That is one very happy rat tho!💞
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The Stonewall Inn
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PUT YOUR BEARD IN MY MOUTH

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2025 on Tumblr: Trends That Defined the Year
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$LAYYYTER
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Love Begins

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@waytootiredstudent
That is one very happy rat tho!💞

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Tja
Found here 🦋
Depending on context:
* well then.
* ain't nothing you can do about it.
* well how about that then.
* you brought that upon yourself dude.
* it is what it is.
* that was completely to be expected.
* told you so.
Je nach Kontext:
* tja.
* tja.
* tja.
* tja.
* tja.
* tja.
* tja.
BITCH THIS IS THE MOOD WE'RE GOING INTO THIS YEAR WITH
I'M GOING TO WRITE BADLY BECAUSE I HAVE FRIENDS WHO WRITE WELL AND I'M GOING TO PAINT BADLY BECAUSE I HAVE FRIENDS WHO ARE AMAZING ARTISTS AND I'M GOING TO EMBROIDER BADLY BECAUSE I HAVE FRIENDS THAT ARE AMAZING AT FIBER ART.
I had a lot of/still have some vestigial arrogance about quantitative methods over qualitative ones, probably in a combination of scientific misogyny + STEMlord superiority. But doing regression analysis and quant-heavy data analysis makes me realise more and more that you can justify basically any claim with numbers, and that you can construct your research in such a way as to output the numbers you want. which does not mean that all data are made up or that quantitative knowledge is all false. I think stories about scientists straight up inventing numbers or fudging experiments on purpose prove that there is a real difference between fraudulent and non-fraudulent research. but those data must always be narrativised & are always already narrativised. The act of presenting numbers itself is doing some of that narration because you’re already arguing that these numbers are worth presenting
People in the notes are rightfully pointing out common issues with data manipulation and pre-loaded conclusions in scientific research (i.e., the academic version of asking "so, how often do you beat your wife?" and so on), but I should have clarified that I'm not really talking about that. I'm talking about completely legitimate, above-board scientific research.
For example, I've had students ask me (in good faith) how it was possible for international medical bodies to report different counts of COVID-19 cases during the early years of the pandemic. And one of the answers is that you need to first define what you mean by a "COVID-19 case." Do you include self-reported incidences? Waste water data? Geo-fenced social media posts about people complaining about their coronavirus symptoms? Federal estimates? Hospital data? How do you compare countries/territories/substate entities with mandatory reporting mechanisms vs countries/territories/substate entities that rely only on voluntary self-reported cases? And what combination of these do you use? How you construct what you mean by "case" is going to impact the outcomes you report. These different counts of COVID-19 cases can all be true simultaneously, not because numbers are made up, but because they all come out of different methodologies that can be equally valid.
And this is true across all science, not just social science. Bill Clinton said it best lol: "it depends on what your definition of the word 'is' is." This feels obvious when you look at scientific research that uses "skull measurements" as their object of analysis - the concept itself is white supremacist, regardless of how "sound" the research is. But even something as apparently self-evident as a COVID-19 case still requires a definition, and how you define your variables is necessarily going to impact how the research goes and what conclusions are drawn.
These definitions are always embedded in political & social assumptions. And again, this does not mean that science is all made up or nonsense or whatever. There is a widespread fetishism of "objective knowledge" that is itself ideological - the idea that knowledge can be divorced from all historical and political contexts, that you can scrub bias from research and simply report the facts. Valuable, well-supported, well-constructed scientific research is always embedded in these contexts. Not just as a result of researcher assumptions, but of the material context it exists in - what research resources are available, how & what research gets funded, the academy's relationship to the state & non-government bodies that both provide data and use that research to inform policy, the historical relationships universities often have with settler-colonialism and imperialism that give them access to "foreign" research subjects, etc etc etc.
So my overall point (which I didn't communicate well) is that data can always say what you want to some extent, for good and for ill. And research results (at least in my experience) tend to surprise you in ways that require explanations, which themselves can be fully justified, but again, exist within many different contexts that influence how you interpret them - and not just the results themselves, but your own surprise at your results

Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.
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i love love love learning about my mutuals via the sparsely-connected tidbits of personal lore they drop in the tags. online friends is my favourite text-based rpg
spotted by the river
I haven't decided exactly where I'm gonna display it yet but thank you @stitchposts for my new art 🥰🥰
another w for sodomy
The first one was already funny but the second made me crack up :D
HAAAAA!
[Video description:
Tiktok user thehypegoblin faces the camera wearing a dark elf cleric cosplay. A robotic voice reads the text on the screen: "If your tits had a headphone jack what would they play?" She shoves an aux cord into her cleavage. From under the corset comes the audio "Suffocation! No breathing!" from Last Resort. She shrugs, nods, and makes a yep, that seems right face.
Cut to user casespotleson facing the camera looking inquisitive. He shoves an aux cord under his shirt collar. From under the shirt comes the audio "But you didn't have to cut me off" from Somebody That I Used to Know. He retorts, "Yes I did. Stop whining."
End vid description.]
reblog to stick a fruit sticker on a mutuals’ shirt where they can’t see

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Lesser-known waifu: not Calvin's mom
The whole story is really cute btw ^w^
when i say the symbolism in my life is currently heavy handed i am talking about how 'driving towards a difficult decision' is accomponied by thunder and ligthning and driving away from it while having slight doubts about said decision i am driving out of the tunnel and towards three (3!!!) rainbows with music randomly playing 'never again am i coming back!'
Source
teetotailer
first incidence of good writing advice i've seen in 10+ years on this platform and it's in the notes of a mustelid wreaking absolute havoc in a german grocery store
*record scratch*
*freeze frame*
"Ja, das bin ich. Sie fragen sich wahrscheinlich, wie ich hierher gekommen bin".
i've searched every combination of words imaginable and i still can't find that gif of the german star trek parody where gay spock is quickly drinking coffee and smoking freaking out PLEASE send it to me i need it urgently
matched set
"Whats your favorite bird?" "Oh, chickens" "Those aren't birds haha" ??????????????????????????????????????

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Wood chopping competition in Austrailia
Tree-felling is my favourite of all the woodchopping events. Every year I go to the local Show (like a state fair i guess?) and they have woodchopping and sawing competitions. (look i'm bi i appreciate the ladies sawing competition XD) but there is NOTHING like watching tree felling. and the competition at the Show is handicapped - so you have a delay based on how well you did in the trials. usually this is around 2-30 seconds and the commentator will say each number and people will start when their is called. (In this video it seems like everyone starts at once) I remember there was an older guy one year. I don't know how old - but he was weathered and grey haired and seemed like he had at least a couple decades on all the other competitors. (also might have been another competitors dad? this happens a lot) his handicap? over 80 seconds. You see how FAST these people are moving in the video? Most of this guys competitors were already working on their second ladder (past 50% of the way through the race) before he started. he came second. and only by like 3-4 chops. no movement was wasted, every ax-strike was precise, he was steady on his feet and the crowd was SCREAMING for it. anyway, i love this sport so much. def on the list of things to do with friends if you visit at the right time of year to see it