#data for equality
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जातनिहाय जनगणना, एक गेमचेंजर…
जातनिहाय गणना करण्यासाठी मोदी अचानक तयार कसे झाले ? जातनिहाय गणनेपासून दूर राहण्यासाठी केंद्र सरकारने सर्वोच्च न्यायालयापुढे आजवर विविध कारणे सांगितली होती. बिहारमधे झालेल्या जातनिहाय गणनेला भाजपने उघड विरोध केला होता. बिहारचे मुख्यमंत्री नितिश कुमार यांनी पुढाकार घेऊन राज्यात जातनिहाय सर्वेक्षण केले. त्यानंतरही नितिश कुमार एनडीएमध्ये भाजपाबरोबर आहेत. राज्यातील जातनिहाय सर्वेक्षणानंतर बिहारला…
#2025 जनगणना#backward class data#caste census demand#caste census India#caste data collection#caste demographics#caste empowerment#caste mapping India#caste population data#caste quota data#caste-based census#caste-based politics#census 2025 India#census reform#data for equality#gamechanger Indian politics#inclusive development India#India caste report#India policy data#Indian census politics#marginalised communities census#OBC population#reservation policy#SC ST census#social equity census#social justice census#आकडेवारी आधारित धोरण#आरक्षणासाठी माहिती#एससी एसटी माहिती#ओबीसी जनगणना
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i know it’s the internet and i under no circumstances expect better but it’s really funny when there’s a SaveQueerStories post that says like
“queer shows get canceled more despite having as many viewers” and the webpage has a full data breakdown about how there’s no logical reason except queerphobia
and someone in the comments will just be like “it’s cuz no one is watching it.” damn that’s embarrassing for YOU dude.
#the way the post will present DATA and people respond with opinion as if they hold equal weight#is why we have RFK JR as our head of medicine as a country
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Last week I mentioned the one oddball dinosauriform that had crocodilian-like osteoderm armor, so let's take a look at that one too.
Lewisuchus admixtus lived in what is now northwest Argentina during the late Triassic, around 236-234 million years ago. About 1m long (3'3"), it was an early member of the silesaurids – a group of dinosauriforms that weren't quite dinosaurs themselves, but were very closely related to the earliest true dinosaurs.
(They've also been proposed as instead being early ornithisichians, but we're not getting into that today.)
Much like its later silesaurid relatives Lewisuchus had a long neck and slender limbs, and was probably mainly quadrupedal, possibly with the ability to briefly run bipedally to escape from threats. Its serrated teeth suggest it was carnivorous, likely feeding on both smaller vertebrates and the abundant insects found in the same fossil beds.
Uniquely for an early dinosauriform it also had a single row of bony osteoderms running along its spine. Although it lived at close to the same time as the similarly-armored Mambachiton their last common ancestor was at least 10 million years earlier, and no other early dinosaur precursors with osteoderms are currently known – so this was probably a case of Lewisuchus independently re-evolving the same sort of feature.
—
NixIllustration.com | Tumblr | Patreon
#science illustration#paleontology#paleoart#palaeoblr#lewisuchus#silesauridae#dinosauriformes#avemetatarsalia#archosaur#reptile#art#the early ornithischian idea is intriguing BUT it's also being pushed by the ornithoscelida gang#so that's a thing#(...i should probably also talk about the state of ornithoscelida at some point; it's been what almost seven years?)#(short version: we still dunno and early dinosaur relationships resolve in multiple equally-likely ways; More Data Is Needed)
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Is it just me or is the YouTube algorithm actually getting better now. I keep getting recommended videos w/ 1-10k views from small amateur channels that are actually really fun. That and indie music with similar views that are really good. Whats going on...?..?........?
#Whatever this is I like it and i hope they don't change it#youtube#rare W#txt#It almost feels like everyone has a bit of an equal shot now which is really cool#mayvbe its because they have soo so much of my data and are spying on me <3'
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Some call women's segregation into low-paid work a choice. But it's a funny kind of choice when there is no realistic option other than the children not being cared for and the housework not getting done. In any case, fifty year's worth of US census data has proven that when women join an industry in high numbers, that industry attracts lower pay and loses 'prestige’, suggesting that low-paid work chooses women rather than the other way around. This choice-that-isn't-a-choice is making women poor…Women earn between 31% and 75% less than men over their lifetimes.
This all leaves women facing extreme poverty in their old age, in part because they simply can't afford to save for it. - Caroline Criado Perez (Invisible Women: Data Bias in a World Designed for Men)
#womanhood#feminism#low paid wok#patriarchy#sexism#sex based oppression#Caroline Criado Perez#invisible women#Invisible Women: Data Bias in a World Designed for Men#worker wages#glass ceiling#pay equality#this is why we need feminism#working women#radical feminism#dibs
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Today I am Stress and I'm carrying around a tiny rubber chicken as a fidget toy. I don't care if anyone notices.
#election plus homework mountain equals i am a sentient ball of anxiety#hylian rambles#vent post#helpppp my boss is emailing me about data from months ago and now i have to go wade through the GC computer to track it down.
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The UK no longer has end to end encryption thanks to Keir Starmer’s Labour government reanimating the zombie policy that is the Snoopers Charter, first peddled by Theresa May’s Tory government and rejected by the public.
Apple withdrawing end-to-end encrypted backups from the UK "creates a dangerous precedent which authoritarian countries will surely follow".
UK now likened to authoritarian regimes and why Starmer won’t challenge Trump since he is in lock step with US policies, openly goes after sick, disabled, pensioners and poorest, increasing their hardship rather than tax the mega rich. US policy is UK policy.
So what does this mean for Apple users in the UK?
All your data in the cloud is no longer secure in comparison to having ADP enabled and can be accessed by the government upon request. The GDPR is all but dead in the UK, there are now so many government policies that snoop on us by the back door with even news outlets online now charging us for access without *cookies enabled (data farming you whilst you read with no option to opt out unless you pay)
I checked with the ICO myself and it is a fully approved policy despite its contradiction to the rights of consent, removed in the process.
If you want a workaround here are my suggestions
Cancel your iCloud storage, your data will stay on the cloud until the renewal date, use that time to back it up locally or on a flash drive.

Change your iMessage settings to delete audio messages after 2 minutes and permanently delete messages after 30 days.
Alternatively, use a third party messaging app with a delete on read feature and disable Apple iMessage altogether.
If you are tech savvy you can set up a USB drive or flash drive directly into your router hub (you should have at least one USB slot, some have two) and use FTP to back up over wifi, you can do this on any device, you don’t need a desktop.
Use a VPN service or set one up. If you’re really technical you can use a Raspberry Pi to do this, but you will need to hard code it. Think Mr Robot.
This change does not impact sensitive data like medical details which remain end to end encrypted.
If you want to learn more on the sweeping bills being pushed through government and any action your can take visit Big Brother Watch: https://bigbrotherwatch.org.uk
*If you want to read news articles without paying for the privilege of not handing over your cookie data, simply disable javascript within your browsers settings and refresh the browser page. Remember to turn it back on when your done. Alternatively disable all cookies but know this will impact your online experience and access.
#big brother watch#orwellian#labour government#data privacy#end to end encryption#apple#government#uk politics#equality#discrimination#the matrix#advance data protection#big brother#1984#distopia#keir starmer#authoritarian#totalitarian#fascisim#police state#Theresa May#gdpr#Information Commissioner's Office#ICO
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So with the homunculi being essentially human, having all the same organs and whatever whatever— does that mean that lust had to deal with period cramps?
#which. you could argue maybe she doesnt bc shes infertile thanks to being a homunculus#but infertility does not always equal no periods and she still has a uterus#no idea why she didnt revolt if its the case like maam ur sibling is a giant lizard and ur here dying every month#but i also see ur argument that “the homunculi dont age so she wouldnt menstrate” and i raise you yeah i think that too#bc they arent like. doing anything with their organs. theyre there for show really#like they dont age obvi but they also dont grow taller or grow hair or uh... other smaller processes humans do that change them#oh yeah i forgot they dont bleed. well they do but not really bc as soon as its gone from their body it evaporates#which.... idk if that would be better or worse for lust. would you prefer blood or dusty coochie#im sorry for that sentence#this is why i shouldnt be allowed free thinking bc this is what i do with it#uhm. fuck brain stopping. good thing really but nooooo#okay but they do have emotions which are different chemical reactions in the brain and MEMORIES which rewire the brain so they do change in#some capacity but is that all stored in the stone like soul data or *shot dead for thinking to hard about sci-fi magic*#anyway i bring this all up bc if she DOES she can take out her uterus and not die which i would love to be able to do#i mean. she does regrow it which means she can never truly be free but its a nice thought#fmab#lust the lascivious#moss' madness
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So, I've been doing some thinking. This could either be a meaningless little ramble that no one will care about, or something seen as really dangerous and putting a target on my back.
So, what if we, those most weary of the far right created an international group of activists in light of the US election? See, the thing is that Donald Trump and Elon Musk are very dangerous, but they are also very incompetent and could lead the government down a path that weakens it. It could create a very unique opportunity to address the far right problem and the US Imperialist system itself in one go. Or maybe I'm being overly ambitious.
This group I have in mind would have several purposes, such as keeping communities safe and protecting people from the harm the far right would do in the name of winning the election. Or, most importantly of all, connecting activists from all over the world and allowing us to dismantle the system as a concrete and united movement. Maybe it's just me being naive and hopeful, but maybe it's also something we've all wanted deep down but been too afraid to initialise? If so, maybe this is a sign to really stand up and start trying to make those connections.
#um message if interested I guess?#us elections#us politics#civil rights#revolution#activism#anarchism#socialism#communism#leftist politics#leftism#donald trump#2024 presidential election#usa politics#As an Australian I know there'll always be a barrier to how much I can do as long as america holds the reins#they've swapped out our prime ministers before and been controlling our system for decades#we're barely our own country rn and as long as the us system stays in place as it is we'll never be able to change our own system#So tbh I think the most I could do for myself my friends and everyone in this world is to be involved in this#to unravel the us imperialist system and allow for the change in other places to be able to happen#the western empire needs to be separated and divided if it is to fall and give way to radical land back and revolution#if we want strong anti discrimination safety and equality we need to dismantle the colonialist system starting with the most powerful#also hint hint nudge nudge; try out the app “signal” it's really good for being able to communicate and organise freely#the devs don't give away data and you have so much privacy to be able to organise actions and help people#Please please look into it y'all and start organising and connecting to one another
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updated my duty support counter
#i never posted it before dawntrail so “updated” doesn't really matter to y'all#ff#ffxiv#dt#7.0 spoilers#extrapolating from this data we can see that emet-selch and pero roggo are equally important to the story of final fantasy fourteen
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Apparently transpeople will also die from the inaccurate recording of Sex within statistics
The collection of data on a person’s sex – that is, whether they are male or female – has become controversial in recent years, and a number of public bodies have moved away from collecting data on sex as a result. For example, Scotland’s chief statistician recently issued guidance stating that data on sex should only be collected in exceptional circumstances. This move has been greeted with alarm by quantitative social scientists who believe that data on sex is vitally important and that data on both gender identity and sex is needed.
The Office for National Statistics (ONS) was also embroiled in controversy when it proposed to guide respondents to the 2021 England and Wales census that they may answer the sex question in terms of their subjective gender identity, rather than their sex. This was despite the fact that the 2021 census also included a new separate question on gender identity. The ONS was forced to change its proposed guidance on the sex question by a judicial review and went on to advise that people should answer the first question to reflect their legal sex. The Scottish census authorities have been criticised for disregarding the implications of that judgment.
Statistics on employment, health, crime and education have all been affected by this trend.
The Government Equalities Office has issued guidance to employers who are legally bound to report on their gender pay gap to provide data on their employees’ gender identity, not their sex, and to exclude employees who “do not identify as ‘men’ or ‘women’” from the data. This makes it impossible to assess whether natal males who identify as trans or non-binary may have different labour-market experiences from natal females who identify as trans or non-binary. Yet non-binary or transgender identification may not protect females from discrimination, for example, on the basis of pregnancy or maternity or the perceived risk of becoming pregnant.
The NHS decides who to call for routine medical screenings based on the gender marker a person has recorded with their GP rather than their sex as recorded as birth. The NHS’s failure to record biological sex on patient records has led to trans patients not being called in for screening for conditions that may affect them due to their sex, such as ovarian cancer or prostate cancer. If trans patients are not screened for such conditions, the consequences are potentially fatal. The use of gender identity rather than sex has also led to confusion for some trans patients attempting to use sexual health services.
Freedom of information requests have revealed that multiple police forces in England now record crimes by male suspects as committed by women if the perpetrator requests to be recorded as such. Even small numbers of cases misclassified in this way can lead to substantial bias in crime statistics.
Differences between the sexes are an important factor for analysis in most, if not all, of the areas that social and health scientists address. Sex, alongside age, is a fundamental demographic variable, vital for projections regarding fertility and life expectancy. Sex has systematic effects on physical health and is also linked to mental health. And the importance of sex extends to all aspects of social life, including employment, education and crime.
We know that many differences between the sexes have changed dramatically over time – education and labour market participation are two examples. Without consistent data on sex, social scientists would not be able to track this change over time or to understand whether efforts to improve the representation of women and girls in domains where they are underrepresented have been effective.
We have been losing data on sex, as public sector bodies have switched to collecting data on gender identity instead. But the tide may have turned. The UK Statistics Authority has recently published guidance that recommends that “sex, age and ethnic group should be routinely collected and reported in all administrative data and in-service process data, including statistics collected within health and care settings and by police, courts and prisons”. It also says data producers should clearly distinguish between concepts such as sex, gender and gender identity.
Both people’s material circumstances and their identities are important to their lives. We know that sex matters, and we have much to learn about the ways in which gender identity matters, too. Rather than removing data on sex, we should collect data on both sex and gender identity, in order to develop a better understanding of the influence of both of these factors and the intersection between them.
Original article in The Conversation
Professor Alice Sullivan’s academic profile
UCL Social Research Institute
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rereading ep7 is really strengthening my willness (will illness) because everyone remembers the scene where will kisses jessica's hand but i forgot that right afterwards it says
"Will had returned the greeting in what he thought was a perfectly serious way" 😭 😭 HE DIDNT EVEN REALIZE WHY SHE WAS EMBARASSED? THIS IS NORMAL TO HIM?
#i fucking hate this guy. is the implication he didnt greet lion like that despite their equally formal greeting bc he didnt care abt -#formality at first and so Now that lion told him to be nice and polite hes doing it? and hes like See im behaving what do you want why is -#she freaking out. Whats the issue.#IS IT A GREAT COURT OF HEAVEN THING. They obviously have an old fashioned vibe and are ambiguously 19th century. (despite van dine -#being 20th century. its for the vibe i understand i cant complain.) BUT WHAT!!! DOES HE JUST GO AROUND DOING THIS????#Sorry i talk too much about him its . Its an illness. Im sorry#data#umineko spoilers#willion#willard h wright
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Everyone on the Internet keeps yelling about holding people accountable and this and that punishment, but they have no interest in improvement. What happened to learning from your bad behaviour and getting better?
I follow an American guy on YouTube who was in prison for 19 years for armed robbery and assault and he seems to have used that time to better himself, to get an actual education and improve as a person. He acknowledges his crimes and that he has to constantly work on himself, but he also invests a lot of time in outreach and helping young incarcerated people so they don't get deeper into the criminal world.
His behaviour at 18 shouldn't be excused, obviously, the incarceration was warranted - and this might be my Scandinavian culture speaking - but I believe in improvement, not punishment for the sake of it. So when I follow that guy, I'm trying to understand him, trying to follow his progress and his circumstances.
Obviously not all crimes are equal, that goes without saying, some people can't improve and are dangerous, some simply don't have the insight to understand what they did wrong, but fundamentally I believe humans can learn to do better and I don't understand why so many people won't let them or don't want them to.
I also believe that there are psychological reasons for most human behaviour, especially if it deviates from well-adjusted social patterns, and I think we benefit from trying to understand these cases rather than condeming them wholesale. We don't have to personally approve of a behaviour to try to understand it.
#personal shit#this is equal parts the Scandinavian in me going 'wow that's extreme' and the anthropologist in me going 'hm the human specimen must be#examined as objectively as possible to obtain optimal data🧐'#I'm not saying I don't have visceral emotional reactions to crimes of course I do#but I don't think my emotional reaction should be the basis for justice or measure of punishment
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how can you champion free speech and then celebrate when millions of voices on tiktok are censored. hypocrite.
I didn’t want to talk about politics on this blog but, oh well, here we go. Response under the cut.
Let me preface this: I’ve never been a fan of TikTok and when talk of a ban first started to come onto the scene 6 years ago, I thought it was a good thing, for a multitude of reasons but I won't go into all of it. I'll focus on what the proposed ban and SCOTUS corresponded to. This is a topic of US national security and the type of precedents it sets for foreign companies operating in the US. I thought it would be good to act now [2019] rather than later [2025] because looking at the growth curve, it was a service that would easily become so popular that lawmakers would find themselves in an impossible position and a ban would never happen.
Unfortunately, that’s exactly what’s happened. Again, in my opinion, now a horrible precedent exists. To any foreign government out there, the message is that you are allowed to enter US markets under any pretense, with zero reciprocity for US companies, and as long as you are popular and influential enough the US government and population will go out of its way to facilitate your access
If we are going to go to such extraordinary lengths for a foreign company and government the US must make a demand of absolute reciprocity, in my opinion. Meta, X, Google, Snapchat, and other US-based technology companies must be allowed total market access in China immediately with zero control by the Chinese Government (because that is what they have done through ByteDance owning Tiktok). When the Chinese government inevitably laughs at this demand, ask yourself why. They correctly see Meta, X, Facebook, and Google as instruments of US soft power and as cultural contamination of their civic ideal which undermines their hold on power.
However, we seem to naively believe we're immune from the same influence and have waited so long to act now that we face terrible choices. The one we've made inevitably means we will have a natural experiment now of what it means to allow a government that actively seeks to undermine our civic institutions with the most powerful known technological tool to do so. And the fact that the CCP and ByteDance decided to “shut it down” rather than divest it tells us everything we need to know. No free enterprise would willingly shut off access to 170 million users.
Also, we should be concerned that millions of Americans acted like drug addicts going through withdrawal when they couldn't access a social media app for roughly 12 hours. That is also cause for great concern. But that's a conversation for another day.
#ask#answered#anonymous#anti tiktok#it's not a 'free speech issue'#Free speech is about protecting the right to express ideas and not be persecuted by the gov—it is not a guarantee to a service#or a platform#also dont forget tiktok is the reason people had to create phrases like 'unalived' and basically employ self censorship so they dont#have content taken down#and yes i think US social media conglomerates (Meta-google-etc) are equally as bad for their data scraping and selling policy#and something needs to be done about that too#and yes—I don’t think we should let the CCP or other countries own American land#this does not even touch on the detriments of tiktok and its predatory algorithm on metal health—on promoting overconsumption#on ruining the populations attention span and normalizing dangerous trends and behaviors#Free Speech means I can post something critical of the government online and not have the police show up at my door (cough UK cough)
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“There are plenty of accounts of hostility from men when women venture into supposedly gender-neutral shared exercise spaces. Like transit environments…Gyms are often a classic example of a male-biased public space masquerading as equal access.” - Caroline Criado Perez (Invisible Women: Data Bias in a World Designed for Men)
#Invisible Women: Data Bias in a World Designed for Men#caroline criado perez#womanhood#feminism#sex segregated places#gender mutual#male bias#public space#this is why we need feminism#male privilege#equality#male pattern behavior
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stares at the ceiling in sexuality crisis
#and during pride month ...... sick and fucking twisted#ughhhghh i thought i was over this shit#and i kind of was!!! for a good number of years!!!#but idk it's been bugging me again =_=#everytime i pick up a label it makes me feel antsy but lately being undefined has made me equally uncomfortable in my skin and i HATE ITTT#data's log
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