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Strava's data is quite protected so I couldn't index it for Hoodmaps But the good thing is the US Census data publishes median income level and the data is very fresh and accurate, so I added it to 🗺️ So now you can switch to [ 💰 Income mode... show more

@levelsio

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1,496,397 次观看 • 5 天前 •via X (Twitter)

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After [ 💰 Income mode ] I thought what if we can collect live violent crime data and show that per neighorhood too? [ 🥷 Crime mode ] Before AI it'd be too much hassle finding all these data sets, normalizing them, and keeping them up to date, especially for 1000+ cities! But with AI it's quite do-able I started first with New York City, it gives you an instant glimpse where crime is concentrated and where not, and of course it's tied to social development and income too Now I'll try add all other US cities and then do EU and rest of world! As always, data should be free, available for the people to see in an easy way (which now it's absolutely not) Because to solve problems in a city, you first need to know where those problems are, so I hope Hoodmaps can help with that a bit!

After [ 💰 Income mode ] I thought what if we can collect live violent crime data and show that per neighorhood too? [ 🥷 Crime mode ] Before AI it'd be too much hassle finding all these data sets, normalizing them, and keeping them up to date, especially for 1000+ cities! But with AI it's quite do-able I started first with New York City, it gives you an instant glimpse where crime is concentrated and where not, and of course it's tied to social development and income too Now I'll try add all other US cities and then do EU and rest of world! As always, data should be free, available for the people to see in an easy way (which now it's absolutely not) Because to solve problems in a city, you first need to know where those problems are, so I hope Hoodmaps can help with that a bit!

@levelsio

111,381 次观看 • 1 天前

Income is the lowest level of wealth. Even high income is still just you trading effort, skill, or attention for cash. The next level up is leveraged income. That’s when other people are doing work and you earn from the spread. Better but it’s still income. The real shift happens at the equity level. Equity is ownership. Equity is the dollar value of what you own in something. Income is fuel. Equity is wealth. Earn your income, buy equity.

Income is the lowest level of wealth. Even high income is still just you trading effort, skill, or attention for cash. The next level up is leveraged income. That’s when other people are doing work and you earn from the spread. Better but it’s still income. The real shift happens at the equity level. Equity is ownership. Equity is the dollar value of what you own in something. Income is fuel. Equity is wealth. Earn your income, buy equity.

Sharran Srivatsaa

21,500 次观看 • 4 个月前

“we’ll have to have some sort of Universal Basic Income (UBI)” Elon Musk But who is going to pay? We believe our data! HUDI = Human Data Income We are building a Universal Basic Income based on our data. Our data is our asset, the new oil, but we have no transparency nor profit from it. Help us build the Human Data Income: we made great progress, but it’s just the beginning!

“we’ll have to have some sort of Universal Basic Income (UBI)” Elon Musk But who is going to pay? We believe our data! HUDI = Human Data Income We are building a Universal Basic Income based on our data. Our data is our asset, the new oil, but we have no transparency nor profit from it. Help us build the Human Data Income: we made great progress, but it’s just the beginning!

HUDI

11,400,431 次观看 • 2 年前

Added 3d buildings now to Together with [ 💰 Income mode ] it looks pretty cool and you can see the average income per neighborhood of hundreds of cities around the world that I just added! Just zoom in and hold CTRL and drag your mouse, or on mobile drag with two fingers to go 3d! Nice if you are figuring out where to stay in a city, or even where to live maybe Here's NYC's median income map:

Added 3d buildings now to Together with [ 💰 Income mode ] it looks pretty cool and you can see the average income per neighborhood of hundreds of cities around the world that I just added! Just zoom in and hold CTRL and drag your mouse, or on mobile drag with two fingers to go 3d! Nice if you are figuring out where to stay in a city, or even where to live maybe Here's NYC's median income map:

@levelsio

237,892 次观看 • 3 天前

So here’s the deal, THE TREASURY DEPARTMENT DATA IS COMPROMISED. Actors without security clearance have been given access to scrape your data. Elon Musk now controls your data and it represents the same level of control exerted by the Chinese government’s social credit system. Musk is now able to profile every name on the treasury data systems. There is no way to sugar coat the fact that your data is no longer secure. It can now be used to target you and not for your benefit, be sure of that. Democrats and advocacy groups can take all the legal action they like, THE DATA IS COMPROMISED and you can’t put the genie back in the bottle. This data can now be used to literally social engineer services to target any perceived enemy of ‘the state’. Call me a conspiracy theorist if you like, but then sit back have a think if any of what I am suggesting is not possible. I analyse big data for a living and I have no solution to this problem and neither does any Democrat telling you it can be fixed.

𝔗𝔯𝔲𝔱𝔥 𝔐𝔞𝔱𝔱𝔢𝔯𝔰

16,366 次观看 • 1 年前

MCP is mind-blowing. Here is a genius setup that will earn you a promotion with your manager. I have multiple data sources: data in S3, MySQL, and local files. Using Spice (an open-source project), I can co-locate all of that data behind a single SQL endpoint and augment it using MCP. Before, accessing data was slow, and I had to make multiple requests to get anything. After using Spice, I can query the data much faster (since it's mirrored locally), and I don't have to worry about where the data is coming from. Spice acts as an MCP server, so I can connect to it from my IDE or the Claude Desktop app and have access to all the data. But even more cool than that: Spice also acts as an MCP client, so it can connect to other MCP servers. This is where things get really interesting! Watch the video. I'm querying multiple data sources from my IDE and using the Google Maps MCP server for driving directions.

MCP is mind-blowing. Here is a genius setup that will earn you a promotion with your manager. I have multiple data sources: data in S3, MySQL, and local files. Using Spice (an open-source project), I can co-locate all of that data behind a single SQL endpoint and augment it using MCP. Before, accessing data was slow, and I had to make multiple requests to get anything. After using Spice, I can query the data much faster (since it's mirrored locally), and I don't have to worry about where the data is coming from. Spice acts as an MCP server, so I can connect to it from my IDE or the Claude Desktop app and have access to all the data. But even more cool than that: Spice also acts as an MCP client, so it can connect to other MCP servers. This is where things get really interesting! Watch the video. I'm querying multiple data sources from my IDE and using the Google Maps MCP server for driving directions.

Santiago

142,696 次观看 • 1 年前

#WATCH | Chicago, US: Chairman of Indian Overseas Congress, Sam Pitroda says, "...This is a policy issue. Congress party would frame a policy through which the wealth distribution would be better...We don't have a minimum wage (in India)...If we come up with a minimum wage in the country saying you must pay so much money to the poor, that's the distribution of wealth. Today, rich people don't pay their peons, servants, and home help enough but they spend that money on vacation in Dubai and London...When you talk about the distribution of wealth, it is not that you sit on a chair and say I have this much money and I'll be distributing it to everybody. It's naive to think like that. The PM of a country thinks like that, that means I got some concerns about his brain...You are really dealing with the policy issues to redistribute wealth and when you ask for the data, you are really trying to understand what is the distribution today. We don't have good data on all this. I think we need data to decide on policy issues. We don't need data to distribute wealth. We need data to decide on policy issues going forward..."

#WATCH | Chicago, US: Chairman of Indian Overseas Congress, Sam Pitroda says, "...This is a policy issue. Congress party would frame a policy through which the wealth distribution would be better...We don't have a minimum wage (in India)...If we come up with a minimum wage in the country saying you must pay so much money to the poor, that's the distribution of wealth. Today, rich people don't pay their peons, servants, and home help enough but they spend that money on vacation in Dubai and London...When you talk about the distribution of wealth, it is not that you sit on a chair and say I have this much money and I'll be distributing it to everybody. It's naive to think like that. The PM of a country thinks like that, that means I got some concerns about his brain...You are really dealing with the policy issues to redistribute wealth and when you ask for the data, you are really trying to understand what is the distribution today. We don't have good data on all this. I think we need data to decide on policy issues. We don't need data to distribute wealth. We need data to decide on policy issues going forward..."

ANI

244,501 次观看 • 2 年前

I wrote tidycensus for #rstats to simplify the process of acquiring US Census data. But - you still have to know R to use it! I wrote a rudimentary tidycensus #MCP to teach Claude to fetch Census data - watch the video for the results.

I wrote tidycensus for #rstats to simplify the process of acquiring US Census data. But - you still have to know R to use it! I wrote a rudimentary tidycensus #MCP to teach Claude to fetch Census data - watch the video for the results.

Kyle Walker

10,855 次观看 • 1 年前

Why is my large purposefully curated OFFLINE data so valuable? Listen to someone who build the common crawl. My data is unchanged with receipts and most of it has not been seen for decades. Online training data is the lowest quality data.

Why is my large purposefully curated OFFLINE data so valuable? Listen to someone who build the common crawl. My data is unchanged with receipts and most of it has not been seen for decades. Online training data is the lowest quality data.

Brian Roemmele

25,070 次观看 • 6 个月前

Data-driven Crypto Marketing: the full experience was going to drop the slides standalone but realized there is so much nuance that wouldn't be conveyed so I recorded and am uploading it for all to see

Data-driven Crypto Marketing: the full experience was going to drop the slides standalone but realized there is so much nuance that wouldn't be conveyed so I recorded and am uploading it for all to see

Emily Lai

49,763 次观看 • 1 年前

I got a smart meter recently and saw you can download a HDF file with the data so I had the idea of writing a script that could parse that and show the data in a useful manner. However I discovered that someone has already done this and done a really good job on it. The video explains how it works. In simple terms it uses the ESB smart meter data and shows a breakdown of how much data you are using and when and also recommends plans and estimates what each one would cost based on the data. The tool is available at easier to read on Laptop or Tablet or then your phone to Landscape.

I got a smart meter recently and saw you can download a HDF file with the data so I had the idea of writing a script that could parse that and show the data in a useful manner. However I discovered that someone has already done this and done a really good job on it. The video explains how it works. In simple terms it uses the ESB smart meter data and shows a breakdown of how much data you are using and when and also recommends plans and estimates what each one would cost based on the data. The tool is available at easier to read on Laptop or Tablet or then your phone to Landscape.

Carlow Weather

298,565 次观看 • 2 年前

It's happening. Last night, I started downloading financial data from the SEC. • income statements • balance sheets • cash flow statements 10,000+ public companies. 3 million rows in total. I’m using multiple worker nodes to pull, parse, and clean the data. The orchestration is beautiful. This week, I will: • create an API for accessing the data • write and publish developer docs • add auth so you can use it cc buildspace nights & weekends 🔊 on for the video

It's happening. Last night, I started downloading financial data from the SEC. • income statements • balance sheets • cash flow statements 10,000+ public companies. 3 million rows in total. I’m using multiple worker nodes to pull, parse, and clean the data. The orchestration is beautiful. This week, I will: • create an API for accessing the data • write and publish developer docs • add auth so you can use it cc buildspace nights & weekends 🔊 on for the video

Virat Singh

313,830 次观看 • 2 年前

Catherine Austin Fitts: "I think Palantir is in partnership with the Netanyahu syndicate... [and] they have the treasury data, the IRS data, [and] they have the Social Security data... [and they're] building a complete biometric surveillance [grid] of the entire population." This clip of Fitts, a former Assistant Secretary of Housing and Urban Development, investment banker, and founder of the Solari Report (The Solari Report | Catherine Austin Fitts), is taken from an interview with Gary Heasley, et al. of The Conservative Voice (The Conservative Voice) posted to X on July 8, 2025. ---------------Partial transcription of clip--------------- "I think Palantir is in partnership with the Netanyahu syndicate and the breakaways. I don't, you know. But they have contracts with Health and Human Services. They have contracts. The government pays them massive amounts. Massive amounts of money. Massive amounts of money. "And so if you look at the Doge theft, what you've done is you've moved between the government contracts. You know, there's a new sole source ICE contract on the way to Palantir as well. That's just announced. I just found that last night. So you've got, you know, you. Basically, they have the treasury data, they have the IRS data, they have the Social Security data. [And now] they're going to have all the ICE data. "And then, Trump has announced he wants to privatize Freddie and Fannie, but Palantir is going to underwrite all the packages before they come into Freddie and Fannie. So they're going to have all the housing data. And we know HHS has said they're organizing all the health, public and private health data, so I'm assuming that's going in as well. And basically you're talking about that data being managed and, and I think at this point, basically privatized into AI. "So the Doge operation, if I'm right, and this is my hypothesis, if the Doge operation did what I think, they transferred all the data. And, and, and they did it when an XAI announced a partnership with Palantir. And then the government turned around and Palantir had a lot of contracts with those agencies anyway. But, but then they gave them additional contracts, and so they have plenty of money, especially the ICE is going to be sole source, so you can just do pretty much whatever you want. So they have plenty of money to manage that data. And yes, I think they have it on a private basis. "And what's interesting, I have somebody, a professional that I work with who has for, for his business, has to do income verification. And, magically, two weeks after, Doge got the Treasury, Social Security and irs, suddenly the income verification service he uses announces they have 100% of Americans now complete data on everyone. Magically. "[Also,] the ICE story is complicated because there are multiple things going on, but there's no doubt the primary thing going on is building a complete biometric surveillance of the entire population."

Catherine Austin Fitts: "I think Palantir is in partnership with the Netanyahu syndicate... [and] they have the treasury data, the IRS data, [and] they have the Social Security data... [and they're] building a complete biometric surveillance [grid] of the entire population." This clip of Fitts, a former Assistant Secretary of Housing and Urban Development, investment banker, and founder of the Solari Report (The Solari Report | Catherine Austin Fitts), is taken from an interview with Gary Heasley, et al. of The Conservative Voice (The Conservative Voice) posted to X on July 8, 2025. ---------------Partial transcription of clip--------------- "I think Palantir is in partnership with the Netanyahu syndicate and the breakaways. I don't, you know. But they have contracts with Health and Human Services. They have contracts. The government pays them massive amounts. Massive amounts of money. Massive amounts of money. "And so if you look at the Doge theft, what you've done is you've moved between the government contracts. You know, there's a new sole source ICE contract on the way to Palantir as well. That's just announced. I just found that last night. So you've got, you know, you. Basically, they have the treasury data, they have the IRS data, they have the Social Security data. [And now] they're going to have all the ICE data. "And then, Trump has announced he wants to privatize Freddie and Fannie, but Palantir is going to underwrite all the packages before they come into Freddie and Fannie. So they're going to have all the housing data. And we know HHS has said they're organizing all the health, public and private health data, so I'm assuming that's going in as well. And basically you're talking about that data being managed and, and I think at this point, basically privatized into AI. "So the Doge operation, if I'm right, and this is my hypothesis, if the Doge operation did what I think, they transferred all the data. And, and, and they did it when an XAI announced a partnership with Palantir. And then the government turned around and Palantir had a lot of contracts with those agencies anyway. But, but then they gave them additional contracts, and so they have plenty of money, especially the ICE is going to be sole source, so you can just do pretty much whatever you want. So they have plenty of money to manage that data. And yes, I think they have it on a private basis. "And what's interesting, I have somebody, a professional that I work with who has for, for his business, has to do income verification. And, magically, two weeks after, Doge got the Treasury, Social Security and irs, suddenly the income verification service he uses announces they have 100% of Americans now complete data on everyone. Magically. "[Also,] the ICE story is complicated because there are multiple things going on, but there's no doubt the primary thing going on is building a complete biometric surveillance of the entire population."

Sense Receptor

123,301 次观看 • 1 年前

David Friedberg: Michael Burry’s Datacenter Math is Wrong “I actually think Michael Burberry's got this wrong.” “What Michael Burry is saying is that all of these hyperscalers have extended their depreciation schedule or the useful life of their data centers by roughly 2x, which cuts the operating costs in half when they report it in earnings. And so it's making their earnings inflate.” “So he's claiming they're cooking the books. Google first made this change in Q1 of 2021, where they said the servers are now going from 3 to 4 years. Separately in 2021, Google took networking equipment from 3 to 5 years. And then in 2023, they took it from 5 to 6 years.” “And so this is a result of this effort where they went in and did an analysis. So what happened?” “What happened in the data centers is that the data centers transitioned from being primarily data storage and data transfer systems, where you would use hard drives and RAM and memory to store data and then transmit it back out, to being data processing centers because of the AI boom.” “So as AI became more important in the data center, more of the dollars that are going into data centers were allocated towards chips from data storage, which initially was hard drives.” “And then suddenly, when you put these processors in to process the data to do AI, the majority of the spend and the majority of the energy is going towards the processors.” “I made some calls and I checked around with some other friends, and everyone says the same thing: that these 7-8 year old TPUs and GPUs that are sitting in the data centers are still being used and they're being used at 100% utilization.” “So that actually justifies and validates the depreciation schedule being much longer versus shorter.”

David Friedberg: Michael Burry’s Datacenter Math is Wrong “I actually think Michael Burberry's got this wrong.” “What Michael Burry is saying is that all of these hyperscalers have extended their depreciation schedule or the useful life of their data centers by roughly 2x, which cuts the operating costs in half when they report it in earnings. And so it's making their earnings inflate.” “So he's claiming they're cooking the books. Google first made this change in Q1 of 2021, where they said the servers are now going from 3 to 4 years. Separately in 2021, Google took networking equipment from 3 to 5 years. And then in 2023, they took it from 5 to 6 years.” “And so this is a result of this effort where they went in and did an analysis. So what happened?” “What happened in the data centers is that the data centers transitioned from being primarily data storage and data transfer systems, where you would use hard drives and RAM and memory to store data and then transmit it back out, to being data processing centers because of the AI boom.” “So as AI became more important in the data center, more of the dollars that are going into data centers were allocated towards chips from data storage, which initially was hard drives.” “And then suddenly, when you put these processors in to process the data to do AI, the majority of the spend and the majority of the energy is going towards the processors.” “I made some calls and I checked around with some other friends, and everyone says the same thing: that these 7-8 year old TPUs and GPUs that are sitting in the data centers are still being used and they're being used at 100% utilization.” “So that actually justifies and validates the depreciation schedule being much longer versus shorter.”

The All-In Podcast

304,297 次观看 • 9 个月前

I am the only AI engineer that is using primarily off-line data to train AI. It ain’t easy and maybe that’s why they don’t. But it is vital to preserve the data but the context of humanity in each era. This 1 hour VHS was likely only seen a few times. Now you can see it.

I am the only AI engineer that is using primarily off-line data to train AI. It ain’t easy and maybe that’s why they don’t. But it is vital to preserve the data but the context of humanity in each era. This 1 hour VHS was likely only seen a few times. Now you can see it.

Brian Roemmele

19,364 次观看 • 11 个月前

"Agents can only go so far without the data and apps. And this is where Salesforce wins with AI. The data is more important than ever. Or your agents just can't perform at the level of accuracy We need them to." Marc Benioff

"Agents can only go so far without the data and apps. And this is where Salesforce wins with AI. The data is more important than ever. Or your agents just can't perform at the level of accuracy We need them to." Marc Benioff

Jason ✨👾SaaStr.Ai✨ Lemkin

17,214 次观看 • 1 年前

#WATCH | Delhi: On the #CasteCensus, author and Advaita teacher Acharya Prashant says, "Any action depends on the intention. Caste census means collecting more data, authentic data and data in itself are neither forward nor backwards, good nor bad. It depends on what you want to what you intend to do with the data. If you want to identify the marginalised groups in a better way, so that more accurate and more efficient policy making can happen, then it's a good step, a forward step... On the other hand, if you use this data to cement cost identification further, then obviously it's a step backwards. If you use this data for electoral gains by targeting particular caste groups concentrated in particular electorates or geographies, then obviously it's a backwards thing..."

#WATCH | Delhi: On the #CasteCensus, author and Advaita teacher Acharya Prashant says, "Any action depends on the intention. Caste census means collecting more data, authentic data and data in itself are neither forward nor backwards, good nor bad. It depends on what you want to what you intend to do with the data. If you want to identify the marginalised groups in a better way, so that more accurate and more efficient policy making can happen, then it's a good step, a forward step... On the other hand, if you use this data to cement cost identification further, then obviously it's a step backwards. If you use this data for electoral gains by targeting particular caste groups concentrated in particular electorates or geographies, then obviously it's a backwards thing..."

ANI

82,457 次观看 • 1 年前

Julia Davies, "It might sound like wealthy people pay more in tax, that's because they disproportionately have more of the wealth of the UK" Patriotic Millionaires UK "I'm speaking here as a wealthy person, so I would have to pay the proposed 2% wealth tax that we're talking about" "No matter what the lobby groups who don't want to tax wealth will tell us, it is not going to be a problem for wealthy people to pay that" "Who it is a problem for the moment is working people and small-medium sized businesses" "So while we are delaying implementing more measures to fairly tax wealth, we are increasing the strain on working people and small to medium sized businesses" "We have increased national insurance on working people.. We should have applied national insurance to income on wealth. That would have brought in a lot of money and it wouldn't have put our small businesses under strain" "I represent a group called Patriotic Millionaires, we absolutely don't think wealth is a dirty word, suggesting that asking for fair taxation of wealth is saying wealth is something dirty is nonsensical" "Asking for fair taxation of wealth is not punishing anyone. Asking working people to pay more national insurance and income tax, that is punishing people"

Julia Davies, "It might sound like wealthy people pay more in tax, that's because they disproportionately have more of the wealth of the UK" Patriotic Millionaires UK "I'm speaking here as a wealthy person, so I would have to pay the proposed 2% wealth tax that we're talking about" "No matter what the lobby groups who don't want to tax wealth will tell us, it is not going to be a problem for wealthy people to pay that" "Who it is a problem for the moment is working people and small-medium sized businesses" "So while we are delaying implementing more measures to fairly tax wealth, we are increasing the strain on working people and small to medium sized businesses" "We have increased national insurance on working people.. We should have applied national insurance to income on wealth. That would have brought in a lot of money and it wouldn't have put our small businesses under strain" "I represent a group called Patriotic Millionaires, we absolutely don't think wealth is a dirty word, suggesting that asking for fair taxation of wealth is saying wealth is something dirty is nonsensical" "Asking for fair taxation of wealth is not punishing anyone. Asking working people to pay more national insurance and income tax, that is punishing people"

Farrukh

28,210 次观看 • 1 年前