{"id":13938,"date":"2023-04-12T04:23:29","date_gmt":"2023-04-12T09:23:29","guid":{"rendered":"https:\/\/rud.is\/b\/?p=13938"},"modified":"2023-04-12T04:23:29","modified_gmt":"2023-04-12T09:23:29","slug":"make-solar-system-plots-with-ggsolar","status":"publish","type":"post","link":"https:\/\/rud.is\/b\/2023\/04\/12\/make-solar-system-plots-with-ggsolar\/","title":{"rendered":"Make &#8220;Solar System&#8221; Plots With {ggsolar}"},"content":{"rendered":"<p>I was cranking out a <a href=\"https:\/\/www.greynoise.io\/blog\/harness-the-power-of-greynoise-integrations-to-enhance-your-cybersecurity-posture\">blog post for work<\/a> earlier this week that shows off just how many integrations our platform has. I won&#8217;t blather about that content here, but as I was working on it, I really wanted to show off all the integrations.<\/p>\n<p>A table seemed far too boring.<\/p>\n<p>Several categorized unordered lists seemed too unwieldy.<\/p>\n<p>Then, it dawned on me that I could make a visual representation of all the integration partners we have by thinking of the entire integrations&#8217; ecosystem as a \u201cuniverse\u201d with each category being a \u201csolar system\u201d of that universe.<\/p>\n<p>I&#8217;ve been leaning more heavily on javsascript for datavis these days, but I will always be more comfortable in {ggplot2}, so I headed to R to design a way to:<\/p>\n<ul>\n<li>generate concentric orbits for \u201cn\u201d solar systems<\/li>\n<li>randomize the placement of the planets in each ring<\/li>\n<li>make a decent plot!<\/li>\n<\/ul>\n<p>I worked with one of the most amazing designers on the planet <em>(heh)<\/em> to come up with some stellar <em>(heh)<\/em> styling for it, and this was the result:<\/p>\n<p><a href=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"13939\" data-permalink=\"https:\/\/rud.is\/b\/2023\/04\/12\/make-solar-system-plots-with-ggsolar\/gn-universe\/\" data-orig-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?fit=1600%2C1202&amp;ssl=1\" data-orig-size=\"1600,1202\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"gn-universe\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?fit=300%2C225&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?fit=510%2C383&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?resize=510%2C383&#038;ssl=1\" alt=\"5 solar system panels\" width=\"510\" height=\"383\" class=\"aligncenter size-full wp-image-13939\" srcset=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?w=1600&amp;ssl=1 1600w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?resize=300%2C225&amp;ssl=1 300w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?resize=530%2C398&amp;ssl=1 530w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?resize=150%2C113&amp;ssl=1 150w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?resize=768%2C577&amp;ssl=1 768w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?resize=1536%2C1154&amp;ssl=1 1536w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?resize=500%2C376&amp;ssl=1 500w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?resize=1200%2C902&amp;ssl=1 1200w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?resize=400%2C301&amp;ssl=1 400w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?resize=800%2C601&amp;ssl=1 800w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?resize=200%2C150&amp;ssl=1 200w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/gn-universe.png?w=1020&amp;ssl=1 1020w\" sizes=\"auto, (max-width: 510px) 100vw, 510px\" \/><\/a><\/p>\n<p>I took the styling guidance and wrapped the messy, individual functions I had into a new {ggsolar} package, you can find at <a href=\"https:\/\/github.com\/hrbrmstr\/ggsolar\">https:\/\/github.com\/hrbrmstr\/ggsolar<\/a>.<\/p>\n<p>It&#8217;s pretty raw, and I need to \u201cgeomify\u201d it at some point, but it has<\/p>\n<ul>\n<li>a function to generate the concentric circle polygons<\/li>\n<li>another one to identify a random point on each ring<\/li>\n<li>a naive plotting function, and <\/li>\n<li>a theme cleanup function for decent output.<\/li>\n<\/ul>\n<p>The default is to generate uniformly distributed concentric circles, but you have the option of supplying a custom radii vector to make it more \u201creal\u201d\/\u201csolar-sysetm-y\u201d.<\/p>\n<p>Here&#8217;s the general flow:<\/p>\n<pre><code class=\"language-r\"># sol_planets is a built in vector of our system's planet names\nsol_orbits &lt;- generate_orbits(sol_planets)\n\nset.seed(1323) # this produced a decent placements\n\n# naive but it works! You can specify your own point picker, too.\nplaced_planets &lt;- randomize_planet_positions(sol_orbits)\n\n# do the thing!\nplot_orbits(\n  orbits = sol_orbits, \n  planet_positions = placed_planets,\n  label_planets = TRUE,\n  label_family = hrbrthemes::font_es_bold\n) +\n  hrbrthemes::theme_ipsum_es(grid=\"\") +\n  coord_equal() +\n  labs(\n    title = \"Sol\",\n    caption = \"Pluto is 100% a planet\"\n  ) +\n  theme_enhance_solar()\n<\/code><\/pre>\n<p><a href=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"13941\" data-permalink=\"https:\/\/rud.is\/b\/2023\/04\/12\/make-solar-system-plots-with-ggsolar\/readme-sol-1\/\" data-orig-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?fit=1152%2C1152&amp;ssl=1\" data-orig-size=\"1152,1152\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"README-sol-1\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?fit=300%2C300&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?fit=510%2C510&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?resize=510%2C510&#038;ssl=1\" alt=\"\" width=\"510\" height=\"510\" class=\"aligncenter size-full wp-image-13941\" srcset=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?w=1152&amp;ssl=1 1152w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?resize=530%2C530&amp;ssl=1 530w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?resize=150%2C150&amp;ssl=1 150w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?resize=768%2C768&amp;ssl=1 768w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?resize=500%2C500&amp;ssl=1 500w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?resize=400%2C400&amp;ssl=1 400w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?resize=800%2C800&amp;ssl=1 800w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?resize=200%2C200&amp;ssl=1 200w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?resize=57%2C57&amp;ssl=1 57w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?resize=72%2C72&amp;ssl=1 72w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?resize=114%2C114&amp;ssl=1 114w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?resize=144%2C144&amp;ssl=1 144w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?resize=96%2C96&amp;ssl=1 96w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-sol-1.png?w=1020&amp;ssl=1 1020w\" sizes=\"auto, (max-width: 510px) 100vw, 510px\" \/><\/a><\/p>\n<h3>Random Systems<\/h3>\n<p>I included a <code>generate_random_planets()<\/code> function that uses a hidden Markov model to  create believable planetary names, so you can now make your own universe with {ggplot2}!<\/p>\n<pre><code class=\"language-r\">set.seed(42)\n(rando_planets &lt;- generate_random_planets(12))\n\nrando_orbits &lt;- generate_orbits(rando_planets)\n\nset.seed(123) # this produced decent placements\n\nplaced_planets &lt;- randomize_planet_positions(rando_orbits)\n\nplot_orbits(\n  orbits = rando_orbits, \n  planet_positions = placed_planets,\n  label_planets = TRUE,\n  label_family = hrbrthemes::font_es_bold\n) +\n  hrbrthemes::theme_ipsum_es(grid=\"\") +\n  coord_equal() +\n  labs(\n    title = \"Rando System\"\n  ) +\n  theme_enhance_solar()\n<\/code><\/pre>\n<p><a href=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"13943\" data-permalink=\"https:\/\/rud.is\/b\/2023\/04\/12\/make-solar-system-plots-with-ggsolar\/readme-rando-1\/\" data-orig-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?fit=1152%2C1152&amp;ssl=1\" data-orig-size=\"1152,1152\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"README-rando-1\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?fit=300%2C300&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?fit=510%2C510&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?resize=510%2C510&#038;ssl=1\" alt=\"random system\" width=\"510\" height=\"510\" class=\"aligncenter size-full wp-image-13943\" srcset=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?w=1152&amp;ssl=1 1152w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?resize=530%2C530&amp;ssl=1 530w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?resize=150%2C150&amp;ssl=1 150w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?resize=768%2C768&amp;ssl=1 768w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?resize=500%2C500&amp;ssl=1 500w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?resize=400%2C400&amp;ssl=1 400w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?resize=800%2C800&amp;ssl=1 800w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?resize=200%2C200&amp;ssl=1 200w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?resize=57%2C57&amp;ssl=1 57w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?resize=72%2C72&amp;ssl=1 72w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?resize=114%2C114&amp;ssl=1 114w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?resize=144%2C144&amp;ssl=1 144w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?resize=96%2C96&amp;ssl=1 96w, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2023\/04\/README-rando-1.png?w=1020&amp;ssl=1 1020w\" sizes=\"auto, (max-width: 510px) 100vw, 510px\" \/><\/a><\/p>\n<h3>FIN<\/h3>\n<p>Kick the tyres, use {gganimate} to make some animations, and be the ruler of your own universe! (We&#8217;re going to try to generate team &#8220;org charts&#8221; with these later in the week, so be creative, too!).<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I was cranking out a blog post for work earlier this week that shows off just how many integrations our platform has. I won&#8217;t blather about that content here, but as I was working on it, I really wanted to show off all the integrations. A table seemed far too boring. Several categorized unordered lists [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":13939,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"activitypub_content_warning":"","activitypub_content_visibility":"","activitypub_max_image_attachments":3,"activitypub_interaction_policy_quote":"anyone","activitypub_status":"","footnotes":""},"categories":[753,91],"tags":[],"class_list":["post-13938","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ggplot","category-r"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Make &quot;Solar System&quot; Plots With {ggsolar} - rud.is<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/rud.is\/b\/2023\/04\/12\/make-solar-system-plots-with-ggsolar\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Make &quot;Solar System&quot; Plots With {ggsolar} - rud.is\" \/>\n<meta property=\"og:description\" content=\"I was cranking out a blog post for work earlier this week that shows off just how many integrations our platform has. I won&#8217;t blather about that content here, but as I was working on it, I really wanted to show off all the integrations. A table seemed far too boring. 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