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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: aitrendsplot.blogspot.com/2025

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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
=====

智繪趨勢:AI解碼財經脈動美國聯邦公共債務的「加速度」 美國聯邦公共債務的「加速度」:從疫情到川普第二任的短期趨勢解析 美國聯邦公共債務的「加速度」 從疫情到川普第二任的短期趨勢解析 ...

New open-source tool makes complex data understandable

Y'all heard about this?

New dopamine source potentially unlocked.

Create interactive HTML-based reports fed by CSVs, TSVs, or JSON data with the format described using YAML instead of using an exported CSV to Alteryx to MS SQL to Power BI pipeline? Yes, please.

We thought moving to using Python and APIs to skip the "CSV to Alteryx" step was increasing efficiency (and decreasing software license costs). I think this would be even better. Too bad we would have to learn a new tool and don't have time.

Tech Xplore · New open-source tool makes complex data understandableBy Ulrike Bohnsack

Datavzrd is a new tool for interactive visualization of tabular data that takes output specifications in YAML format and produces portable output that does not require a server process.

Summary: techxplore.com/news/2025-07-so

Original paper: journals.plos.org/plosone/arti

Tech Xplore · New open-source tool makes complex data understandableBy Ulrike Bohnsack

Why learning data science skills could be your best career upgrade in 2025

In today’s interconnected world, every click, call, and transaction generates reams of data. The ability to interpret these…
#UnitedStates #US #USA #AIintegration #america #careerupgrade2025 #dataanalysis #dataliteracy #DataScienceSkills #Data-DrivenDecision-Making #digitaltransformation #science #technology #unitedstatesofamerica #upskillingindatascience
europesays.com/2257875/

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: aitrendsplot.blogspot.com/2025

=====
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
=====

In Conversation with…. Reviewing user data and system settings using AI
In this article, we look at the abilities of the LLMs to review data charts in image form from Nightscout and see what they suggest in terms of changing treatments, and how the contextualise those changes.

As a key way that users are
diabettech.com/ai/in-conversat
#AI #AI #charts #DataAnalysis #LargeLanguageModels #LLMs #Nightscout

KNIME: mächtig, flexibel, Open Source – ideal für Datenanalyse & -prozesse. Nidataanalysisll wie Tableau, aber nerdfreundlich. Doch: Macht solche Tools bald überflüssig? Wer nutzt KNIME und teilt Erfahrungen?