{"id":18456,"date":"2024-11-21T14:26:23","date_gmt":"2024-11-21T05:26:23","guid":{"rendered":"https:\/\/www.data-be.at\/magazine\/?p=18456"},"modified":"2025-11-20T17:47:00","modified_gmt":"2025-11-20T08:47:00","slug":"harbest","status":"publish","type":"post","link":"https:\/\/www.data-be.at\/magazine\/harbest\/","title":{"rendered":"\u5e83\u544a\u30c7\u30fc\u30bfETL\u30c4\u30fc\u30eb\u300cHARBEST\u300d\u3068\u306f\uff1f\u7279\u5fb4\u3084\u30e1\u30ea\u30c3\u30c8\u3092\u5fb9\u5e95\u89e3\u8aac"},"content":{"rendered":"<p>\u5e83\u544a\u904b\u7528\u306a\u3069Web\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3092\u5b9f\u65bd\u3057\u3066\u3044\u308b\u3068\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u30b7\u30fc\u30f3\u304c\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u3084\u5206\u6790\u306a\u3069\u306b\u591a\u304f\u306e\u5de5\u6570\u3092\u53d6\u3089\u308c\u3066\u3057\u307e\u3044\u304c\u3061\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u73fe\u5728\u306fWeb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u696d\u52d9\u52b9\u7387\u5316\u306b\u5229\u7528\u3067\u304d\u308b\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u4ee3\u8868\u3068\u306a\u308b\u306e\u304c\u300cETL\u300d\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p>\u4eca\u56de\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5e83\u544a\u30c7\u30fc\u30bfETL\u30c4\u30fc\u30eb\u300cHARBEST\u300d\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u5e83\u544a\u306a\u3069\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u53ce\u96c6\u3067\u304d\u308b\u300cETL\u30c4\u30fc\u30eb\u300d\u3084\u300cHARBEST\u300d\u306e\u5229\u7528\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u65b9\u306f\u3001\u305c\u3072\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a href=\"https:\/\/www.data-be.at\/contact\/?contact_type_2022_10_24=%E3%83%AC%E3%83%9D%E3%83%BC%E3%83%88%E3%83%84%E3%83%BC%E3%83%AB%E6%AF%94%E8%BC%83%E8%B3%87%E6%96%99&amp;purpose=%E3%83%AC%E3%83%9D%E3%83%BC%E3%83%88%E3%83%84%E3%83%BC%E3%83%AB%E6%AF%94%E8%BC%83%E8%B3%87%E6%96%99&amp;utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=text&amp;utm_content=comparisonmaterial\" target=\"_blank\" rel=\"noopener\">\u3010\u7121\u6599\u3011\u56fd\u5185\u30ec\u30dd\u30fc\u30c8\u30c4\u30fc\u30eb\u72ec\u81ea\u6bd4\u8f03\u8cc7\u6599\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306f\u3053\u3061\u3089\uff1e\uff1e<\/a><\/p>\n<div class=\"ep-box es-BmarkExcl es-borderSolidS brc-DPred bgc-white es-radius\">HARBEST\uff08\u30cf\u30fc\u30d9\u30b9\u30c8\uff09\u306f\u516c\u5f0f\u30b5\u30a4\u30c8\u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u304a\u308a\u3001\u30b5\u30fc\u30d3\u30b9\u304c\u7d42\u4e86\u3057\u305f\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/div>\n<h2>\u5e83\u544a\u30c7\u30fc\u30bfETL\u30c4\u30fc\u30eb\u300cHARBEST\u300d\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac<\/h2>\n<p>\u306f\u3058\u3081\u306b\u3001\u5e83\u544a\u30c7\u30fc\u30bfETL\u30c4\u30fc\u30eb\u300cHARBEST\u300d\u306e\u6982\u8981\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3>\u5e83\u544a\u30c7\u30fc\u30bfETL\u30c4\u30fc\u30eb\u300cHARBEST\u300d\u3068\u306f\uff1f<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18458\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/08\/image9-1024x600.png\" alt=\"HARBEST\" width=\"1024\" height=\"600\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1aHARBEST<\/span><\/p>\n<p><span class=\"marker-thickYellow\"><strong>HARBEST\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u5e83\u544a\u5a92\u4f53\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001Google Cloud Storage\u306a\u3069\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u3084\u3001\u5404\u7a2e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u30c7\u30fc\u30bf\u3092\u51fa\u529b\u3059\u308bETL\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u8fd1\u5e74\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306f\u30aa\u30f3\u30e9\u30a4\u30f3\u304c\u4e2d\u5fc3\u3068\u306a\u3063\u3066\u304d\u3066\u304a\u308a\u3001\u306a\u304b\u3067\u3082Web\u5e83\u544a\u3084SNS\u306e\u6d3b\u7528\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u30aa\u30f3\u30e9\u30a4\u30f3\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306f\u3001\u5f93\u6765\u306e\u30aa\u30d5\u30e9\u30a4\u30f3\u306b\u3088\u308b\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306b\u6bd4\u3079\u8cbb\u7528\u5bfe\u52b9\u679c\u304c\u9ad8\u3044\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u4e00\u65b9\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u30fb\u53ce\u96c6\u30fb\u5206\u6790\u3059\u308b\u5fc5\u8981\u6027\u304c\u3042\u308a\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u306b\u8ab2\u984c\u3092\u611f\u3058\u308b\u65b9\u3082\u5c11\u306a\u304f\u306a\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>HARBEST\u306a\u3089\u3001\u5404\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089API\u3084RPA\u3092\u5229\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u53ce\u96c6\u3057\u3001\u4efb\u610f\u306e\u74b0\u5883\u3078\u51fa\u529b\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>API\u9023\u643a\u3084RPA\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u51fa\u529b\u3092\u81ea\u52d5\u5316\u3067\u304d\u308b\u305f\u3081\u3001\u591a\u6570\u306e\u5e83\u544a\u5a92\u4f53\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u30b7\u30fc\u30f3\u3067\u3082\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u3084\u7ba1\u7406\u306b\u304b\u304b\u308b\u5de5\u6570\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5229\u7528\u3057\u3066\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3092\u5b9f\u65bd\u3057\u3066\u3044\u308b\u3068\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3084\u7ba1\u7406\u306b\u591a\u304f\u306e\u5de5\u6570\u304c\u304b\u304b\u3063\u3066\u3057\u307e\u3044\u3001PDCA\u306a\u3069\u306e\u5206\u6790\u307e\u3067\u624b\u304c\u56de\u3089\u306a\u3044\u3068\u3044\u3063\u305f\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u8ab2\u984c\u3092\u62b1\u3048\u308b\u65b9\u306b\u3001HARBEST\u306f\u304a\u3059\u3059\u3081\u306e\u30c4\u30fc\u30eb\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h4>\u3010\u53c2\u8003\u3011ETL\u30c4\u30fc\u30eb\u3068\u306f\uff1f<\/h4>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18459\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/08\/image1-1024x410.png\" alt=\"ETL\u30c4\u30fc\u30eb\u3068\u306f\uff1f \" width=\"1024\" height=\"410\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/waha-transformer.com\/etl.html\" target=\"_blank\" rel=\"noopener\">Waha! Transformer<\/a><\/span><\/p>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30b7\u30b9\u30c6\u30e0\u9593\u3067\u306e\u30c7\u30fc\u30bf\u306e\u79fb\u52d5\u3084\u5909\u63db\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>ETL\u306f\u300cExtract\uff08\u62bd\u51fa\uff09\u300d\u3001\u300cTransform\uff08\u5909\u63db\uff09\u300d\u3001\u300cLoad\uff08\u30ed\u30fc\u30c9\uff09\u300d\u306e\u982d\u6587\u5b57\u3092\u53d6\u3063\u305f\u3082\u306e\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u3053\u308c\u3089\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u81ea\u52d5\u5316\u3057\u3001\u52b9\u7387\u7684\u306b\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u79fb\u52d5\u3084\u6574\u7406\u3092\u884c\u3048\u308b\u306e\u304cETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u3067\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f01\u696d\u306a\u3069\u3067\u306f\u3001ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u5927\u5e45\u306a\u696d\u52d9\u52b9\u7387\u5316\u304c\u671f\u5f85\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aETL\u3084ETL\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/etl-function\/\" target=\"_self\">ETL\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3066\u6d3b\u7528\u3059\u308b\u969b\u306b\u6d3b\u8e8d\u3059\u308bETL\u3084ETL\u30c4\u30fc\u30eb\u306f\u3001\u8fd1\u5e74\u591a\u304f\u306e\u4f01\u696d\u304c\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u307e\u3060ETL\u3092\u5c0e\u5165\u3057\u3066\u3044\u306a\u3044\u65b9\u306b\u3068\u3063\u3066\u306f\u3001ETL\u3068\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u306a\u306e\u304b\u3001ETL\u30c4\u30fc\u30eb\u306b\u3069\u3093\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u306e\u304b\u306a\u3069\u4e0d\u660e\u306a\u70b9\u3082\u591a\u3044\u306e\u3067\u306f[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/etl-function\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"375\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/AdobeStock_364831100-375x375.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"ETL\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h4>\u3010\u53c2\u8003\u3011\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3068\u306e\u9055\u3044<\/h4>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18460\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/08\/image5-1024x311.png\" alt=\"\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3068\u306e\u9055\u3044 \" width=\"1024\" height=\"311\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.data-be.at\/?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=text&amp;utm_content=top\" target=\"_blank\" rel=\"noopener\">Databeat<\/a><\/span><\/p>\n<p>ETL\u30c4\u30fc\u30eb\u3068\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u306f\u3001\u305d\u306e\u76ee\u7684\u3068\u6a5f\u80fd\u306b\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><strong>ETL\u30c4\u30fc\u30eb\u306f\u3001\u8907\u6570\u306e\u7570\u306a\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u60c5\u5831\u3092\u53d6\u5f97\u3057\u3001\u305d\u308c\u3092\u7279\u5b9a\u306e\u5f62\u5f0f\u3084\u69cb\u9020\u306b\u5909\u63db\u3057\u305f\u3046\u3048\u3067\u5225\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u4fdd\u5b58<\/strong>\u3057\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u4e3b\u306a\u76ee\u7684\u3068\u3057\u3066\u306f\u3001\u30c7\u30fc\u30bf\u306e\u4e00\u8cab\u6027\u3092\u78ba\u4fdd\u3057\u306a\u304c\u3089\u3001\u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u3084\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u9593\u3067\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u79fb\u52d5\u3059\u308b\u3053\u3068<\/strong><\/span>\u3067\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3001<strong>\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u306f\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u5e83\u544a\u306e\u914d\u4fe1\u7d50\u679c\u3092\u53ce\u96c6\u30fb\u6574\u7406\u3057\u3001\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u306b\u7279\u5316<\/strong>\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001<span class=\"marker-thickYellow\"><strong>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u62c5\u5f53\u8005\u304c\u5e83\u544a\u306e\u8cbb\u7528\u5bfe\u52b9\u679c\u306a\u3069\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u8a55\u4fa1\u30fb\u628a\u63e1\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u3082\u306e<\/strong><\/span>\u3067\u3059\u3002<\/p>\n<div class=\"ep-box bgc-VPsky\">\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/etl-tool\/\" target=\"_self\">ETL\u30c4\u30fc\u30eb\u5b8c\u5168\u30ac\u30a4\u30c9\uff01\u30aa\u30b9\u30b9\u30e1\u306e\u6709\u6599\u30fb\u7121\u6599\u30c4\u30fc\u30eb\u306e\u6bd4\u8f03\u3001\u4e0a\u624b\u306a\u9078\u3073\u65b9\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">ETL\u30c4\u30fc\u30eb\u306f\u3001\u73fe\u5728\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3044\u3066\u30cb\u30fc\u30ba\u304c\u9ad8\u307e\u3063\u3066\u3044\u308bBI\u30c4\u30fc\u30eb\u306a\u3069\u3092\u5229\u7528\u3059\u308b\u969b\u306b\u3001\u5fc5\u8981\u3068\u306a\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\r\n\r\nETL\u30c4\u30fc\u30eb\u304c\u3042\u308c\u3070\u3001\u4f01\u696d\u304c\u6301\u3064\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u3088\u304f\u7ba1\u7406\u30fb\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002\r\n[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/etl-tool\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"168\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/AdobeStock_441517999-375x168.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"ETL\u30c4\u30fc\u30eb\u5b8c\u5168\u30ac\u30a4\u30c9\uff01\u30aa\u30b9\u30b9\u30e1\u306e\u6709\u6599\u30fb\u7121\u6599\u30c4\u30fc\u30eb\u306e\u6bd4\u8f03\u3001\u4e0a\u624b\u306a\u9078\u3073\u65b9\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h4>\u53c2\u8003\uff1aHARBEST\u306e\u904b\u55b6\u4f1a\u793e<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u300cHARBEST\u300d\u3092\u904b\u55b6\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u682a\u5f0f\u4f1a\u793eEVERRISE\u3068\u3044\u3046\u4f01\u696d\u3067\u3059\u3002\u682a\u5f0f\u4f1a\u793eEVERRISE\u306f\u300cHARBEST\u300d\u4ee5\u5916\u306b\u3082CDP\u300cINTEGRAL-CORE\u300d\u3084\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a2\u30c9\u30b5\u30fc\u30d0\u30fc\u300cADmiral\u300d\u3068\u3044\u3063\u305f\u30b5\u30fc\u30d3\u30b9\u3082\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u307b\u304b\u3001\u30b7\u30b9\u30c6\u30e0\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u3084\u30c7\u30fc\u30bf\u7d71\u5408\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8\u30b5\u30fc\u30d3\u30b9\u306a\u3069\u3001\u4f01\u696d\u306eDX\u63a8\u9032\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>HARBEST\u304c\u30c7\u30fc\u30bf\u53d6\u5f97\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u4e3b\u306a\u5a92\u4f53<\/h3>\n<p>HARBEST\u306f\u3001\u5e83\u544a\u5a92\u4f53\u3060\u3051\u3067\u306a\u304fSNS\u306a\u3069\u8907\u6570\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068API\u9023\u643a\u304c\u53ef\u80fd\u3067\u3059\u3002\u73fe\u5728HARBEST\u304c\u9023\u643a\u3067\u304d\u308b\u5a92\u4f53\u4e00\u89a7\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<th style=\"width: 50%;\">\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u7a2e\u985e<\/th>\n<th style=\"width: 50%;\">\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u540d<\/th>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">Web\u5e83\u544a<\/td>\n<td style=\"width: 50%;\">\n<ul>\n<li>Google\u5e83\u544a<\/li>\n<li>YouTube<\/li>\n<li>Yahoo!\u691c\u7d22\u5e83\u544a<\/li>\n<li>YDN<\/li>\n<li>Twitter\u5e83\u544a<\/li>\n<li>Facebook\u5e83\u544a<\/li>\n<li>Instagram\u5e83\u544a<\/li>\n<li>Criteo<\/li>\n<li>Outbrain<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">SNS<\/td>\n<td style=\"width: 50%;\">\n<ul>\n<li>Twitter<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">\u305d\u306e\u4ed6<\/td>\n<td style=\"width: 50%;\">\n<ul>\n<li>Google\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>HARBEST\u304c\u9023\u643a\u3067\u304d\u308b\u5a92\u4f53\u306e\u5927\u534a\u306fWeb\u5e83\u544a\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u8907\u6570\u306eWeb\u5e83\u544a\u5a92\u4f53\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9\u304cHARBEST\u3092\u5c0e\u5165\u3059\u308b\u3068\u3001\u5de5\u6570\u524a\u6e1b\u304c\u671f\u5f85\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>Web\u5e83\u544a\u5a92\u4f53\u306b\u3064\u3044\u3066\u306f\u3001Google\u5e83\u544a\u3084Yahoo!\u5e83\u544a\u3001Facebook\u5e83\u544a\u306bTwitter\u5e83\u544a\u306a\u3069\u4e3b\u8981\u306a\u5a92\u4f53\u3092\u30ab\u30d0\u30fc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/lp.data-be.at\/ebook-looker-studio-reporting?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=text&amp;utm_content=ebook\" target=\"_blank\" rel=\"noopener\">\u3010\u7121\u6599eBook\u3011Looker Studio\u306b\u3088\u308b\u5e83\u544a\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u6d3b\u7528\u8853\uff1e\uff1e<\/a><\/p>\n<h2>\u300cHARBEST\u300d\u306e\u6599\u91d1\u4f53\u7cfb<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18466\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/08\/abebbd1dabbbfac74152049090b10d9a-1024x683.png\" alt=\"HARBEST\u306e\u6599\u91d1\u4f53\u7cfb\" width=\"1024\" height=\"683\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>HARBEST\u306e\u6599\u91d1\u4f53\u7cfb\u306b\u3064\u3044\u3066\u3001\u73fe\u5728\u516c\u5f0f\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u3067\u306f\u300c\u8a73\u7d30\u306f\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u300d\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001<span class=\"marker-thickYellow\"><strong>HARBEST\u306e\u6b63\u78ba\u306a\u6599\u91d1\u3092\u78ba\u8a8d\u3057\u305f\u3044\u65b9\u306f\u3001\u76f4\u63a5HARBEST\u3078\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/strong><\/span><\/p>\n<p>\u306a\u304a\u3001HARBEST\u304c\u6b63\u5f0f\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u5f53\u6642\u306f\u3001\u300c<strong>\u57fa\u672c\u6599\u91d110\u4e07\u5186+\u30a2\u30ab\u30a6\u30f3\u30c8\u6570\u306b\u5fdc\u3058\u305f\u8cbb\u7528<\/strong>\u300d\u3068\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u306e\u3067\u3001\u5c0e\u5165\u3092\u691c\u8a0e\u3055\u308c\u3066\u3044\u308b\u65b9\u306f\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u300cHARBEST\u300d\u306e5\u3064\u306e\u4e3b\u306a\u6a5f\u80fd\u3068\u7279\u5fb4<\/h2>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001HARBEST\u306e\u4e3b\u306a\u6a5f\u80fd\u3068\u7279\u5fb4\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002ETL\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3055\u308c\u3066\u3044\u308b\u65b9\u306f\u3001\u4ee5\u4e0b\u306e\u6a5f\u80fd\u3068\u7279\u5fb4\u3092\u78ba\u8a8d\u3057\u3066\u3001HARBEST\u304c\u81ea\u793e\u306b\u9069\u3057\u305f\u30c4\u30fc\u30eb\u304b\u3069\u3046\u304b\u5224\u65ad\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"HARBEST\u306e5\u3064\u306e\u4e3b\u306a\u6a5f\u80fd\u3068\u7279\u5fb4\">\n<ol>\n<li>\u4e3b\u306b\u5e83\u544a\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u53ce\u96c6<\/li>\n<li>\u53d6\u5f97\u30c7\u30fc\u30bf\u306e\u69d8\u3005\u306a\u8ee2\u9001\u30fb\u683c\u7d0d\u5148<\/li>\n<li>\u84c4\u7a4d\u3057\u305f\u30c7\u30fc\u30bf\u306f\u81ea\u7531\u306b\u6d3b\u7528\u53ef\u80fd<\/li>\n<li>\u30c7\u30fc\u30bf\u53d6\u5f97\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306f\u6700\u77ed1\u6642\u9593\u5358\u4f4d\u3067\u306e\u81ea\u7531\u306a\u8a2d\u5b9a\u304c\u53ef\u80fd<\/li>\n<li>HARBEST\u5c02\u7528API<\/li>\n<\/ol>\n<\/div>\n<h3>\u4e3b\u306a\u6a5f\u80fd1.\u4e3b\u306b\u5e83\u544a\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u53ce\u96c6<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-18467\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/08\/image4.png\" alt=\"\u4e3b\u306b\u5e83\u544a\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u53ce\u96c6\" width=\"400\" height=\"196\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1aHARBEST<\/span><\/p>\n<p><span class=\"marker-thickYellow\"><strong>HARBEST\u306f\u3001API\u9023\u643a\u306b\u3088\u3063\u3066\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u53d6\u5f97<\/strong><\/span>\u3057\u307e\u3059\u3002\u4e3b\u306a\u30c7\u30fc\u30bf\u53d6\u5f97\u5148\u306fGoogle\u5e83\u544a\u3084Yahoo!\u5e83\u544a\u3068\u3044\u3063\u305f\u5e83\u544a\u5a92\u4f53\u3067\u3059\u304c\u3001SNS\uff08Twitter\uff09\u3084Google\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u30c7\u30fc\u30bf\u3082\u53d6\u5f97\u3067\u304d\u308b\u306e\u304c\u3001HARBEST\u306e\u7279\u5fb4\u7684\u306a\u6a5f\u80fd\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u6bce\u65e5\u624b\u4f5c\u696d\u3067\u53d6\u5f97\u3059\u308b\u3068\u3001\u591a\u304f\u306e\u5de5\u6570\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u306f\u3082\u3061\u308d\u3093\u3001\u5165\u529b\u30df\u30b9\u3084\u8cbc\u308a\u4ed8\u3051\u30df\u30b9\u306a\u3069\u304c\u767a\u751f\u3057\u3001\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u30c1\u30a7\u30c3\u30af\u3084\u5206\u6790\u304c\u3067\u304d\u306a\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>HARBEST\u3092\u4f7f\u3048\u3070\u3001\u3053\u3046\u3057\u305f\u5de5\u6570\u524a\u6e1b\u3084\u30ea\u30b9\u30af\u3092\u56de\u907f\u3059\u308b\u3068\u3044\u3063\u305f\u52b9\u679c\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u4e3b\u306a\u6a5f\u80fd2.\u53d6\u5f97\u30c7\u30fc\u30bf\u306e\u69d8\u3005\u306a\u8ee2\u9001\u30fb\u683c\u7d0d\u5148<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-18468\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/08\/image3.png\" alt=\"\u4e3b\u306a\u6a5f\u80fd2.\u53d6\u5f97\u30c7\u30fc\u30bf\u306e\u69d8\u3005\u306a\u8ee2\u9001\u30fb\u683c\u7d0d\u5148 \" width=\"858\" height=\"480\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1aHARBEST<\/span><\/p>\n<p>HARBEST\u306f\u3001\u5e83\u544a\u5a92\u4f53\u306a\u3069\u306e\u5404\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3001\u3055\u307e\u3056\u307e\u306a\u74b0\u5883\u3078\u683c\u7d0d\u30fb\u8ee2\u9001\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u306e\u30c7\u30fc\u30bf\u683c\u7d0d\u5148\u3068\u3057\u3066\u30e1\u30b8\u30e3\u30fc\u306a\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u300cBigQuery\u300d\u306f\u3082\u3061\u308d\u3093\u306e\u3053\u3068\u3001Amazon S3\u3084Amazon Redshift\u306e\u307b\u304b\u3001\u5404\u7a2e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u3067\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>BigQuery\u306fGoogle\u88fd\u54c1\u3068\u76f8\u6027\u304c\u3088\u304f\u30b3\u30b9\u30c8\u3082\u6291\u3048\u3089\u308c\u307e\u3059\u304c\u3001\u3059\u3067\u306bAWS\u3084\u95a2\u9023\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9\u306f\u3001Amazon S3\u3084Amazon Redshift\u306e\u5229\u7528\u3092\u691c\u8a0e\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h3>\u4e3b\u306a\u6a5f\u80fd3.\u84c4\u7a4d\u3057\u305f\u30c7\u30fc\u30bf\u306f\u81ea\u7531\u306b\u6d3b\u7528\u53ef\u80fd<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18469\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/08\/image7-1024x203.png\" alt=\"\u4e3b\u306a\u6a5f\u80fd3.\u84c4\u7a4d\u3057\u305f\u30c7\u30fc\u30bf\u306f\u81ea\u7531\u306b\u6d3b\u7528\u53ef\u80fd\" width=\"1024\" height=\"203\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1aHARBEST<\/span><\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u5404\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089HARBEST\u306b\u3088\u3063\u3066\u53d6\u5f97\u30fb\u84c4\u7a4d\u3057\u305f\u30c7\u30fc\u30bf\u306f\u3001\u81ea\u793e\u306b\u5408\u3063\u305f\u74b0\u5883\u3067\u4fdd\u7ba1\u3057\u3001\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u3084\u5206\u6790\u306a\u3069\u81ea\u7531\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u5e83\u544a\u30c7\u30fc\u30bf\u306a\u3069\u306f\u3001\u4e00\u5b9a\u671f\u9593\u304c\u904e\u304e\u308b\u3068\u904e\u53bb\u306e\u60c5\u5831\u3092\u95b2\u89a7\u3067\u304d\u306a\u304f\u306a\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057HARBEST\u3092\u4f7f\u3063\u3066BigQuery\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u84c4\u7a4d\u3057\u3066\u304a\u3051\u3070\u3001\u3044\u3064\u3067\u3082\u5fc5\u8981\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u5fc5\u8981\u306a\u671f\u9593\u306e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u5e83\u544a\u904b\u7528\u3084SNS\u904b\u7528\u306a\u3069\u306f\u3001\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u53c2\u8003\u306b\u3057\u305f\u5206\u6790\u304c\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u306e\u3067\u3001HARBEST\u306b\u3088\u3063\u3066\u81ea\u52d5\u3067\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u84c4\u7a4d\u3067\u304d\u308b\u306e\u306f\u3001\u975e\u5e38\u306b\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>\u4e3b\u306a\u6a5f\u80fd4.\u30c7\u30fc\u30bf\u53d6\u5f97\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306f\u6700\u77ed1\u6642\u9593\u5358\u4f4d\u3067\u306e\u81ea\u7531\u306a\u8a2d\u5b9a\u304c\u53ef\u80fd<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>HARBEST\u306f\u3001\u5404\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089API\u9023\u643a\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u53d6\u5f97\u983b\u5ea6\u306f\u3001\u6700\u77ed1\u6642\u9593\u5358\u4f4d\u3067\u81ea\u7531\u306b\u8a2d\u5b9a\u3067\u304d\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u5e83\u544a\u3084SNS\u306e\u904b\u7528\u306f\u3001\u3053\u307e\u3081\u306a\u9032\u6357\u78ba\u8a8d\u304c\u5fc5\u8981\u3068\u306a\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u53d6\u5f97\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u81ea\u7531\u306b\u8a2d\u5b9a\u3067\u304d\u308b\u306e\u306f\u975e\u5e38\u306b\u5229\u4fbf\u6027\u304c\u9ad8\u3044\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u5e38\u306b\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3067\u304d\u308c\u3070\u3001\u4e0a\u5c64\u90e8\u3084\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3078\u306e\u63d0\u51fa\u306f\u3082\u3061\u308d\u3093\u3001\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u3092\u542b\u3081\u305f\u5206\u6790\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u5b9f\u65bd\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u4e3b\u306a\u6a5f\u80fd5.HARBEST\u5c02\u7528API<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>HARBEST\u306f\u3001\u5c02\u7528\u306eAPI\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30c7\u30fc\u30bf\u53d6\u5f97\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u81ea\u7531\u306b\u8a2d\u5b9a\u3067\u304d\u308b\u3001\u65e2\u5b58\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u5b9f\u65bd\u3067\u304d\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u5c02\u7528API\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308bHARBEST\u306a\u3089\u3001\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u3084\u5206\u6790\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u306b\u5408\u308f\u305b\u3066\u30c7\u30fc\u30bf\u53d6\u5f97\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u8a2d\u5b9a\u3067\u304d\u308b\u306e\u3067\u3001\u90fd\u5ea6\u30c7\u30fc\u30bf\u53d6\u5f97\u3092\u3059\u308b\u3068\u3044\u3063\u305f\u7121\u99c4\u306a\u5de5\u6570\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5e83\u544a\u30c7\u30fc\u30bfETL\u30c4\u30fc\u30eb\u300cHARBEST\u300d\u3092\u5229\u7528\u3059\u308b3\u3064\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18470\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/08\/2c85e0f4e7dc3c2ab6a5ca8213ca41fa-1024x683.png\" alt=\"\u5e83\u544a\u30c7\u30fc\u30bfETL\u30c4\u30fc\u30eb\u300cHARBEST\u300d\u3092\u5229\u7528\u3059\u308b3\u3064\u306e\u30e1\u30ea\u30c3\u30c8\" width=\"1024\" height=\"683\" \/><\/p>\n<p>\u591a\u6570\u3042\u308bETL\u30c4\u30fc\u30eb\u306e\u306a\u304b\u3067\u3001HARBEST\u3092\u5229\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002ETL\u30c4\u30fc\u30eb\u9078\u3073\u3067\u8ff7\u3063\u3066\u3044\u308b\u65b9\u306f\u3001\u4ee5\u4e0b\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"HARBEST\u3092\u5229\u7528\u3059\u308b3\u3064\u306e\u30e1\u30ea\u30c3\u30c8\">\n<ol>\n<li>\u5e83\u544a\u30fbSNS\u306a\u3069\u5e45\u5e83\u3044\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u9023\u643a\u3067\u304d\u308b<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u51fa\u529b\u5148\u306b\u8907\u6570\u306e\u9078\u629e\u80a2\u304c\u3042\u308b<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u306e\u67d4\u8edf\u6027\u304c\u9ad8\u3044<\/li>\n<\/ol>\n<\/div>\n<h3>\u30e1\u30ea\u30c3\u30c81.\u5e83\u544a\u30fbSNS\u306a\u3069\u5e45\u5e83\u3044\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u9023\u643a\u3067\u304d\u308b<\/h3>\n<p>HARBEST\u306f\u3001Web\u5e83\u544a\u3084SNS\uff08Twitter\uff09\u3001Google\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u9023\u643a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u5e83\u544a\u5a92\u4f53\u3084SNS\u306e\u307f\u306b\u7279\u5316\u3057\u305f\u30c4\u30fc\u30eb\u306f\u591a\u3044\u3067\u3059\u304c\u3001HARBEST\u306e\u3088\u3046\u306b\u5e45\u5e83\u3044\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc\u3057\u305f\u30c4\u30fc\u30eb\u306f\u305d\u308c\u307b\u3069\u591a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/span><\/p>\n<h3>\u30e1\u30ea\u30c3\u30c82.\u30c7\u30fc\u30bf\u306e\u51fa\u529b\uff08\u683c\u7d0d\uff09\u5148\u306b\u8907\u6570\u306e\u9078\u629e\u80a2\u304c\u3042\u308b<\/h3>\n<p>HARBEST\u306f\u3001\u30c7\u30fc\u30bf\u306e\u51fa\u529b\uff08\u683c\u7d0d\uff09\u5148\u3092\u81ea\u7531\u306b\u9078\u629e\u3067\u304d\u307e\u3059\u3002ETL\u30c4\u30fc\u30eb\u306e\u30c7\u30fc\u30bf\u51fa\u529b\u5148\u3068\u3044\u3048\u3070\u3001Google Cloud Platform\uff08GCP\uff09\u306eBigQuery\u306a\u3069\u304c\u6709\u540d\u3067\u3059\u3002<\/p>\n<p>\u3082\u3061\u308d\u3093<span class=\"marker-thickYellow\"><strong>HARBEST\u306fBigQuery\u306b\u30c7\u30fc\u30bf\u3092\u51fa\u529b\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u304c\u3001\u305d\u306e\u307b\u304b\u306b\u3082Amazon S3\u3084Amazon Redshift\u3084\u5404\u7a2e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u81ea\u793e\u306e\u65e2\u5b58\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u30b9\u30e0\u30fc\u30ba\u306b\u9023\u643a\u3057\u3084\u3059\u3044\u51fa\u529b\u5148\u3092\u9078\u3079\u307e\u3059\u3002<\/p>\n<h3>\u30e1\u30ea\u30c3\u30c83.\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u306e\u67d4\u8edf\u6027\u304c\u9ad8\u3044<\/h3>\n<p>HARBEST\u306f\u3001\u30c7\u30fc\u30bf\u306e\u9023\u643a\u5148\u3084\u51fa\u529b\u5148\u304c\u8c4a\u5bcc\u306a\u3053\u3068\u306f\u3082\u3061\u308d\u3093\u3001\u30c7\u30fc\u30bf\u53d6\u5f97\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u8abf\u6574\u304c\u53ef\u80fd\u3067\u3042\u308b\u306a\u3069\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u306e\u67d4\u8edf\u6027\u304c\u9ad8\u3044\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>HARBEST\u306f\u5c02\u7528\u306eAPI\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u305f\u3081\u30011\u6642\u9593\u5358\u4f4d\u3067\u30c7\u30fc\u30bf\u53d6\u5f97\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u8abf\u6574\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u307e\u305f\u3001API\u306e\u30c8\u30e9\u30d6\u30eb\u3084\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u306b\u95a2\u3059\u308b\u5bfe\u5fdc\u306f\u3059\u3079\u3066HARBEST\u5074\u3067\u5b9f\u65bd\u3055\u308c\u308b\u306e\u3067\u3001\u5b89\u5fc3\u3057\u3066\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5e83\u544a\u30c7\u30fc\u30bfETL\u30c4\u30fc\u30eb\u300cHARBEST\u300d\u306f\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18471\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/08\/1ab2e80d5a3523afc90f4d5a662c0d5e-1024x683.png\" alt=\"\u5e83\u544a\u30c7\u30fc\u30bfETL\u30c4\u30fc\u30eb\u300cHARBEST\u300d\u306f\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01\" width=\"1024\" height=\"683\" \/><\/p>\n<p>\u3053\u308c\u307e\u3067\u89e3\u8aac\u3057\u3066\u304d\u305f\u6a5f\u80fd\u3084\u7279\u5fb4\u30fb\u30e1\u30ea\u30c3\u30c8\u304b\u3089\u3001HARBEST\u306f\u3069\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\u306a\u306e\u304b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u5f53\u3066\u306f\u307e\u308b\u65b9\u306f\u3001HARBEST\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u3082\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>\u8907\u6570\u306e\u5e83\u544a\u5a92\u4f53\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>\u73fe\u5728\u3001Google\u5e83\u544a\u3084Yahoo!\u5e83\u544a\u306a\u3069\u8907\u6570\u306e\u5e83\u544a\u5a92\u4f53\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9\u306b\u3001HARBEST\u306f\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u4e3b\u8981\u306a\u5e83\u544a\u5a92\u4f53\u3068\u9023\u643a\u3067\u304d\u308bHARBEST\u306a\u3089\u3001\u5404\u5a92\u4f53\u306e\u30c7\u30fc\u30bf\u4fdd\u5b58\u304b\u3089\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u307e\u3067\u306e\u5de5\u6570\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>\u5e83\u544a\u904b\u7528\u3060\u3051\u3067\u306a\u304fSNS\u904b\u7528\u3082\u3057\u3066\u3044\u308b\u65b9<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>\u5e83\u544a\u904b\u7528\u3068\u3042\u308f\u305b\u3066SNS\u306e\u904b\u7528\u3082\u884c\u3063\u3066\u3044\u308b\u65b9\u306b\u3001HARBEST\u306f\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u9023\u643a\u3067\u304d\u308bSNS\u306fTwitter\u306e\u307f\u3068\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u300c\u5e83\u544a\u904b\u7528+Twitter\u904b\u7528\u300d\u3092\u3055\u308c\u3066\u3044\u308b\u65b9\u9650\u5b9a\u306b\u306f\u306a\u308a\u307e\u3059\u304c\u3001HARBEST\u3072\u3068\u3064\u3067\u3069\u3061\u3089\u306e\u30c7\u30fc\u30bf\u3082\u81ea\u52d5\u3067\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>Web\u5e83\u544a\u3068Twitter\u3092\u81ea\u793e\u3067\u540c\u6642\u306b\u904b\u7528\u3057\u3066\u3044\u308b\u65b9\u306f\u3001HARBEST\u306e\u5c0e\u5165\u306b\u3088\u3063\u3066\u5de5\u6570\u524a\u6e1b\u3092\u76ee\u6307\u3057\u3066\u307f\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>\u5e83\u544a\u306a\u3069\u306e\u30c7\u30fc\u30bf\u3092\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u84c4\u7a4d\u3057\u3066\u81ea\u793e\u7ba1\u7406\u3057\u305f\u3044\u65b9<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>Web\u5e83\u544a\u3084SNS\u3001Google\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u30c7\u30fc\u30bf\u3092BigQuery\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u84c4\u7a4d\u3057\u3001\u81ea\u793e\u3067\u7ba1\u7406\u3057\u305f\u3044\u65b9\u306b\u3082HARBEST\u306f\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u5e83\u544a\u3084SNS\u3001Google\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u30c7\u30fc\u30bf\u306f\u3055\u307e\u3056\u307e\u306a\u6d3b\u7528\u65b9\u6cd5\u304c\u3042\u308a\u3001\u4f01\u696d\u306b\u3068\u3063\u3066\u3068\u3066\u3082\u8cb4\u91cd\u306a\u3082\u306e\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u6b63\u3057\u3044\u65b9\u6cd5\u3067\u84c4\u7a4d\u3057\u3066\u304a\u304b\u306a\u3044\u3068\u3001\u53e4\u3044\u30c7\u30fc\u30bf\u306f\u3069\u3093\u3069\u3093\u6d88\u3048\u3066\u3057\u307e\u3046\u306e\u3067\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3092\u4f7f\u3063\u3066\u84c4\u7a4d\u3057\u3066\u3044\u304f\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u624b\u52d5\u3067\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3059\u308b\u306e\u306f\u975e\u52b9\u7387\u306a\u305f\u3081\u3001HARBEST\u306e\u3088\u3046\u306aETL\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u3066\u81ea\u52d5\u5316\u3057\u3066\u3057\u307e\u3046\u306e\u304c\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u300cHARBEST\u300d\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u7591\u554fQ&amp;A<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18472\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/08\/a6000a9b6dffa1ac1919a7a1ffeb3480-1024x683.png\" alt=\"\u300cHARBEST\u300d\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u7591\u554fQ&amp;A\" width=\"1024\" height=\"683\" \/><\/p>\n<p>HARBEST\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u7591\u554f\u3092\u3001Q&amp;A\u5f62\u5f0f\u3067\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>HARBEST\u306f\u7533\u3057\u8fbc\u3093\u3060\u3089\u3059\u3050\u4f7f\u3048\u308b\uff1f<\/h3>\n<p>HARBEST\u306e\u5c0e\u5165\u30fb\u5229\u7528\u958b\u59cb\u307e\u3067\u306e\u30d5\u30ed\u30fc\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<ol>\n<li>\u30d2\u30a2\u30ea\u30f3\u30b0<\/li>\n<li>\u5c0e\u5165\u6c7a\u5b9a\/\u5951\u7d04\u66f8\u7de0\u7d50<\/li>\n<li>\u30a2\u30ab\u30a6\u30f3\u30c8\u60c5\u5831\u767b\u9332\/\u767a\u884c<\/li>\n<li>\u5c0e\u5165\u74b0\u5883\u306e\u6574\u5099<\/li>\n<li>\u5229\u7528\/\u5951\u7d04\u958b\u59cb<\/li>\n<\/ol>\n<\/div>\n<p><strong>HARBEST\u306e\u5c02\u7528\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u767a\u884c\u306b\u306f1\u301c3\u55b6\u696d\u65e5\u304b\u304b\u308b<\/strong>\u305f\u3081\u3001\u7533\u8fbc\u307f\u304b\u3089\u5229\u7528\u958b\u59cb\u307e\u3067\u306f\u6700\u77ed\u3067\u3082\u4e00\u9031\u9593\u7a0b\u5ea6\u4f59\u88d5\u3092\u898b\u3066\u304a\u3044\u305f\u65b9\u304c\u3088\u3044\u3067\u3057\u3087\u3046\u3002<br \/>\n\u307e\u305f\u3001\u5c0e\u5165\u74b0\u5883\u3084\u5229\u7528\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u3088\u3063\u3066\u306f\u3001\u3055\u3089\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>HARBEST\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u306f\u5b58\u5728\u3059\u308b\uff1f<\/h3>\n<p>HARBEST\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u304c\u5b58\u5728\u3059\u308b\u304b\u3069\u3046\u304b\u306b\u3064\u3044\u3066\u3001\u516c\u5f0f\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u4e0a\u3067\u306f\u78ba\u8a8d\u3067\u304d\u307e\u305b\u3093\u3002\u6c17\u306b\u306a\u308b\u65b9\u306f\u3001\u76f4\u63a5\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>HARBEST\u3067\u6ce8\u610f\u3059\u308b\u3079\u304d\u70b9\u306f\uff1f<\/h3>\n<p>\u3053\u308c\u304b\u3089HARBEST\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3055\u308c\u3066\u3044\u308b\u65b9\u306f\u3001\u4ee5\u4e0b\u306e\u70b9\u306b\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u30001.\u30c7\u30fc\u30bf\u9023\u643a\u5148\u306f\u591a\u304f\u306a\u3044<\/h4>\n<p><strong>HARBEST\u306f\u5e83\u544a\u5a92\u4f53\u3084SNS\u306a\u3069\u3068\u9023\u643a\u3067\u304d\u307e\u3059\u304c\u3001\u305d\u306e\u9023\u643a\u6570\u306f\u6c7a\u3057\u3066\u591a\u304f\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/p>\n<p>\u3082\u3063\u3068\u3082\u9023\u643a\u5148\u304c\u591a\u3044Web\u5e83\u544a\u5a92\u4f53\u3067\u3082\u4e00\u6841\u3001SNS\u306fTwitter\u306e\u307f\u3067\u3059\u3002\u672a\u5bfe\u5fdc\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9\u304cHARBEST\u3092\u5c0e\u5165\u3059\u308b\u3068\u3001\u9023\u643a\u3067\u304d\u306a\u3044\u30b5\u30fc\u30d3\u30b9\u306e\u30c7\u30fc\u30bf\u3092\u624b\u4f5c\u696d\u3067\u8ffd\u52a0\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u305a\u3001\u4f59\u8a08\u306a\u5de5\u6570\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n<p><strong>HARBEST\u304c\u9023\u643a\u3067\u304d\u306a\u3044\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9\u306f\u3001\u3088\u308a\u591a\u304f\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u9023\u643a\u3067\u304d\u308b\u30c4\u30fc\u30eb\u306a\u3069\u3082\u691c\u8a0e\u3057\u3066\u307f\u305f\u307b\u3046\u304c\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/strong><\/p>\n<h4 class=\"icon-checkbox-checked\">\u30002.\u30ec\u30dd\u30fc\u30c8\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u304c\u306a\u3044<\/h4>\n<p>HARBEST\u306f\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u96c6\u8a08\u3057\u3001\u51fa\u529b\u3067\u304d\u307e\u3059\u304c<strong>\u30ec\u30dd\u30fc\u30c8\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/p>\n<p>\u3067\u3059\u304b\u3089\u3001\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u3084\u5206\u6790\u3092\u884c\u3046\u306b\u306f\u3001\u3042\u3089\u304b\u3058\u3081Excel\u3084Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306a\u3069\u3067\u30ec\u30dd\u30fc\u30c8\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u30ec\u30dd\u30fc\u30c8\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306f\u3001\u63d0\u51fa\u3059\u308b\u76f8\u624b\u306b\u3088\u3063\u3066\u6700\u9069\u306a\u30ec\u30a4\u30a2\u30a6\u30c8\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u8907\u6570\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u4f5c\u6210\u3092\u8981\u6c42\u3055\u308c\u308b\u30b7\u30fc\u30f3\u304c\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p><strong>\u30ec\u30dd\u30fc\u30c8\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u4f5c\u6210\u306b\u81ea\u4fe1\u306e\u306a\u3044\u65b9\u306f\u3001\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u4ed8\u304d\u306e\u30c4\u30fc\u30eb\u3082\u3042\u308f\u305b\u3066\u691c\u8a0e\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/strong><\/p>\n<h4 class=\"icon-checkbox-checked\">\u30003.\u8cbb\u7528\u304c\u9ad8\u3044<\/h4>\n<p><strong>\u73fe\u6642\u70b9\u3067\u306eHARBEST\u306e\u6599\u91d1\u4f53\u7cfb\u306f\u4e0d\u660e\u3067\u3059\u304c\u3001\u30ea\u30ea\u30fc\u30b9\u5f53\u6642\u306e\u300c\u57fa\u672c\u6599\u91d110\u4e07\u5186+\u30a2\u30ab\u30a6\u30f3\u30c8\u6570\u306b\u5fdc\u3058\u305f\u8cbb\u7528\u300d\u3060\u3068\u4eee\u5b9a\u3057\u305f\u5834\u5408\u3001\u3084\u3084\u8cbb\u7528\u304c\u9ad8\u3044\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/strong><\/p>\n<p>\u57fa\u672c\u6599\u91d1\u3068\u3057\u3066\u6700\u4f4e10\u4e07\u5186\u304c\u304b\u304b\u308a\u3001\u3055\u3089\u306b\u30a2\u30ab\u30a6\u30f3\u30c8\u6570\u306b\u5fdc\u3058\u3066\u6599\u91d1\u304c\u30a2\u30c3\u30d7\u3059\u308b\u3068\u306a\u308b\u3068\u3001\u4e00\u822c\u7684\u306a\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u30c4\u30fc\u30eb\u3088\u308a\u304b\u306a\u308a\u30b3\u30b9\u30c8\u304c\u304b\u304b\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>HARBEST\u3068\u4f75\u305b\u3066\u6bd4\u8f03\u691c\u8a0e\u3057\u305f\u3044\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u30c4\u30fc\u30eb3\u9078<\/h2>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001HARBEST\u3068\u4f75\u305b\u3066\u6bd4\u8f03\u691c\u8a0e\u3057\u305f\u3044\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>HARBEST\u306f\u5e83\u544a\u5a92\u4f53\u4ee5\u5916\u306bSNS\u3084Google\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3068\u3082\u9023\u643a\u3067\u304d\u307e\u3059\u304c\u3001\u4eca\u56de\u306f\u3082\u3063\u3068\u3082\u9023\u643a\u6570\u306e\u591a\u3044\u5e83\u544a\u5a92\u4f53\u306b\u7126\u70b9\u3092\u7d5e\u308a\u3001\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u306e\u3067\u3001\u5e83\u544a\u904b\u7528\u5de5\u6570\u3092\u524a\u6e1b\u3057\u305f\u3044\u65b9\u306f\u305c\u3072\u53c2\u8003\u306b\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>HARBEST\u3068\u4f75\u305b\u3066\u6bd4\u8f03\u691c\u8a0e\u3057\u305f\u3044\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u30c4\u30fc\u30eb\u307e\u3068\u3081<\/h3>\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<th style=\"width: 33.3333%;\">\u30c4\u30fc\u30eb\u540d<\/th>\n<th style=\"width: 33.3333%;\">\u7279\u5fb4<\/th>\n<th style=\"width: 33.3333%;\">\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081<\/th>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\">Databeat<\/td>\n<td style=\"width: 33.3333%;\">\u9023\u643a\u5a92\u4f53\u6570\u304c\u591a\u3044<\/td>\n<td style=\"width: 33.3333%;\">\u8907\u6570\u306e\u5e83\u544a\u5a92\u4f53\u3092\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\">Lisket<\/td>\n<td style=\"width: 33.3333%;\">\u30b7\u30f3\u30d7\u30eb\u306a\u30ec\u30dd\u30fc\u30c8\u30c4\u30fc\u30eb<\/td>\n<td style=\"width: 33.3333%;\">\u30b7\u30f3\u30d7\u30eb\u3067\u5b89\u3044\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\">glu<\/td>\n<td style=\"width: 33.3333%;\">\u30e1\u30fc\u30eb\u9001\u4fe1\u30a2\u30e9\u30fc\u30c8\u6a5f\u80fd\u304c\u4fbf\u5229<\/td>\n<td style=\"width: 33.3333%;\">\u5e83\u544a\u306e\u9032\u6357\u3092\u5e38\u6642\u76e3\u8996\u3067\u304d\u306a\u3044\u65b9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4eca\u56de\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\u3057\u305f3\u3064\u306e\u30c4\u30fc\u30eb\u306f\u3001\u3069\u308c\u3082\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306b\u7279\u5316\u3057\u305f\u30c4\u30fc\u30eb\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001HARBEST\u306b\u6bd4\u3079\u3066\u9023\u643a\u3067\u304d\u308b\u5e83\u544a\u5a92\u4f53\u6570\u304c\u591a\u3044\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u84c4\u7a4d\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30ec\u30dd\u30fc\u30c8\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u7528\u3044\u3066\u51fa\u529b\u3067\u304d\u308b\u70b9\u3082\u3001HARBEST\u3068\u306f\u7570\u306a\u308b\u70b9\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u3053\u3068\u304b\u3089\u3001<span class=\"marker-thickYellow\"><strong>Web\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u3084\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u30e1\u30a4\u30f3\u3068\u3059\u308b\u306e\u3067\u3042\u308c\u3070\u3001HARBEST\u3088\u308a\u3082\u3053\u308c\u3089\u306e\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h3>Databeat<\/h3>\n<p><a href=\"https:\/\/www.data-be.at\/?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=screenshot&amp;utm_content=top\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-19651\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2024\/11\/4b1f6b066f72daec0a0a60240f584b16-768x434.png\" alt=\"Databeat\" width=\"1024\" height=\"661\" \/><\/a><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.data-be.at\/?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=text&amp;utm_content=top\" target=\"_blank\" rel=\"noopener\">Databeat<\/a><\/span><\/p>\n<p>Databeat\u306f\u3001\u30a2\u30b8\u30c8\u682a\u5f0f\u4f1a\u793e\u304c\u958b\u767a\u30fb\u63d0\u4f9b\u3059\u308b\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u7279\u5fb4<\/h4>\n<p>Databeat\u306e\u3082\u3063\u3068\u3082\u7279\u5fb4\u7684\u306a\u90e8\u5206\u306f\u3001\u9023\u643a\u53ef\u80fd\u306a\u5e83\u544a\u5a92\u4f53\u306e\u6570\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>2025\u5e7411\u6708<\/strong><strong>\u73fe\u5728\u300140\u4ee5\u4e0a\u306e\u5e83\u544a\u5a92\u4f53\u3084\u8a08\u6e2c\u30c4\u30fc\u30eb\u3068\u9023\u643a\u304c\u53ef\u80fd\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\uff08\u672a\u5bfe\u5fdc\u5a92\u4f53\u306fCSV\u30d5\u30a1\u30a4\u30eb\u3067\u30a4\u30f3\u30dd\u30fc\u30c8\u53ef\u80fd\uff09<\/strong><\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-20509 size-full\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2024\/08\/DataConnect_img_01.png\" alt=\"\u9023\u643a\u5a92\u4f53\u4e00\u89a7\" width=\"768\" height=\"527\" \/><\/p>\n<p>\u307e\u305f\u3001<strong>\u3059\u3079\u3066\u306e\u5e83\u544a\u5a92\u4f53\u306e\u3059\u3079\u3066\u306e\u6307\u6a19\u3092\u6bce\u65e5\u53d6\u5f97\u30fb\u66f4\u65b0<\/strong>\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e5\u3005\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u308b\u306e\u3082\u5927\u304d\u306a\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001Databeat\u306f\u5404\u5a92\u4f53\u304b\u3089<strong>\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092BigQuery\u306b\u84c4\u7a4d\u3059\u308b\u969b\u3001\u6307\u6a19\u3092\u81ea\u52d5\u3067\u6574\u5f62<\/strong>\u3059\u308b\u6a5f\u80fd\u3082\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u8907\u6570\u5a92\u4f53\u3092\u904b\u7528\u3057\u3066\u3044\u308b\u30b7\u30fc\u30f3\u3067\u306f\u5a92\u4f53\u9593\u306e\u6bd4\u8f03\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u5b9f\u65bd\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u52a0\u3048\u3066\u3001Databeat\u306b\u306f<span class=\"marker-thickYellow\"><strong>Excel\u3084Looker Studio\u306e\u30ec\u30dd\u30fc\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304c\u8c4a\u5bcc\u306b\u7528\u610f<\/strong><\/span>\u3055\u308c\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u5c0e\u5165\u5f8c\u3059\u3050\u306b\u898b\u3084\u3059\u304f\u308f\u304b\u308a\u3084\u3059\u3044\u30ec\u30dd\u30fc\u30c8\u3092\u751f\u6210\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18475\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/08\/image10-1024x559.png\" alt=\"Databeat Explore\u306eLooker Studio\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\" width=\"1024\" height=\"559\" \/><\/p>\n<p>\u306a\u304a\u3001Databeat\u306f<strong>Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u51fa\u529b\u3082\u53ef\u80fd<\/strong>\u3068\u306a\u3063\u3066\u304a\u308a\u3001Excel\u3084Looker Studio\u3092\u4f7f\u3063\u305f\u30ec\u30dd\u30fc\u30c8\u3068\u306f\u5225\u306b\u3001\u5168\u4f53\u306e\u9032\u6357\u7ba1\u7406\u7528\u3068\u3057\u3066\u30c7\u30fc\u30bf\u3092\u51fa\u529b\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-zoom-in\">\u3000HARBEST\u3068\u306e\u9055\u3044<\/h4>\n<p>HARBEST\u3068Databeat\u306e\u9055\u3044\u306f\u4ee5\u4e0b\u306e3\u70b9\u3067\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<ul>\n<li>Databeat\u306e\u65b9\u304c\u9023\u643a\u5a92\u4f53\u6570\u304c\u591a\u3044<\/li>\n<li>Databeat\u306f\u6307\u6a19\u6574\u5f62\u6a5f\u80fd\u304c\u3042\u308b\u306e\u3067\u5a92\u4f53\u9593\u306e\u6bd4\u8f03\u304c\u5bb9\u6613\u306b\u306a\u308b<\/li>\n<li>Databeat\u306f\u30ec\u30dd\u30fc\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304c\u8c4a\u5bcc<\/li>\n<\/ul>\n<\/div>\n<p>Web\u5e83\u544a\u904b\u7528\u3092\u30e1\u30a4\u30f3\u306b\u8003\u3048\u305f\u5834\u5408\u3001\u7279\u306b\u9023\u643a\u5a92\u4f53\u6570\u306f\u91cd\u8981\u3067\u3059\u3002\u9023\u643a\u3067\u304d\u306a\u3044\u5a92\u4f53\u304c\u3042\u308b\u3068\u3001\u624b\u4f5c\u696d\u3067\u306e\u30c7\u30fc\u30bf\u52a0\u5de5\u3084\u8ffd\u52a0\u304c\u5fc5\u8981\u3068\u306a\u3063\u3066\u3057\u307e\u3046\u305f\u3081\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>Databeat\u306f39\u30b5\u30fc\u30d3\u30b9\u3068\u975e\u5e38\u306b\u591a\u3044\u9023\u643a\u5a92\u4f53\u6570\u3068\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u4e8b\u696d\u4e3b\u306e\u65b9\u306f\u3082\u3061\u308d\u3093\u3001\u5e83\u544a\u904b\u7528\u3092\u4ee3\u884c\u3059\u308b\u4ee3\u7406\u5e97\u306e\u65b9\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u3067\u3057\u3087\u3046\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-pushpin\">\u3000\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Databeat\u306f\u3001\u591a\u6570\u306e\u5e83\u544a\u5a92\u4f53\u3092\u53d6\u308a\u6271\u3046\u5e83\u544a\u4ee3\u7406\u5e97\u306e\u65b9\u306b\u7279\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u5e83\u544a\u4ee3\u7406\u5e97\u306f\u3001\u6a5f\u68b0\u7684\u306b\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u5e83\u544a\u904b\u7528\u3092\u4ee3\u884c\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u9032\u6357\u78ba\u8a8d\u306e\u305f\u3081\u306e\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3084\u5206\u6790\u30fb\u6539\u5584\u3082\u696d\u52d9\u306e\u4e00\u74b0\u3067\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u3084\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306b\u6642\u9593\u3092\u53d6\u3089\u308c\u3066\u3044\u3066\u306f\u3001\u6ce8\u529b\u3059\u3079\u304d\u5206\u6790\u306b\u6642\u9593\u3092\u5272\u3051\u307e\u305b\u3093\u3002<\/p>\n<p>Databeat\u3067\u5e83\u544a\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3084\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3092\u81ea\u52d5\u5316\u3057\u3066\u3001PDCA\u3092\u56de\u3059\u3053\u3068\u306b\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.data-be.at\/?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=text&amp;utm_content=top\" target=\"_blank\" rel=\"noopener\">https:\/\/www.data-be.at\/<\/a><\/p>\n<h3>Lisket<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18476\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/08\/image2-1024x552.png\" alt=\"Lisket\" width=\"1024\" height=\"552\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/lisket.jp\/\" target=\"_blank\" rel=\"noopener\">Lisket<\/a><\/span><\/p>\n<p>Lisket\u306f\u3001\u682a\u5f0f\u4f1a\u793e\u30ab\u30eb\u30c6\u30c3\u30c8\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30ba\u304c\u958b\u767a\u30fb\u63d0\u4f9b\u3059\u308b\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u4f5c\u6210\u3068\u4e88\u7b97\u7ba1\u7406\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Lisket\u306f\u3001\u5fc5\u8981\u306a\u9805\u76ee\u3092\u9078\u629e\u3059\u308b\u3060\u3051\u3067\u3001\u30b7\u30f3\u30d7\u30eb\u306a\u30ec\u30dd\u30fc\u30c8\u3092\u7c21\u5358\u306b\u751f\u6210\u3067\u304d\u307e\u3059\u3002\u751f\u6210\u3057\u305f\u30ec\u30dd\u30fc\u30c8\u306fExcel\u5f62\u5f0f\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u304c\u53ef\u80fd\u3067\u3001\u305d\u306e\u307e\u307e\u5171\u6709\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u307e\u305f\u3001\u8907\u6570\u306e\u5e83\u544a\u5a92\u4f53\u306e\u4e88\u7b97\u9032\u6357\u7ba1\u7406\u3092\u4e00\u753b\u9762\u3067\u3067\u304d\u308b\u306e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u5a92\u4f53\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u30b7\u30fc\u30f3\u3067\u975e\u5e38\u306b\u4fbf\u5229\u3067\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u3054\u3068\u306e\u904b\u7528\u72b6\u6cc1\u3084\u4e88\u7b97\u306b\u3064\u3044\u3066\u3082\u81ea\u52d5\u8a08\u7b97\u3067\u304d\u308b\u306e\u3067\u3001\u65e5\u3005\u306e\u904b\u7528\u72b6\u6cc1\u306b\u554f\u984c\u304c\u306a\u3044\u304b\u3092\u7c21\u5358\u306b\u30c1\u30a7\u30c3\u30af\u3057\u3084\u3059\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<h4 class=\"icon-zoom-in\">\u3000HARBEST\u3068\u306e\u9055\u3044<\/h4>\n<p>HARBEST\u3068Lisket\u306e\u9055\u3044\u306f\u4ee5\u4e0b\u306e3\u70b9\u3067\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<ul>\n<li>Lisket\u306e\u65b9\u304c\u9023\u643a\u5a92\u4f53\u6570\u304c\u591a\u3044<\/li>\n<li>Lisket\u306f\u4e88\u7b97\u9032\u6357\u7ba1\u7406\u304c\u3067\u304d\u308b<\/li>\n<li>Lisket\u306fExcel\u306e\u30ec\u30dd\u30fc\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304c\u3042\u308b<\/li>\n<\/ul>\n<\/div>\n<p>Lisket\u306f\u3001\u5148\u306b\u7d39\u4ecb\u3057\u305fDatabeat Explore\u307b\u3069\u3067\u306f\u306a\u3044\u3082\u306e\u306e\u3001HARBEST\u3088\u308a\u306f\u9023\u643a\u5a92\u4f53\u6570\u304c\u591a\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001<strong>\u4e88\u7b97\u9032\u6357\u7387\u3092\u7ba1\u7406\u3059\u308b\u6a5f\u80fd\u3084\u3001Excel\u5f62\u5f0f\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3059\u3050\u306b\u5229\u7528\u3067\u304d\u308b\u30ec\u30dd\u30fc\u30c8\u304c\u3042\u308b<\/strong>\u3053\u3068\u3082\u3001Lisket\u3068HARBEST\u306e\u5927\u304d\u306a\u9055\u3044\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h4 class=\"icon-pushpin\">\u3000\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Lisket\u306f\u3001\u30b7\u30f3\u30d7\u30eb\u306a\u30ec\u30dd\u30fc\u30c8\u3068\u4e88\u7b97\u7ba1\u7406\u3092\u91cd\u8996\u3059\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>Excel\u5f62\u5f0f\u3067\u3057\u304b\u30ec\u30dd\u30fc\u30c8\u3092\u51fa\u529b\u3067\u304d\u307e\u305b\u3093\u304c\u3001\u4f4e\u30b3\u30b9\u30c8\u3067\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u5de5\u6570\u3092\u524a\u6e1b\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306f\u3001\u4f7f\u3044\u3084\u3059\u3044\u30c4\u30fc\u30eb\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u307e\u305f\u3001\u4e88\u7b97\u306e\u9032\u6357\u7387\u3084\u6b8b\u9ad8\u306a\u3069\u4e88\u7b97\u306b\u7279\u5316\u3057\u305f\u6a5f\u80fd\u304c\u3042\u308b\u306e\u3067\u3001\u8907\u6570\u306e\u5e83\u544a\u3092\u904b\u7528\u3057\u3066\u3044\u3066\u4e88\u7b97\u7ba1\u7406\u3092\u3057\u3063\u304b\u308a\u884c\u3044\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/lisket.jp\/\" target=\"_blank\" rel=\"noopener\">https:\/\/lisket.jp\/<\/a><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aLisket\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/lisket\/\" target=\"_self\">WEB\u5e83\u544a\u904b\u7528\u30b5\u30dd\u30fc\u30c8\u30c4\u30fc\u30eb\u300cLisket\u300d\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\u3001\u6599\u91d1\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">WEB\u5e83\u544a\u306e\u904b\u7528\u3092\u884c\u3046\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u4f5c\u696d\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u5e83\u544a\u306e\u6210\u679c\u3092\u6700\u5927\u5316\u3055\u305b\u308b\u306b\u306f\u3001\u3055\u3089\u306b\u591a\u304f\u306e\u624b\u9593\u304c\u304b\u304b\u308b\u305f\u3081\u3001\u8907\u6570\u306e\u5e83\u544a\u5a92\u4f53\u3092\u5229\u7528\u3059\u308b\u30b7\u30fc\u30f3\u3067\u306f\u3001\u81ea\u793e\u306e\u30ea\u30bd\u30fc\u30b9\u4e0d\u8db3\u306b\u60a9\u307e\u3055\u308c\u308b\u3068\u3044\u3063\u305f\u3053\u3068\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002\r\n\r\n\u3057\u304b\u3057\u305d\u3046[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/lisket\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Clean-Work-Place-Blog-Banner-18-1-375x211.png\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"WEB\u5e83\u544a\u904b\u7528\u30b5\u30dd\u30fc\u30c8\u30c4\u30fc\u30eb\u300cLisket\u300d\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\u3001\u6599\u91d1\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>glu<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18477\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/08\/image8-1024x553.png\" alt=\"glu\" width=\"1024\" height=\"553\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/glu.atara.co.jp\/\" target=\"_blank\" rel=\"noopener\">glu<\/a><\/span><\/p>\n<p>glu\u306f\u3001\u30a2\u30bf\u30e9\u5408\u540c\u4f1a\u793e\u304c\u958b\u767a\u30fb\u63d0\u4f9b\u3059\u308b\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>glu\u306f\u3001\u96c6\u7d04\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30b5\u30fc\u30d3\u30b9\u5225\u3084\u7d44\u7e54\u5225\u3001\u30e1\u30c7\u30a3\u30a2\u5225\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u5207\u308a\u53e3\u3067\u96c6\u8a08\u3067\u304d\u308b\u30c0\u30a4\u30b9\u6a5f\u80fd\u304c\u7279\u5fb4\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>Excel\u5f62\u5f0f\u306e\u30ec\u30dd\u30fc\u30c8\u306f\u30ef\u30f3\u30bf\u30c3\u30c1\u3067\u51fa\u529b\u3067\u304d\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30ec\u30dd\u30fc\u30c8\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u307b\u304b\u3001\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u306f\u306a\u308a\u307e\u3059\u304c\u30ec\u30dd\u30fc\u30c8\u306e\u751f\u6210\u3084\u30e1\u30fc\u30eb\u9001\u4fe1\u3092\u81ea\u52d5\u5316\u3059\u308b\u6a5f\u80fd\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-zoom-in\">\u3000HARBEST\u3068\u306e\u9055\u3044<\/h4>\n<p>HARBEST\u3068glu\u306e\u9055\u3044\u306f\u4ee5\u4e0b\u306e3\u70b9\u3067\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<ul>\n<li>glu\u306e\u65b9\u304c\u9023\u643a\u5a92\u4f53\u6570\u304c\u591a\u3044<\/li>\n<li>glu\u306f\u5916\u90e8\u30c4\u30fc\u30eb\u3068\u9023\u643a\u304c\u3067\u304d\u308b<\/li>\n<li>glu\u306f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306aExcel\u306e\u30ec\u30dd\u30fc\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304c\u3042\u308b<\/li>\n<\/ul>\n<\/div>\n<p>glu\u3082\u3001HARBEST\u306b\u6bd4\u3079\u3066\u975e\u5e38\u306b\u591a\u304f\u306e\u5a92\u4f53\u3068\u9023\u643a\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001BI\u30c4\u30fc\u30eb\u3068\u9023\u643a\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>Excel\u5f62\u5f0f\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306f\u305d\u306e\u307e\u307e\u4f7f\u3048\u307e\u3059\u304c\u3001\u597d\u307f\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u4f5c\u308a\u66ff\u3048\u3066\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u73fe\u5728\u4f7f\u7528\u3057\u3066\u3044\u308b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u305d\u306e\u307e\u307e\u4f7f\u3046\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u307b\u304b\u3001<span class=\"marker-thickYellow\"><strong>\u76ee\u6a19KPI\u3092\u8a2d\u5b9a\u3057\u3066\u304a\u304d\u30a2\u30e9\u30fc\u30c8\u6a5f\u80fd\u3092\u4f7f\u3048\u3070\u3001\u5927\u5e45\u306a\u5909\u5316\u306b\u3044\u3061\u65e9\u304f\u6c17\u4ed8\u304f\u3068\u3044\u3063\u305f\u3053\u3068\u3082\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-pushpin\">\u3000\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>glu\u306f\u3001\u5e83\u544a\u30c7\u30fc\u30bf\u3092\u67d4\u8edf\u306b\u6d3b\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u793e\u5185\u3067\u5229\u7528\u3059\u308b\u30ec\u30dd\u30fc\u30c8\u3001\u793e\u5916\u3078\u306e\u30ec\u30dd\u30fc\u30c8\u306a\u3069\u5fc5\u8981\u306a\u30b7\u30fc\u30f3\u306b\u5fdc\u3058\u3066\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308c\u3070\u3001\u7528\u9014\u306b\u5408\u3063\u305f\u30ec\u30dd\u30fc\u30c8\u3092\u7c21\u5358\u306b\u751f\u6210\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u307e\u305f\u3001glu\u304c\u96c6\u7d04\u3057\u305f\u30c7\u30fc\u30bf\u3092BI\u30c4\u30fc\u30eb\u3068\u9023\u643a\u3057\u3066\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u5168\u4f53\u306e\u5206\u6790\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/glu.atara.co.jp\/\" target=\"_blank\" rel=\"noopener\">https:\/\/glu.atara.co.jp\/<\/a><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aglu\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/glu\/\" target=\"_self\">\u904b\u7528\u578b\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u300cglu\u300d\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\u3001\u6599\u91d1\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">WEB\u5e83\u544a\u306f\u3001\u81ea\u793e\u5546\u54c1\u306e\u8a8d\u77e5\u3084\u8ca9\u58f2\u306b\u5927\u304d\u304f\u8ca2\u732e\u3067\u304d\u308b\u624b\u6cd5\u306e\u3072\u3068\u3064\u3067\u3059\u3002\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304c\u666e\u53ca\u3057\u305f\u73fe\u5728\u3067\u306f\u3001\u4f01\u696d\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306b\u304a\u3051\u308b\u91cd\u8981\u306a\u624b\u6cd5\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001WEB\u5e83\u544a\u3092\u904b\u7528\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u904b\u7528\u30ea\u30bd\u30fc\u30b9\u306e\u4e0d\u8db3\u3084\u601d\u3046\u3088\u3046\u306a\u6210\u679c\u304c\u5f97\u3089[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/glu\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Clean-Work-Place-Blog-Banner-21-1-375x211.png\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\u904b\u7528\u578b\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u300cglu\u300d\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\u3001\u6599\u91d1\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<div><\/div>\n<h2>\u81ea\u793e\u306b\u5408\u3063\u305f\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u4f5c\u6210\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u30763\u3064\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18479\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/08\/14c3759940b835efd3732ed5874edba2-1024x683.png\" alt=\"\u81ea\u793e\u306b\u5408\u3063\u305f\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u4f5c\u6210\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u30763\u3064\u306e\u30dd\u30a4\u30f3\u30c8\" width=\"1024\" height=\"683\" \/><\/p>\n<p>\u304a\u3059\u3059\u3081\u306e\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u4f5c\u6210\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u304c\u3001\u6700\u5f8c\u306b\u81ea\u793e\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u9078\u3076\u30dd\u30a4\u30f3\u30c8\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u308c\u304b\u3089\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u4f5c\u6210\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u65b9\u306f\u3001\u4ee5\u4e0b\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u62bc\u3055\u3048\u3066\u6700\u9069\u306a\u30c4\u30fc\u30eb\u3092\u9078\u5b9a\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u4f5c\u6210\u30c4\u30fc\u30eb\u3092\u9078\u3076\u30dd\u30a4\u30f3\u30c8\">\n<ol>\n<li>\u9023\u643a\u5a92\u4f53\u306e\u7a2e\u985e\u3084\u6570<\/li>\n<li>\u30ec\u30dd\u30fc\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u6709\u7121<\/li>\n<li>\u5e83\u544a\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u983b\u5ea6\u3084\u96c6\u7d04\u5f62\u5f0f<\/li>\n<\/ol>\n<\/div>\n<h3>POINT1\uff1a\u9023\u643a\u5a92\u4f53\u306e\u7a2e\u985e\u3084\u6570<\/h3>\n<p>\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u4f5c\u6210\u30c4\u30fc\u30eb\u306f\u3001\u30c4\u30fc\u30eb\u3054\u3068\u306b\u9023\u643a\u3067\u304d\u308b\u5e83\u544a\u5a92\u4f53\u306e\u7a2e\u985e\u3084\u6570\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u307e\u305a\u306f\u3001\u81ea\u793e\u3067\u904b\u7528\u3057\u3066\u3044\u308b\u5e83\u544a\u5a92\u4f53\u3068\u9023\u643a\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002\u3067\u304d\u308c\u3070\u3001\u5148\u3005\u65b0\u305f\u306a\u5e83\u544a\u5a92\u4f53\u3092\u8ffd\u52a0\u3059\u308b\u53ef\u80fd\u6027\u3082\u8003\u3048\u3001\u3088\u308a\u591a\u304f\u306e\u5e83\u544a\u5a92\u4f53\u3068\u9023\u643a\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u306a\u304a\u3001\u9023\u643a\u3067\u304d\u306a\u3044\u5e83\u544a\u5a92\u4f53\u304c\u3042\u308b\u3068\u3001\u305d\u306e\u5a92\u4f53\u3060\u3051\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u306a\u3069\u3092\u624b\u4f5c\u696d\u3067\u884c\u308f\u306a\u3051\u308c\u3070\u306a\u3089\u305a\u3001\u7121\u99c4\u306a\u30bf\u30b9\u30af\u304c\u767a\u751f\u3057\u3066\u3057\u307e\u3046\u306e\u3067\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>POINT2\uff1a\u30ec\u30dd\u30fc\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u6709\u7121<\/h3>\n<p>\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u4f5c\u6210\u30c4\u30fc\u30eb\u3092\u9078\u3076\u969b\u306f\u3001\u30ec\u30dd\u30fc\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u3042\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<p>\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u898b\u308b\u4eba\u306b\u4f1d\u308f\u308a\u3084\u3059\u3044\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u306a\u3051\u308c\u3070\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001\u4e00\u304b\u3089\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u306e\u306f\u305d\u308c\u306a\u308a\u306b\u5de5\u6570\u3082\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u3042\u3089\u304b\u3058\u3081\u30ec\u30dd\u30fc\u30c8\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u4f5c\u6210\u30c4\u30fc\u30eb\u3092\u9078\u3079\u3070\u3001\u5e83\u544a\u5a92\u4f53\u3068\u63a5\u7d9a\u3057\u3066\u3059\u3050\u306b\u30ec\u30dd\u30fc\u30c8\u3092\u51fa\u529b\u3067\u304d\u308b\u306e\u3067\u3001\u975e\u5e38\u306b\u4fbf\u5229\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u306a\u304a\u3001\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u306f\u8907\u6570\u306e\u30ec\u30dd\u30fc\u30c8\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u304c\u8907\u6570\u3042\u308b\u3068\u3001\u3055\u307e\u3056\u307e\u306a\u89d2\u5ea6\u3067\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3084\u3059\u3044\u306e\u3067\u3001\u3053\u3061\u3089\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h3>POINT3\uff1a\u5e83\u544a\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u983b\u5ea6\u3084\u96c6\u7d04\u5f62\u5f0f<\/h3>\n<p>\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u4f5c\u6210\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u983b\u5ea6\u3084\u96c6\u7d04\u5f62\u5f0f\u306a\u3069\u3082\u30c1\u30a7\u30c3\u30af\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u5e83\u544a\u306e\u9032\u6357\u306f\u65e5\u3005\u78ba\u8a8d\u304c\u5fc5\u8981\u306a\u3053\u3068\u304b\u3089\u3001\u3067\u304d\u308b\u3060\u3051\u6bce\u65e5\u30c7\u30fc\u30bf\u53d6\u5f97\u3067\u304d\u308b\u30c4\u30fc\u30eb\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u307e\u305f\u3001\u8907\u6570\u306e\u5e83\u544a\u5a92\u4f53\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u3068\u3001\u5a92\u4f53\u9593\u306e\u52b9\u679c\u6bd4\u8f03\u3092\u5b9f\u65bd\u3059\u308b\u30b7\u30fc\u30f3\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u3088\u3046\u306a\u30b7\u30fc\u30f3\u3067\u6bd4\u8f03\u3057\u3084\u3059\u3044\u3088\u3046\u3001<strong>\u3059\u3079\u3066\u306e\u5a92\u4f53\u306e\u6307\u6a19\u3092\u81ea\u52d5\u3067\u6574\u5f62\u30fb\u7d71\u4e00\u3059\u308b\u6a5f\u80fd\u304c\u3042\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076\u306e\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/p>\n<p>&nbsp;<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>HARBEST\u306f\u3001Web\u5e83\u544a\u304b\u3089SNS\u3001Google\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u307e\u3067\u5e45\u5e83\u304f\u9023\u643a\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3067\u3059\u3002Web\u5e83\u544a\u3060\u3051\u3067\u306a\u304fTwitter\u3084\u81ea\u793e\u30e1\u30c7\u30a3\u30a2\u3092\u904b\u7528\u3057\u3066\u3044\u308b\u65b9\u304c\u5c0e\u5165\u3059\u308c\u3070\u3001\u30c7\u30fc\u30bf\u96c6\u8a08\u3084\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3092\u52b9\u7387\u5316\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001Web\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u3092\u30e1\u30a4\u30f3\u306b\u8003\u3048\u308b\u65b9\u306b\u306f\u3001\u5c11\u3005\u7269\u8db3\u308a\u306a\u3044\u3068\u3053\u308d\u304c\u3042\u308a\u307e\u3059\u3002\u5e83\u544a\u306e\u9023\u643a\u5a92\u4f53\u6570\u306f\u305d\u308c\u307b\u3069\u591a\u304f\u306a\u304f\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3082\u306a\u3044\u306e\u3067\u5c0e\u5165\u6642\u306b\u306f\u3084\u3084\u5de5\u6570\u304c\u304b\u304b\u308b\u3053\u3068\u304c\u60f3\u5b9a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u3067\u304d\u308b\u3060\u3051\u5de5\u6570\u3092\u304b\u3051\u305a\u3001\u3055\u307e\u3056\u307e\u306a\u5e83\u544a\u5a92\u4f53\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3057\u305f\u30ec\u30dd\u30fc\u30c8\u3092\u81ea\u52d5\u3067\u751f\u6210\u3057\u305f\u3044\u65b9\u306f\u3001\u672c\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305fDatabeat\u306e\u3088\u3046\u306b\u3001\u9023\u643a\u5a92\u4f53\u6570\u304c\u591a\u304f\u30ec\u30dd\u30fc\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304c\u8c4a\u5bcc\u306b\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u4f5c\u6210\u30c4\u30fc\u30eb\u3092\u9078\u3076\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<div class=\"ep-box\">\n<p style=\"text-align: center;\"><strong><span style=\"font-size: 18pt;\">\u3010\u7121\u6599\u3011Databeat\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\u8cc7\u6599<\/span><br \/>\n<\/strong><\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-19403\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2024\/10\/51e6b566eeb421e2ae07a13dff2da975.png\" alt=\"\u3010\u7121\u6599\u3011Databeat\u30b5\u30fc\u30d2\u3099\u30b9\u7d39\u4ecb\u8cc7\u6599\u8acb\u6c42\" width=\"960\" height=\"540\" \/><br \/>\n\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u300cDatabeat\u300d\u306e\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\u8cc7\u6599\u3067\u3059\u3002<\/p>\n<p>\u30fbWeb\u5e83\u544a\u306e\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u5de5\u6570\u3092\u524a\u6e1b\u3057\u305f\u3044<br \/>\n\u30fbLooker Studio\u3068\u9023\u643a\u3067\u304d\u308b\u30ec\u30dd\u30fc\u30c8\u30c4\u30fc\u30eb\u3092\u63a2\u3057\u3066\u3044\u308b<br 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});\n<\/script><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5e83\u544a\u904b\u7528\u306a\u3069Web\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3092\u5b9f\u65bd\u3057\u3066\u3044\u308b\u3068\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u30b7\u30fc\u30f3\u304c\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002  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