透過多線段迴歸分析2015Q1-2025Q1美國聯邦公共債務數據，揭示其短期增長的顯著階段性特徵。

疫情前（2015-2017）債務增速平穩，每季約增0.26兆美元；2020年疫情爆發後，多輪財政刺激推動增速翻倍（2020-2023每季增0.50兆），2023年後進一步加速至每季0.60兆。

川普第二任初期（2025Q1）數據完全符合此高增速趨勢，顯示債務增長未隨疫情結束放緩。當前債務已突破37兆美元，年利息支出超1兆美元，財政可持續性面臨嚴峻挑戰。

看更多： https://aitrendsplot.blogspot.com/2025/07/blog-post_15.html

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還不能從數據當中看到關鍵資訊嗎？
超過千人參加過AI數據分析研習
超過百人學習中
最深度的AI數據分析
線上課程正在開課，趕緊報名吧
=====

#DataAnalysis

https://www.europesays.com/2257875/ Why learning data science skills could be your best career upgrade in 2025 #AIIntegration #america #CareerUpgrade2025 #DataAnalysis #DataLiteracy #DataScienceSkills #DataDrivenDecisionMaking #DigitalTransformation #science #technology #UnitedStates #UnitedStatesOfAmerica #UpskillingInDataScience #US #USA

美國向其他國家支付的利息支出金額，短期趨勢顯示從2023年第三季開始到2025年第一季已經增加速度趨緩了。

想知道更深入的分析嗎？
看更多： https://aitrendsplot.blogspot.com/2025/07/10.html

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還不能從數據當中看到關鍵資訊嗎？
超過千人參加過AI數據分析研習
超過百人學習中
最深度的AI數據分析
線上課程正在開課，趕緊報名吧
=====

Free online Workshop: AI-Assisted Data Analysis - Aligning Efficiency with Ethical Responsibility

Friday, 18 July · 15:00–16:30 CEST

Thinking about getting a little help from generative AI in your data analysis?

Hands-on workshop with AI for data inspection, visualisation, and analysis
Focus on responsible use and best practices

Sign up today:
https://events.digital-research.academy/event/102/

教學軟體真正花在軟體操作上的時間其實不很多
多數時間不是在抓數據，就是處理數據，以及產出結果的寫作部分
今天來分享操作軟體的速度吧
真的不到一分半鐘

https://youtu.be/k0T3nXa4Bv4

美國失業率的"暫停鍵"：五個月紋絲不動的數據，藏著什麼秘密？

文章：https://aitrendsplot.blogspot.com/2025/07/blog-post_8.html

https://www.europesays.com/2211049/ Master Microsoft Excel with AI in Hindi: Tech Gurukul’s Certified Workshop #AdvertorialDisclaimer #Automation #Data #DataAnalysis #GeneratingActionableInsights #VMPL

https://www.europesays.com/2188277/ How Microsoft Power BI Elevated My Data Analysis and Visualization Workflow #BusinessAnalytics #Data #DataAnalysis #DataVisualization #PowerBI #PowerQuery

https://www.europesays.com/2186305/ From Site Rescue To Data Analysis — How AAIB Investigates Disasters #AAIB #AAIBInvestigation #AhmedabadCrash #AirIndia #AirIndiaCrash #AirIndiaCrashProbe #AirIndiaPlaneCrash #Data #DataAnalysis #SiteRescue

美國通貨膨脹率(CPI年增率)短期趨勢已經顯示通貨膨脹率正蠢蠢欲動~~~

你說是發生什麼事情呢？

上個月數據產生平均每月下降0.1763%
這個月數據產生平均每月下降0.1475%

你認為這樣的數據分析細節是你用BI或折線圖或其他分析方法能看到的嗎？

=====
還不能從數據當中看到關鍵資訊嗎？
超過千人參加過AI數據分析研習
超過百人學習中
最深度的AI數據分析
線上課程正在開課，趕緊報名吧
=====

Presenting my course Machines of Knowledge, which introduces media studies students to #distantreading at the MA Digital Cultures information market today! Apart from technical skills & a basic understanding of #dataanalysis, the course teaches three different theoretical approaches. Students can apply (data) feminism, postcolonialism or the public spheres theory to Apple podcast reviews and YouTube comments. We emphasize the use of #opensource tools & invite students to experiment with #Python.

Georgia 4-1 Czech Republic – Nations League League B – Football https://www.byteseu.com/1085524/ #CzechRepublic #DataAnalysis #football #FormGuide #Georgia #GeorgiaVsCzechRepublic #GeorgiaCzechRepublic #H2H #HeadToHead #head2head #Last6 #LastSix #MatchHistory #NationsLeagueLeagueB #PreviousMeetings #ProbabilityAnalysis #RepublicOfGeorgia #SportsMole #StatisticalAnalysis

Lust, mit Feinstaubdaten von Fahrrädern zu jonglieren?

Wir suchen Interessierte in #Tübingen für #ProjektSeminar #BachelorArbeit #MasterArbeit, die sich dieser Goldgrube an neuartigen #Feinstaub- und Umweltdaten (aus #Karlsruhe) annehmen.

Infos zum #CitizenScience projekt: https://cyclesense.de/

Michel Weber

"In March, President Trump signed an executive order calling for the federal government to share data across agencies, raising questions over whether he might compile a master list of personal information on Americans that could give him untold surveillance power.

Mr. Trump has not publicly talked about the effort since. But behind the scenes, officials have quietly put technological building blocks into place to enable his plan. In particular, they have turned to one company: Palantir, the data analysis and technology firm.

The Trump administration has expanded Palantir’s work across the federal government in recent months. The company has received more than $113 million in federal government spending since Mr. Trump took office, according to public records, including additional funds from existing contracts as well as new contracts with the Department of Homeland Security and the Pentagon. (This does not include a $795 million contract that the Department of Defense awarded the company last week, which has not been spent.)

Representatives of Palantir are also speaking to at least two other agencies — the Social Security Administration and the Internal Revenue Service — about buying its technology, according to six government officials and Palantir employees with knowledge of the discussions."

https://www.nytimes.com/2025/05/30/technology/trump-palantir-data-americans.html?unlocked_article_code=1.LE8.MAJY.b1Pkdai-orzG&smid=url-share

#Zoomposium with Prof. Dr. #Martin #Bogdan: “When #AI gets bored - ways to (#artificial) #consciousness

Martin Bogdan works at Leipzig University at the Faculty of #Mathematics and #Informatics in the Department of #Neuromorphic #Information #Processing on applied #signalprocessing and #dataanalysis in #medicine and #biology as well as with #embedded #systems for #bioanalog #informationprocessing.

More at: https://youtu.be/izN9ac-9zw8

or: https://philosophies.de/index.php/2025/05/30/wenn-sich-ki-langweilt/

Today in The Medium Newsletter, featured stories include:

• The case for being ordinary, with Charles Black M.D.

• Five years since the killing of #GeorgeFloyd, with @williamspivey

• #Airport #ArtExhibits, with Pablo Pereyra

• Insightful #DataAnalysis, with designer Mehekk Bassi

https://blog.medium.com/ambition-is-the-decision-to-take-yourself-seriously-8fd7df0b0ced