{"id":637,"date":"2026-03-29T00:56:53","date_gmt":"2026-03-29T00:56:53","guid":{"rendered":"https:\/\/xlwings.net\/blog\/?p=637"},"modified":"2026-03-29T00:56:53","modified_gmt":"2026-03-29T00:56:53","slug":"how-to-create-jittered-scatter-plot-using-xlwings-3","status":"publish","type":"post","link":"https:\/\/xlwings.net\/blog\/how-to-create-jittered-scatter-plot-using-xlwings-3\/","title":{"rendered":"What Is xlChart+ Add-in?"},"content":{"rendered":"<p>xlChart+ add-in helps you create common charts faster with one-click color schemes. Create histograms, KDE plots, jitter scatter plots, heatmaps, violin plots, raincloud plots, and other charts that Excel doesn&#8217;t have.<\/p>\n\n\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls src=\"https:\/\/xlwings.net\/blog\/wp-content\/uploads\/2026\/05\/02.mp4\"><\/video><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Main Features<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">One-Click Color Schemes<\/h2>\n\n\n\n<p>Apply professional color palettes to your charts instantly<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Beautiful Pre-designed Palettes<\/h3>\n\n\n\n<p>Choose from dozens of carefully crafted color schemes designed by professionals. Each palette is optimized for clarity, accessibility, and visual appeal. Transform your charts from basic to stunning with a single click.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>20+ professional color palettes<\/li>\n\n\n\n<li>Colorblind-friendly options<\/li>\n\n\n\n<li>Custom palette creator<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/hebbkx1anhila5yf.public.blob.vercel-storage.com\/01-yKMcm5VrXQYq7e7wzmsUkCNWChv3tt.png\" alt=\"Various chart types with different color schemes\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2D &amp; 3D Histograms<\/h2>\n\n\n\n<p>Visualize data distributions with advanced histogram charts<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/hebbkx1anhila5yf.public.blob.vercel-storage.com\/02-vNhKvXojYnVcHYwkWjNUbeYDEIKMeu.png\" alt=\"2D and 3D histogram visualizations\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Advanced Distribution Analysis<\/h3>\n\n\n\n<p>Create sophisticated 2D and 3D histograms that Excel can&#8217;t produce natively. Perfect for statistical analysis, data exploration, and presenting frequency distributions with professional polish.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Customizable bin sizes<\/li>\n\n\n\n<li>3D visualization support<\/li>\n\n\n\n<li>Overlay multiple distributions<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">2D &amp; 3D KDE Plots<\/h2>\n\n\n\n<p>Kernel Density Estimation for smooth probability distributions<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Smooth Density Visualization<\/h3>\n\n\n\n<p>Generate beautiful Kernel Density Estimation plots that show the probability density function of your data. Perfect for understanding data distribution patterns and identifying peaks, valleys, and outliers.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Multiple kernel functions<\/li>\n\n\n\n<li>Adjustable bandwidth<\/li>\n\n\n\n<li>3D surface plots<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/hebbkx1anhila5yf.public.blob.vercel-storage.com\/03-5JwI6DykIKVRfDZeKuRiume8PSFX2o.png\" alt=\"KDE plots including 2D and 3D surface visualizations\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Jitter Scatter Plots &amp; Regular Scatter Plots<\/h2>\n\n\n\n<p>Reveal patterns in your data with advanced scatter plot techniques<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/hebbkx1anhila5yf.public.blob.vercel-storage.com\/04-KQvjuXETZI1LT8zmMcAZnYmId8psdh.png\" alt=\"Jitter scatter plots and regular scatter plots\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Enhanced Scatter Visualization<\/h3>\n\n\n\n<p>Create jitter scatter plots that prevent overlapping points, making it easier to see data density. Perfect for categorical data and revealing patterns that traditional scatter plots might hide.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Automatic jitter adjustment<\/li>\n\n\n\n<li>Size and color mapping<\/li>\n\n\n\n<li>Trend line overlays<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Heatmaps<\/h2>\n\n\n\n<p>Visualize complex data matrices with intuitive color gradients<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Matrix Data Visualization<\/h3>\n\n\n\n<p>Transform complex data matrices into intuitive heatmaps. Perfect for correlation analysis, time-series data, and identifying patterns across multiple variables at a glance.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hierarchical clustering<\/li>\n\n\n\n<li>Custom color scales<\/li>\n\n\n\n<li>Annotation support<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/hebbkx1anhila5yf.public.blob.vercel-storage.com\/05-cx1AzvgHt7qxfRIzVF184DcCQyMeNE.png\" alt=\"Heatmaps with various color schemes\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Violin Plots &amp; Raincloud Plots<\/h2>\n\n\n\n<p>Advanced statistical visualization for distribution comparison<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/hebbkx1anhila5yf.public.blob.vercel-storage.com\/06-3eVYwT97LZoXz1nmkVMsZA6qKGbS9t.png\" alt=\"Violin plots, boxplots, and raincloud plots\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Rich Distribution Insights<\/h3>\n\n\n\n<p>Combine the best of box plots, density plots, and scatter plots. Violin plots show the full distribution shape, while raincloud plots add individual data points for complete transparency.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Show full data distribution<\/li>\n\n\n\n<li>Compare multiple groups<\/li>\n\n\n\n<li>Statistical annotations<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Method<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23],"tags":[],"class_list":["post-637","post","type-post","status-publish","format-standard","hentry","category-xlchart"],"_links":{"self":[{"href":"https:\/\/xlwings.net\/blog\/wp-json\/wp\/v2\/posts\/637","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xlwings.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/xlwings.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/xlwings.net\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/xlwings.net\/blog\/wp-json\/wp\/v2\/comments?post=637"}],"version-history":[{"count":2,"href":"https:\/\/xlwings.net\/blog\/wp-json\/wp\/v2\/posts\/637\/revisions"}],"predecessor-version":[{"id":1584,"href":"https:\/\/xlwings.net\/blog\/wp-json\/wp\/v2\/posts\/637\/revisions\/1584"}],"wp:attachment":[{"href":"https:\/\/xlwings.net\/blog\/wp-json\/wp\/v2\/media?parent=637"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/xlwings.net\/blog\/wp-json\/wp\/v2\/categories?post=637"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/xlwings.net\/blog\/wp-json\/wp\/v2\/tags?post=637"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}