{"id":11752,"date":"2022-10-01T09:14:41","date_gmt":"2022-10-01T00:14:41","guid":{"rendered":"https:\/\/prodskill.com\/?p=11752"},"modified":"2022-10-10T21:07:28","modified_gmt":"2022-10-10T12:07:28","slug":"data-standard-checker-1-overview","status":"publish","type":"post","link":"https:\/\/prodskill.com\/es\/data-standard-checker-1-overview\/","title":{"rendered":"Herramienta de verificaci\u00f3n est\u00e1ndar de datos_1.Descripci\u00f3n general"},"content":{"rendered":"<p>Presentamos una herramienta de inspecci\u00f3n de est\u00e1ndares de datos que puede ser \u00fatil para los DA (Arquitectos de datos) de campo que sufren de trabajo manual repetitivo en el trabajo de estandarizaci\u00f3n de datos. Al reducir el tiempo manual, puede concentrarse en tareas m\u00e1s productivas y eliminar o reducir las horas extra.<\/p>\n\n\n\n<p>Esta herramienta fue creada con Excel VBA. (Referencia: <a href=\"https:\/\/prodskill.com\/es\/excel-vba-lecture-1-overview\/\">Curso Excel VBA(1): Descripci\u00f3n general de Excel VBA<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"1._\ub370\uc774\ud130_\ud45c\uc900\uc810\uac80_\ub3c4\uad6c_\uac1c\uc694\">1. Descripci\u00f3n general de la herramienta de verificaci\u00f3n de est\u00e1ndares de datos<\/h2>\n\n\n\n<p>La estandarizaci\u00f3n de datos, una de las tareas de un arquitecto de datos, es una tarea bastante desalentadora.<\/p>\n\n\n\n<p>Recopile el nombre de la propiedad actual (nombre l\u00f3gico, nombre f\u00edsico), el tipo de datos y la longitud del comentario de la tabla\/columna de la base de datos, la definici\u00f3n de la tabla, etc., separe la unidad sem\u00e1ntica en palabras y vincule las columnas con el mismo significado a la misma l\u00f3gica. nombre, nombre f\u00edsico y datos El proceso de definici\u00f3n de un solo t\u00e9rmino con tipo y longitud requiere muchas repeticiones manuales.<\/p>\n\n\n\n<p>(Nota. Este art\u00edculo no explica el concepto detallado de estandarizaci\u00f3n de datos. Consulte la URL a continuaci\u00f3n).<br><a href=\"https:\/\/dataonair.or.kr\/db-tech-reference\/d-guide\/da-guide\/?mod=document&amp;uid=269\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/dataonair.or.kr\/db-tech-reference\/d-guide\/da-guide\/?mod=document&amp;uid=269<\/a><\/p>\n\n\n\n<p>La estandarizaci\u00f3n de datos se puede resumir como un proceso de revisi\u00f3n repetida de diccionarios b\u00e1sicos y nombres de atributos actuales, creando diccionarios de palabras\/t\u00e9rminos\/dominios en hojas de Excel, y complet\u00e1ndolos y finaliz\u00e1ndolos mediante la revisi\u00f3n con administradores de est\u00e1ndares.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image.png\"><img loading=\"lazy\" decoding=\"async\" width=\"671\" height=\"442\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image.png\" alt=\"\ub370\uc774\ud130 \ud45c\uc900\ud654 \uc791\uc5c5\uc758 \ud750\ub984 \uc694\uc57d\" class=\"wp-image-11753\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image.png 671w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image-300x198.png 300w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image-18x12.png 18w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image-24x16.png 24w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image-36x24.png 36w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image-48x32.png 48w\" sizes=\"auto, (max-width: 671px) 100vw, 671px\" \/><\/a><figcaption>Resumen del flujo de trabajo de estandarizaci\u00f3n de datos<\/figcaption><\/figure>\n<\/div>\n\n\n<p>En este proceso, se ejecutan varias tareas detalladas, tales como:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Cambio de nombre l\u00f3gico de atributo<\/li><li>Cambiar el nombre f\u00edsico de la palabra<\/li><li>Asignaci\u00f3n\/desactivaci\u00f3n de clasificador de atributo de palabra<\/li><li>Especifique el nombre de clasificaci\u00f3n de dominio para el clasificador de atributos<\/li><li>Registra dos (o m\u00e1s) palabras como palabras compuestas<\/li><li>Especifique relaciones de sin\u00f3nimos: haga que solo una palabra sea can\u00f3nica y otros sin\u00f3nimos no can\u00f3nicos<\/li><li>Cambiar el tipo de datos del dominio, la longitud<\/li><li>Etc\u2026<\/li><\/ul>\n\n\n\n<p>Para el nombre de propiedad actual y el tipo\/longitud de datos, las operaciones anteriores se repiten para 1) usar palabras est\u00e1ndar, 2) designar dominios est\u00e1ndar y, finalmente, 3) crear t\u00e9rminos est\u00e1ndar y estandarizarlos.<\/p>\n\n\n\n<p>La mayor\u00eda de los arquitectos de datos (DA) que realizan trabajos de estandarizaci\u00f3n de datos en el campo est\u00e1n haciendo trabajo manual con Excel. Hay productos de varias empresas para soluciones de administraci\u00f3n de metadatos que administran est\u00e1ndares de datos, pero la mayor\u00eda de estos productos se enfocan en la funci\u00f3n de administrar el diccionario de datos est\u00e1ndar despu\u00e9s de que se crea en lugar de la funci\u00f3n de crear un diccionario de datos est\u00e1ndar.<\/p>\n\n\n\n<p>Tambi\u00e9n pas\u00e9 por muchas dificultades mientras realizaba trabajos de estandarizaci\u00f3n de datos en varios clientes. En 2012, prob\u00e9 por primera vez las herramientas y desarroll\u00e9 una herramienta con funciones b\u00e1sicas en abril de 2016 desarroll\u00e1ndola constantemente en mi tiempo libre. La herramienta fue desarrollada utilizando Excel VBA, y la pantalla es la siguiente.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image-1.png\"><img loading=\"lazy\" decoding=\"async\" width=\"992\" height=\"588\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image-1.png\" alt=\"\ub370\uc774\ud130 \ud45c\uc900\uc810\uac80 \ub3c4\uad6c \ud654\uba74\" class=\"wp-image-11754\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image-1.png 992w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image-1-300x178.png 300w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image-1-768x455.png 768w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image-1-18x12.png 18w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image-1-24x14.png 24w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image-1-36x21.png 36w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/10\/image-1-48x28.png 48w\" sizes=\"auto, (max-width: 992px) 100vw, 992px\" \/><\/a><figcaption>Pantalla de herramienta de verificaci\u00f3n de est\u00e1ndar de datos<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Esta herramienta se puede encontrar en el repositorio de github a continuaci\u00f3n.<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/DAToolset\/ToolsForDataStandard\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/DAToolset\/ToolsForDataStandard<\/a><\/p>\n\n\n\n<p>Alternativamente, puede descargar directamente desde esta URL.<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/DAToolset\/ToolsForDataStandard\/blob\/main\/%EC%86%8D%EC%84%B1%20%ED%91%9C%EC%A4%80%EC%A0%90%EA%B2%80%20%EB%8F%84%EA%B5%AC_v1.33_20210606_1.xlsm?raw=true\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/DAToolset\/ToolsForDataStandard\/blob\/main\/Herramienta de verificaci\u00f3n est\u00e1ndar de propiedad_v1.33_20210606_1.xlsm?raw=true<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\"\/>\n\n\n\n<p>En el pr\u00f3ximo art\u00edculo, veremos la composici\u00f3n del diccionario est\u00e1ndar de datos y la funci\u00f3n de verificaci\u00f3n est\u00e1ndar.<\/p>\n\n\n\n<p>&lt;&lt;&nbsp;<strong>Lista de art\u00edculos relacionados<\/strong>&nbsp;&gt;&gt;<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/prodskill.com\/es\/data-standard-checker-1-overview\/\">Herramienta de verificaci\u00f3n est\u00e1ndar de datos_1.Descripci\u00f3n general<\/a><\/li><li><a href=\"https:\/\/prodskill.com\/es\/data-standard-checker-2-ui-function-license\/\">Herramienta de inspecci\u00f3n est\u00e1ndar de datos_2.1 Composici\u00f3n de la pantalla, 2.2 Funci\u00f3n de inspecci\u00f3n est\u00e1ndar<\/a><\/li><li><a href=\"https:\/\/prodskill.com\/es\/data-standard-checker-3-standard-dictionary\/\">Herramienta de inspecci\u00f3n de est\u00e1ndares de datos_2.3 Composici\u00f3n del diccionario de est\u00e1ndares de datos<\/a><\/li><li><a href=\"https:\/\/prodskill.com\/es\/data-standard-checker-4-case-study\/\">Herramienta de inspecci\u00f3n est\u00e1ndar de datos_3. Resultados de inspecci\u00f3n est\u00e1ndar por caso<\/a><\/li><li><a href=\"https:\/\/prodskill.com\/es\/data-standard-checker-5-appendix\/\">Herramienta de verificaci\u00f3n est\u00e1ndar de datos_4.Adjunto<\/a><\/li><li><a href=\"https:\/\/prodskill.com\/es\/data-standard-checker-memory-error\/\">C\u00f3mo reparar la herramienta de verificaci\u00f3n est\u00e1ndar de datos_v1.33 Error &quot;No hay suficiente memoria&quot;<\/a><\/li><li><a href=\"https:\/\/prodskill.com\/es\/data-standard-checker-toc\/\">Herramienta de verificaci\u00f3n est\u00e1ndar de datos Descripci\u00f3n Contenido, Descargar<\/a><\/li><\/ul>","protected":false},"excerpt":{"rendered":"<p>Presentamos una herramienta de inspecci\u00f3n de est\u00e1ndares de datos que puede ser \u00fatil para los DA (Arquitectos de datos) de campo que sufren de trabajo manual repetitivo en el trabajo de estandarizaci\u00f3n de datos. Al reducir el tiempo manual, puede concentrarse en tareas m\u00e1s productivas y eliminar o reducir las horas extra. Esta herramienta fue creada con Excel VBA. (Ver: Excel VBA...<\/p>","protected":false},"author":1,"featured_media":11753,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23],"tags":[116,17,73,113,114,115],"class_list":["post-11752","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-standard-checker","tag-data-standard-check","tag-vba","tag-excel-vba","tag-113","tag-114","tag-data-standard"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\ub370\uc774\ud130 \ud45c\uc900\uc810\uac80 \ub3c4\uad6c_1.\uac1c\uc694 - \uc0dd\uc0b0\uc131 Skill<\/title>\n<meta name=\"description\" content=\"\ub370\uc774\ud130 \ud45c\uc900\ud654 \uc5c5\ubb34\uc5d0\uc11c \ubc18\ubcf5\uc801\uc778 \uc218\uc791\uc5c5\uc73c\ub85c \uace0\uc0dd\ud558\ub294 \ud604\uc7a5\uc758 DA(Data Architect, \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ud2b8)\uc5d0\uac8c \ub3c4\uc6c0\uc774 \ub420 \ub9cc\ud55c \ub370\uc774\ud130 \ud45c\uc900\uc810\uac80 \ub3c4\uad6c \ub97c \uc18c\uac1c\ud55c\ub2e4. \uc218\uc791\uc5c5 \uc2dc\uac04\uc744 \uc904\uc5ec \uc880 \ub354 \uc0dd\uc0b0\uc801\uc778 \uc5c5\ubb34\uc5d0 \uc9d1\uc911\ud558\uace0 \uc57c\uadfc\uc744 \uc5c6\uc560\uac70\ub098 \uc904\uc77c \uc218 \uc788\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/prodskill.com\/es\/data-standard-checker-1-overview\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ub370\uc774\ud130 \ud45c\uc900\uc810\uac80 \ub3c4\uad6c_1.\uac1c\uc694 - 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