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#dataanalysis

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Miki :rstats:

#30DayChartChallenge Día 12: Gov Data Day! 🏛️ Explorando la distribución del spread 10Y-2Y del Tesoro USA (datos de FRED desde 1976).

Este histograma/densidad va más allá del valor diario: muestra la *probabilidad* histórica de cada nivel del spread. ¡Clave para entender expectativas económicas!

Puntos clave:
* Modo principal > 0 (curva normal es lo más común).
* ¡La inversión (<0, línea discontinua) tiene una probabilidad no trivial! ⚠️ Es la famosa señal pre-recesión. La distribución nos dice cuán "normal" es esa señal en perspectiva histórica.
* La forma general revela info sobre la dinámica de tipos.

Una visualización sobre la estructura probabilística de un indicador líder fundamental.

🛠️ #rstats #ggplot2 #quantmod #grid
📂 Código/Repo: t.ly/0RDmK

Histograma superpuesto con una curva de densidad mostrando la distribución del diferencial diario entre los tipos de interés del Tesoro de EE.UU. a 10 años y 2 años, desde 1976 hasta 2025. El eje X muestra el diferencial en puntos porcentuales, el eje Y muestra la densidad. Las barras del histograma tienen un relleno con degradado vertical azul verdoso. La curva de densidad es de color rosa. Una línea vertical discontinua en x=0 indica la inversión de la curva de tipos, con una etiqueta de texto vertical asociada. El pico principal de la distribución se sitúa alrededor de +1%, con una cola izquierda que se extiende por debajo de cero. Fuente: FRED/U.S. Treasury.
#Day12#Distributions#datagov
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PlanetLifeHacks

Why Social Media Analytics is Your Secret Weapon for Success

Social media analytics isn’t a buzzword; it’s the backbone of modern digital strategy. We’ll explore how social media analytics drives growth and equip you with tools and strategies to replicate his success

planetlifehacks.com/why-social

Why Social Media Analytics is Your Secret Weapon for Success
#SocialMediaAnalytics#SocialMediaStrategy#MarketingAnalytics
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Data Quine

Digital Care, code and text: Accelerating understanding of care data, March 28, 2025 by Stewart Hamilton | Category Data Science and Innovation Accelerator, Digital Scotland

Guest blog post by Sam Henderson-Palmer, Information Analyst, Care Inspectorate

blogs.gov.scot/digital/2025/03

Digital · Care, code and text: Accelerating understanding of care dataUpdates from the Scottish Government's Digital Directorate
#SocialCare#Scotland#DataAnalysis
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Calishat

#research #science #BigData #DataAnalysis #datasets

'Two hundred forty-six researchers in the fields of ecology and evolutionary biology — including two from Clemson University — worked in 174 teams to answer two different research questions based on the same unpublished data sets.

They came up with a strikingly variable range of answers, including some that were direct opposites of each other.'

news.clemson.edu/study-researc

Clemson News · Study: Researchers’ choices could result in different conclusions from the same dataThere is growing recognition among scientists that the many choices researchers must make — such as which statistical methods to apply — can lead to divergent conclusions even when the different options are all reasonable.  The leaders of the study say the results ring true to a growing recognition among scientists that the many choices researchers must make — such as which statistical methods to apply — can lead to divergent conclusions even when the different options are all reasonable. 
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