{"id":7300,"date":"2015-05-12T11:33:40","date_gmt":"2015-05-12T15:33:40","guid":{"rendered":"http:\/\/www.iri.com\/blog\/?p=7300"},"modified":"2017-11-06T12:29:30","modified_gmt":"2017-11-06T17:29:30","slug":"testing-and-masking-singapore-nrics","status":"publish","type":"post","link":"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/","title":{"rendered":"Testing and Masking Singapore NRICs"},"content":{"rendered":"<p>Singapore NRICs are used in much the same way <a href=\"http:\/\/www.iri.com\/blog\/test-data\/united-states-social-security-number\/\" target=\"_blank\" rel=\"noopener\">Social Security numbers<\/a> are used in the United States. The Singapore NRIC identifies citizens, permanent residents, or any other person who has entered the country for \u00a0an extended stay on visa. It consists of nine characters, in the format:<\/p>\n<pre>@0000000#<\/pre>\n<p>The @ character represents residence\u00a0status. The next seven digits represent a random serial number, except the first two are the birth year for\u00a0permanent residents born after 1967. The last character is a check, or validation character.<\/p>\n<p><strong><br \/>\nCreating NRIC\u00a0Test Values with\u00a0<\/strong><strong>RowGen<\/strong><\/p>\n<p>A\u00a0new library function\u00a0is available for <a href=\"http:\/\/www.iri.com\/products\/rowgen\" target=\"_blank\" rel=\"noopener\">IRI\u00a0RowGen<\/a> users who wish to generate properly formatted, computationally valid\u00a0Singapore NRIC values. Call the\u00a0special function within a RowGen job script like this:<\/p>\n<pre>\/INFILE=random\r\n \/PROCESS=RANDOM\r\n \/INCOLLECT=1\r\n \/FIELD=(NATID=natid_gen_singapore(\"PERMANENT\", \"1991\"), TYPE=ASCII, POSITION=1, SIZE=20)\r\n \r\n\/REPORT\r\n\/OUTFILE=test.out\r\n \/PROCESS=RECORD\r\n \/FIELD=(NATID, TYPE=ASCII, POSITION=1)<\/pre>\n<p>The output from this routine is:<\/p>\n<pre>T9119134I<\/pre>\n<p>where the &#8220;incollect&#8221; value determined the number of test values produced.<\/p>\n<p>When trying to create a valid Singapore NRIC, like the above example, use the syntax:<\/p>\n<pre>\/FIELD=(FieldName=natid_gen_singapore(\"ResidenceType\", \"BirthYear\"), TYPE=ASCII, POSITION=1, SEPERATOR=\"\\t\")<\/pre>\n<p>where:<\/p>\n<ul>\n<li>FieldName is the desired name for the field (e.g., NRIC)<\/li>\n<li>ResidenceType is either\u00a0PERMANENT or\u00a0TEMPORARY<\/li>\n<li>BirthYear is the 4-digit year of birth\u00a0year<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><strong>Masking Real NRIC Values with\u00a0FieldShield<\/strong><\/p>\n<p><a href=\"http:\/\/www.iri.com\/products\/fieldshield\" target=\"_blank\" rel=\"noopener\">IRI FieldShield<\/a> now also\u00a0facilitates standard\u00a0redaction for NRICs in production <a href=\"http:\/\/www.iri.com\/products\/workbench\/data-sources\" target=\"_blank\" rel=\"noopener\">data sources<\/a>. The FieldShield data masking dialog available in the IRI Workbench <a href=\"http:\/\/www.iri.com\/products\/workbench\/fieldshield-gui\" target=\"_blank\" rel=\"noopener\">GUI for FieldShield<\/a> can mask all Singapore NRICs in one or more data sources (if applied as <a href=\"http:\/\/www.iri.com\/products\/workbench\/fieldshield-gui\/apply-rules\" target=\"_blank\" rel=\"noopener\">rule<\/a>).<\/p>\n<p>For example, from the &#8216;New Protect Job&#8217; wizard in IRI Workbench,<\/p>\n<ol>\n<li>Specify your project folder and a file name for the FieldShield Control Lanague (.fcl) job script. Click &#8220;Next&#8221;to go to the Data Sources window.<\/li>\n<li>Click on &#8220;Add Data Source&#8230;&#8221; and browse to the input holding\u00a0the Singapore NRICs to mask. Click\u00a0&#8220;Open&#8221; to select it, and &#8220;OK&#8221; to return to the Data Sources window.<\/li>\n<li>Click &#8220;Discover Metadata&#8230;&#8221; and enter a name for the .DDF <a href=\"http:\/\/www.iri.com\/products\/cosort\/sortcl-metadata\" target=\"_blank\" rel=\"noopener\">metadata<\/a> file. Click\u00a0&#8220;Next&#8221; and\u00a0in the new Format window, select &#8220;DELIMITED&#8221;, and specify\u00a0&#8220;,&#8221;. Click &#8220;Next&#8221; to see the\u00a0table items displayed, and &#8216;Finish&#8221;\u00a0to return to the Data Sources window. Click &#8220;Yes&#8221; in the prompt to\u00a0apply the\u00a0DDF fields to this job.<\/li>\n<li>Click &#8220;Next&#8221; to open the\u00a0Data Targets window, and &#8220;Add Data Target&#8230;&#8221;. Browse to a\u00a0target that will receive your (masked) data, click &#8220;Open&#8221; to select it, and\u00a0click &#8220;OK&#8221; to return.<\/li>\n<li>Click &#8220;Target Field Layout&#8230;&#8221; and in the mapping\u00a0window select your\u00a0NRIC\u00a0field name in the targets tab, then\u00a0&#8220;Masking&#8221; from\u00a0the\u00a0&#8220;Field Protection&#8221;\u00a0menu. Select Singapore NRIC next to the Mask label, and click &#8220;OK&#8221; twice\u00a0to return to Data Targets.<\/li>\n<li>Once you&#8217;re done,\u00a0click &#8220;Finish&#8221;\u00a0to\u00a0generate the job\u00a0script.<\/li>\n<\/ol>\n<p><a href=\"http:\/\/www.iri.com\/blog\/wp-content\/uploads\/2015\/05\/Options.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-7303\" src=\"http:\/\/www.iri.com\/blog\/wp-content\/uploads\/2015\/05\/Options.png\" alt=\"SNRIC_Options\" width=\"600\" height=\"541\" srcset=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/Options.png 975w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/Options-300x270.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<p><strong>Output script \/ masked data<\/strong><\/p>\n<p><a href=\"http:\/\/www.iri.com\/blog\/wp-content\/uploads\/2015\/05\/Script.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-7302\" src=\"http:\/\/www.iri.com\/blog\/wp-content\/uploads\/2015\/05\/Script-1024x722.png\" alt=\"SNRIC_Script\" width=\"600\" height=\"423\" srcset=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/Script-1024x722.png 1024w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/Script-300x211.png 300w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/Script.png 1195w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<p style=\"text-align: left;\">Please submit feedback on this article below, or contact <a href=\"mailto:info@iri.com\" target=\"_blank\" rel=\"noopener\">info@iri.com<\/a> for more information on RowGen for generating synthetic test data or FieldShield for masking production data.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Singapore NRICs are used in much the same way Social Security numbers are used in the United States. The Singapore NRIC identifies citizens, permanent residents, or any other person who has entered the country for \u00a0an extended stay on visa. It consists of nine characters, in the format: @0000000# The @ character represents residence\u00a0status. The<\/p>\n<div><a class=\"btn-filled btn\" href=\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/\" title=\"Testing and Masking Singapore NRICs\">Read More<\/a><\/div>\n","protected":false},"author":61,"featured_media":11715,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"categories":[8,29],"tags":[769,770,767,768,766],"class_list":["post-7300","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-protection","category-test-data","tag-encrypt-nric","tag-nric-encryption","tag-nric-masking","tag-singapore-id-mask","tag-singapore-nric"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Testing and Masking Singapore NRICs - IRI<\/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:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Testing and Masking Singapore NRICs - IRI\" \/>\n<meta property=\"og:description\" content=\"Singapore NRICs are used in much the same way Social Security numbers are used in the United States. The Singapore NRIC identifies citizens, permanent residents, or any other person who has entered the country for \u00a0an extended stay on visa. It consists of nine characters, in the format: @0000000# The @ character represents residence\u00a0status. TheRead More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/\" \/>\n<meta property=\"og:site_name\" content=\"IRI\" \/>\n<meta property=\"article:published_time\" content=\"2015-05-12T15:33:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2017-11-06T17:29:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/singapore-id-pixelated.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"750\" \/>\n\t<meta property=\"og:image:height\" content=\"422\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Nathan Dymora\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Nathan Dymora\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/\"},\"author\":{\"name\":\"Nathan Dymora\",\"@id\":\"https:\/\/beta.iri.com\/blog\/#\/schema\/person\/6c3bde00b144e9786b3d024c1e45defa\"},\"headline\":\"Testing and Masking Singapore NRICs\",\"datePublished\":\"2015-05-12T15:33:40+00:00\",\"dateModified\":\"2017-11-06T17:29:30+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/\"},\"wordCount\":470,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/singapore-id-pixelated.jpg\",\"keywords\":[\"encrypt nric\",\"nric encryption\",\"nric masking\",\"singapore ID mask\",\"singapore nric\"],\"articleSection\":[\"Data Masking\/Protection\",\"Test Data\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/\",\"url\":\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/\",\"name\":\"Testing and Masking Singapore NRICs - IRI\",\"isPartOf\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/singapore-id-pixelated.jpg\",\"datePublished\":\"2015-05-12T15:33:40+00:00\",\"dateModified\":\"2017-11-06T17:29:30+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#primaryimage\",\"url\":\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/singapore-id-pixelated.jpg\",\"contentUrl\":\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/singapore-id-pixelated.jpg\",\"width\":750,\"height\":422},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/beta.iri.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Testing and Masking Singapore NRICs\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/beta.iri.com\/blog\/#website\",\"url\":\"https:\/\/beta.iri.com\/blog\/\",\"name\":\"IRI\",\"description\":\"Total Data Management Blog\",\"publisher\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/beta.iri.com\/blog\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/beta.iri.com\/blog\/#organization\",\"name\":\"IRI\",\"url\":\"https:\/\/beta.iri.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/beta.iri.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/02\/iri-logo-total-data-management-small-1.png\",\"contentUrl\":\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/02\/iri-logo-total-data-management-small-1.png\",\"width\":750,\"height\":206,\"caption\":\"IRI\"},\"image\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/beta.iri.com\/blog\/#\/schema\/person\/6c3bde00b144e9786b3d024c1e45defa\",\"name\":\"Nathan Dymora\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/beta.iri.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/fe3589b371c7912ed817bd9e5e443745?s=96&d=blank&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/fe3589b371c7912ed817bd9e5e443745?s=96&d=blank&r=g\",\"caption\":\"Nathan Dymora\"},\"url\":\"https:\/\/beta.iri.com\/blog\/author\/nathand\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Testing and Masking Singapore NRICs - IRI","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/","og_locale":"en_US","og_type":"article","og_title":"Testing and Masking Singapore NRICs - IRI","og_description":"Singapore NRICs are used in much the same way Social Security numbers are used in the United States. The Singapore NRIC identifies citizens, permanent residents, or any other person who has entered the country for \u00a0an extended stay on visa. It consists of nine characters, in the format: @0000000# The @ character represents residence\u00a0status. TheRead More","og_url":"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/","og_site_name":"IRI","article_published_time":"2015-05-12T15:33:40+00:00","article_modified_time":"2017-11-06T17:29:30+00:00","og_image":[{"width":750,"height":422,"url":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/singapore-id-pixelated.jpg","type":"image\/jpeg"}],"author":"Nathan Dymora","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Nathan Dymora","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#article","isPartOf":{"@id":"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/"},"author":{"name":"Nathan Dymora","@id":"https:\/\/beta.iri.com\/blog\/#\/schema\/person\/6c3bde00b144e9786b3d024c1e45defa"},"headline":"Testing and Masking Singapore NRICs","datePublished":"2015-05-12T15:33:40+00:00","dateModified":"2017-11-06T17:29:30+00:00","mainEntityOfPage":{"@id":"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/"},"wordCount":470,"commentCount":0,"publisher":{"@id":"https:\/\/beta.iri.com\/blog\/#organization"},"image":{"@id":"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#primaryimage"},"thumbnailUrl":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/singapore-id-pixelated.jpg","keywords":["encrypt nric","nric encryption","nric masking","singapore ID mask","singapore nric"],"articleSection":["Data Masking\/Protection","Test Data"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/","url":"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/","name":"Testing and Masking Singapore NRICs - IRI","isPartOf":{"@id":"https:\/\/beta.iri.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#primaryimage"},"image":{"@id":"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#primaryimage"},"thumbnailUrl":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/singapore-id-pixelated.jpg","datePublished":"2015-05-12T15:33:40+00:00","dateModified":"2017-11-06T17:29:30+00:00","breadcrumb":{"@id":"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#primaryimage","url":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/singapore-id-pixelated.jpg","contentUrl":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/singapore-id-pixelated.jpg","width":750,"height":422},{"@type":"BreadcrumbList","@id":"https:\/\/beta.iri.com\/blog\/data-protection\/testing-and-masking-singapore-nrics\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/beta.iri.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Testing and Masking Singapore NRICs"}]},{"@type":"WebSite","@id":"https:\/\/beta.iri.com\/blog\/#website","url":"https:\/\/beta.iri.com\/blog\/","name":"IRI","description":"Total Data Management Blog","publisher":{"@id":"https:\/\/beta.iri.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/beta.iri.com\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/beta.iri.com\/blog\/#organization","name":"IRI","url":"https:\/\/beta.iri.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/beta.iri.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/02\/iri-logo-total-data-management-small-1.png","contentUrl":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/02\/iri-logo-total-data-management-small-1.png","width":750,"height":206,"caption":"IRI"},"image":{"@id":"https:\/\/beta.iri.com\/blog\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/beta.iri.com\/blog\/#\/schema\/person\/6c3bde00b144e9786b3d024c1e45defa","name":"Nathan Dymora","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/beta.iri.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/fe3589b371c7912ed817bd9e5e443745?s=96&d=blank&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/fe3589b371c7912ed817bd9e5e443745?s=96&d=blank&r=g","caption":"Nathan Dymora"},"url":"https:\/\/beta.iri.com\/blog\/author\/nathand\/"}]}},"jetpack_featured_media_url":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2015\/05\/singapore-id-pixelated.jpg","_links":{"self":[{"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/posts\/7300"}],"collection":[{"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/users\/61"}],"replies":[{"embeddable":true,"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/comments?post=7300"}],"version-history":[{"count":12,"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/posts\/7300\/revisions"}],"predecessor-version":[{"id":11716,"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/posts\/7300\/revisions\/11716"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/media\/11715"}],"wp:attachment":[{"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/media?parent=7300"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/categories?post=7300"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/tags?post=7300"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}