#needs research

[stuckinapril]

October 7 still being used as a talking point 7 months into the genocide actually gives me a fucking migraine when several fact-checking articles have come out by now that show Israel was completely aware there would be an escalation that day, that they let it happen because it could then be used as grounds for heightened Israeli terrorism for months to come (not that Israel hasn’t been enacting atrocities on Palestinians for decades now), that a huge portion of Israeli civilian casualty is owed at large to the IOF firing in close quarters at areas where Israeli captives were held, that Israeli helicopters indiscriminately shot at Israelis and Palestinians on that day (bc they don’t actually give a fuck for the civilians, in case you haven’t caught the memo), and that Israeli captives even recounted how the IOF obliterated everyone (including its own hostages it supposedly wanted to rescue) the moment they arrived on the scene. That day Israel murdered hundreds of its own in cold blood.

[cipheramnesia]

Not perfect and not always right but basically:

Is it a screen shot?

Is there a link?

Did you click/read the link?

Was it a real source (AP wire, local news, the original online post - not Fox, not the Sun, not NY Post, etc)?

Did you find any confirmation?

Did it strongly confirm a bias or suspicion?

Did it make you feel angry, smug, disgusted, superior, and/or helpless?

Is it important enough to you that you think it needs to be shared?

Do you have the energy, time, ability to research, confirm, and provide sources, links, and some additional clarifying details?

Generally I have this in mind, not necessarily always and not always observed, and I forget and blah blah. But it's a pretty simple guide to remember, and honestly items 1 and 9 cover me most of the time.

[mfshipbracket]

[teamred]

LOGAN + LOVING LOOKS in X-MEN ORIGINS: WOLVERINE

[poorly-drawn-mdzs]

I hope you take this as the compliment it is intended to be, but you strike the same chord of irreverence-as-love, jokes-to-showcase-sencerity that I get from Chuck Tingle, and I adore both of you.

You have bestowed the greatest honour upon me.

[zephyrine-gale]

thinking about scaramouche team dynamics ft scarabedo

[anna-scribbles]

omg how are you liking ouran high school host club?! I'm so excited for u <3

haha i’ve only seen the first 3 eps so far but i’m loving it! these are my thoughts so far

[kindnessoverperfection]

Please, if you can, take a moment to read and share this because I feel like I'm screaming underwater.

NPD (Narcissistic Personality Disorder) stigma is rampant right now, and seems to be getting progressively worse. Everyone is using it as a buzzword in the worst ways possible, spreading misinformation and hatred against a real disorder.

I could go on a long time about how this happened, why it's factually incorrect (and what the disorder actually IS), why it's harmful, and the changes I'd like to see. But to keep this concise, I'll simply link to a few posts under the cut for further reading.

The point of this post is a plea. Please help stop the spread of stigma. Even in mental health communities, even around others with personality disorders, in neurodivergent "safe" spaces, other communities I thought people would be supportive in (e.g. trans support groups, progressive spaces in general), it keeps coming up. So I'm willing to bet that a lot of people on this site need to see this.

Because it's so hard to exist in this world.

My disorder already makes me feel as if I'm worthless and unlovable, like there's something inherently wrong and damaged about me. And it's so much harder to fight that and heal when my daily life consists of:

Laughing and spending time with my friends, doing my utmost best to connect and stay present and focused on them, trying to let my guards down and be real and believe I'm lovable- when suddenly they throw out the word "narcissist" to describe horrible people or someone they hate, or the conversation turns to how evil "people with narcissistic personality disorder" are. (Seriously, you don't know which of your friends might have NPD and feels like shit when you say those things & now knows that you'd hate them if you knew.)

Trying to look up "mental health positivity for people with npd", "mental health positivity cluster bs", only to find a) none of that, and b) more of the same old vile shit that makes me feel terrible about myself.

Having a hard time (which is constant at this point) and trying to look up resources for myself, only to again, find the same stigma. And no resources.

Not having any clue how to help myself, because even the mental health field is spitting so much vitriol at people with DISORDERS (who they're supposed to be helping!) that there's no solid research or therapy programs for people like me.

Losing close friends when they find out, despite us having had a good relationship before, and them KNOWING me and knowing that I'm not like the trending image of pwNPD. Because now they only see me through the lens of stigma and misinformation.

Hearing the same stigma come up literally wherever I go. Clubs. Meetings. Any online space. At the bus stop. At the mall. At a restaurant. At work. Buzzword of the year that everyone loooves loudly throwing around with their friends or over the phone. Feels awesome for me, makes my day so much better/s

I could go on for a long time, but I'm scared no one will read/rb this if it gets too much longer.

So please. Stop using the word "narcissist" as a synonym for "abusive".

Stop bringing up people you hate who you believe to have NPD because of a stigmatizing article full of misinformation whenever someone with actual NPD opens their mouth. (Imagine if people did that with any other disorder! "Hey, I'm autistic." "Oh... my old roommate screamed at me whenever I made noise around him, and didn't understand my needs, which seems like sensory overload and difficulty with social cues. He was definitely autistic. But as long as you're self-aware and always restraining your innate desire to be an abusive asshole, you're okay I guess, maybe." ...See how offensive and ignorant that is?)

Stop preventing healthcare for people with a disorder just because it's trendy to use us as a scapegoat.

If you got this far, thank you for reading, and please share this if you can. Further reading is under the cut.

NPD Criteria, re-written by someone who actually has NPD

Stigma in the DSM

Common perception of the DSM criteria vs how someone may actually experience them (Keep in mind that this is the way I personally experience these symptoms, and that presentation can vary a lot between individuals)

"Idk, the stigma is right though, because I've known a lot of people with NPD who are jerks, so I'm going to continue to support the blockage of treatment for this condition."

(All of these were written by me, because I didn't want to link to other folks' posts without permission, but if you want to add your own links in reblogs or replies please feel free <3)

[tawnyevergreen]

Inspired by this:

[emolionsrawr]

gerrard: buckley, what in the devils name are you doing?

buck, with a clipboard in hand: well, gerrard, i was going over everything in the firehouse and i noticed some things

gerrard: what is it buckley?

buck: well, you sir are in violation of the sexual orientation, gender identity or gender expression discrimination act, over the past week i've noticed you refer to henretta wilson with slurs, very offensive slurs, as well as myself, due to this myself and mrs wilson have made note of each time you've done this, and reported it to our head HR representative, this here *hands gerrard a piece of paper* is a letter from the chief, requesting your presence for a meeting about your retirement

gerrard: you fucking fa-

bobby: i'd be careful if i was you gerrard, and get out of MY firehouse

gerrard: *screws up the paper and leaves*

chimney: see i told you all we needed to do was set clipboard buck on his ass

hen: look i know i'm a lesbian, but buck has never looked so good before

buck: i am the defender of lesbians!!

[the-faunal-frontier]

Muntiacus gongshanensis - Gongshan Muntjac

[reasonsforhope]

People ask me sometimes how I'm so confident that we can beat climate change.

There are a lot of reasons, but here's a major one: it would take a really, really long time for Earth to genuinely become uninhabitable for humans.

Humans have, throughout history, carved out a living for themselves in some of the most harsh, uninhabitable corners of the world. The Arctic Circle. The Sahara. The peaks of the Himalayas. The densest, most tropical regions of the Amazon Rainforest. The Australian Outback. etc. etc.

Frankly, if there had been a land bridge to Antarctica, I'm pretty sure we would have been living there for thousands of years, too. And in fact, there are humans living in Antarctica now, albeit not permanently.

And now, we're not even facing down apocalypse, anymore. Here's a 2022 quote from the author of The Uninhabitable Earth, David Wallace-Wells, a leader on climate change and the furthest thing from a climate optimist:

"The most terrifying predictions [have been] made improbable by decarbonization and the most hopeful ones practically foreclosed by tragic delay. The window of possible climate futures is narrowing, and as a result, we are getting a clearer sense of what’s to come: a new world, full of disruption but also billions of people, well past climate normal and yet mercifully short of true climate apocalypse. Over the last several months, I’ve had dozens of conversations — with climate scientists and economists and policymakers, advocates and activists and novelists and philosophers — about that new world and the ways we might conceptualize it. Perhaps the most capacious and galvanizing account is one I heard from Kate Marvel of NASA, a lead chapter author on the fifth National Climate Assessment: “The world will be what we make it.”" -David Wallace-Wells for the New York Times, October 26, 2022

If we can adapt to some of the harshest climates on the planet - if we could adapt to them thousands of years ago, without any hint of modern technology - then I have every faith that we can adjust to the world that is coming.

What matters now is how fast we can change, because there is a wide, wide gap between "climate apocalypse" and "no harm done." We've already passed no harm done; the climate disasters are here, and they've been here. People have died from climate disasters already, especially in the Global South, and that will keep happening.

But as long as we stay alive - as long as we keep each other alive - we will have centuries to fix the effects of climate change, as much as we possibly can.

And looking at how far we've come in the past two decades alone - in the past five years alone - I genuinely think it is inevitable that we will overcome climate change.

So, we're going to survive climate change, as a species.

What matters now is making sure that every possible individual human survives climate change as well.

What matters now is cutting emissions and reinventing the world as quickly as we possibly can.

What matters now is saving every life and livelihood and way of life that we possibly can.

[itsdefinitely]

and to you, character i like, i bestow upon you the highest honor i can give. grey hairs.

[gunk-ice-tea]

questionable influence..

personal opinion: just like with everything else, ram and zen complement each other, including internet humor

the balance is preserved

[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.

[jaydarino]

Human sukuna sketches

Close ups: