{"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\/de\/data-standard-checker-1-overview\/","title":{"rendered":"Data Standard Check Tool_1.\u00dcbersicht"},"content":{"rendered":"<p>Einf\u00fchrung eines Datenstandard-Inspektionstools, das f\u00fcr Feld-DAs (Datenarchitekten) hilfreich sein kann, die unter sich wiederholender manueller Arbeit bei der Datenstandardisierungsarbeit leiden. Durch die Reduzierung der manuellen Arbeitszeit k\u00f6nnen Sie sich auf produktivere Aufgaben konzentrieren und \u00dcberstunden eliminieren oder reduzieren.<\/p>\n\n\n\n<p>Dieses Tool wurde mit Excel VBA erstellt. (Bezug: <a href=\"https:\/\/prodskill.com\/de\/excel-vba-lecture-1-overview\/\">Excel VBA-Kurs(1): \u00dcberblick \u00fcber 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. \u00dcberblick \u00fcber das Data Standards Check Tool<\/h2>\n\n\n\n<p>Die Datenstandardisierung, eine der Aufgaben eines Datenarchitekten, ist eine ziemlich entmutigende Aufgabe.<\/p>\n\n\n\n<p>Sammeln Sie den aktuellen Eigenschaftsnamen (logischer Name, physischer Name), Datentyp und L\u00e4nge aus der Datenbanktabelle\/dem Spaltenkommentar, der Tabellendefinition usw., trennen Sie die semantische Einheit in W\u00f6rter und binden Sie Spalten mit derselben Bedeutung an dieselbe logische Name, physischer Name und Daten Der Prozess der Definition eines einzelnen Begriffs mit Typ und L\u00e4nge erfordert viele manuelle Wiederholungen.<\/p>\n\n\n\n<p>(Hinweis: In diesem Artikel wird das detaillierte Konzept der Datenstandardisierung nicht erl\u00e4utert. Bitte beziehen Sie sich auf die nachstehende URL.)<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>Die Datenstandardisierung kann als ein Prozess zusammengefasst werden, bei dem grundlegende W\u00f6rterb\u00fccher und aktuelle Attributnamen wiederholt \u00fcberpr\u00fcft, Wort-\/Begriffs-\/Dom\u00e4nenw\u00f6rterb\u00fccher in Excel-Tabellen erstellt und durch \u00dcberpr\u00fcfung mit Standardmanagern erg\u00e4nzt und fertiggestellt werden.<\/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>Zusammenfassung des Datenstandardisierungs-Workflows<\/figcaption><\/figure>\n<\/div>\n\n\n<p>In diesem Prozess werden mehrere detaillierte Aufgaben ausgef\u00fchrt, wie zum Beispiel:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u00c4nderung des logischen Namens des Attributs<\/li><li>\u00c4ndern Sie den physikalischen Namen des Wortes<\/li><li>Zuweisung\/Deaktivierung des Wortattribut-Klassifikators<\/li><li>Geben Sie den Dom\u00e4nenklassifizierungsnamen f\u00fcr den Attributklassifizierer an<\/li><li>Registrieren Sie zwei (oder mehr) W\u00f6rter als zusammengesetzte W\u00f6rter<\/li><li>Geben Sie Synonymbeziehungen an: machen Sie nur ein Wort kanonisch und andere Synonyme nicht kanonisch<\/li><li>\u00c4ndern Sie den Datentyp der Dom\u00e4ne, L\u00e4nge<\/li><li>Etc\u2026<\/li><\/ul>\n\n\n\n<p>F\u00fcr den aktuellen Eigenschaftsnamen und Datentyp\/-l\u00e4nge werden die obigen Operationen wiederholt, um 1) Standardw\u00f6rter zu verwenden, 2) Standarddom\u00e4nen zu bezeichnen und schlie\u00dflich 3) Standardbegriffe zu erstellen und sie zu standardisieren.<\/p>\n\n\n\n<p>Die meisten Datenarchitekten (DAs), die Datenstandardisierungsarbeiten in diesem Bereich durchf\u00fchren, erledigen manuelle Arbeit mit Excel. Es gibt Produkte verschiedener Unternehmen f\u00fcr Metadatenverwaltungsl\u00f6sungen, die Datenstandards verwalten, aber die meisten dieser Produkte konzentrieren sich eher auf die Funktion zum Verwalten des Standarddatenw\u00f6rterbuchs, nachdem es erstellt wurde, als auf die Funktion zum Erstellen eines Standarddatenw\u00f6rterbuchs.<\/p>\n\n\n\n<p>Ich habe auch viele Schwierigkeiten durchgemacht, als ich Datenstandardisierungsarbeiten bei verschiedenen Kunden durchf\u00fchrte. 2012 habe ich mich zum ersten Mal an Tooling versucht und im April 2016 ein Tool mit Grundfunktionen entwickelt, indem ich es in meiner Freizeit st\u00e4ndig weiterentwickelt habe. Das Tool wurde mit Excel VBA entwickelt und der Bildschirm sieht wie folgt aus.<\/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>Bildschirm des Datenstandard-Pr\u00fcfwerkzeugs<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Dieses Tool finden Sie unten im Github-Repository.<\/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>Alternativ k\u00f6nnen Sie direkt von dieser URL herunterladen.<\/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\/Property standard check tool_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>Im n\u00e4chsten Artikel werfen wir einen Blick auf den Aufbau des Data-Standard-Dictionary und der Standard-Checking-Funktion.<\/p>\n\n\n\n<p>&lt;&lt;&nbsp;<strong>Liste verwandter Artikel<\/strong>&nbsp;&gt;&gt;<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/prodskill.com\/de\/data-standard-checker-1-overview\/\">Data Standard Check Tool_1.\u00dcbersicht<\/a><\/li><li><a href=\"https:\/\/prodskill.com\/de\/data-standard-checker-2-ui-function-license\/\">Datenstandard-Inspektionstool_2.1 Bildschirmaufbau, 2.2 Standardinspektionsfunktion<\/a><\/li><li><a href=\"https:\/\/prodskill.com\/de\/data-standard-checker-3-standard-dictionary\/\">Datenstandard-\u00dcberpr\u00fcfungstool_2.3 Konfiguration des Datenstandard-W\u00f6rterbuchs<\/a><\/li><li><a href=\"https:\/\/prodskill.com\/de\/data-standard-checker-4-case-study\/\">Data Standard Check Tool_3. Ergebnisse der Standardpr\u00fcfung<\/a><\/li><li><a href=\"https:\/\/prodskill.com\/de\/data-standard-checker-5-appendix\/\">Datenstandard-Pr\u00fcftool_4.Anhang<\/a><\/li><li><a href=\"https:\/\/prodskill.com\/de\/data-standard-checker-memory-error\/\">Data Standard Check Tool_v1.33 So beheben Sie den Fehler \u201eNicht gen\u00fcgend Arbeitsspeicher\u201c<\/a><\/li><li><a href=\"https:\/\/prodskill.com\/de\/data-standard-checker-toc\/\">Data Standard Check Tool Beschreibung Inhalt , Download<\/a><\/li><\/ul>","protected":false},"excerpt":{"rendered":"<p>Wir stellen ein Datenstandard-Inspektionstool vor, das f\u00fcr DAs (Datenarchitekten) in diesem Bereich hilfreich sein kann, die unter sich wiederholenden manuellen Aufgaben bei Datenstandardisierungsaufgaben leiden. Durch die Reduzierung der manuellen Arbeitszeit k\u00f6nnen Sie sich auf produktivere Aufgaben konzentrieren und \u00dcberstunden eliminieren oder reduzieren. Dieses Tool wurde mit Excel VBA erstellt. (Siehe: 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":[17,73,113,114,115,116],"class_list":["post-11752","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-standard-checker","tag-vba","tag-excel-vba","tag-113","tag-114","tag-data-standard","tag-data-standard-check"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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\/de\/data-standard-checker-1-overview\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\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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