{"id":8523,"date":"2020-06-12T04:23:49","date_gmt":"2020-06-11T19:23:49","guid":{"rendered":"http:\/\/pineplanter.moo.jp\/non-it-salaryman\/?p=8523"},"modified":"2026-03-21T11:46:14","modified_gmt":"2026-03-21T02:46:14","slug":"python-analytics-client","status":"publish","type":"post","link":"https:\/\/pineplanter.moo.jp\/non-it-salaryman\/2020\/06\/12\/python-analytics-client\/","title":{"rendered":"Python\u3067Google Analytics\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\uff082\uff09 Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0"},"content":{"rendered":"

Python\u3067Google Analytics\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u524d\u56de\u306fGoogle Analytics Reporting API\u306e\u8a2d\u5b9a\u65b9\u6cd5\u306b\u3064\u3044\u3066\u66f8\u304d\u307e\u3057\u305f\u3002<\/p>\n

\"\"<\/div>
\u975eIT\u4f01\u696d\u306b\u52e4\u3081\u308b\u4e2d\u5e74\u30b5\u30e9\u30ea\u30fc\u30de\u30f3\u306eIT\u65e5\u8a18<\/div><\/div>
\"\"<\/figure>
Python\u3067Google Analytics\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\uff08\uff11\uff09 Google Analytics API\u306e\u8a2d\u5b9a<\/div>
Google Analytics\u30da\u30fc\u30b8\u3092\u308f\u3056\u308f\u3056\u898b\u306b\u884c\u304f\u306e\u306f\u9762\u5012\u304f\u3055\u3044\u306e\u3067\u3001Python\u3042\u305f\u308a\u3067\u30b5\u30af\u30c3\u3068\u30c7\u30fc\u30bf\u3092\u5f15\u3063\u5f35\u3063\u3066\u3053\u308c\u306a\u3044\u304b\u306a\u3063\u3066\u601d\u3063\u3066\u3044\u305f\u3089\u3084\u3063\u3071\u308a\u305d\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u6700\u5f8c\u307e\u3067\u66f8\u304f\u3068\u7d50\u69cb\u9577\u3044\u306e\u3067\u3001\u4eca\u56de\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u524d\u306eGoogle Analytics API\u306e\u8a2d\u5b9a\u307e\u3067\u3092\u8aac\u660e\u3057\u307e\u3059\u3002Google Analytics Reporting API \u3092\u6709\u52b9\u306b\u3059\u308b\u307e\u305a\u3001\u4ee5\u4e0b\u306e\u30da\u30fc\u30b8\u884c\u304d\u307e\u3059\u3002https:\/\/console.developers.google.com\/flows\/enableapi?apiid=analyticsreporting.googleapis.com&credential=client_key\u4ee5\u4e0b\u306e\u753b\u9762\u306b\u306a\u308b\u306e\u3067\u3001\u300c\u540c\u610f\u3057\u3066\u7d9a\u884c\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057...<\/div><\/div>
<\/div><\/div><\/a><\/div><\/div>\n

\u4eca\u56de\u306fPython\u5074\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n

\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n

\u307e\u305a\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u6253\u3061\u8fbc\u3093\u3067Google Analytics\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n

\r\n$ pip install --upgrade google-api-python-client\r\n$ pip install --upgrade oauth2client\r\n\r\n<\/pre>\n
 <\/p>\n
\u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8a66\u3059<\/h2>\n
\u4ee5\u4e0b\u306e\u30b5\u30a4\u30c8\u306b\u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u63b2\u8f09\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u307e\u305a\u306f\u5358\u7d14\u306b\u305d\u308c\u3092\u30b3\u30d4\u30da\u3057\u3066\u5b9f\u884c\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n
https:\/\/developers.google.com\/analytics\/devguides\/reporting\/core\/v4\/quickstart\/installed-py?hl=ja<\/a><\/p>\n
\u8d64\u67a0\u3067\u56f2\u3063\u305f\u3068\u3053\u308d\u304c\u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3059\u3002<\/p>\n
\"\"<\/a><\/p>\n
 <\/p>\n
KEY_FILE_LOCATION <\/strong>\u3068 VIEW_ID<\/strong>\u3092\u66f8\u304d\u63db\u3048\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u524d\u56de\u306e\u8a18\u4e8b\u3067\u8aac\u660e\u3057\u305f\u3082\u306e\u3067\u3042\u3089\u304b\u3058\u3081\u63a7\u3048\u3066\u3044\u305f\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n
\"\"<\/a><\/p>\n
\u65e9\u901f\u5b9f\u884c\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u56fd\u5225\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u73fe\u308c\u308c\u3070\u6210\u529f\u3067\u3059\u3002<\/p>\n
\"\"<\/a><\/p>\n
\u307b\u3057\u3044\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3067\u304d\u308b\u3088\u3046\u4fee\u6b63\u3059\u308b<\/h2>\n
\u3069\u3093\u306a\u30c7\u30fc\u30bf\u304c\u307b\u3057\u3044\u304b\u306b\u3088\u308a\u307e\u3059\u304c\u3001\u30da\u30fc\u30b8\u3054\u3068\u306ePV\u3092\u53d6\u5f97\u3059\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044\u3093\u3058\u3083\u306a\u3044\u304b\u3068\u3002\u6307\u5b9a\u3057\u305f\u671f\u9593\u306e\u8a18\u4e8b\u3054\u3068\u306ePV\u3092\u51fa\u529b\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u66f8\u304d\u307e\u3059\u3002<\/p>\n
\u4ee5\u4e0b\u306e\u7b87\u6240\u3092\u66f8\u304d\u63db\u3048\u308c\u3070OK\u3067\u3059\u3002\u4e0b\u306e\u6bb5\u306e\u8d64\u67a0\u3092\u30b3\u30e1\u30f3\u30c8\u30a2\u30a6\u30c8\u3057\u3066\u4e0a\u6bb5\u306e\u30b3\u30fc\u30c9\u306b\u66f8\u304d\u63db\u3048\u3066\u3044\u307e\u3059\u3002\u203b\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u5168\u6587\u306f\u4e00\u756a\u4e0b\u306b\u63b2\u8f09\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
\"\"<\/a><\/p>\n
\u4ee5\u4e0b\u306e\u901a\u308a\u30da\u30fc\u30b8\u3054\u3068\u306ePV\u304c\u73fe\u308c\u308c\u3070\u6210\u529f\u3067\u3059\u3002<\/p>\n
\"\"<\/a><\/p>\n
 <\/p>\n
\u4ee5\u4e0b\u304c\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u5168\u6587\u3067\u3059\u3002pageSize\u3084dateRanges\u3092\u5909\u3048\u308b\u3053\u3068\u3067\u53d6\u5f97\u30c7\u30fc\u30bf\u6570\u3084\u53d6\u5f97\u671f\u9593\u3092\u5909\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n
\r\nfrom apiclient.discovery import build\r\nfrom oauth2client.service_account import ServiceAccountCredentials\r\n\r\nSCOPES = ['https:\/\/www.googleapis.com\/auth\/analytics.readonly']\r\nKEY_FILE_LOCATION = 'bamboo-reason-XXXX-XXXX.json'\r\nVIEW_ID = 'XXXXXXXXXXXX'\r\n\r\ndef initialize_analyticsreporting():\r\n  credentials = ServiceAccountCredentials.from_json_keyfile_name(\r\n  KEY_FILE_LOCATION, SCOPES)\r\n\r\n  # Build the service object.\r\n  analytics = build('analyticsreporting', 'v4', credentials=credentials)\r\n\r\n  return analytics\r\n\r\ndef get_report(analytics):\r\n  return analytics.reports().batchGet(\r\n    body={\r\n      'reportRequests': [\r\n      {\r\n        'viewId': VIEW_ID,\r\n        'pageSize': 100,\r\n        'dateRanges': [{'startDate': '2019-11-01', 'endDate': 'today'}],\r\n        'metrics': [{'expression': 'ga:pageviews'}],\r\n        'dimensions': [{'name': 'ga:pagePath'}, {'name': 'ga:pageTitle'}],\r\n        'orderBys': [{'fieldName': 'ga:pageviews', 'sortOrder': 'DESCENDING'}]\r\n      }]\r\n    }\r\n  ).execute()\r\n\r\ndef print_response(response):\r\n  for report in response.get('reports', []):\r\n    columnHeader = report.get('columnHeader', {})\r\n    dimensionHeaders = columnHeader.get('dimensions', [])\r\n    metricHeaders = columnHeader.get('metricHeader', {}).get('metricHeaderEntries', [])\r\n\r\n    for row in report.get('data', {}).get('rows', []):\r\n      dimensions = row.get('dimensions', [])\r\n      dateRangeValues = row.get('metrics', [])\r\n\r\n      for header, dimension in zip(dimensionHeaders, dimensions):\r\n        print(header + ":" + dimension)\r\n\r\n      for i, values in enumerate(dateRangeValues):\r\n        print('Date range: ' + str(i))\r\n        for metricHeader, value in zip(metricHeaders, values.get('values')):\r\n          print(metricHeader.get('name') + ': ' + value)\r\n\r\ndef main():\r\n  analytics = initialize_analyticsreporting()\r\n  response = get_report(analytics)\r\n  print_response(response)\r\n\r\nif __name__ == '__main__':\r\n  main()\r\n \r\n<\/pre>\n
 <\/p>\n","protected":false},"excerpt":{"rendered":"
Python\u3067Google Analytics\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001 … <\/p>\n","protected":false},"author":1,"featured_media":8516,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[37],"tags":[],"class_list":["post-8523","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/pineplanter.moo.jp\/non-it-salaryman\/wp-json\/wp\/v2\/posts\/8523","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pineplanter.moo.jp\/non-it-salaryman\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pineplanter.moo.jp\/non-it-salaryman\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pineplanter.moo.jp\/non-it-salaryman\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pineplanter.moo.jp\/non-it-salaryman\/wp-json\/wp\/v2\/comments?post=8523"}],"version-history":[{"count":10,"href":"https:\/\/pineplanter.moo.jp\/non-it-salaryman\/wp-json\/wp\/v2\/posts\/8523\/revisions"}],"predecessor-version":[{"id":13139,"href":"https:\/\/pineplanter.moo.jp\/non-it-salaryman\/wp-json\/wp\/v2\/posts\/8523\/revisions\/13139"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pineplanter.moo.jp\/non-it-salaryman\/wp-json\/wp\/v2\/media\/8516"}],"wp:attachment":[{"href":"https:\/\/pineplanter.moo.jp\/non-it-salaryman\/wp-json\/wp\/v2\/media?parent=8523"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pineplanter.moo.jp\/non-it-salaryman\/wp-json\/wp\/v2\/categories?post=8523"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pineplanter.moo.jp\/non-it-salaryman\/wp-json\/wp\/v2\/tags?post=8523"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}