{"id":266,"date":"2016-09-27T05:49:08","date_gmt":"2016-09-27T05:49:08","guid":{"rendered":"http:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/?p=266"},"modified":"2016-09-27T05:49:08","modified_gmt":"2016-09-27T05:49:08","slug":"numbers-2","status":"publish","type":"post","link":"https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/uncategorized\/numbers-2\/","title":{"rendered":"Numbers [2]"},"content":{"rendered":"<p>Out of curiosity, I tried using Voyant to roughly test whether\u00a0<em>Ulysses<\/em> complies with <a href=\"https:\/\/en.wikipedia.org\/wiki\/Benford%27s_law\">Benford&#8217;s Law<\/a>.\u00a0I did searches for &#8220;one&#8221; through &#8220;nine,&#8221; and then graphed how often they appear, as well as their deviation from what Benford&#8217;s Law would lead one to expect.\u00a0I was hoping to discover that Joyce had used a particular number unusually often, but sadly no such outliers appeared. Still, it&#8217;s interesting to note that this weird statistical law had power even over someone as original as\u00a0Joyce, especially since deliberately invented numbers often violate Benford&#8217;s law (hence its use in fraud detection).<\/p>\n<div id=\"attachment_268\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-content\/uploads\/2016\/09\/Numberlist2.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-268\" class=\"wp-image-268 size-medium\" src=\"http:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-content\/uploads\/2016\/09\/Numberlist2-300x160.png\" alt=\"numberlist2\" width=\"300\" height=\"160\" srcset=\"https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-content\/uploads\/2016\/09\/Numberlist2-300x160.png 300w, https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-content\/uploads\/2016\/09\/Numberlist2.png 378w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><p id=\"caption-attachment-268\" class=\"wp-caption-text\">This was my data set, taken from Voyant. The Error column was calculated as |Percentage-Benford|\/100<\/p><\/div>\n<div id=\"attachment_267\" style=\"width: 488px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-content\/uploads\/2016\/09\/Graphs.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-267\" class=\"wp-image-267 size-full\" src=\"http:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-content\/uploads\/2016\/09\/Graphs.png\" alt=\"graphs\" width=\"478\" height=\"575\" srcset=\"https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-content\/uploads\/2016\/09\/Graphs.png 478w, https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-content\/uploads\/2016\/09\/Graphs-249x300.png 249w\" sizes=\"auto, (max-width: 478px) 100vw, 478px\" \/><\/a><p id=\"caption-attachment-267\" class=\"wp-caption-text\">Here are my graphs. The error is highest for one and two, perhaps in part because &#8220;one&#8221; has meanings beyond its usage as a number. In the second graph, the blue scatterplot is the frequency of each number out of the total data set, and the orange marks are the expected distribution based on Benford&#8217;s law.<\/p><\/div>\n<p>One other interesting tidbit I turned up while tinkering with Voyant is that numerals (1 as opposed to &#8220;one&#8221;) rarely show up except near the very end of the book:<\/p>\n<p><a href=\"http:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-content\/uploads\/2016\/09\/Graph2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-medium wp-image-269\" src=\"http:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-content\/uploads\/2016\/09\/Graph2-300x214.png\" alt=\"graph2\" width=\"300\" height=\"214\" srcset=\"https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-content\/uploads\/2016\/09\/Graph2-300x214.png 300w, https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-content\/uploads\/2016\/09\/Graph2.png 635w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>I&#8217;m kind of curious to know why this is.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Out of curiosity, I tried using Voyant to roughly test whether\u00a0Ulysses complies with Benford&#8217;s Law.\u00a0I did searches for &#8220;one&#8221; through &#8220;nine,&#8221; and then graphed how often they appear, as well as their deviation from what Benford&#8217;s Law would lead one to expect.\u00a0I was hoping to discover that Joyce had used a particular number unusually often, [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-266","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-json\/wp\/v2\/posts\/266","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-json\/wp\/v2\/comments?post=266"}],"version-history":[{"count":1,"href":"https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-json\/wp\/v2\/posts\/266\/revisions"}],"predecessor-version":[{"id":270,"href":"https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-json\/wp\/v2\/posts\/266\/revisions\/270"}],"wp:attachment":[{"href":"https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-json\/wp\/v2\/media?parent=266"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-json\/wp\/v2\/categories?post=266"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eriksimpson.sites.grinnell.edu\/Ulysses16\/wp-json\/wp\/v2\/tags?post=266"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}