{"id":1414,"date":"2018-09-11T23:23:18","date_gmt":"2018-09-11T23:23:18","guid":{"rendered":"http:\/\/www.fditf.com\/bi\/?p=1414"},"modified":"2020-11-11T08:14:41","modified_gmt":"2020-11-11T08:14:41","slug":"incidencia-delictiva-datos-de-la-pgr-mexico-2012-2017-parte-1","status":"publish","type":"post","link":"https:\/\/www.fditf.com\/bi\/rstudio\/incidencia-delictiva-datos-de-la-pgr-mexico-2012-2017-parte-1\/","title":{"rendered":"Incidencia delictiva, datos de la PGR (M\u00e9xico): 2012-2017. Parte 1."},"content":{"rendered":"<h1>El proyecto.<\/h1>\n<p>Explorando en el portal de datos abiertos del gobierno federal de M\u00e9xico, encontr\u00e9 una secci\u00f3n interesante: incidencia delictiva, con datos de la PGR (procuradur\u00eda general de la rep\u00fablica). La informaci\u00f3n est\u00e1 disponible aqu\u00ed:\u00a0<a href=\"https:\/\/datos.gob.mx\/busca\/dataset\/incidencia-delictiva-pgr\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/datos.gob.mx\/busca\/dataset\/incidencia-delictiva-pgr<\/a>. Como es habitual en todos los sitios de informaci\u00f3n gubernamental, la informaci\u00f3n est\u00e1 en formatos poco amigables, lo que dificulta el an\u00e1lisis.<\/p>\n<p>Es por ello que en un intento por facilitar la lectura de esta informaci\u00f3n, escrib\u00ed este script en R, esperando pueda ser de utilidad p\u00fablica. Estoy incluyendo tambi\u00e9n: un gr\u00e1fico muy simple en Google Data Studio y el proyecto en Rstudio. Un an\u00e1lisis m\u00e1s detallada se realizar\u00e1 en la segunda parte de este post. Notar que estos datos van de 2001 a 2012, aqu\u00ed solo se incluy\u00f3 una parte de estos datos.<br \/>\n<script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script><br \/>\n<ins class=\"adsbygoogle\" style=\"display: block; text-align: center;\" data-ad-layout=\"in-article\" data-ad-format=\"fluid\" data-ad-client=\"ca-pub-9033709093144000\" data-ad-slot=\"7741409798\"><\/ins><br \/>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script><\/p>\n<h1>Los datos<\/h1>\n<h2>Informe en Google Data Studio.<\/h2>\n<p><iframe loading=\"lazy\" style=\"border: 0;\" src=\"https:\/\/datastudio.google.com\/embed\/reporting\/1SRVS7M31-q0oYC1f1_InpJ6Q_EXpvi5J\/page\/a29X\" width=\"800\" height=\"650\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<h2>Proyecto en Rstudio: descarga.<\/h2>\n<p>Descarga aqu\u00ed:\u00a0<a  data-e-Disable-Page-Transition=\"true\" class=\"download-link\" title=\"\" href=\"https:\/\/www.fditf.com\/bi\/download\/1419\/?tmstv=1781107635\" rel=\"nofollow\" id=\"download-link-1419\" data-redirect=\"false\" >\n\tincidenciaDelictivaPGR<\/a>\n<\/p>\n<h2>Script en R.<\/h2>\n<p><script src=\"https:\/\/gist.github.com\/vmburbinamx\/00cb2ecbe20973c58c8f82e758380493.js\"><\/script><\/p>\n<p><script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script><br \/>\n<!-- RegularPostBottom --><br \/>\n<ins class=\"adsbygoogle\" style=\"display: block;\" data-ad-client=\"ca-pub-9033709093144000\" data-ad-slot=\"2196072090\" data-ad-format=\"auto\"><\/ins><br \/>\n<script>\n(adsbygoogle = window.adsbygoogle || []).push({});\n<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>El proyecto. Explorando en el portal de datos abiertos del gobierno federal de M\u00e9xico, encontr\u00e9 una secci\u00f3n interesante: incidencia delictiva, con datos de la PGR (procuradur\u00eda general de la rep\u00fablica). La informaci\u00f3n est\u00e1 disponible aqu\u00ed:\u00a0https:\/\/datos.gob.mx\/busca\/dataset\/incidencia-delictiva-pgr. Como es habitual en todos <a href=\"https:\/\/www.fditf.com\/bi\/rstudio\/incidencia-delictiva-datos-de-la-pgr-mexico-2012-2017-parte-1\/\" class=\"read-more\">Read More &#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":1422,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14,134,136],"tags":[138],"class_list":["post-1414","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-google-data-studio","category-r","category-rstudio","tag-r"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Incidencia delictiva, datos de la PGR (M\u00e9xico): 2012-2017. Parte 1. - Business Intelligence MX<\/title>\n<meta name=\"description\" content=\"Incidencia delictiva en M\u00e9xico con datos de la PGR. 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Un dashboard en google data studio con datos p\u00fablicos\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.fditf.com\/bi\/rstudio\/incidencia-delictiva-datos-de-la-pgr-mexico-2012-2017-parte-1\/\" \/>\n<meta property=\"og:site_name\" content=\"Business Intelligence MX\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/excelyfinanzasmx\/\" \/>\n<meta property=\"article:published_time\" content=\"2018-09-11T23:23:18+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-11-11T08:14:41+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/09\/Captura.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1098\" \/>\n\t<meta property=\"og:image:height\" content=\"586\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"V\u00edctor Urbina\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@excelfinanzasMX\" \/>\n<meta name=\"twitter:site\" content=\"@excelfinanzasMX\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"V\u00edctor Urbina\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/rstudio\\\/incidencia-delictiva-datos-de-la-pgr-mexico-2012-2017-parte-1\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/rstudio\\\/incidencia-delictiva-datos-de-la-pgr-mexico-2012-2017-parte-1\\\/\"},\"author\":{\"name\":\"V\u00edctor Urbina\",\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/#\\\/schema\\\/person\\\/ff30cbd17d9f746cacb687d5332924c5\"},\"headline\":\"Incidencia delictiva, datos de la PGR (M\u00e9xico): 2012-2017. 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