please let me know if you notice anything that looks off. Also let me know if there are any fandoms missing! Thanks for checking it out!

The inspiration for this dashboard came from @ao3-anonymous 's AO3 Fandom Trend Analysis Dashboard, which I used as a jumping off point for my own data dash. Please give them some love <3

[fontseeker]

What's your process for identifying a font? Do you follow a specific method/have specific books that your recommend?

For modern fonts, especially free fonts, I tend to use What Font Is. (There's also WhatTheFont, but it only includes commercial fonts and I haven't had as much luck with it.)

For fonts from the 60s/70s/80s, I look through Photo-Lettering's One-Line Manual of Styles, which is a huge collection of samples of fonts that were available in the 70s. For even older fonts, there's various older catalogs to search in, though that doesn't come up very often.

Unfortunately modern fonts are more decentralized, so there's no one catalog that covers them well. Fontscape tries, but its coverage is limited. Sometimes if a font looks like a particular foundry's style, I'll see if I can find it on their website. E.g. Emigre and House Industries tend to have a recognizable style.

Sometimes the font looks similar to a font I know, or I find a font on What Font Is that's not right but close. In that case, I go to the font's page on Fonts In Use, and check under Related Typefaces to see if any of them match. (E.g. for this post, I recognized that it looked like Data 70, so I went to the Fonts In Use page for Data 70, and found Magnetic Ink in the related typefaces.)

Sometimes I use Identifont, mostly for cases where there's a lot of common fonts that are very similar. The Differences tool is really helpful to compare two similar fonts side by side to make sure I've got the right one.

[genshin-impact-updates]

Genshin Impact and Discord Account Linking Now Available: Complete Discord Account Linking to Unlock More Game Info Display and One-Click Rewards

Dear Traveler,

In anticipation of Version 5.0, to help more Travelers on Discord quickly find each other and make Co-Op gameplay more convenient, while also providing possibilities for more features in the future, we are excited to announce the official launch of the Genshin Impact Discord account linking feature!

This new addition will allow you to unlock real-time game information display on Discord, invite friends to quickly start the game, and claim a one-time reward of Primogems ×30 upon linking your account for the first time!

https://hoyo.link/8qTkFJAL

How to Complete the Linking

Follow the steps below.

① Log in to your HoYoverse Account and link your Genshin Impact game account.

② Log in to Discord.

Once logged in, the page will detect your login status. Click on "Link Account" in the center, and you will successfully complete the Genshin Impact Discord account linking.

How to Obtain Rewards

1. After completing the linking of your Discord and Genshin Impact accounts, you will need to manually click to claim your reward.

The reward will be sent to the in-game mailbox of the linked account and may have a delay. The email with the reward will be valid for 30 days, so please claim it promptly.

2. Each game account can only receive the reward once. You cannot switch the linked Discord account to claim the reward multiple times.

3. If your Discord account is terminated or suspended, or account age changes have occurred before rewards are distributed, this may result in rewards not being delivered. Please head to the account linking page and provide authorization again to prevent issues in receiving said rewards.

4. If you need to unlink your accounts after collecting the rewards, please wait for the rewards to be delivered via the corresponding account's in-game mail before proceeding. You can unlink your account only once per calendar month, so please make sure to select your primary account.

*Your personal information will only be used for platform display.

5. A Discord account can claim a maximum of 10 Genshin Impact first-link rewards. If you have already used a Genshin Impact account to link to a Discord account, it cannot be used to link to another Discord account.

6. Do not rent, lend, or allow others to use your game account or Discord account. If such cases are found, we reserve the right to cancel the rewards issuance and handle it in accordance with the relevant Terms of Service.

7. Please also comply with Genshin Impact's Terms of Service (https://genshin.hoyoverse.com/en/company/terms), Privacy Policy (https://genshin.hoyoverse.com/en/company/privacy), and Discord's relevant policy regulations.

Information Display

1. After you complete the linking of your Discord account and Genshin Impact account, when you start Genshin Impact (on PC and mobile), your information will be displayed on Discord.

2. After completing the link, the following game information will be displayed on Discord: Nickname, Adventure Rank, game server, and online duration.

*Due to technical limitations, currently, PS server gameplay status display is not supported.

*Currently, only the above game data can be displayed. Stay tuned for more features in future updates!

Unlinking Instructions

Go to the official linking page and click the "Unlink" button.

How to Change the Link

1. After unlinking, you can change to a Genshin Impact account that hasn't been linked to any Discord accounts.

Please note: You can change the link once per calendar month, so please proceed with caution.

Lastly, if you have any suggestions or feedback regarding the use of Discord account linking, feel free to leave a comment or provide feedback through Modmail on the official server.

[raven-at-the-writing-desk]

Hi! I'm trying to get into writing twst fanfiction, but I'm having some trouble with keeping the boys in-character. What do you think are their base traits? Like, what's the foundation of their personalities?

Hello! I spent a long time debating about whether to respond to this ask or not. Ultimately, a lot of the thoughts I would include in my response are the same as what I have already expressed here. However, I've noticed that this has become sort of a recurring issue, so I'd like to address this more seriously.

I've recently been getting a lot of people requesting that I basically tell them how to write the Twst characters. Tens and tens of them, in fact (too many to include all in one post). Sometimes it's an ask like, "please list out strengths/weaknesses or a summary of their character traits", and sometimes it's more specific like, "here is a prompt I am working on; how do you think [character] would act in this situation?" I'm NOT comfortable with either type of ask and refuse to answer asks of this nature.

I want to be clear: this is NOT the same as asking for general writing advice; this is literally just asking to be spoon-fed the answers. There is a difference between seeking advice on how to overcome writer's block or asking what are techniques to show, don't tell (which is general writing advice) versus asking someone to specifically instruct them on how to write Leona Kingscholar from the hit Disney mobile game Twisted Wonderland. The former is okay with me, while the latter is not.

While I am flattered that people care about my opinion and hold it in high regard, I am not here to be a cheat sheet, and nor are my opinions the "most correct". There is no single "correct" way to write a character, and even if there was, it's certainly not mine. Only the Twst devs themselves are the "most correct", as whatever they produce is what ends up as canon.

As I have said in my previous post on this topic, having someone else tell you how to write does little to help you. Writing is a skill, and skills are not inherent. They are something you train in, practice, and learn. Looking at a bunch of adjectives will not help you write or understand the characters any better than you currently do. If anything, it just means you don’t develop or practice your critical analysis skills. In a worse-case scenario, it devalues what a writer does, as it places the burden on them to condense what they know into a laundry list of characterization--as if it doesn't take us tons of time to hone those writing skills. The only real way to get the results you want is to do your own research, develop your own interpretations, and practice, practice, practice. There is no magic pill or shortcut or streamlining or easy way to do it and come out with a quality result. You have to be willing to put in the time and the effort to learn a skill, and that extends to writing, be it for this fandom, another fandom, or even for non-fandom writing. Think about it like this: when you're writing a good research paper, do you go and ask a single other source to gather all your data and summarize it for you? Of course not. You have to go out and manually collect the resources, do the reading, take notes, and gain an understanding of those resources. Then you use your newfound knowledge to summarize and to synthesize your own conclusions in your research paper. The same logic applies for writing in fandom.

I'm not sure why there is this sudden interest in shortcuts. Is it social media shortening our attention spans? Is it the rise of A.I. like ChatGPT making people more reliant on and more comfortable with summaries? Is it that people are concerned with nailing characterization or instant success the first time around? Is it that the internet's so much crueler with comments + feedback that we want to avoid OOC-ness as much as possible? Is it that I just so happen to like talking about character analysis so people think I must know everything? It could be any of these reasons or a combination of them--but whatever the reasoning is, it still leaves a bad taste in my mouth. It's concerning to me that it seems like people are becoming less and less interested in thinking for themselves and instead are increasingly reliant on others telling them how to create. You NEED to fail and get stuff wrong. You NEED to be able to have the courage to try things on your own. Don't be afraid of failure--failure isn't inherently a bad thing, it is how we learn, grow, and shape our own styles and ways of thinking! I definitely was not perfect when I first started out. I had to fail and stumble and struggle to get my craft to where it is today. So did every single one of your favorite creators. Artists had stick figures, writers had their first words. No artist or writer started off making masterpieces. Arguably, they still don't. Every creator is continuously learning and trying to improve their craft. It's not as though they hit perfection one day and decided to stay stagnant. I feel that it devalues what we make when we try to boil down all the skill we've developed into easy "answer keys" for others to digest. Again, you can ask all you want and seek out as many shortcuts as you like, but that's not going to be properly absorbed into your brain unless you walk the walk for yourself. You can't assume that learning these things will be as easy as reading a summary, memorizing a tutorial, figuring out what brush someone uses, etc.--it wasn't for the people you're asking for this advice from either. Failing is normal and expected. You will also never be able to create something that pleases everyone or something that everyone agrees with--so instead of trying to appeal to an unseen audience, please focus on creating what makes you happy. You have your own creative journeys ahead of you, so don't be scared to walk that road! It can be tough and you'll hit roadblocks and challenges--but overcome them, and you'll become even stronger and more skilled than you were before.

Best of luck!

[yourplayersaidwhat]

Hi, I'm having a weird problem with your submit form. Every time I click the link, I'm prompted to 'log in' to tumblr despite being logged in. When I click 'log in' I'm redirected back to the dashboard. Then when I go back to your blog to submit, I get the same prompt to log in. It's an eternal cycle. I don't expect you to play IT, but would it be alright for me to send submissions in the inbox since the submit form isn't working, provided I format it?

Unfortunately no - we cannot accept submissions via the ask box.

Asks can't be queued like submissions; we'd have to manually copy/paste and format each askbox quote into a new post to be queued, and we simply don't have the time or manpower to do that.

(A related reminder: ALL QUOTES SUBMITTED VIA THE ASKBOX ARE AUTOMATICALLY DELETED. Everyone who submitted via ask recently - and there are several of you - please re-submit via the submit box.)

Our best guess is that this issue happens because of a weird interaction between our custom domain, Tumblr cookies, and your browser's privacy controls. If that's the case, you can try to get around the bug by whitelisting shitmyplayerssay.com in your browser's privacy settings. We aren't collecting your data, we don't want or need your data, we're not up to anything, it's just that (we think) this bug happens due to how third-party cookies are defined.

Anyone who experiences this bug, please report it to Tumblr support! They're the only ones who can do anything about it.

Sorry, Anon - Tumblr has locked submissions down pretty hard. We wish we could do more to fix things!