#Usafacts Data Analysis

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#Usafacts Data Analysis Reel by @usafacts (verified account) - What are some issues you care about and want more data on? πŸ‘€πŸ“ˆ Share them below πŸ‘‡ 

#usafacts #reels #data
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@usafacts
What are some issues you care about and want more data on? πŸ‘€πŸ“ˆ Share them below πŸ‘‡ #usafacts #reels #data
#Usafacts Data Analysis Reel by @1440daily (verified account) - From tax reform to shifts in healthcare, immigration, and SNAP, the "One Big Beautiful Bill" will likely affect you. Here's what we know about the leg
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@1440daily
From tax reform to shifts in healthcare, immigration, and SNAP, the "One Big Beautiful Bill" will likely affect you. Here's what we know about the legislation. ⁠ ⁠ Data provided by @USAFacts with analysis by 1440.
#Usafacts Data Analysis Reel by @axirohq - "you are now less valuable than the data you produce"!!
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@axirohq
β€œyou are now less valuable than the data you produce”!!
#Usafacts Data Analysis Reel by @tizzyent (verified account) - Nonpartisan & not for profit @usafacts provides facts without the spin #justthefacts
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@tizzyent
Nonpartisan & not for profit @usafacts provides facts without the spin #justthefacts
#Usafacts Data Analysis Reel by @jackitup_careers - The U.S. may be one country, but when it comes to who funds the federal government and who benefits the most, the picture looks very different from st
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@jackitup_careers
The U.S. may be one country, but when it comes to who funds the federal government and who benefits the most, the picture looks very different from state to state. πŸ›οΈπŸ’Έ πŸ” Methodology: Data comes from USAFacts’ 2024 federal finance dataset. We used two numbers for every state: Federal revenue per capita β€” how much money the federal government collects from residents in that state. Federal obligations per capita β€” how much federal money flows to that state in the form of benefits, grants, programs, contracts, and services. To find who gives vs. who gets, we calculated: Obligations per capita βˆ’ Revenue per capita A positive number means the state receives more than it pays (recipient). A negative number means it pays more than it gets back (donor). According to USAFacts, 19 states gave more to the federal government than they received in FY 2024, while the other states received more than they contributed. πŸ’° πŸ’š Top Recipient States (get more than they send): πŸ₯‡ Alaska – +$14,990 per resident Massive federal presence, high-cost geography, and large public-sector support. πŸ₯ˆ New Mexico – +$13,838 High federal spending on research labs, military sites, and social programs. πŸ₯‰ West Virginia – +$11,469 Lower average incomes + high federal program participation. πŸ”₯ Mississippi – +$10,342 One of the largest federal benefit gaps per person. πŸ›οΈ Virginia – +$9,035 Defense spending and federal contracting concentrated around D.C. 🚨 Top Donor States (send more than they get back): πŸ₯‡ Delaware – –$10,505 per resident High incomes, strong corporate tax base, limited federal spending. πŸ₯ˆ Minnesota – –$7,605 High revenue per capita, lower share of federal programs. πŸ₯‰ New Jersey – –$7,456 Wealthy population + major federal tax contributions. πŸ™οΈ Washington – –$6,948 Pays a lot because of high incomes but gets less federal funding back. πŸŽ“ Massachusetts – –$6,570 Wealthy residents pay more taxes, and the state receives fewer federal programs per person. πŸ’­ Does this match what you see around you β€” more funding or more taxes? Tell us below! πŸ‘‰ Like, share, and follow for more career tips and job insights! #texas #california #newyork #hawaii #usa #usalife
#Usafacts Data Analysis Reel by @solarspheres09 - USA or Denmark

#Shorts, #StarWars, #MovieExplained, #YodaTraining, #EmpireStrikesBack, DeletedScenes, FilmAnalysis
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@solarspheres09
USA or Denmark #Shorts, #StarWars, #MovieExplained, #YodaTraining, #EmpireStrikesBack, DeletedScenes, FilmAnalysis
#Usafacts Data Analysis Reel by @restpoliticsus - πŸ—£οΈ"The worst April [in the stock market] since 1932". #stockmarket #usa #politics #finance
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@restpoliticsus
πŸ—£οΈ"The worst April [in the stock market] since 1932". #stockmarket #usa #politics #finance
#Usafacts Data Analysis Reel by @culturalperspectivenews - Foreign direct investment is flooding into China and draining from America in 2025. Here are the numbers.
New factory construction: up 8-12% in China,
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@culturalperspectivenews
Foreign direct investment is flooding into China and draining from America in 2025. Here are the numbers. New factory construction: up 8-12% in China, down 4-8% in the US. Jobs from foreign investment: China gaining, US down 6-11%. Total FDI: up 2-6% in China, down 8-15% in the US. Investors want stability and predictability. Right now, that's not America. Trump's trade war was supposed to punish China. The data says it's doing the opposite. Where do you think this leads in 2026? #CulturalPerspective #TrumpTradeWar #ForeignDirectInvestment #ChinaVsUSA #Geopolitics
#Usafacts Data Analysis Reel by @softwarewithnick (verified account) - Get free access to USA data 😎

This website allows you to access TONS of free publicly available data. The main issue when it comes to most projects
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@softwarewithnick
Get free access to USA data 😎 This website allows you to access TONS of free publicly available data. The main issue when it comes to most projects is the data source. Where are you going to get data for your project, and is it reliable? A government run data source like this is the perfect spot! Obtaining data for a project can often be a large hurdle. Using websites like this, you can skip most of your difficult hunting process! Follow for more free coding resources βœ… #code #coding #data #learntocode #tech
#Usafacts Data Analysis Reel by @adamconover (verified account) - Reliable sources like @USAFacts can help us destigmatize the shame around mental illness. Check out USA Facts for getting trustworthy data.
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@adamconover
Reliable sources like @USAFacts can help us destigmatize the shame around mental illness. Check out USA Facts for getting trustworthy data.
#Usafacts Data Analysis Reel by @statcsmemes - staying true to my username 
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Statistics is the foundation of data analysis and inference across many disciplines. In hypothesis testing, statist
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@statcsmemes
staying true to my username . . . Statistics is the foundation of data analysis and inference across many disciplines. In hypothesis testing, statistics provides the rigorous framework for using sample data to make objective decisions about a population. This involves formulating a null hypothesis (H_0) and an alternative hypothesis (H_a), calculating a test statistic (like t-score or Z-score), and determining a p-value to assess the statistical significance of the evidence against H_0. In Machine Learning (ML), statistics is essential for tasks like Exploratory Data Analysis (understanding data distribution and variability), feature selection, and especially model evaluation (using metrics, confidence intervals, and hypothesis tests to compare models and validate predictions). For Time Series Analysis, statistical methods like ARIMA (Autoregressive Integrated Moving Average), moving averages, and autocorrelation are used to decompose data into components like trend, seasonality, and residual, enabling the identification of underlying patterns and robust forecasting of future values. Beyond these, statistics plays a crucial role in areas like experimental design, quality control, and risk assessment by quantifying uncertainty and providing reliable, data-driven conclusions. This is not my content. All credits to the owner. Dm for credit / removal . #math #statistics #computerscience #stats #cs #mathmemes #mathedits #statsandcs

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