{"id":8417,"date":"2019-01-12T21:03:00","date_gmt":"2019-01-12T19:03:00","guid":{"rendered":"https:\/\/www.datanovia.com\/en\/?p=8417"},"modified":"2019-12-25T10:59:45","modified_gmt":"2019-12-25T08:59:45","slug":"how-to-create-a-ggplot-like-3d-scatter-plot-using-plotly","status":"publish","type":"post","link":"https:\/\/www.datanovia.com\/en\/blog\/how-to-create-a-ggplot-like-3d-scatter-plot-using-plotly\/","title":{"rendered":"How to Create a GGPlot-like 3D Scatter Plot using Plotly"},"content":{"rendered":"<div id=\"rdoc\">\n<p>In this article you will learn how to create a <strong>ggplot-like 3D scatter plot<\/strong> using the <strong>plotly<\/strong> R package.<\/p>\n<p>Contents:<\/p>\n<div id=\"TOC\">\n<ul>\n<li><a href=\"#prerequisites\">Prerequisites<\/a><\/li>\n<li><a href=\"#basic-3d-scatter-plot\">Basic 3D Scatter Plot<\/a><\/li>\n<li><a href=\"#d-scatter-plot-with-color-scaling\">3D Scatter Plot with Color Scaling<\/a><\/li>\n<\/ul>\n<\/div>\n<div class='dt-sc-hr-invisible-medium  '><\/div>\n<div class='dt-sc-ico-content type1'><div class='custom-icon' ><a href='https:\/\/www.datanovia.com\/en\/product\/ggplot2-essentials-for-great-data-visualization-in-r\/' target='_blank'><span class='fa fa-book'><\/span><\/a><\/div><h4><a href='https:\/\/www.datanovia.com\/en\/product\/ggplot2-essentials-for-great-data-visualization-in-r\/' target='_blank'> Related Book <\/a><\/h4>GGPlot2 Essentials for Great Data Visualization in R<\/div>\n<div class='dt-sc-hr-invisible-medium  '><\/div>\n<div id=\"prerequisites\" class=\"section level2\">\n<h2>Prerequisites<\/h2>\n<p>Load required R packages<\/p>\n<pre class=\"r\"><code>library(tidyverse)\r\nlibrary(plotly)<\/code><\/pre>\n<p>Data preparation:<\/p>\n<pre class=\"r\"><code>df &lt;- mtcars %&gt;%\r\n  rownames_to_column() %&gt;%\r\n  as_data_frame() %&gt;%\r\n  mutate(am = ifelse(am == 0, \"Automatic\", \"Manual\")) %&gt;%\r\n  mutate(am = as.factor(am))\r\ndf<\/code><\/pre>\n<pre><code>## # A tibble: 32 x 12\r\n##   rowname   mpg   cyl  disp    hp  drat    wt  qsec    vs am    gear  carb\r\n##   &lt;chr&gt;   &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;fc&gt; &lt;dbl&gt; &lt;dbl&gt;\r\n## 1 Mazda \u2026  21       6   160   110  3.9   2.62  16.5     0 Man\u2026     4     4\r\n## 2 Mazda \u2026  21       6   160   110  3.9   2.88  17.0     0 Man\u2026     4     4\r\n## 3 Datsun\u2026  22.8     4   108    93  3.85  2.32  18.6     1 Man\u2026     4     1\r\n## 4 Hornet\u2026  21.4     6   258   110  3.08  3.22  19.4     1 Aut\u2026     3     1\r\n## 5 Hornet\u2026  18.7     8   360   175  3.15  3.44  17.0     0 Aut\u2026     3     2\r\n## 6 Valiant  18.1     6   225   105  2.76  3.46  20.2     1 Aut\u2026     3     1\r\n## # ... with 26 more rows<\/code><\/pre>\n<\/div>\n<div id=\"basic-3d-scatter-plot\" class=\"section level2\">\n<h2>Basic 3D Scatter Plot<\/h2>\n<pre class=\"r\"><code># Create the plot\r\np &lt;- plot_ly(\r\n  df, x = ~wt, y = ~hp, z = ~qsec, \r\n  color = ~am, colors = c('#BF382A', '#0C4B8E')\r\n  ) %&gt;%\r\n  add_markers() %&gt;%\r\n  layout(\r\n    scene = list(xaxis = list(title = 'Weight'),\r\n        yaxis = list(title = 'Gross horsepower'),\r\n        zaxis = list(title = '1\/4 mile time'))\r\n        )<\/code><\/pre>\n<pre class=\"r\"><code>p<\/code><\/pre>\n<p><iframe width=\"100%\" height=\"500\" src=\" https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/126-ggplot-3d-scatter-plot-basic2.html \" frameborder=\"1\"><br \/>\n<\/iframe><\/p>\n<\/div>\n<div id=\"d-scatter-plot-with-color-scaling\" class=\"section level2\">\n<h2>3D Scatter Plot with Color Scaling<\/h2>\n<p>Point markers will be colored according to the <code>mpg<\/code> variable:<\/p>\n<pre class=\"r\"><code># Point colors\r\nmarker &lt;- list(color = ~mpg, colorscale = c('#FFE1A1', '#683531'), \r\n              showscale = TRUE)\r\n# Create the plot\r\np &lt;- plot_ly(df, x = ~wt, y = ~hp, z = ~qsec, marker = marker) %&gt;%\r\n  add_markers() %&gt;%\r\n  layout(\r\n    scene = list(xaxis = list(title = 'Weight'),\r\n        yaxis = list(title = 'Gross horsepower'),\r\n        zaxis = list(title = '1\/4 mile time'))\r\n        )<\/code><\/pre>\n<pre class=\"r\"><code>p<\/code><\/pre>\n<p><iframe width=\"100%\" height=\"500\" src=\" https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/126-ggplot-3d-scatter-plot-coloring-scale-2.html \" frameborder=\"1\"><br \/>\n<\/iframe><\/p>\n<\/div>\n<\/div>\n<p><!--end rdoc--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this article you will learn how to create a ggplot-like 3D scatter plot using the plotly R package. Contents: Prerequisites Basic 3D Scatter Plot 3D Scatter Plot with Color [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":7922,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rating_form_position":"","rating_results_position":"","mr_structured_data_type":"","footnotes":""},"categories":[124],"tags":[131],"class_list":["post-8417","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ggplot2","tag-ggplot2-faq"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Create a GGPlot-like 3D Scatter Plot using Plotly - Datanovia<\/title>\n<meta name=\"description\" content=\"In this article you will learn how to create a ggplot-like 3D scatter plot using the plotly R package.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.datanovia.com\/en\/blog\/how-to-create-a-ggplot-like-3d-scatter-plot-using-plotly\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Create a GGPlot-like 3D Scatter Plot using Plotly - 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