#Organizing Data
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appreciation post for san’s big heart 🍒
#big thanks to all of the participants and the data they provided#<- tags on one singular gifset#san#choi san#ateez#ateezedit#ateez gifs#atzedit#kpopedit#kpop#*gifs#*tagsedit#<- organization 4 me#tw flash#atzsource
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Shifting $677m from the banks to the people, every year, forever

I'll be in TUCSON, AZ from November 8-10: I'm the GUEST OF HONOR at the TUSCON SCIENCE FICTION CONVENTION.
"Switching costs" are one of the great underappreciated evils in our world: the more it costs you to change from one product or service to another, the worse the vendor, provider, or service you're using today can treat you without risking your business.
Businesses set out to keep switching costs as high as possible. Literally. Mark Zuckerberg's capos send him memos chortling about how Facebook's new photos feature will punish anyone who leaves for a rival service with the loss of all their family photos – meaning Zuck can torment those users for profit and they'll still stick around so long as the abuse is less bad than the loss of all their cherished memories:
https://www.eff.org/deeplinks/2021/08/facebooks-secret-war-switching-costs
It's often hard to quantify switching costs. We can tell when they're high, say, if your landlord ties your internet service to your lease (splitting the profits with a shitty ISP that overcharges and underdelivers), the switching cost of getting a new internet provider is the cost of moving house. We can tell when they're low, too: you can switch from one podcatcher program to another just by exporting your list of subscriptions from the old one and importing it into the new one:
https://pluralistic.net/2024/10/16/keep-it-really-simple-stupid/#read-receipts-are-you-kidding-me-seriously-fuck-that-noise
But sometimes, economists can get a rough idea of the dollar value of high switching costs. For example, a group of economists working for the Consumer Finance Protection Bureau calculated that the hassle of changing banks is costing Americans at least $677m per year (see page 526):
https://files.consumerfinance.gov/f/documents/cfpb_personal-financial-data-rights-final-rule_2024-10.pdf
The CFPB economists used a very conservative methodology, so the number is likely higher, but let's stick with that figure for now. The switching costs of changing banks – determining which bank has the best deal for you, then transfering over your account histories, cards, payees, and automated bill payments – are costing everyday Americans more than half a billion dollars, every year.
Now, the CFPB wasn't gathering this data just to make you mad. They wanted to do something about all this money – to find a way to lower switching costs, and, in so doing, transfer all that money from bank shareholders and executives to the American public.
And that's just what they did. A newly finalized Personal Financial Data Rights rule will allow you to authorize third parties – other banks, comparison shopping sites, brokers, anyone who offers you a better deal, or help you find one – to request your account data from your bank. Your bank will be required to provide that data.
I loved this rule when they first proposed it:
https://pluralistic.net/2024/06/10/getting-things-done/#deliverism
And I like the final rule even better. They've really nailed this one, even down to the fine-grained details where interop wonks like me get very deep into the weeds. For example, a thorny problem with interop rules like this one is "who gets to decide how the interoperability works?" Where will the data-formats come from? How will we know they're fit for purpose?
This is a super-hard problem. If we put the monopolies whose power we're trying to undermine in charge of this, they can easily cheat by delivering data in uselessly obfuscated formats. For example, when I used California's privacy law to force Mailchimp to provide list of all the mailing lists I've been signed up for without my permission, they sent me thousands of folders containing more than 5,900 spreadsheets listing their internal serial numbers for the lists I'm on, with no way to find out what these lists are called or how to get off of them:
https://pluralistic.net/2024/07/22/degoogled/#kafka-as-a-service
So if we're not going to let the companies decide on data formats, who should be in charge of this? One possibility is to require the use of a standard, but again, which standard? We can ask a standards body to make a new standard, which they're often very good at, but not when the stakes are high like this. Standards bodies are very weak institutions that large companies are very good at capturing:
https://pluralistic.net/2023/04/30/weak-institutions/
Here's how the CFPB solved this: they listed out the characteristics of a good standards body, listed out the data types that the standard would have to encompass, and then told banks that so long as they used a standard from a good standards body that covered all the data-types, they'd be in the clear.
Once the rule is in effect, you'll be able to go to a comparison shopping site and authorize it to go to your bank for your transaction history, and then tell you which bank – out of all the banks in America – will pay you the most for your deposits and charge you the least for your debts. Then, after you open a new account, you can authorize the new bank to go back to your old bank and get all your data: payees, scheduled payments, payment history, all of it. Switching banks will be as easy as switching mobile phone carriers – just a few clicks and a few minutes' work to get your old number working on a phone with a new provider.
This will save Americans at least $677 million, every year. Which is to say, it will cost the banks at least $670 million every year.
Naturally, America's largest banks are suing to block the rule:
https://www.americanbanker.com/news/cfpbs-open-banking-rule-faces-suit-from-bank-policy-institute
Of course, the banks claim that they're only suing to protect you, and the $677m annual transfer from their investors to the public has nothing to do with it. The banks claim to be worried about bank-fraud, which is a real thing that we should be worried about. They say that an interoperability rule could make it easier for scammers to get at your data and even transfer your account to a sleazy fly-by-night operation without your consent. This is also true!
It is obviously true that a bad interop rule would be bad. But it doesn't follow that every interop rule is bad, or that it's impossible to make a good one. The CFPB has made a very good one.
For starters, you can't just authorize anyone to get your data. Eligible third parties have to meet stringent criteria and vetting. These third parties are only allowed to ask for the narrowest slice of your data needed to perform the task you've set for them. They aren't allowed to use that data for anything else, and as soon as they've finished, they must delete your data. You can also revoke their access to your data at any time, for any reason, with one click – none of this "call a customer service rep and wait on hold" nonsense.
What's more, if your bank has any doubts about a request for your data, they are empowered to (temporarily) refuse to provide it, until they confirm with you that everything is on the up-and-up.
I wrote about the lawsuit this week for @[email protected]'s Deeplinks blog:
https://www.eff.org/deeplinks/2024/10/no-matter-what-bank-says-its-your-money-your-data-and-your-choice
In that article, I point out the tedious, obvious ruses of securitywashing and privacywashing, where a company insists that its most abusive, exploitative, invasive conduct can't be challenged because that would expose their customers to security and privacy risks. This is such bullshit.
It's bullshit when printer companies say they can't let you use third party ink – for your own good:
https://arstechnica.com/gadgets/2024/01/hp-ceo-blocking-third-party-ink-from-printers-fights-viruses/
It's bullshit when car companies say they can't let you use third party mechanics – for your own good:
https://pluralistic.net/2020/09/03/rip-david-graeber/#rolling-surveillance-platforms
It's bullshit when Apple says they can't let you use third party app stores – for your own good:
https://www.eff.org/document/letter-bruce-schneier-senate-judiciary-regarding-app-store-security
It's bullshit when Facebook says you can't independently monitor the paid disinformation in your feed – for your own good:
https://pluralistic.net/2021/08/05/comprehensive-sex-ed/#quis-custodiet-ipsos-zuck
And it's bullshit when the banks say you can't change to a bank that charges you less, and pays you more – for your own good.
CFPB boss Rohit Chopra is part of a cohort of Biden enforcers who've hit upon a devastatingly effective tactic for fighting corporate power: they read the law and found out what they're allowed to do, and then did it:
https://pluralistic.net/2023/10/23/getting-stuff-done/#praxis
The CFPB was created in 2010 with the passage of the Consumer Financial Protection Act, which specifically empowers the CFPB to make this kind of data-sharing rule. Back when the CFPA was in Congress, the banks howled about this rule, whining that they were being forced to share their data with their competitors.
But your account data isn't your bank's data. It's your data. And the CFPB is gonna let you have it, and they're gonna save you and your fellow Americans at least $677m/year – forever.
If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:
https://pluralistic.net/2024/11/01/bankshot/#personal-financial-data-rights
#pluralistic#Consumer Financial Protection Act#cfpa#Personal Financial Data Rights#rohit chopra#finance#banking#personal finance#interop#interoperability#mandated interoperability#standards development organizations#sdos#standards#switching costs#competition#cfpb#consumer finance protection bureau#click to cancel#securitywashing#oligarchy#guillotine watch
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I love almost every single poppy playtime character, Doey is definitely top three.
I subsequently am also terrified by most of the characters and once again Doey is in the top three
#poppy playtime#poppy playtime doey#doey the doughman#forreal he ate pinosaurus like he was a caprisun!#dude doesn't have teeth and still ended up with grill full of organic data!#at the same time love you Doey
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Lore keeps a baby (out of spite).
#star trek#star trek tng#tng#star trek the next generation#the next generation#lore soong#data soong#worf rozhenko#worf son of mogh#beverly crusher#star trek lore#star trek data#star trek worf#star trek beverly#I realize that this is very self indulgent and I also don’t have an explanation for how he finds this abandoned baby#but I’m a sucker for this kind of plot#give me Lore processing his own childhood trauma while having to learn to care for a helpless newborn#babies are the worst example of the fragility of organic life but too bad because he grows attached to this one#give me no one on the Enterprise trusting him with the baby for a second despite all the growth he goes through#give me Data becoming his advocate and advisor and filling out that uncle role with zeal
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Benophie Calendar - 2024
Benophie Season (s4) documentation so far!
Some dates may not be exact but dug around the best I could! Will be adding as production and press go along.
Special thanks to @vengerb3rg for brainstorming and fact checking xx
#hey!#so this is insane#I took a data and visualization class and ran with it#organization girls where you at?#and before you come for me for not staying to date with benophie week…I’m literally writing it rn#bridgerton#benedict bridgerton#benophie#sophie baek#sophie beckett#bridgerton data#belle makes stuff
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my manuscript got accepted 🎉🎉🎉🎉🎉💃🏻🕺🏻💃🏻🕺🏻💃🏻🕺🏻💃🏻🕺🏻🎈🎈🎈🎈🎈🎊🎊🎊🎊🎊🎊🎊
#i collected most of the data in 2021. very interesting project but terribly organized#have been trying to submit since 2022 and didn’t until 2024. delayed revisions for lots of reasons#NOW IM FREE!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!#rchl
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summer uniform mayu, posing for morishige's camera💕☀️
version without scanline effect / phone UI under cut | twitter
#mayu suzumoto#corpse party#the number of pictures on morishige's phone is random (i just hc that he data transfers his pictures to his computer regularly..)#he's very organized and yknow phone memory capacity in 2008 was probably kind of shit compared to now#she's so sunny... morishige takes so many pictures of her dsfjkdsk#i drew the phone UI by hand and it sucked DKLFDSFKLS just eyeballing the size of those frames by pixels as well. i like complicating things
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#kingdom hearts#kh3#kh remind#kh isa#kh saïx#organization xiii#organization 13#kh memes#kh data greeting#akusai#leaisa
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on the subject of individual actions, they do matter, which is why men flip out when the measured birth rate stagnates/doesn’t increase or drops. they worry and they get upset and they cry and they scream and they publish articles about how men are in a crisis and it’s all our fault because we are making selfish individual choices that don’t benefit their collective. it adds up. you may not think your individual impact is much, but men as a group, especially men in high places, usually pay a whole lot more attention to the individual choices of women than you might think. and they react. that’s all i’m saying
#it is usually hard for this generation to conceive of it but don’t underestimate the worth of your individual decisions#bc men and corporations and government organizations are paying attention to what women do and don’t do and won’t do allllllll the time#they are gonna gather data on us anyway. make it count
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the librarians fandom truly is more active on tumblr which is a double edged sword bc these days big media companies look at certain social media and content sites to see if they should renew a show based on how much ppl are talking abt the show on those platforms & tumblr is NOT ONE OF THEM. to the rest of pop culture and media, tumblr is essentially a black hole where things go but don't come back out and can't be easily observed. other sites like twitter(x), youtube, facebook, instagram, tiktok are literally designed for large media corporations to be able to syphon data from them.
while im not saying I like it or that it's a good thing, the fact of the matter is if you want a show renewed you should be talking about it by name on those sites, not just tumblr. this was only just being implemented when the first show was cancelled, but now it's one of the main way media corporations decide these things. so the idea of people mainly posting about the librarians: the next chapter on here stresses me out greatly, if i'm honest. this is why ive been working so hard to get people on those other platforms to watch and talk about the librarians. i know you may hate these other platforms but if you could find it in you to at least copy and paste/screenshot the things you say on here onto other platforms yourself it would go a lot farther than you might think
#the librarians#the librarians the next chapter#the librarians tnt#the librarians tnc#tnc#the next chapter#yes i understand that tumblr being a black hole that is essentially impenetrable to the majority of organized data harvesting is the appeal
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indeed my exact process once every 8 months or so
#I just thought today of a new way to format a 'profile' (like the descriptions of self that people use on friend meeting#apps and stuff) and how to organize the sections so that it seems such and such a way and oh what if there's links which click off#into branching paths so it's very acessible and there are two different forms depending on so on and so forth#and i was like 'um.. wow. amazing idea. this will be soooo aweseome and will definitely work' but then .. you know...self reflection#lol.. is this just like the millions of other iterations of a similar thing? No.. This Is Different ... Surely...#Though if I had a millionaire friend and a few people who do the type of coding you use for web design stuff and etc..#I could create the most elaborate detailed and amazing platonic friend seeking (and I guess you could also have 'dating' as an option#since that would draw in more of a crowd) website on the earth.. the new okcupid (back when okcupid didn't suckishly abandon their#whole format in hopes of trying to become just like tinder or whatever and they actually had like tons of info and percentages and#open answer questions and would list personality traits on a profile (like 'this person is more Open To New Expereinces than 65% of#other users' etc.). etc. etc. Oh what a beautiful thing I could craft for the detail freaks of the world.... Alas...#unfortunately we seem to be in an oversimplification era.. everything in short quick bites. everything on a tiny phone screen. etc.#marketing 'Introducing The Most Complicated Data Heavy Social Connection Site In The World' would not sell well I'd imagine gjhgjh#AANYWAY.. also no idea why the representation of me is in a turtle neck. what a bold fashion choice..#In another moment of self reflection.. the fact that in the first tag on this post I felt the need to define the word 'profile' just to be#specific as if people couldn't tell from context.. so clearly someone who finds filling out forms a 'fun afternoon activity' lol#the type of guy who finds psych evaluations and pop quizzes and making chore lists mostly enjoyable (< true)
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i think everyone needs someone like data in their lives (doesn’t understand u at all but wants to very badly and is there for u anyway)
#he’ll be like hmmm i do not know what sadness feels like as i am an android and do not experience emotion#but i have read that it is an unpleasant sensation and that there are many different methods that organic beings use to gain comfort#these methods include (*proceeds to infodump about relaxation methods and coping mechanisms*)#i would be happy to assist u in the execution of any of these things if you should so desire🙂🙂🙂🙂🙂#idk hes so bbg it makes me cry sometimes#he’s so utterly unjudgmental#star trek#star trek tng#star trek the next generation#st tng#tng#data tng#star trek data#lt commander data#commander data#data star trek#data soong#i’m back on my star trek bullshit guys#also i will gladly help u if ur sad#hmu if ur sad i’ll comfort u :D
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More from the 16th Anniversary Survey

is that where y'all go for Fandom News and Information?
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Communication is so important to Javi, like Storm PAR jokingly calls him a helicopter dad because he has this almost-constant need to know where every person is at every moment in time (and maybe because he dabbled with helicopters in the military). Like every truck and most other pieces of their equipment have their own trackers connected to an app on their phones. And then before they separate for the night they have a brief meeting to go over the game plan for the next day, and then he’ll send a follow up text before going to bed that summarizes that discussion.
Javi also made sure that every member of his crew had wireless ear pieces to ensure that they stayed in constant communication with one another. It didn’t matter if you were in the same vehicle as someone else, it was a rule that every person must have their own in case anyone was separated. This meant when they inevitably leave the confines of their vehicles to deploy the radar equipment (or to seek shelter) they could still communicate.


#communication is key#he prob freaks out if they don’t check in#I’ll bet he’s actually so organized like his file tree structure folders with their data is immaculate#javier rivera#storm par#twisters 2024#twisters#military javier rivera#twisters javi#headcanon#tempesttamers
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Brothers. 🙄💛✨
Since my last post, I have been thinking about the dynamic that Dadi should have with Data and Geordi’s families! And I have decided that a character who is a combination of Data and Geordi would be quite responsible by nature, so he would definitely accept everyone in their families as his own!
That brings us to the art. I interpret Data as being quite patient with Lore, while staying suspicious and keeping his wits about him, because he values having a brother at all. I think adding Geordi’s feelings to the mix would add tension to their relationship, and result in Dadi having much less patience for Lore than Data does. He would take more of a self-preservation approach to the relationship than Data would, and would therefore be even more estranged from Lore. Ultimately, he views Lore as his very, very flawed brother who needs to get his shit together before they can spend more than a few minutes in the same room together! Similar things can be said about his relationship with Dr. Soong.
You can read more about Dadi here!
#star trek#star trek tng#tng#star trek the next generation#the next generation#lore soong#dadi la soong#data soong#geordi la forge#star trek lore#star trek dadi#star trek data#star trek geordi#daforge#all of that said#I think if Lore had the same goals as he had in Descent he would be cracking Dadi’s head open the first chance he got#he was already experimenting on Geordi because of his VISOR#so im guessing he’d be very curious to see how much of Dadi’s brain is organic and how much is positronic#but anyway thank you everyone for reading all of this! I’m not particularly confident in my writing abilities#which is why I tend to stick to art as my way of sharing my ideas! but unfortunately OCs need a lot of explaining#so I’m doing my best!! 🥺💛✨#thank you for coming along for the ride!
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My fears regarding TikTok go beyond the blatant propaganda, narrative control, and censorship. I am concerned about the algorithm and the potential it has to be weaponized. It is so specific and accurate to find what niches, beliefs, and subcultures people are a part of that it could be used to identify people/groups the government want to target. The US didn’t want China to have the data because they wanted the data.
For instance, if they wanted to target crafty, left-handed, eldest siblings, who like [insert specific sports team here] all they would have to do is pull on the threads of the algorithm to have the accounts and information of people who were sorted into these specific boxes.
#that is why I’m only redownloading it to remove my data and delete the account#I fear they would use it to target the pro Palestine movements pro human rights movements#or to identify people of specific immigration statuses#and all this Trump ass-kissing has me concerned that they have already rolled over to placate him#and our data has already been compromised#because tiktok was a huge well of information and organization regarding narratives the government could not get ahead of#but with the algorithm and account info#they could target and punish dissidents#tiktok#tiktok ban#us politics
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