{"id":19793,"date":"2025-10-16T17:14:41","date_gmt":"2025-10-16T08:14:41","guid":{"rendered":"https:\/\/biz.moneyforward.com\/work-efficiency\/basic\/?p=19793"},"modified":"2025-10-16T17:14:41","modified_gmt":"2025-10-16T08:14:41","slug":"%e3%82%b9%e3%83%97%e3%83%ac%e3%83%83%e3%83%89%e3%82%b7%e3%83%bc%e3%83%88%e3%81%a7web%e3%82%b9%e3%82%af%e3%83%ac%e3%82%a4%e3%83%94%e3%83%b3%e3%82%b0%e3%81%99%e3%82%8b%e3%81%ab%e3%81%af%ef%bc%9fgas","status":"publish","type":"post","link":"https:\/\/biz.moneyforward.com\/work-efficiency\/basic\/19793\/","title":{"rendered":"\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u306b\u306f\uff1fGAS\u30fb\u95a2\u6570\u30fbPython\u3092\u4f7f\u3063\u305f\u81ea\u52d5\u30c7\u30fc\u30bf\u53ce\u96c6\u65b9\u6cd5"},"content":{"rendered":"<p>\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3092\u4f7f\u3063\u305fWeb\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7d4c\u9a13\u304c\u5c11\u306a\u3044\u65b9\u3067\u3082\u7c21\u5358\u306bWeb\u30b5\u30a4\u30c8\u304b\u3089\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u53ce\u96c6\u3067\u304d\u308b\u52b9\u7387\u7684\u306a\u65b9\u6cd5\u3067\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001Google Apps Script\uff08GAS\uff09\u306b\u3088\u308b\u81ea\u52d5\u5316\u3001IMPORTXML\u95a2\u6570\u306a\u3069\u306e\u6a19\u6e96\u6a5f\u80fd\u3001\u3055\u3089\u306bPython\u3068\u306e\u9023\u643a\u306b\u3088\u308b\u30c7\u30fc\u30bf\u62bd\u51fa\u307e\u3067\u3001\u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u3068\u5177\u4f53\u7684\u306a\u5b9f\u88c5\u624b\u9806\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p>\u696d\u52d9\u3067\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u4f5c\u696d\u3092\u5927\u5e45\u306b\u52b9\u7387\u5316\u3057\u305f\u3044\u65b9\u306b\u5411\u3051\u3066\u3001\u3059\u3050\u306b\u5b9f\u8df5\u3067\u304d\u308b\u624b\u6cd5\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div id=\"post-below-intro\"><\/div><h2>\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306f\u53ef\u80fd\uff1f<\/h2>\n<p><span style=\"background-color: 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Apps Script (GAS)\u306b\u3088\u308b\u67d4\u8edf\u306a\u81ea\u52d5\u5316\u30013\u3064\u76ee\u306f\u5916\u90e8\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\uff08Python\u7b49\uff09\u3068\u306e\u9023\u643a\u3067\u3059\u3002\u305d\u308c\u305e\u308c\u306b\u9577\u6240\u3068\u77ed\u6240\u304c\u3042\u308a\u3001\u53d6\u5f97\u3057\u305f\u3044\u30c7\u30fc\u30bf\u306e\u6027\u8cea\u3084\u66f4\u65b0\u983b\u5ea6\u306b\u3088\u3063\u3066\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u304c\u6210\u529f\u306e\u9375\u3067\u3059\u3002<\/p>\n<h3>Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306b\u9069\u3057\u305f\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u306f\uff1f<\/h3>\n<p><span style=\"background-color: 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style=\"background-color: #ffff99;\"><b>Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u5b9f\u65bd\u3059\u308b\u524d\u306b\u3001\u5bfe\u8c61\u30b5\u30a4\u30c8\u306e\u5229\u7528\u898f\u7d04\u3068robots.txt\u3092\u5fc5\u305a\u78ba\u8a8d\u3057\u3001\u30b5\u30fc\u30d0\u30fc\u306b\u904e\u5ea6\u306a\u8ca0\u8377\u3092\u304b\u3051\u306a\u3044\u914d\u616e\u304c\u5fc5\u8981\u3067\u3059\u3002 <\/b><\/span>\u591a\u304f\u306eWeb\u30b5\u30a4\u30c8\u3067\u306f\u3001\u81ea\u52d5\u30a2\u30af\u30bb\u30b9\u306b\u95a2\u3059\u308b\u898f\u5b9a\u3092\u8a2d\u3051\u3066\u304a\u308a\u3001\u3053\u308c\u306b\u9055\u53cd\u3059\u308b\u3068\u6cd5\u7684\u554f\u984c\u306b\u767a\u5c55\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u88c5\u6642\u306f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u9593\u9694\u3092\u9069\u5207\u306b\u8a2d\u5b9a\u3057\uff08\u6700\u4f4e\u3067\u30821\u79d2\u4ee5\u4e0a\u306e\u9593\u9694\u3092\u63a8\u5968\uff09\u3001User-Agent\u30d8\u30c3\u30c0\u30fc\u3067\u81ea\u8eab\u3092\u9069\u5207\u306b\u8b58\u5225\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u307e\u305f\u3001\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u306e\u4f7f\u7528\u76ee\u7684\u3082\u3001\u500b\u4eba\u5229\u7528\u3084\u7814\u7a76\u76ee\u7684\u306b\u7559\u3081\u3001\u5546\u7528\u5229\u7528\u306e\u5834\u5408\u306f\u5225\u9014\u8a31\u53ef\u3092\u5f97\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>GAS\uff08Google Apps Script\uff09\u3092\u4f7f\u3063\u305f\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u65b9\u6cd5\u3068\u306f\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><b>Google Apps Script (GAS) \u3092\u4f7f\u3046\u3068\u3001UrlFetchApp.fetch()\u30e1\u30bd\u30c3\u30c9\u3067Web\u30da\u30fc\u30b8\u306eHTML\u3092\u53d6\u5f97\u3057\u3001\u6b63\u898f\u8868\u73fe\u3084HTML\u30d1\u30fc\u30b5\u30fc\uff08\u89e3\u6790\u30e9\u30a4\u30d6\u30e9\u30ea\uff09\u3067\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002 <\/b><\/span>GAS\u306fGoogle\u306e\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u5b9f\u884c\u3055\u308c\u308b\u305f\u3081\u3001\u81ea\u5206\u306ePC\u306b\u958b\u767a\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u3001\u5b9a\u671f\u5b9f\u884c\u306e\u8a2d\u5b9a\u3082\u7c21\u5358\u306b\u884c\u3048\u308b\u3068\u3044\u3046\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>GAS\u306b\u3088\u308bWeb\u30c7\u30fc\u30bf\u53ce\u96c6\u306f\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3068\u306e\u89aa\u548c\u6027\u304c\u6975\u3081\u3066\u9ad8\u304f\u3001\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u30bb\u30eb\u306b\u66f8\u304d\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30c8\u30ea\u30ac\u30fc\u6a5f\u80fd\u3092\u4f7f\u3048\u3070\u3001\u6bce\u65e5\u6c7a\u307e\u3063\u305f\u6642\u9593\u306b\u81ea\u52d5\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3001\u30c7\u30fc\u30bf\u306e\u5b9a\u671f\u53ce\u96c6\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n<h3>STEP1\uff1aGAS\u30a8\u30c7\u30a3\u30bf\u306e\u958b\u304d\u65b9\u3068\u57fa\u672c\u8a2d\u5b9a<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u300c\u62e1\u5f35\u6a5f\u80fd\u300d\u2192\u300cApps Script\u300d\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3001GAS\u30a8\u30c7\u30a3\u30bf\u304c\u958b\u304d\u307e\u3059\u3002<\/b><\/span> \u521d\u56de\u8d77\u52d5\u6642\u306f\u3001Google\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u306e\u8a8d\u8a3c\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u30a8\u30c7\u30a3\u30bf\u304c\u958b\u3044\u305f\u3089\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u8868\u793a\u3055\u308c\u308bmyFunction()\u3092\u524a\u9664\u3057\u3001\u65b0\u3057\u3044\u95a2\u6570\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u540d\u306f\u5206\u304b\u308a\u3084\u3059\u3044\u540d\u524d\u306b\u5909\u66f4\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002HTML\u30d1\u30fc\u30b9\u306b\u306f\u300cCheerio\u300d\u30e9\u30a4\u30d6\u30e9\u30ea\uff08\u30e9\u30a4\u30d6\u30e9\u30eaID: 1ReeQ6WO8kKNxoaA_O0XEQ589cIrRvEBA9qcWpNqdOP17i47u6N9M5Xh0\uff09\u304c\u4fbf\u5229\u3067\u3059\u3002<\/p>\n<h3>STEP2\uff1a\u57fa\u672c\u7684\u306a\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30b3\u30fc\u30c9\u306e\u5b9f\u88c5<\/h3>\n<p>javascript<\/p>\n<p>function scrapeWebsite() {<\/p>\n<p>\/\/ \u5bfe\u8c61URL\u306e\u6307\u5b9a<\/p>\n<p>const url = &#8216;https:\/\/example.com\/data&#8217;;<\/p>\n<p>\/\/ Web\u30da\u30fc\u30b8\u306e\u53d6\u5f97<\/p>\n<p>const response = UrlFetchApp.fetch(url);<\/p>\n<p>const html = response.getContentText();<\/p>\n<p>\/\/ \u6b63\u898f\u8868\u73fe\u3067\u30c7\u30fc\u30bf\u62bd\u51fa\uff08\u4f8b\uff1a\u4fa1\u683c\u60c5\u5831\uff09<\/p>\n<p>const pricePattern = \/&lt;span class=&#8221;price&#8221;&gt;([0-9,]+)\u5186&lt;\/span&gt;\/g;<\/p>\n<p>const matches = html.matchAll(pricePattern);<\/p>\n<p>\/\/ \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u8fbc\u307f<\/p>\n<p>const sheet = SpreadsheetApp.getActiveSheet();<\/p>\n<p>let row = 1;<\/p>\n<p>for (const match of matches) {<\/p>\n<p>sheet.getRange(row, 1).setValue(match[1]);<\/p>\n<p>row++;\u00a0}}<\/p>\n<p><span style=\"background-color: #ffff99;\"><b>\u3053\u306e\u30b3\u30fc\u30c9\u306f\u57fa\u672c\u7684\u306a\u69cb\u9020\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u5b9f\u969b\u306e\u4f7f\u7528\u6642\u306f\u5bfe\u8c61\u30b5\u30a4\u30c8\u306eHTML\u69cb\u9020\u306b\u5408\u308f\u305b\u3066\u30bb\u30ec\u30af\u30bf\u3084\u30d1\u30bf\u30fc\u30f3\u3092\u8abf\u6574\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/b><\/span><\/p>\n<h3>STEP3\uff1a\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3068\u5b9a\u671f\u5b9f\u884c\u306e\u8a2d\u5b9a<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>try-catch\u6587\u3067\u30a8\u30e9\u30fc\u3092\u6355\u6349\u3057\u3001\u5b9f\u884c\u30ed\u30b0\u306b\u8a18\u9332\u3059\u308b\u3053\u3068\u3067\u3001\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u5931\u6557\u3092\u691c\u77e5\u30fb\u5bfe\u51e6\u3067\u304d\u307e\u3059\u3002<\/b><\/span> \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a8\u30e9\u30fc\u3084\u30b5\u30a4\u30c8\u69cb\u9020\u306e\u5909\u66f4\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u3001\u9069\u5207\u306a\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u306f\u5fc5\u9808\u3067\u3059\u3002<\/p>\n<p>\u5b9a\u671f\u5b9f\u884c\u306f\u3001GAS\u30a8\u30c7\u30a3\u30bf\u306e\u300c\u30c8\u30ea\u30ac\u30fc\u300d\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\u3092\u8ffd\u52a0\u3057\u3001\u5b9f\u884c\u9593\u9694\uff08\u6bce\u6642\u3001\u6bce\u65e5\u3001\u6bce\u9031\u306a\u3069\uff09\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u30011\u65e5\u3042\u305f\u308a\u306e\u5b9f\u884c\u6642\u9593\u306b\u5236\u9650\uff081\u65e5\u3042\u305f\u308a\u7121\u6599\u724890\u5206\uff0fWorkspace\u30a2\u30ab\u30a6\u30f3\u30c86\u6642\u9593\uff09\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<h2>\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u95a2\u6570\u3067\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u65b9\u6cd5\u306f\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><b>IMPORTXML\u3001IMPORTHTML\u3001IMPORTDATA\u306a\u3069\u306e\u7d44\u307f\u8fbc\u307f\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308c\u3070\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u306a\u3057\u3067Web\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002 <\/b><\/span>\u3053\u308c\u3089\u306e\u95a2\u6570\u306f\u3001\u30bb\u30eb\u306b\u6570\u5f0f\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u52d5\u4f5c\u3057\u3001\u81ea\u52d5\u7684\u306b\u6700\u65b0\u30c7\u30fc\u30bf\u306b\u66f4\u65b0\u3055\u308c\u308b\u70b9\u304c\u5927\u304d\u306a\u9b45\u529b\u3067\u3059\u3002<\/p>\n<p>\u5404\u95a2\u6570\u306b\u306f\u5f97\u610f\u3068\u3059\u308b\u30c7\u30fc\u30bf\u5f62\u5f0f\u304c\u3042\u308a\u3001HTML\u30c6\u30fc\u30d6\u30eb\u306b\u306fIMPORTHTML\u3001XML\u3084XPath\u6307\u5b9a\u306b\u306fIMPORTXML\u3001CSV\u30d5\u30a1\u30a4\u30eb\u306b\u306fIMPORTDATA\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u69d8\u3005\u306aWeb\u30b5\u30a4\u30c8\u304b\u3089\u306e\u30c7\u30fc\u30bf\u53d6\u5f97\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>IMPORTXML\u95a2\u6570\u306e\u4f7f\u3044\u65b9\u3068\u5b9f\u4f8b<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>IMPORTXML\u95a2\u6570\u306f\u3001XPath\u5f0f\u3092\u4f7f\u7528\u3057\u3066Web\u30da\u30fc\u30b8\u306e\u7279\u5b9a\u8981\u7d20\u3092\u62bd\u51fa\u3059\u308b\u6700\u3082\u6c4e\u7528\u6027\u306e\u9ad8\u3044\u95a2\u6570\u3067\u3059\u3002<\/b><\/span> \u69cb\u6587\u306f=IMPORTXML(URL, XPath\u5f0f)\u3067\u3001XPath\u5f0f\u306b\u3088\u308a\u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u6307\u5b9a\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u5b9f\u4f8b\u3068\u3057\u3066\u3001\u30cb\u30e5\u30fc\u30b9\u30b5\u30a4\u30c8\u304b\u3089\u8a18\u4e8b\u30bf\u30a4\u30c8\u30eb\u3092\u53d6\u5f97\u3059\u308b\u5834\u5408\uff1a<\/p>\n<p>=IMPORTXML(&#8220;https:\/\/news.example.com&#8221;, &#8220;\/\/h2[@class=&#8217;article-title&#8217;]&#8221;)<\/p>\n<p>XPath\u5f0f\u306e\u4f5c\u6210\u306b\u306f\u3001\u30d6\u30e9\u30a6\u30b6\u306e\u958b\u767a\u8005\u30c4\u30fc\u30eb\u304c\u4fbf\u5229\u3067\u3059\u3002\u53d6\u5f97\u3057\u305f\u3044\u8981\u7d20\u3092\u53f3\u30af\u30ea\u30c3\u30af\u3057\u3001\u300cCopy\u300d\u2192\u300cCopy XPath\u300d\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3001\u6b63\u78ba\u306a\u30d1\u30b9\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/support.google.com\/docs\/answer\/3093342?hl=ja\" target=\"_blank\" rel=\"noopener\">IMPORTXML &#8211; Google \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8 \u30a8\u30c7\u30a3\u30bf \u30d8\u30eb\u30d7<\/a><\/p>\n<h3>IMPORTHTML\u95a2\u6570\u3067\u30c6\u30fc\u30d6\u30eb\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>IMPORTHTML\u95a2\u6570\u306f\u3001Web\u30da\u30fc\u30b8\u5185\u306e\u30c6\u30fc\u30d6\u30eb\u3084\u30ea\u30b9\u30c8\u3092\u4e38\u3054\u3068\u53d6\u308a\u8fbc\u3080\u306e\u306b\u7279\u5316\u3057\u305f\u95a2\u6570\u3067\u3001\u69cb\u9020\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u306b\u6700\u9069\u3067\u3059\u3002<\/b><\/span> \u69cb\u6587\u306f=IMPORTHTML(URL, &#8220;table&#8221;\u307e\u305f\u306f&#8221;list&#8221;, \u30a4\u30f3\u30c7\u30c3\u30af\u30b9)\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001Wikipedia \u306e\u8868\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u5834\u5408\uff1a<\/p>\n<p>=IMPORTHTML(&#8220;https:\/\/ja.wikipedia.org\/wiki\/\u90fd\u9053\u5e9c\u770c&#8221;, &#8220;table&#8221;, 1)<\/p>\n<p>\u3053\u306e\u95a2\u6570\u306e\u5229\u70b9\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u5168\u4f53\u3092\u4e00\u5ea6\u306b\u53d6\u5f97\u3067\u304d\u3001\u5217\u306e\u4e26\u3073\u3082\u305d\u306e\u307e\u307e\u7dad\u6301\u3055\u308c\u308b\u70b9\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u30da\u30fc\u30b8\u5185\u306b\u8907\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u756a\u53f7\u3067\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/support.google.com\/docs\/answer\/3093339?hl=ja\" target=\"_blank\" rel=\"noopener\">IMPORTHTML &#8211; Google \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8 \u30a8\u30c7\u30a3\u30bf \u30d8\u30eb\u30d7<\/a><\/p>\n<h3>\u95a2\u6570\u4f7f\u7528\u6642\u306e\u5236\u9650\u4e8b\u9805\u3068\u56de\u907f\u7b56<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u95a2\u6570\u306b\u306f\u3001\u540c\u6642\u63a5\u7d9a\u657050\u500b\u7a0b\u5ea6\u3001\u66f4\u65b0\u983b\u5ea61\u6642\u9593\u3054\u3068\u3068\u3044\u3046\u5236\u9650\u304c\u3042\u308a\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u53ce\u96c6\u306b\u306f\u4e0d\u5411\u304d\u3067\u3059\u3002<\/b><\/span> \u307e\u305f\u3001\u8a8d\u8a3c\u304c\u5fc5\u8981\u306a\u30b5\u30a4\u30c8\u3084JavaScript\u3067\u52d5\u7684\u306b\u751f\u6210\u3055\u308c\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u306f\u53d6\u5f97\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u5236\u9650\u3092\u56de\u907f\u3059\u308b\u306b\u306f\u3001\u8907\u6570\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u5206\u6563\u3055\u305b\u308b\u3001GAS\u3067\u4e2d\u9593\u51e6\u7406\u3092\u884c\u3046\u3001\u5916\u90e8API\u3092\u6d3b\u7528\u3059\u308b\u306a\u3069\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u66f4\u65b0\u983b\u5ea6\u3092\u9ad8\u3081\u305f\u3044\u5834\u5408\u306f\u3001GAS\u306eUrlFetchApp\u3092\u4f7f\u7528\u3057\u305f\u5b9f\u88c5\u3078\u306e\u5207\u308a\u66ff\u3048\u3092\u691c\u8a0e\u3059\u3079\u304d\u3067\u3059\u3002<\/p>\n<h2>Python\u3067\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u3066\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u51fa\u3059\u65b9\u6cd5\u3068\u306f\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><b>Python\u306eBeautifulSoup\u3084Selenium\u3067\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3001Google Sheets API\u3084gspread\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3063\u3066\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u81ea\u52d5\u66f8\u304d\u8fbc\u307f\u3067\u304d\u307e\u3059\u3002 <\/b><\/span>\u3053\u306e\u65b9\u6cd5\u306f\u3001\u8907\u96d1\u306aWeb\u30b5\u30a4\u30c8\u3084\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306b\u6700\u3082\u52b9\u679c\u7684\u3067\u3001\u51e6\u7406\u901f\u5ea6\u3068\u67d4\u8edf\u6027\u306e\u9762\u3067\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Python\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u52d5\u7684\u306aJavaScript\u30b5\u30a4\u30c8\u3001\u30ed\u30b0\u30a4\u30f3\u8a8d\u8a3c\u304c\u5fc5\u8981\u306a\u30da\u30fc\u30b8\u3001\u753b\u50cf\u3084PDF\u306e\u51e6\u7406\u306a\u3069\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u5358\u4f53\u3067\u306f\u56f0\u96e3\u306a\u51e6\u7406\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001pandas\u7b49\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3084\u5206\u6790\u3082\u540c\u6642\u306b\u884c\u3048\u307e\u3059\u3002<\/p>\n<h3>STEP1\uff1a\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u8a8d\u8a3c\u8a2d\u5b9a<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u307e\u305a\u3001pip install gspread google-auth beautifulsoup4 requests\u30b3\u30de\u30f3\u30c9\u3067\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/b><\/span> Google Sheets API\u306e\u6709\u52b9\u5316\u3068\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u4f5c\u6210\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p>Google Cloud Console\u3067\u65b0\u3057\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u3001Google Sheets API\u3092\u6709\u52b9\u5316\u3057\u307e\u3059\u3002\u6b21\u306b\u3001\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3066\u8a8d\u8a3c\u60c5\u5831\uff08JSON\u30d5\u30a1\u30a4\u30eb\uff09\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u5bfe\u8c61\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3092\u5171\u6709\u8a2d\u5b9a\u3067\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n<h3>STEP2\uff1a\u57fa\u672c\u7684\u306a\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u66f8\u304d\u8fbc\u307f\u30b3\u30fc\u30c9<\/h3>\n<p>python<\/p>\n<p>import gspread<\/p>\n<p>from google.oauth2.service_account import Credentials<\/p>\n<p>import requests<\/p>\n<p>from bs4 import BeautifulSoup<\/p>\n<p># \u8a8d\u8a3c\u8a2d\u5b9a<\/p>\n<p>scope = [&#8216;https:\/\/spreadsheets.google.com\/feeds&#8217;,<\/p>\n<p>&#8216;https:\/\/www.googleapis.com\/auth\/drive&#8217;]<\/p>\n<p>creds = Credentials.from_service_account_file(&#8216;credentials.json&#8217;, scopes=scope)<\/p>\n<p>client = gspread.authorize(creds)<\/p>\n<p># \u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u51e6\u7406<\/p>\n<p>url = &#8216;https:\/\/example.com\/products&#8217;<\/p>\n<p>response = requests.get(url)<\/p>\n<p>soup = BeautifulSoup(response.content, &#8216;html.parser&#8217;)<\/p>\n<p># \u30c7\u30fc\u30bf\u62bd\u51fa<\/p>\n<p>products = []<\/p>\n<p>for item in soup.find_all(&#8216;div&#8217;, class_=&#8217;product&#8217;):<\/p>\n<p>name = item.find(&#8216;h3&#8217;).text.strip()<\/p>\n<p>price = item.find(&#8216;span&#8217;, class_=&#8217;price&#8217;).text.strip()<\/p>\n<p>products.append([name, price])<\/p>\n<p># \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u8fbc\u307f<\/p>\n<p>sheet = client.open(&#8216;\u5546\u54c1\u30c7\u30fc\u30bf&#8217;).sheet1<\/p>\n<p>sheet.update(&#8216;A1&#8217;, [[&#8216;\u5546\u54c1\u540d&#8217;, &#8216;\u4fa1\u683c&#8217;]] + products)<\/p>\n<p><span style=\"background-color: #ffff99;\"><b>\u3053\u306e\u30b3\u30fc\u30c9\u306f\u57fa\u672c\u7684\u306a\u6d41\u308c\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u5b9f\u969b\u306e\u5b9f\u88c5\u3067\u306f\u3001\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3001\u30ec\u30fc\u30c8\u5236\u9650\u3001\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u306a\u3069\u3092\u8ffd\u52a0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/b><\/span><\/p>\n<h3>STEP3\uff1a\u5927\u91cf\u30c7\u30fc\u30bf\u306e\u52b9\u7387\u7684\u306a\u51e6\u7406\u65b9\u6cd5<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u30d0\u30c3\u30c1\u66f4\u65b0\u6a5f\u80fd\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u4e00\u5ea6\u306b\u66f8\u304d\u8fbc\u307f\u3001API\u547c\u3073\u51fa\u3057\u56de\u6570\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/b><\/span> gspread\u306ebatch_update()\u30e1\u30bd\u30c3\u30c9\u3084\u3001pandas\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306e\u6d3b\u7528\u306b\u3088\u308a\u3001\u51e6\u7406\u52b9\u7387\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n<p>python<\/p>\n<p>import pandas as pd<\/p>\n<p># \u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306e\u4f5c\u6210<\/p>\n<p>df = pd.DataFrame(products, columns=[&#8216;\u5546\u54c1\u540d&#8217;, &#8216;\u4fa1\u683c&#8217;])<\/p>\n<p># \u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0<\/p>\n<p>df[&#8216;\u4fa1\u683c&#8217;] = df[&#8216;\u4fa1\u683c&#8217;].str.replace(&#8216;\u5186&#8217;, &#8221;).str.replace(&#8216;,&#8217;, &#8221;).astype(int)<\/p>\n<p># \u30d0\u30c3\u30c1\u66f4\u65b0<\/p>\n<p>sheet.update([df.columns.values.tolist()] + df.values.tolist())<\/p>\n<p>\u5b9a\u671f\u5b9f\u884c\u306b\u306f\u3001cron\u30b8\u30e7\u30d6\uff08Linux\/Mac\uff09\u3084\u30bf\u30b9\u30af\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\uff08Windows\uff09\u3001\u307e\u305f\u306fGitHub Actions\u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u3069\u306e\u65b9\u6cd5\u3092\u9078\u3076\u3079\u304d\uff1f\u7528\u9014\u5225\u306e\u6700\u9069\u306a\u9078\u629e\u57fa\u6e96<\/h2>\n<p><span style=\"background-color: #ffff99;\"><b>\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u983b\u5ea6\u3001\u6280\u8853\u30ec\u30d9\u30eb\u3001\u53d6\u5f97\u3059\u308b\u30c7\u30fc\u30bf\u306e\u8907\u96d1\u3055\u306b\u3088\u3063\u3066\u3001\u6700\u9069\u306a\u624b\u6cd5\u306f\u7570\u306a\u308a\u307e\u3059\u3002<\/b><\/span> \u7c21\u5358\u306a\u8868\u30c7\u30fc\u30bf\u306e\u5b9a\u671f\u53d6\u5f97\u306a\u3089\u95a2\u6570\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u5fc5\u8981\u306a\u3089GAS\u3001\u9ad8\u5ea6\u306a\u51e6\u7406\u304c\u5fc5\u8981\u306a\u3089Python\u3068\u3044\u3046\u4f7f\u3044\u5206\u3051\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n<p>\u521d\u5fc3\u8005\u306e\u65b9\u306f\u3001\u307e\u305aIMPORTXML\u95a2\u6570\u304b\u3089\u59cb\u3081\u3066\u3001\u5f90\u3005\u306bGAS\u3001\u305d\u3057\u3066Python\u3078\u3068\u30b9\u30c6\u30c3\u30d7\u30a2\u30c3\u30d7\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002\u5404\u624b\u6cd5\u306e\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8981\u4ef6\u306b\u6700\u3082\u9069\u3057\u305f\u65b9\u6cd5\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3>\u5c0f\u898f\u6a21\u30fb\u7c21\u5358\u306a\u30c7\u30fc\u30bf\u53d6\u5f97\u306e\u5834\u5408<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>50\u4ef6\u4ee5\u4e0b\u306e\u9759\u7684\u30c7\u30fc\u30bf\u3092\u90311\u56de\u7a0b\u5ea6\u66f4\u65b0\u3059\u308b\u5834\u5408\u306f\u3001IMPORTXML\u95a2\u6570\u3067\u5341\u5206\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u3002<\/b><\/span> \u8a2d\u5b9a\u304c\u7c21\u5358\u3067\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3082\u307b\u3068\u3093\u3069\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002\u682a\u4fa1\u3001\u70ba\u66ff\u30ec\u30fc\u30c8\u3001\u5929\u6c17\u60c5\u5831\u306a\u3069\u306e\u5b9a\u578b\u7684\u306a\u30c7\u30fc\u30bf\u53d6\u5f97\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u30c7\u30fc\u30bf\u69cb\u9020\u304c\u983b\u7e41\u306b\u5909\u66f4\u3055\u308c\u308b\u30b5\u30a4\u30c8\u3084\u3001\u53d6\u5f97\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u969b\u306e\u5bfe\u51e6\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001GAS\u3078\u306e\u79fb\u884c\u3092\u691c\u8a0e\u3059\u3079\u304d\u3067\u3059\u3002<\/p>\n<h3>\u4e2d\u898f\u6a21\u30fb\u5b9a\u671f\u7684\u306a\u81ea\u52d5\u5316\u304c\u5fc5\u8981\u306a\u5834\u5408<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u6bce\u65e5\u6570\u767e\u4ef6\u306e\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u53ce\u96c6\u3057\u3001\u52a0\u5de5\u30fb\u96c6\u8a08\u307e\u3067\u884c\u3046\u5834\u5408\u306f\u3001GAS\u304c\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/b><\/span> \u30c8\u30ea\u30ac\u30fc\u6a5f\u80fd\u306b\u3088\u308b\u5b8c\u5168\u81ea\u52d5\u5316\u3001\u30a8\u30e9\u30fc\u901a\u77e5\u306e\u8a2d\u5b9a\u3001\u4ed6\u306eGoogle\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9023\u643a\u304c\u53ef\u80fd\u3067\u3001\u904b\u7528\u30b3\u30b9\u30c8\u3082\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>GAS\u306e\u5b9f\u884c\u6642\u9593\u5236\u9650\uff086\u5206\/\u56de\uff09\u306b\u6ce8\u610f\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u51e6\u7406\u3092\u5206\u5272\u3059\u308b\u3053\u3068\u3067\u3001\u5b89\u5b9a\u3057\u305f\u904b\u7528\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u51e6\u7406\u3082\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u5927\u898f\u6a21\u30fb\u8907\u96d1\u306a\u51e6\u7406\u304c\u5fc5\u8981\u306a\u5834\u5408<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u6570\u5343\u4ef6\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u3001\u52d5\u7684\u30b5\u30a4\u30c8\u3001\u753b\u50cf\u51e6\u7406\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u306e\u9023\u643a\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001Python\u4e00\u629e\u3067\u3059\u3002<\/b><\/span> \u51e6\u7406\u901f\u5ea6\u3001\u62e1\u5f35\u6027\u3001\u5916\u90e8\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u8c4a\u5bcc\u3055\u306b\u304a\u3044\u3066\u3001\u4ed6\u306e\u624b\u6cd5\u3092\u5727\u5012\u7684\u306b\u4e0a\u56de\u308a\u307e\u3059\u3002<\/p>\n<p>\u521d\u671f\u8a2d\u5b9a\u306f\u8907\u96d1\u3067\u3059\u304c\u3001\u4e00\u5ea6\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308c\u3070\u3001\u3042\u3089\u3086\u308bWeb\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3084\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u5206\u91ce\u3067\u306f\u3001\u5fc5\u9808\u306e\u30b9\u30ad\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u4eca\u3059\u3050\u59cb\u3081\u3089\u308c\u308b\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u7b2c\u4e00\u6b69<\/h2>\n<p>\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3092\u4f7f\u3063\u305fWeb\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306f\u3001\u6280\u8853\u30ec\u30d9\u30eb\u306b\u5fdc\u3058\u3066\u69d8\u3005\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u53ef\u80fd\u3067\u3001\u696d\u52d9\u52b9\u7387\u5316\u306b\u5927\u304d\u304f\u8ca2\u732e\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u7c21\u5358\u306aIMPORTXML\u95a2\u6570\u304b\u3089\u59cb\u3081\u3066\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066Google Apps 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