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Miki :rstats:<a href="https://techhub.social/tags/30DayChartChallenge" class="mention hashtag" rel="nofollow noopener" target="_blank">#30DayChartChallenge</a> Día 28: Inclusion! 🤝 O... la falta de ella a nivel territorial en España 🇪🇸. Hoy comparamos la evolución de la tasa de paro trimestral (EPA/INE, 2005-2024) en varias CC.AA. vs la media nacional (rojo). <a href="https://techhub.social/tags/UncertaintiesWeek" class="mention hashtag" rel="nofollow noopener" target="_blank">#UncertaintiesWeek</a> <a href="https://techhub.social/tags/SocialData" class="mention hashtag" rel="nofollow noopener" target="_blank">#SocialData</a>¡El gráfico habla por sí solo! Mirad la enorme brecha que se abre, sobre todo tras 2008, entre regiones como Andalucía y otras como País Vasco o Navarra. Madrid, más cerca de la media. Refleja mercados laborales muy diferentes y retos de cohesión enormes. La "inclusión" territorial en el empleo sigue siendo una asignatura pendiente.Una visualización para reflexionar sobre las desigualdades estructurales.🛠 <a href="https://techhub.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/data_table" class="mention hashtag" rel="nofollow noopener" target="_blank">#data_table</a> | Data: INE (EPA) | Theme: <a href="https://techhub.social/tags/theme_week5_uncertainty" class="mention hashtag" rel="nofollow noopener" target="_blank">#theme_week5_uncertainty</a> 📂 Código/Viz: <a href="https://t.ly/UwPQG" rel="nofollow noopener" translate="no" target="_blank">https://t.ly/UwPQG</a><a href="https://techhub.social/tags/Day28" class="mention hashtag" rel="nofollow noopener" target="_blank">#Day28</a> <a href="https://techhub.social/tags/Inclusion" class="mention hashtag" rel="nofollow noopener" target="_blank">#Inclusion</a> <a href="https://techhub.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://techhub.social/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataVisualization</a> <a href="https://techhub.social/tags/Paro" class="mention hashtag" rel="nofollow noopener" target="_blank">#Paro</a> <a href="https://techhub.social/tags/Unemployment" class="mention hashtag" rel="nofollow noopener" target="_blank">#Unemployment</a> <a href="https://techhub.social/tags/EPA" class="mention hashtag" rel="nofollow noopener" target="_blank">#EPA</a> <a href="https://techhub.social/tags/INE" class="mention hashtag" rel="nofollow noopener" target="_blank">#INE</a> <a href="https://techhub.social/tags/Espa%C3%B1a" class="mention hashtag" rel="nofollow noopener" target="_blank">#España</a> <a href="https://techhub.social/tags/Desigualdad" class="mention hashtag" rel="nofollow noopener" target="_blank">#Desigualdad</a> <a href="https://techhub.social/tags/Territorio" class="mention hashtag" rel="nofollow noopener" target="_blank">#Territorio</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://techhub.social/tags/TimeseriesWeek" class="mention hashtag" rel="nofollow noopener" target="_blank">#TimeseriesWeek</a>

Miki :rstats:<a href="https://techhub.social/tags/30DayChartChallenge" class="mention hashtag" rel="nofollow noopener" target="_blank">#30DayChartChallenge</a> Día 27: ¡Ruido! 📉 Analizando los residuos (el "ruido" inexplicable) del modelo CAPM para Telefónica (TEF.MC) vs IBEX 35. <a href="https://techhub.social/tags/UncertaintiesWeek" class="mention hashtag" rel="nofollow noopener" target="_blank">#UncertaintiesWeek</a> <a href="https://techhub.social/tags/Finance" class="mention hashtag" rel="nofollow noopener" target="_blank">#Finance</a>Este gráfico muestra la serie temporal del error diario del modelo (~18 años). ¿Es solo ruido blanco o algo más? 🤔 Para comprobarlo, ¡test de Dickey-Fuller Aumentado (ADF)!Resultado ADF: p=0.01. ¡Rechazamos la raíz unitaria! 🎉 Esto sugiere que los residuos son estacionarios, fluctúan alrededor de cero como un "ruido" bien comportado (aunque su volatilidad cambia). ¡Buena señal para el modelo! (R²≈0.66).Visualizando el componente idiosincrático y su (falta de) tendencia.🛠 <a href="https://techhub.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/quantmod" class="mention hashtag" rel="nofollow noopener" target="_blank">#quantmod</a> <a href="https://techhub.social/tags/tseries" class="mention hashtag" rel="nofollow noopener" target="_blank">#tseries</a> | Data: Yahoo/Investing | Theme: <a href="https://techhub.social/tags/theme_week5_uncertainty" class="mention hashtag" rel="nofollow noopener" target="_blank">#theme_week5_uncertainty</a> 📂 Código/Viz: <a href="https://t.ly/nr0nm" rel="nofollow noopener" translate="no" target="_blank">https://t.ly/nr0nm</a><a href="https://techhub.social/tags/Day27" class="mention hashtag" rel="nofollow noopener" target="_blank">#Day27</a> <a href="https://techhub.social/tags/Noise" class="mention hashtag" rel="nofollow noopener" target="_blank">#Noise</a> <a href="https://techhub.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://techhub.social/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataVisualization</a> <a href="https://techhub.social/tags/CAPM" class="mention hashtag" rel="nofollow noopener" target="_blank">#CAPM</a> <a href="https://techhub.social/tags/Residuals" class="mention hashtag" rel="nofollow noopener" target="_blank">#Residuals</a> <a href="https://techhub.social/tags/Stationarity" class="mention hashtag" rel="nofollow noopener" target="_blank">#Stationarity</a> <a href="https://techhub.social/tags/ADFtest" class="mention hashtag" rel="nofollow noopener" target="_blank">#ADFtest</a> <a href="https://techhub.social/tags/Econometrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Econometrics</a> <a href="https://techhub.social/tags/RiskManagement" class="mention hashtag" rel="nofollow noopener" target="_blank">#RiskManagement</a> <a href="https://techhub.social/tags/TEF" class="mention hashtag" rel="nofollow noopener" target="_blank">#TEF</a> <a href="https://techhub.social/tags/IBEX35" class="mention hashtag" rel="nofollow noopener" target="_blank">#IBEX35</a> <a href="https://techhub.social/tags/Bolsa" class="mention hashtag" rel="nofollow noopener" target="_blank">#Bolsa</a> <a href="https://techhub.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/TimeseriesWeek" class="mention hashtag" rel="nofollow noopener" target="_blank">#TimeseriesWeek</a>

Miki :rstats:<a href="https://techhub.social/tags/30DayChartChallenge" class="mention hashtag" rel="nofollow noopener" target="_blank">#30DayChartChallenge</a> Día 24: ¡Usando datos de la @WHO! 🌐 Hoy comparamos la cobertura de vacunación DTP3 (% niños 1 año) entre países agrupados por nivel de ingresos (Banco Mundial, 2000-2022). <a href="https://techhub.social/tags/TimeseriesWeek" class="mention hashtag" rel="nofollow noopener" target="_blank">#TimeseriesWeek</a> <a href="https://techhub.social/tags/SocialData" class="mention hashtag" rel="nofollow noopener" target="_blank">#SocialData</a> <a href="https://techhub.social/tags/GlobalHealth" class="mention hashtag" rel="nofollow noopener" target="_blank">#GlobalHealth</a>El gráfico muestra: ✅ ¡Gran mejora en todos los grupos hasta ~2019! ⚠️ ¡Pero una brecha enorme persiste! Los países de ingresos altos (amarillo 🟡) cerca del objetivo 95% (línea rosa). 📉 Los países de ingresos bajos (azul índigo 🔵), aunque mejoraron mucho desde el 2000, se quedaron sobre el 70% y sufrieron un retroceso post-pandemia.Un reflejo claro de la <a href="https://techhub.social/tags/EquidadEnSalud" class="mention hashtag" rel="nofollow noopener" target="_blank">#EquidadEnSalud</a> (o la falta de ella) a nivel global. ¡El acceso a vacunas básicas no es igual para todos!🛠 <a href="https://techhub.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/data_table" class="mention hashtag" rel="nofollow noopener" target="_blank">#data_table</a> | Data: WHO GHO | Theme: <a href="https://techhub.social/tags/theme_week4_social" class="mention hashtag" rel="nofollow noopener" target="_blank">#theme_week4_social</a> 📂 Código/Viz: <a href="https://t.ly/fRi1m" rel="nofollow noopener" translate="no" target="_blank">https://t.ly/fRi1m</a><a href="https://techhub.social/tags/Day24" class="mention hashtag" rel="nofollow noopener" target="_blank">#Day24</a> <a href="https://techhub.social/tags/WHO" class="mention hashtag" rel="nofollow noopener" target="_blank">#WHO</a> <a href="https://techhub.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://techhub.social/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataVisualization</a> <a href="https://techhub.social/tags/Vaccination" class="mention hashtag" rel="nofollow noopener" target="_blank">#Vaccination</a> <a href="https://techhub.social/tags/Immunization" class="mention hashtag" rel="nofollow noopener" target="_blank">#Immunization</a> <a href="https://techhub.social/tags/HealthEquity" class="mention hashtag" rel="nofollow noopener" target="_blank">#HealthEquity</a> <a href="https://techhub.social/tags/PublicHealth" class="mention hashtag" rel="nofollow noopener" target="_blank">#PublicHealth</a> <a href="https://techhub.social/tags/SDGs" class="mention hashtag" rel="nofollow noopener" target="_blank">#SDGs</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://techhub.social/tags/DataForGood" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataForGood</a>

Miki :rstats:<a href="https://techhub.social/tags/30DayChartChallenge" class="mention hashtag" rel="nofollow noopener" target="_blank">#30DayChartChallenge</a> Día 23: ¡El poder de la Escala Logarítmica! 🪵📐 Hoy vemos el PIB per cápita de España 🇪🇸 (1990-2023, PPA $const) de otra manera. <a href="https://techhub.social/tags/TimeseriesWeek" class="mention hashtag" rel="nofollow noopener" target="_blank">#TimeseriesWeek</a> <a href="https://techhub.social/tags/SocialData" class="mention hashtag" rel="nofollow noopener" target="_blank">#SocialData</a>¿La clave? scale_y_log10(). En esta escala, la *pendiente* de la línea azul representa la tasa de crecimiento porcentual. ¡Ideal para comparar el ritmo económico a lo largo del tiempo!Se ven clarísimas las diferentes fases: * Crecimiento fuerte pre-2008. * El largo estancamiento post-Gran Recesión (zona rosa 08-13). * El bache del COVID (zona rosa 20-21). * La crisis de los 90 (zona rosa 92-94).Una herramienta básica pero potente del análisis de series temporales económicas.🛠 <a href="https://techhub.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/WDI" class="mention hashtag" rel="nofollow noopener" target="_blank">#WDI</a> | Data: World Bank | Theme: <a href="https://techhub.social/tags/theme_week4_social" class="mention hashtag" rel="nofollow noopener" target="_blank">#theme_week4_social</a> 📂 Código/Viz: <a href="https://t.ly/e3_cv" rel="nofollow noopener" translate="no" target="_blank">https://t.ly/e3_cv</a><a href="https://techhub.social/tags/Day23" class="mention hashtag" rel="nofollow noopener" target="_blank">#Day23</a> <a href="https://techhub.social/tags/LogScale" class="mention hashtag" rel="nofollow noopener" target="_blank">#LogScale</a> <a href="https://techhub.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://techhub.social/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataVisualization</a> <a href="https://techhub.social/tags/EconomicGrowth" class="mention hashtag" rel="nofollow noopener" target="_blank">#EconomicGrowth</a> <a href="https://techhub.social/tags/GDP" class="mention hashtag" rel="nofollow noopener" target="_blank">#GDP</a> <a href="https://techhub.social/tags/PIB" class="mention hashtag" rel="nofollow noopener" target="_blank">#PIB</a> <a href="https://techhub.social/tags/Espa%C3%B1a" class="mention hashtag" rel="nofollow noopener" target="_blank">#España</a> <a href="https://techhub.social/tags/Economia" class="mention hashtag" rel="nofollow noopener" target="_blank">#Economia</a> <a href="https://techhub.social/tags/Macroeconomia" class="mention hashtag" rel="nofollow noopener" target="_blank">#Macroeconomia</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://techhub.social/tags/WorldBank" class="mention hashtag" rel="nofollow noopener" target="_blank">#WorldBank</a>

Miki :rstats:<a href="https://techhub.social/tags/30DayChartChallenge" class="mention hashtag" rel="nofollow noopener" target="_blank">#30DayChartChallenge</a> Día 22: Stars! ✨ Planetas, planetas por todas partes! 🪐 Gráfico del nº acumulado de exoplanetas confirmados (NASA Exoplanet Archive). <a href="https://techhub.social/tags/TimeseriesWeek" class="mention hashtag" rel="nofollow noopener" target="_blank">#TimeseriesWeek</a> <a href="https://techhub.social/tags/Astronomy" class="mention hashtag" rel="nofollow noopener" target="_blank">#Astronomy</a>La curva muestra la explosión de descubrimientos desde los 90, ¡especialmente con Kepler & TESS! Ya superamos los miles de mundos conocidos. 🤯*(Aclaración: El último punto de 2025 es el acumulado hasta hoy, 22 de Abril, no el año completo).*Impresionante cómo avanza la ciencia que estudia los planetas de otras estrellas.🛠️ <a href="https://techhub.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> | Data: NASA Exoplanet Archive | Theme: <a href="https://techhub.social/tags/theme_week4_social" class="mention hashtag" rel="nofollow noopener" target="_blank">#theme_week4_social</a> 📂 Código: <a href="https://t.ly/bCzwJ" rel="nofollow noopener" translate="no" target="_blank">https://t.ly/bCzwJ</a><a href="https://techhub.social/tags/Day22" class="mention hashtag" rel="nofollow noopener" target="_blank">#Day22</a> <a href="https://techhub.social/tags/Stars" class="mention hashtag" rel="nofollow noopener" target="_blank">#Stars</a> <a href="https://techhub.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://techhub.social/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataVisualization</a> <a href="https://techhub.social/tags/Exoplanets" class="mention hashtag" rel="nofollow noopener" target="_blank">#Exoplanets</a> <a href="https://techhub.social/tags/Space" class="mention hashtag" rel="nofollow noopener" target="_blank">#Space</a> <a href="https://techhub.social/tags/NASA" class="mention hashtag" rel="nofollow noopener" target="_blank">#NASA</a> <a href="https://techhub.social/tags/Astronomy" class="mention hashtag" rel="nofollow noopener" target="_blank">#Astronomy</a> <a href="https://techhub.social/tags/Astrophysics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Astrophysics</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://techhub.social/tags/Science" class="mention hashtag" rel="nofollow noopener" target="_blank">#Science</a>

Miki :rstats:<a href="https://techhub.social/tags/30DayChartChallenge" class="mention hashtag" rel="nofollow noopener" target="_blank">#30DayChartChallenge</a> Día 21: Fossils! 🦖➡️☀️💨 Evolución del mix eléctrico peninsular en España (2015-2025). <a href="https://techhub.social/tags/TimeseriesWeek" class="mention hashtag" rel="nofollow noopener" target="_blank">#TimeseriesWeek</a> <a href="https://techhub.social/tags/SocialData" class="mention hashtag" rel="nofollow noopener" target="_blank">#SocialData</a>Gráfico de áreas apiladas con la proporción (%) de cada fuente (Fósiles/Térmica No Ren., Nuclear, Hidro, Eólica, Solar, Otras Renov.), usando datos diarios de @REDElectrica **suavizados con media móvil de 30 días** (`frollmean`).¡La <a href="https://techhub.social/tags/TransicionEnergetica" class="mention hashtag" rel="nofollow noopener" target="_blank">#TransicionEnergetica</a> en tendencia! ⚫ Fósiles: Pierden peso relativo. ☢️ Nuclear: Base estable. 💧 Hidro: Variable pero importante. 💨 Eólica: Crecimiento sólido. ☀️ Solar: ¡El boom!La media móvil ayuda a ver la señal principal sobre el ruido diario.🛠️ <a href="https://techhub.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/data_table" class="mention hashtag" rel="nofollow noopener" target="_blank">#data_table</a> <a href="https://techhub.social/tags/qs" class="mention hashtag" rel="nofollow noopener" target="_blank">#qs</a> | Data: REE | Theme: <a href="https://techhub.social/tags/theme_week4_social" class="mention hashtag" rel="nofollow noopener" target="_blank">#theme_week4_social</a> 📂 Código/Viz: <a href="https://t.ly/v3lz_" rel="nofollow noopener" translate="no" target="_blank">https://t.ly/v3lz_</a><a href="https://techhub.social/tags/Day21" class="mention hashtag" rel="nofollow noopener" target="_blank">#Day21</a> <a href="https://techhub.social/tags/Fossils" class="mention hashtag" rel="nofollow noopener" target="_blank">#Fossils</a> <a href="https://techhub.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://techhub.social/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataVisualization</a> <a href="https://techhub.social/tags/EnergyTransition" class="mention hashtag" rel="nofollow noopener" target="_blank">#EnergyTransition</a> <a href="https://techhub.social/tags/RenewableEnergy" class="mention hashtag" rel="nofollow noopener" target="_blank">#RenewableEnergy</a> <a href="https://techhub.social/tags/EnergiasRenovables" class="mention hashtag" rel="nofollow noopener" target="_blank">#EnergiasRenovables</a> <a href="https://techhub.social/tags/Espa%C3%B1a" class="mention hashtag" rel="nofollow noopener" target="_blank">#España</a> <a href="https://techhub.social/tags/REE" class="mention hashtag" rel="nofollow noopener" target="_blank">#REE</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://techhub.social/tags/ClimateAction" class="mention hashtag" rel="nofollow noopener" target="_blank">#ClimateAction</a> <a href="https://techhub.social/tags/MovingAverage" class="mention hashtag" rel="nofollow noopener" target="_blank">#MovingAverage</a>

Miki :rstats:<a href="https://techhub.social/tags/30DayChartChallenge" class="mention hashtag" rel="nofollow noopener" target="_blank">#30DayChartChallenge</a> Día 20: Urbanización 🏙➡️🏘 ¿Cómo ha cambiado la distribución de la población española por tamaño de municipio entre 2003 y 2022? <a href="https://techhub.social/tags/TimeseriesWeek" class="mention hashtag" rel="nofollow noopener" target="_blank">#TimeseriesWeek</a> <a href="https://techhub.social/tags/SocialData" class="mention hashtag" rel="nofollow noopener" target="_blank">#SocialData</a>Este gráfico de áreas apiladas (geom_area) lo visualiza usando datos del Padrón del INE. Cada color representa un tramo de tamaño municipal.Observaciones clave: * La España rural (<5k hab.) pierde peso porcentual (~14% -> 12%). * Los municipios medianos (especialmente 20k-50k y 50k-100k) ganan algo de proporción. * Las grandes ciudades (>100k) mantienen su cuota bastante estable (~40%).Parece que en estas dos décadas, más que un éxodo masivo a las grandes urbes, ha habido una consolidación en ciudades intermedias. ¿Reflejo de la "España Vaciada" y crecimiento periurbano?🛠 <a href="https://techhub.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/data_table" class="mention hashtag" rel="nofollow noopener" target="_blank">#data_table</a> | Data: INE | Theme: <a href="https://techhub.social/tags/theme_week4_social" class="mention hashtag" rel="nofollow noopener" target="_blank">#theme_week4_social</a> 📂 Código/Viz: <a href="https://t.ly/AN1-q" rel="nofollow noopener" translate="no" target="_blank">https://t.ly/AN1-q</a><a href="https://techhub.social/tags/Day20" class="mention hashtag" rel="nofollow noopener" target="_blank">#Day20</a> <a href="https://techhub.social/tags/Urbanization" class="mention hashtag" rel="nofollow noopener" target="_blank">#Urbanization</a> <a href="https://techhub.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://techhub.social/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataVisualization</a> <a href="https://techhub.social/tags/Demografia" class="mention hashtag" rel="nofollow noopener" target="_blank">#Demografia</a> <a href="https://techhub.social/tags/Espa%C3%B1a" class="mention hashtag" rel="nofollow noopener" target="_blank">#España</a> <a href="https://techhub.social/tags/INE" class="mention hashtag" rel="nofollow noopener" target="_blank">#INE</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://techhub.social/tags/Poblacion" class="mention hashtag" rel="nofollow noopener" target="_blank">#Poblacion</a>

Miki :rstats:<a href="https://techhub.social/tags/30DayChartChallenge" class="mention hashtag" rel="nofollow noopener" target="_blank">#30DayChartChallenge</a> Día 19: Smooth! 〰️🇵🇱 Hoy aplicamos suavizado (geom_smooth) a las encuestas presidenciales de Polonia (Ene-Abr 2025) para ver las tendencias más allá del ruido. <a href="https://techhub.social/tags/TimeseriesWeek" class="mention hashtag" rel="nofollow noopener" target="_blank">#TimeseriesWeek</a> <a href="https://techhub.social/tags/SocialData" class="mention hashtag" rel="nofollow noopener" target="_blank">#SocialData</a>El gráfico muestra la evolución estimada para los 6 candidatos principales (según apoyo medio). Los puntos tenues son las encuestas individuales. La leyenda incluye orientación política para contexto.Observaciones rápidas: * Trzaskowski (PO, centro) lidera ~34%. * Nawrocki (PiS, ext-der) y Mentzen (Konf, ext-der) compiten por el 2º/3º puesto (~16-23%). * ¡Bastante estabilidad en estos primeros meses!Una forma útil de seguir la "foto" general de la carrera electoral.🛠 <a href="https://techhub.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/data_table" class="mention hashtag" rel="nofollow noopener" target="_blank">#data_table</a> | Data: CSV propio | Theme: <a href="https://techhub.social/tags/theme_week4_social" class="mention hashtag" rel="nofollow noopener" target="_blank">#theme_week4_social</a> 📂 Código/Viz: <a href="https://t.ly/FxTJa" rel="nofollow noopener" translate="no" target="_blank">https://t.ly/FxTJa</a><a href="https://techhub.social/tags/Day19" class="mention hashtag" rel="nofollow noopener" target="_blank">#Day19</a> <a href="https://techhub.social/tags/Smooth" class="mention hashtag" rel="nofollow noopener" target="_blank">#Smooth</a> <a href="https://techhub.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://techhub.social/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataVisualization</a> <a href="https://techhub.social/tags/Poland" class="mention hashtag" rel="nofollow noopener" target="_blank">#Poland</a> <a href="https://techhub.social/tags/Wybory" class="mention hashtag" rel="nofollow noopener" target="_blank">#Wybory</a> <a href="https://techhub.social/tags/Elections" class="mention hashtag" rel="nofollow noopener" target="_blank">#Elections</a> <a href="https://techhub.social/tags/Polling" class="mention hashtag" rel="nofollow noopener" target="_blank">#Polling</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://techhub.social/tags/PoliticalScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#PoliticalScience</a>

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