{"id":117798,"date":"2025-03-07T12:27:19","date_gmt":"2025-03-07T12:27:19","guid":{"rendered":"https:\/\/peraltafinancing.com\/analytics\/gtmtips-remove-pii-from-google-analytics-hits\/"},"modified":"2025-03-07T12:27:19","modified_gmt":"2025-03-07T12:27:19","slug":"gtmtips-remove-pii-from-google-analytics-hits","status":"publish","type":"post","link":"https:\/\/fivemor.com\/?p=117798","title":{"rendered":"#GTMTips: Remove PII From Google Analytics Hits"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div>\n<p>Sending <strong>personally identifiable information<\/strong> (PII) to <a href=\"https:\/\/analytics.google.com\">Google Analytics<\/a> is one of the things you should really avoid doing. For one, it\u2019s against the terms of service of the platform, but also you will most likely be in violation of national, federal, or EU legislation drafted to protect the privacy of individuals online.<\/p>\n<p>In this <a href=\"https:\/\/www.simoahava.com\/categories\/gtm-tips\/\">#GTMTips<\/a> post, I\u2019ll show you a way to make sure that any tags you configure this solution with will not contain strings that might be construed as PII. The tip is for <a href=\"https:\/\/tagmanager.google.com\/\">Google Tag Manager<\/a>, but with very little modifications it will work with Universal Analytics, too.<\/p>\n<p>(<strong>UPDATE 8 September 2017:<\/strong> Check out Brian Clifton\u2019s great extension of this solution: <a href=\"https:\/\/brianclifton.com\/blog\/2017\/09\/07\/remove-pii-from-google-analytics\/\">Remove PII from Google Analytics<\/a>)<\/p>\n<p>                <span class=\"simmer\"><br \/>\n  <span class=\"close\">X<\/span><\/p>\n<p>\n    <span class=\"fa fa-md fa-bell\"\/><br \/>\n    <strong>The Simmer Newsletter<\/strong>\n  <\/p>\n<p>\n    Subscribe to the <a href=\"https:\/\/www.simoahava.com\/newsletter\/\">Simmer newsletter<\/a> to get the latest news and content from Simo Ahava into your email inbox!\n  <\/p>\n<p>  <\/span><\/p>\n<h2 id=\"tip-64-remove-pii-from-hits-to-google-analytics\">Tip 64: Remove PII from hits to Google Analytics<\/h2>\n<div style=\"aspect-ratio: 960 \/ 540;\" class=\"figure nocaption\">\n<p>    <a href=\"https:\/\/www.simoahava.com\/images\/2017\/08\/remove-pii-from-google-analytics-hits.jpg\" title=\"Use customTask to remove PII from Google Analytics hits\"><\/p>\n<p>    <img decoding=\"async\" class=\"fig-img\" height=\"540\" width=\"960\" loading=\"lazy\" src=\"https:\/\/www.simoahava.com\/images\/2017\/08\/remove-pii-from-google-analytics-hits.jpg#ZgotmplZ\" alt=\"Use customTask to remove PII from Google Analytics hits\"\/><\/p>\n<p>    <\/a><\/p>\n<\/div>\n<p>The solution hinges around <code>customTask<\/code>, which has fast become my favorite new feature in the analytics.js library. See the following articles to understand why I think so:<\/p>\n<p>Anyway, to make the whole thing run, create the following <strong>Custom JavaScript variable<\/strong>:<\/p>\n<div class=\"highlight\">\n<pre style=\"background-color:#fff;-moz-tab-size:4;-o-tab-size:4;tab-size:4\"><code class=\"language-javascript\" data-lang=\"javascript\"><span style=\"color:#00a\">function<\/span>() {\n  <span style=\"color:#00a\">return<\/span> <span style=\"color:#00a\">function<\/span>(model) {\n    <span style=\"color:#aaa;font-style:italic\">\/\/ Add the PII patterns into this array as objects\n<\/span><span style=\"color:#aaa;font-style:italic\"\/>    <span style=\"color:#00a\">var<\/span> piiRegex = [{\n      name: <span style=\"color:#a50\">'EMAIL'<\/span>,\n      regex: <span style=\"color:#099\">\/.{4}@.{4}\/g<\/span>\n    },{\n      name: <span style=\"color:#a50\">'HETU'<\/span>,\n      regex: <span style=\"color:#099\">\/\\d{6}[A+-]\\d{3}[0-9A-FHJ-NPR-Y]\/gi<\/span>\n    }];\n    \n    <span style=\"color:#00a\">var<\/span> globalSendTaskName = <span style=\"color:#a50\">'_'<\/span> + model.get(<span style=\"color:#a50\">'trackingId'<\/span>) + <span style=\"color:#a50\">'_sendHitTask'<\/span>;\n    \n    <span style=\"color:#aaa;font-style:italic\">\/\/ Fetch reference to the original sendHitTask\n<\/span><span style=\"color:#aaa;font-style:italic\"\/>    <span style=\"color:#00a\">var<\/span> originalSendTask = <span style=\"color:#0aa\">window<\/span>[globalSendTaskName] = <span style=\"color:#0aa\">window<\/span>[globalSendTaskName] || model.get(<span style=\"color:#a50\">'sendHitTask'<\/span>);\n  \n    <span style=\"color:#00a\">var<\/span> i, hitPayload, parts, val;\n    \n    <span style=\"color:#aaa;font-style:italic\">\/\/ Overwrite sendHitTask with PII purger\n<\/span><span style=\"color:#aaa;font-style:italic\"\/>    model.set(<span style=\"color:#a50\">'sendHitTask'<\/span>, <span style=\"color:#00a\">function<\/span>(sendModel) {\n      hitPayload = sendModel.get(<span style=\"color:#a50\">'hitPayload'<\/span>).split(<span style=\"color:#a50\">'&amp;'<\/span>);\n      <span style=\"color:#00a\">for<\/span> (i = <span style=\"color:#099\">0<\/span>; i '=');\n        <span style=\"color:#aaa;font-style:italic\">\/\/ Double-decode, to account for web server encode + analytics.js encode\n<\/span><span style=\"color:#aaa;font-style:italic\"\/>        <span style=\"color:#00a\">try<\/span> {\n          val = <span style=\"color:#0aa\">decodeURIComponent<\/span>(<span style=\"color:#0aa\">decodeURIComponent<\/span>(parts[<span style=\"color:#099\">1<\/span>]));\n        } <span style=\"color:#00a\">catch<\/span>(e) {\n          val = <span style=\"color:#0aa\">decodeURIComponent<\/span>(parts[<span style=\"color:#099\">1<\/span>]);\n        }\n        piiRegex.forEach(<span style=\"color:#00a\">function<\/span>(pii) {\n          val = val.replace(pii.regex, <span style=\"color:#a50\">'[REDACTED '<\/span> + pii.name + <span style=\"color:#a50\">']'<\/span>);\n        });\n        parts[<span style=\"color:#099\">1<\/span>] = <span style=\"color:#0aa\">encodeURIComponent<\/span>(val);\n        hitPayload[i] = parts.join(<span style=\"color:#a50\">'='<\/span>);\n      }\n      sendModel.set(<span style=\"color:#a50\">'hitPayload'<\/span>, hitPayload.join(<span style=\"color:#a50\">'&amp;'<\/span>), <span style=\"color:#00a\">true<\/span>);\n      originalSendTask(sendModel);\n    });\n  };\n}\n<\/code><\/pre>\n<\/div>\n<p>Once you add this variable to your Universal Analytics tags as the <code>customTask<\/code> field, any hits sent by these tags will be parsed by this variable, which replaces the instances of PII with the string [REDACTED pii_type].<\/p>\n<div style=\"aspect-ratio: 1764 \/ 768;\" class=\"figure nocaption\">\n<p>    <a href=\"https:\/\/www.simoahava.com\/images\/2017\/08\/more-settings-fields-to-set.jpg\" title=\"customtask Fields to set\"><\/p>\n<p>    <img decoding=\"async\" class=\"fig-img\" height=\"768\" width=\"1764\" loading=\"lazy\" src=\"https:\/\/www.simoahava.com\/images\/2017\/08\/more-settings-fields-to-set.jpg#ZgotmplZ\" alt=\"customtask Fields to set\"\/><\/p>\n<p>    <\/a><\/p>\n<\/div>\n<p>At the beginning of the code snippet, you\u2019ll see the configuration object <code>piiRegex<\/code>. It\u2019s an array of object literals, where each object has two properties: <code>name<\/code> and <code>regex<\/code>. The first is what will be used in the replace string after \u201cREDACTED\u201d. So if <code>name<\/code> is \u201cEMAIL\u201d, you\u2019ll see \u201c[REDACTED EMAIL]\u201d in your Google Analytics reports wherever PII data was removed.<\/p>\n<p>The second parameter, <code>regex<\/code>, is where you\u2019ll add the regular expression literal for whatever PII pattern you want to redact. In the example above, I have two patterns:<\/p>\n<ul>\n<li>\n<p><code>\/.{4}@.{4}\/g<\/code> &#8211; this matches all @ symbols plus the four preceding and four following characters. So if ANY part of the payload (URL, Custom Dimension, Event Label, etc.) has the @ symbol, then the string will be obfuscated. Thus, <code><a href=\"https:\/\/www.simoahava.com\/cdn-cgi\/l\/email-protection\" class=\"__cf_email__\" data-cfemail=\"6112080c0e4f124f000900170021060c00080d4f020e0c\">[email\u00a0protected]<\/a><\/code> becomes <code>simo.s.a[REDACTED EMAIL]l.com<\/code>.<\/p>\n<\/li>\n<li>\n<p><code>\/\\d{6}[A+-]\\d{3}[0-9A-FHJ-NPR-Y]\/gi<\/code> &#8211; this is a <em>reasonably<\/em> good abstraction of the Finnish personal identity code. It\u2019s not perfect, because the personal identity code is actually a calculation, so you can\u2019t use simple pattern matches to only find valid codes. This regular expression will probably result in many false positives, especially if your GA hits include UUIDs or any type of alphanumeric hashes. But it\u2019s still better than collecting this sensitive data.<\/p>\n<\/li>\n<\/ul>\n<p>You can add your own regular expression patterns as new objects of the array.<\/p>\n<p>When you add this variable into the <code>customTask<\/code> field of a Universal Analytics tag, the code will run through the entire payload, looking for matches to the regular expressions you provide in the configuration array. If any matches are made, they are redacted.<\/p>\n<p>Do you have other, useful regular expressions for finding and weeding out personally identifiable information?<\/p>\n<\/p><\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>Sending personally identifiable information (PII) to Google Analytics is one of the things you should really avoid doing. For one, it\u2019s against the terms of service of the platform, but also you will most likely be in violation of national, federal, or EU legislation drafted to protect the privacy of individuals online. In this #GTMTips [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":117799,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12033],"tags":[12765,1531,14492,15047,52219,8927],"dealstore":[],"offerexpiration":[],"class_list":["post-117798","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analytics","tag-analytics","tag-google","tag-gtmtips","tag-hits","tag-pii","tag-remove"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>#GTMTips: Remove PII From Google Analytics Hits - Som2ny Network<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fivemor.com\/?p=117798\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"#GTMTips: Remove PII From Google Analytics Hits - Som2ny Network\" \/>\n<meta property=\"og:description\" content=\"Sending personally identifiable information (PII) to Google Analytics is one of the things you should really avoid doing. 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