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Statistics Globe<p>Basic boxplots are often not the best way to visualize your data! They can hide important information, such as the distribution of individual data points or group-specific differences.</p><p>The attached visual showcases several ways to enhance boxplots.</p><p>All of these examples were created using ggplot2 and extensions in R.</p><p>Click this link for detailed information: <a href="https://statisticsglobe.com/online-course-data-visualization-ggplot2-r" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/online-cou</span><span class="invisible">rse-data-visualization-ggplot2-r</span></a></p><p><a href="https://mastodon.social/tags/statisticsclass" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statisticsclass</span></a> <a href="https://mastodon.social/tags/datavisualization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datavisualization</span></a> <a href="https://mastodon.social/tags/advancedanalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>advancedanalytics</span></a> <a href="https://mastodon.social/tags/rprogramminglanguage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rprogramminglanguage</span></a> <a href="https://mastodon.social/tags/visualanalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>visualanalytics</span></a> <a href="https://mastodon.social/tags/package" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>package</span></a></p>
Statistics Globe<p>Multivariate interpolation estimates unknown values based on multiple variables, making it useful in physics, finance, and machine learning. It allows for smoother approximations and more accurate predictions in multidimensional spaces.</p><p>Visualization: <a href="https://en.wikipedia.org/wiki/Multivariate_interpolation#/media/File:Comparison_of_1D_and_2D_interpolation.svg" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">en.wikipedia.org/wiki/Multivar</span><span class="invisible">iate_interpolation#/media/File:Comparison_of_1D_and_2D_interpolation.svg</span></a></p><p>Want to expand your knowledge of Statistics, Data Science, R, and Python? Subscribe to my newsletter for more insights! Link: <a href="http://eepurl.com/gH6myT" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">http://</span><span class="">eepurl.com/gH6myT</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/package" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>package</span></a> <a href="https://mastodon.social/tags/advancedanalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>advancedanalytics</span></a> <a href="https://mastodon.social/tags/database" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>database</span></a></p>
Statistics Globe<p>Combining Principal Component Analysis (PCA) with k-means Clustering in R can significantly enhance your data analysis by reducing dimensionality and improving clustering performance.</p><p>Check out my article created with Cansu Kebabci: <a href="https://statisticsglobe.com/pca-before-k-means-clustering-r" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/pca-before</span><span class="invisible">-k-means-clustering-r</span></a></p><p>I've also created a video: <a href="https://www.youtube.com/watch?v=nzhSjOKSGC8" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">youtube.com/watch?v=nzhSjOKSGC8</span><span class="invisible"></span></a></p><p>Furthermore, I offer an extensive online course on PCA: <a href="https://statisticsglobe.com/online-course-pca-theory-application-r" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/online-cou</span><span class="invisible">rse-pca-theory-application-r</span></a></p><p><a href="https://mastodon.social/tags/datasciencetraining" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datasciencetraining</span></a> <a href="https://mastodon.social/tags/bigdata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bigdata</span></a> <a href="https://mastodon.social/tags/advancedanalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>advancedanalytics</span></a> <a href="https://mastodon.social/tags/datasciencecourse" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datasciencecourse</span></a></p>
Statistics Globe<p>Principal Component Analysis (PCA) before Linear Regression can greatly enhance your data analysis process.</p><p>By incorporating PCA before performing linear regression, you can streamline your analysis pipeline and build more robust models that capture the essential relationships within your data.</p><p>I've developed an in-depth course on PCA theory and its application in R programming. </p><p>Further details: <a href="https://statisticsglobe.com/online-course-pca-theory-application-r" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/online-cou</span><span class="invisible">rse-pca-theory-application-r</span></a></p><p><a href="https://mastodon.social/tags/pythontraining" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>pythontraining</span></a> <a href="https://mastodon.social/tags/datascientists" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datascientists</span></a> <a href="https://mastodon.social/tags/data" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>data</span></a> <a href="https://mastodon.social/tags/bigdata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bigdata</span></a> <a href="https://mastodon.social/tags/advancedanalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>advancedanalytics</span></a></p>
Rhodium Robots<p>Advancing Business with Advanced Analytics<br>Our robots go beyond automation to offer advanced analytics for deeper insights. By capturing key data, they enable businesses to make smarter decisions, streamline processes, and drive continuous improvement. Experience the impact of data-driven transformation!</p><p><a href="https://mastodon.social/tags/AdvancedAnalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AdvancedAnalytics</span></a> <a href="https://mastodon.social/tags/DataInsights" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataInsights</span></a> <a href="https://mastodon.social/tags/BusinessIntelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BusinessIntelligence</span></a> <a href="https://mastodon.social/tags/Automation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Automation</span></a> <a href="https://mastodon.social/tags/BusinessImprovement" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BusinessImprovement</span></a></p>
Statistics Globe<p>Did you know that the top 10 economies in the world together account for over two-thirds of the global GDP? 🌍 These countries play a pivotal role in shaping the global economic landscape.</p><p>I have created an extensive article on this topic for those who want to dive deeper into the GDP comparison among the top 10 economies. More information: <a href="https://statisticsglobe.com/gdp-worldwide-comparison" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/gdp-worldw</span><span class="invisible">ide-comparison</span></a></p><p><a href="https://mastodon.social/tags/advancedanalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>advancedanalytics</span></a> <a href="https://mastodon.social/tags/rprogramminglanguage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rprogramminglanguage</span></a> <a href="https://mastodon.social/tags/analysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>analysis</span></a></p>
Statistics Globe<p>Hey, I've created a new website called Data Hacks containing 1000 quick R &amp; Python tutorials. Solutions are shown without unnecessary talk, so you may use it to quickly find code snippets for specific problems: <a href="https://data-hacks.com/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">data-hacks.com/</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/coding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>coding</span></a> <a href="https://mastodon.social/tags/rstudio" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstudio</span></a> <a href="https://mastodon.social/tags/advancedanalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>advancedanalytics</span></a></p>
Statistics Globe<p>Hey, I've created a tutorial on how to draw a barplot containing stacked bars within different groups using the ggplot2 package in the R programming language: <a href="https://statisticsglobe.com/draw-stacked-bars-within-grouped-barplot-r" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/draw-stack</span><span class="invisible">ed-bars-within-grouped-barplot-r</span></a></p><p><a href="https://mastodon.social/tags/programming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>programming</span></a> <a href="https://mastodon.social/tags/tidyverse" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tidyverse</span></a> <a href="https://mastodon.social/tags/datavisualization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datavisualization</span></a> <a href="https://mastodon.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ggplot2</span></a> <a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstats</span></a> <a href="https://mastodon.social/tags/advancedanalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>advancedanalytics</span></a></p>
EU Medicines Agency<p>EU Veterinary Medicines Regulators are moving from <a href="https://respublicae.eu/tags/vision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>vision</span></a> to <a href="https://respublicae.eu/tags/action" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>action</span></a> in implementing <a href="https://respublicae.eu/tags/BigData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BigData</span></a> and <a href="https://respublicae.eu/tags/advancedanalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>advancedanalytics</span></a> in <a href="https://respublicae.eu/tags/VeterinaryMedicines" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>VeterinaryMedicines</span></a> regulatory domain for animal and <a href="https://respublicae.eu/tags/PublicHealth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PublicHealth</span></a> </p><p>Thomas Heberer from @BVL_Bund at <a href="https://respublicae.eu/tags/VetBigDataForum" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>VetBigDataForum</span></a></p><p> 🐦🔗: <a href="https://nitter.eu/EMA_News/status/1595337308491976707" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="ellipsis">nitter.eu/EMA_News/status/1595</span><span class="invisible">337308491976707</span></a></p>
Newsy<p>Version2 : IT-værktøj spotter udsatte familier med sammenkørede politidata: »Det gør en kæmpe forskel« <a href="https://www.version2.dk/artikel/it-vaerktoej-spotter-udsatte-familier-med-sammenkoerede-politidata-goer-kaempe-forskel?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://www.</span><span class="ellipsis">version2.dk/artikel/it-vaerkto</span><span class="invisible">ej-spotter-udsatte-familier-med-sammenkoerede-politidata-goer-kaempe-forskel?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder</span></a> <a href="https://mastodon.xyz/tags/Advancedanalytics" class="mention hashtag" rel="tag">#<span>Advancedanalytics</span></a> <a href="https://mastodon.xyz/tags/Offentligit" class="mention hashtag" rel="tag">#<span>Offentligit</span></a> <a href="https://mastodon.xyz/tags/Bigdata" class="mention hashtag" rel="tag">#<span>Bigdata</span></a></p>
Newsy<p>Version2 : DeepMind-forskere tackler black box-problem i algoritme til øjenlæger <a href="https://www.version2.dk/artikel/deepmind-forskere-tackler-black-box-problem-algoritme-oejenlaeger-1086309?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://www.</span><span class="ellipsis">version2.dk/artikel/deepmind-f</span><span class="invisible">orskere-tackler-black-box-problem-algoritme-oejenlaeger-1086309?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder</span></a> <a href="https://mastodon.xyz/tags/Advancedanalytics" class="mention hashtag" rel="tag">#<span>Advancedanalytics</span></a> <a href="https://mastodon.xyz/tags/Softwarel%C3%B8sninger" class="mention hashtag" rel="tag">#<span>Softwareløsninger</span></a> <a href="https://mastodon.xyz/tags/Algoritmer" class="mention hashtag" rel="tag">#<span>Algoritmer</span></a></p>
Newsy<p>Version2 : Siri-kommission: ‘Personal data store’ er vejen frem til trygge borgerdata <a href="https://www.version2.dk/artikel/siri-kommission-personal-data-store-vejen-frem-trygge-borgerdata-1086186?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://www.</span><span class="ellipsis">version2.dk/artikel/siri-kommi</span><span class="invisible">ssion-personal-data-store-vejen-frem-trygge-borgerdata-1086186?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder</span></a> <a href="https://mastodon.xyz/tags/Advancedanalytics" class="mention hashtag" rel="tag">#<span>Advancedanalytics</span></a> <a href="https://mastodon.xyz/tags/Machinelearning" class="mention hashtag" rel="tag">#<span>Machinelearning</span></a> <a href="https://mastodon.xyz/tags/Privacy" class="mention hashtag" rel="tag">#<span>Privacy</span></a></p>
Newsy<p>Version2 : Matas forudsiger salg med to millioner forecasts om ugen <a href="https://pro.ing.dk/datatech/artikel/matas-forudsiger-salg-med-millioner-forecasts-om-ugen-581?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://</span><span class="ellipsis">pro.ing.dk/datatech/artikel/ma</span><span class="invisible">tas-forudsiger-salg-med-millioner-forecasts-om-ugen-581?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder</span></a> <a href="https://mastodon.xyz/tags/Advancedanalytics" class="mention hashtag" rel="tag">#<span>Advancedanalytics</span></a></p>
Newsy<p>Version2 : EU vil afværge politisk datamisbrug a la Cambridge Analytica med lovændring <a href="https://www.version2.dk/artikel/eu-vil-afvaerge-politisk-datamisbrug-a-la-cambridge-analytica-med-lovaendring-1086047?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://www.</span><span class="ellipsis">version2.dk/artikel/eu-vil-afv</span><span class="invisible">aerge-politisk-datamisbrug-a-la-cambridge-analytica-med-lovaendring-1086047?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder</span></a> <a href="https://mastodon.xyz/tags/Advancedanalytics" class="mention hashtag" rel="tag">#<span>Advancedanalytics</span></a> <a href="https://mastodon.xyz/tags/Politik" class="mention hashtag" rel="tag">#<span>Politik</span></a> <a href="https://mastodon.xyz/tags/Privacy" class="mention hashtag" rel="tag">#<span>Privacy</span></a></p>
Newsy<p>Version2 : Tjept statistiksprog runder version 1.0 <a href="https://www.version2.dk/artikel/tjept-statistiksprog-runder-version-10-1086013?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://www.</span><span class="ellipsis">version2.dk/artikel/tjept-stat</span><span class="invisible">istiksprog-runder-version-10-1086013?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder</span></a> <a href="https://mastodon.xyz/tags/Programmeringssprog" class="mention hashtag" rel="tag">#<span>Programmeringssprog</span></a> <a href="https://mastodon.xyz/tags/Advancedanalytics" class="mention hashtag" rel="tag">#<span>Advancedanalytics</span></a> <a href="https://mastodon.xyz/tags/Udvikling" class="mention hashtag" rel="tag">#<span>Udvikling</span></a></p>
Newsy<p>Version2 : Forsker får europæisk bevilling til at udvikle beregning på private og fortrolige data <a href="https://www.version2.dk/artikel/forsker-faar-europaeisk-bevilling-at-udvikle-beregning-paa-private-fortrolige-data-1085899?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://www.</span><span class="ellipsis">version2.dk/artikel/forsker-fa</span><span class="invisible">ar-europaeisk-bevilling-at-udvikle-beregning-paa-private-fortrolige-data-1085899?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder</span></a> <a href="https://mastodon.xyz/tags/Advancedanalytics" class="mention hashtag" rel="tag">#<span>Advancedanalytics</span></a> <a href="https://mastodon.xyz/tags/Kryptering" class="mention hashtag" rel="tag">#<span>Kryptering</span></a> <a href="https://mastodon.xyz/tags/Forskning" class="mention hashtag" rel="tag">#<span>Forskning</span></a></p>
Newsy<p>Version2 : Dansk professor i R’s Core Team: Vi har et foryngelsesproblem <a href="https://www.version2.dk/artikel/dansk-professor-rs-core-team-vi-har-foryngelsesproblem-1085892?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://www.</span><span class="ellipsis">version2.dk/artikel/dansk-prof</span><span class="invisible">essor-rs-core-team-vi-har-foryngelsesproblem-1085892?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder</span></a> <a href="https://mastodon.xyz/tags/Programmeringssprog" class="mention hashtag" rel="tag">#<span>Programmeringssprog</span></a> <a href="https://mastodon.xyz/tags/Udviklingsv%C3%A6rkt%C3%B8jer" class="mention hashtag" rel="tag">#<span>Udviklingsværktøjer</span></a> <a href="https://mastodon.xyz/tags/Advancedanalytics" class="mention hashtag" rel="tag">#<span>Advancedanalytics</span></a></p>
Newsy<p>Version2 : Dataanalyse i naturligt sprog: »Hvis det kræver en manual, har vi fejlet« <a href="https://www.version2.dk/artikel/dataanalyse-naturligt-sprog-hvis-kraever-manual-har-vi-fejlet-1085832?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://www.</span><span class="ellipsis">version2.dk/artikel/dataanalys</span><span class="invisible">e-naturligt-sprog-hvis-kraever-manual-har-vi-fejlet-1085832?utm_medium=feed&amp;utm;_source=version2.dk&amp;utm;_campaign=it_nyheder</span></a> <a href="https://mastodon.xyz/tags/Businessintelligence" class="mention hashtag" rel="tag">#<span>Businessintelligence</span></a> <a href="https://mastodon.xyz/tags/Advancedanalytics" class="mention hashtag" rel="tag">#<span>Advancedanalytics</span></a> <a href="https://mastodon.xyz/tags/Algoritmer" class="mention hashtag" rel="tag">#<span>Algoritmer</span></a></p>
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