{"id":2074,"date":"2023-01-17T21:50:33","date_gmt":"2023-01-17T21:50:33","guid":{"rendered":"https:\/\/ml4data.com\/?p=2074"},"modified":"2023-01-19T11:36:12","modified_gmt":"2023-01-19T11:36:12","slug":"delincuencia-en-republica-dominicana-dataset","status":"publish","type":"post","link":"https:\/\/ml4data.com\/index.php\/2023\/01\/17\/delincuencia-en-republica-dominicana-dataset\/","title":{"rendered":"Delincuencia en Rep\u00fablica Dominicana (Dataset)"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p>En este art\u00edculo se publica un conjunto de datos (dataset) con estad\u00edsticas de casos sometidos a la Procuradur\u00eda General de la Rep\u00fablica Dominicana, publicados en este link: <a href=\"https:\/\/transparencia.pgr.gob.do\/Inicio\/i\/5698_Estad%c3%adsticas_de_Casos_Sometidos\" title=\"\">https:\/\/transparencia.pgr.gob.do\/Inicio\/i\/5698_Estad%c3%adsticas_de_Casos_Sometidos<\/a><\/p>\n\n\n\n<p>Estos datos cubren 113112 casos sometidos desde enero de 2017 hasta octubre de 2022.<\/p>\n\n\n\n<p>Adicionalmente, el equipo de ML4Data cre\u00f3 dos nuevos campos que recategorizan la provincia y la tipificaci\u00f3n de los delitos. Tambi\u00e9n se crearon campos de latitud y longitud para georreferenciar cada caso. El dataset puede descargarse en este <a href=\"https:\/\/drive.google.com\/file\/d\/1HnCh3ttCrX-wV9xkPwisJcqsKbSlYUAz\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\" title=\"\">link<\/a>.<\/p>\n\n\n\n<p>Las columnas en el dataset son las siguietnes:<\/p>\n\n\n\n<ul>\n<li>Delito: detalle del delito (imputado en el conjunto de datos original)<\/li>\n\n\n\n<li>Provincia: provincia donde corresponde el delito (imputado en el dataset original)<\/li>\n\n\n\n<li>provincia_norm: provincia recatogirizada por el equipo de ML4Data (columna a\u00f1adida)<\/li>\n\n\n\n<li>Cantidad: n\u00famero de casos registrados (imputado en el conjunto de datos original)<\/li>\n\n\n\n<li>fecha: fecha de registro del caso (imputado en el conjunto de datos original)<\/li>\n\n\n\n<li>tipo_delito: recategorizaci\u00f3n del delito realizada por el equipo de ML4Data (columna a\u00f1adida)<\/li>\n\n\n\n<li>latitud: georeferencia de latitud de la provincia donde se registr\u00f3 el delito (columna a\u00f1adida)<\/li>\n\n\n\n<li>longitude: georeferencia de longitud de la provincia donde se registr\u00f3 el delito (columna a\u00f1adida).<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Algunas visualizaciones interesantes de este dataset:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"289\" src=\"https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-6-1024x289.png\" alt=\"\" class=\"wp-image-2095\" srcset=\"https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-6-1024x289.png 1024w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-6-300x85.png 300w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-6-768x217.png 768w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-6-1536x434.png 1536w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-6-2048x579.png 2048w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-6-600x170.png 600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"285\" src=\"https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-7-1024x285.png\" alt=\"\" class=\"wp-image-2096\" srcset=\"https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-7-1024x285.png 1024w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-7-300x84.png 300w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-7-768x214.png 768w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-7-1536x428.png 1536w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-7-2048x570.png 2048w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-7-600x167.png 600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-8-1024x277.png\" alt=\"\" class=\"wp-image-2097\" width=\"948\" height=\"256\" srcset=\"https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-8-1024x277.png 1024w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-8-300x81.png 300w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-8-768x208.png 768w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-8-1536x416.png 1536w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-8-2048x554.png 2048w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-8-600x162.png 600w\" sizes=\"(max-width: 948px) 100vw, 948px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-9-1024x280.png\" alt=\"\" class=\"wp-image-2098\" width=\"969\" height=\"264\" srcset=\"https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-9-1024x280.png 1024w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-9-300x82.png 300w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-9-768x210.png 768w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-9-1536x420.png 1536w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-9-2048x560.png 2048w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-9-600x164.png 600w\" sizes=\"(max-width: 969px) 100vw, 969px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-10-1024x286.png\" alt=\"\" class=\"wp-image-2099\" width=\"995\" height=\"278\" srcset=\"https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-10-1024x286.png 1024w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-10-300x84.png 300w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-10-768x215.png 768w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-10-1536x430.png 1536w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-10-2048x573.png 2048w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-10-600x168.png 600w\" sizes=\"(max-width: 995px) 100vw, 995px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-11-1024x285.png\" alt=\"\" class=\"wp-image-2100\" width=\"853\" height=\"237\" srcset=\"https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-11-1024x285.png 1024w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-11-300x84.png 300w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-11-768x214.png 768w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-11-1536x428.png 1536w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-11-2048x570.png 2048w, https:\/\/ml4data.com\/wp-content\/uploads\/2023\/01\/image-11-600x167.png 600w\" sizes=\"(max-width: 853px) 100vw, 853px\" \/><\/figure>\n\n\n\n<p>Todas estas visualizaciones fueron realizadas en el siguiente google-colab:<\/p>\n\n\n\n<p><a href=\"https:\/\/colab.research.google.com\/drive\/1tr8PD8RNYWgvzVhN_qgt3GwAOePWh4F7?usp=sharing\">https:\/\/colab.research.google.com\/drive\/1tr8PD8RNYWgvzVhN_qgt3GwAOePWh4F7?usp=sharing<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>En este art\u00edculo se publica un conjunto de datos (dataset) con estad\u00edsticas de casos sometidos a la Procuradur\u00eda General de la Rep\u00fablica Dominicana, publicados en este link: https:\/\/transparencia.pgr.gob.do\/Inicio\/i\/5698_Estad%c3%adsticas_de_Casos_Sometidos Estos datos cubren 113112 casos sometidos desde enero de 2017 hasta octubre de 2022. Adicionalmente, el equipo de ML4Data cre\u00f3 dos nuevos campos que recategorizan la provincia [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2075,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false,"two_page_speed":[]},"categories":[1],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/ml4data.com\/index.php\/wp-json\/wp\/v2\/posts\/2074"}],"collection":[{"href":"https:\/\/ml4data.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ml4data.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ml4data.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/ml4data.com\/index.php\/wp-json\/wp\/v2\/comments?post=2074"}],"version-history":[{"count":19,"href":"https:\/\/ml4data.com\/index.php\/wp-json\/wp\/v2\/posts\/2074\/revisions"}],"predecessor-version":[{"id":2109,"href":"https:\/\/ml4data.com\/index.php\/wp-json\/wp\/v2\/posts\/2074\/revisions\/2109"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ml4data.com\/index.php\/wp-json\/wp\/v2\/media\/2075"}],"wp:attachment":[{"href":"https:\/\/ml4data.com\/index.php\/wp-json\/wp\/v2\/media?parent=2074"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ml4data.com\/index.php\/wp-json\/wp\/v2\/categories?post=2074"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ml4data.com\/index.php\/wp-json\/wp\/v2\/tags?post=2074"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}