{"id":80839,"date":"2025-01-15T09:00:00","date_gmt":"2025-01-15T09:00:00","guid":{"rendered":"https:\/\/www.bullhorn.com\/uk\/?post_type=customer_blog&#038;p=80839"},"modified":"2025-01-14T19:32:30","modified_gmt":"2025-01-14T19:32:30","slug":"using-bullhorn-analytics-to-clean-your-data","status":"publish","type":"customer_blog","link":"https:\/\/www.bullhorn.com\/uk\/customer-blog\/using-bullhorn-analytics-to-clean-your-data\/","title":{"rendered":"Using Bullhorn Analytics to clean your data"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Are you getting ready to give your ATS a spring clean, preparing for AI, or doubling down on the idea that data is the best foundation for making good business decisions?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Here are our top tips for using Bullhorn Analytics to improve your data quality throughout Bullhorn.<\/span><\/p>\n<h3><b>Data quality metrics<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Bullhorn Analytics comes with a full suite of <\/span><a href=\"https:\/\/kb.bullhorn.com\/analytics\/Content\/Analytics\/Topics\/enterpriseDataQualityMetrics.htm\"><span style=\"font-weight: 400;\">data quality metrics<\/span><\/a><span style=\"font-weight: 400;\">, giving you a heads-up that everything is not quite what it might seem.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Have you ever had the sneaking suspicion that your team\u2019s very full jobs pipeline, with its dreamy high expected value, is not quite true to life? I suggest checking out the <\/span><i><span style=\"font-weight: 400;\">Jobs Open More Than 100 Days<\/span><\/i><span style=\"font-weight: 400;\"> metric.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-80840\" src=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-6.png\" alt=\"\" width=\"1600\" height=\"391\" srcset=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-6.png 1600w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-6-768x188.png 768w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-6-1536x375.png 1536w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-6-300x73.png 300w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-6-1440x352.png 1440w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">The majority of those 180 open jobs should be marked as closed, which will help your data more accurately reflect what\u2019s really going on.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Or maybe you\u2019re catching on that someone on your team isn\u2019t quite as on top of their admin as they would like you to believe. Metrics like <\/span><i><span style=\"font-weight: 400;\">Placements With 0 Value<\/span><\/i><span style=\"font-weight: 400;\"> and <\/span><i><span style=\"font-weight: 400;\">Perm Placements Time To Fill &lt; 1 Week<\/span><\/i><span style=\"font-weight: 400;\"> will highlight where someone may be cutting corners.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If you click into a metric, it will bring up the <\/span><i><span style=\"font-weight: 400;\">Data Details Clickthrough<\/span><\/i><span style=\"font-weight: 400;\">. This will show you the details of the offending record, and you can even click on any of the blue links to take you to that record in Bullhorn.<\/span><\/p>\n<p>&nbsp;<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-80841\" src=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-7.png\" alt=\"\" width=\"1600\" height=\"501\" srcset=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-7.png 1600w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-7-768x240.png 768w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-7-1536x481.png 1536w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-7-300x94.png 300w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-7-1440x451.png 1440w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">On Bullhorn Enterprise edition, these can be tweaked by our Support team as well.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Maybe your company does some deals with a fee higher than 30%, or your time to fill is occasionally under a week. Our Support team will be happy to change this metric to suit your business better. Please note that larger and more complex changes to your metrics may not be possible or may be chargeable work.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If you are on Bullhorn <\/span><a href=\"https:\/\/kb.bullhorn.com\/analytics\/Content\/Analytics\/Topics\/growthDataQualityMetrics.htm\"><span style=\"font-weight: 400;\">Growth<\/span><\/a><span style=\"font-weight: 400;\"> or <\/span><a href=\"https:\/\/kb.bullhorn.com\/analytics\/Content\/Analytics\/Topics\/corporateDataQualityMetrics.htm\"><span style=\"font-weight: 400;\">Corporate<\/span><\/a><span style=\"font-weight: 400;\"> editions, you will still have access to <\/span><i><span style=\"font-weight: 400;\">Data Quality <\/span><\/i><span style=\"font-weight: 400;\">metrics but a smaller selection.<\/span><\/p>\n<h3><b>Slice &amp; Dice<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">One of the most common data quality issues that Analytics can highlight is having multiple interviews with one candidate counting as a first Interview.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If you navigate over to Slice &amp; Dice, select the <\/span><i><span style=\"font-weight: 400;\">1st Interviews<\/span><\/i><span style=\"font-weight: 400;\"> metric, the relevant group, and whichever timeframe you\u2019re concerned with. Once the report has been run, drag in the blue tabs for \u201cCandidate,\u201d \u201cCompany,\u201d and \u201cJob Title\u201d under Rows. If you then sort the results by clicking 1st Interviews, it will put candidates with multiple 1st Interviews at the same job at the top of the results. Click on the results to go to the offending record in the ATS.<\/span><\/p>\n<p>&nbsp;<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-80842\" src=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-5.png\" alt=\"\" width=\"1132\" height=\"385\" srcset=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-5.png 1132w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-5-768x261.png 768w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-5-300x102.png 300w\" sizes=\"auto, (max-width: 1132px) 100vw, 1132px\" \/>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Then you just need to figure out why this is happening! Sometimes, this will be due to the <\/span><a href=\"https:\/\/help.bullhorn.com\/bhatsTopics\/s\/article\/ATS-Bullhorn-Email-Integration-Overview-and-Common-Questions\"><span style=\"font-weight: 400;\">ATS email integration<\/span><\/a><span style=\"font-weight: 400;\"> automatically logging an appointment, and then the consultant logs the same interview manually. Other times, consultants are logging interviews incorrectly. You can check out <\/span><a href=\"https:\/\/kb.bullhorn.com\/analytics\/Content\/Analytics\/Topics\/trackInterviewsinBA.htm\"><span style=\"font-weight: 400;\">our article in the Knowledge Base<\/span><\/a><span style=\"font-weight: 400;\"> for best practices on logging Interviews accurately in Analytics.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Slice &amp; Dice can also be used to investigate other duplicate records, such as to find out if there are multiple Client records. Choose the metric \u201cNew Clients\u201d and input a custom date range to go back multiple years. Change the tab from Owner to Company, and you\u2019ll be able to see if anyone\u2019s accidentally created a new Client record when one already existed. Hopefully, your team is doing better than our demo environment!<\/span><\/p>\n<p>&nbsp;<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-80843\" src=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/analytics-4.png\" alt=\"\" width=\"512\" height=\"166\" srcset=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/analytics-4.png 512w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/analytics-4-300x97.png 300w\" sizes=\"auto, (max-width: 512px) 100vw, 512px\" \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-80844\" src=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-4.png\" alt=\"\" width=\"1157\" height=\"513\" srcset=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-4.png 1157w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-4-768x341.png 768w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-4-300x133.png 300w\" sizes=\"auto, (max-width: 1157px) 100vw, 1157px\" \/>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">These are simple reports to run, and the method of doing so can apply to lots of different areas, such as finding candidates with duplicate records or if the same CV Send\/Submission has been recorded multiple times.<\/span><\/p>\n<h3><b>Custom metrics<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">If the pre-made data quality metrics and Slice &amp; Dice options don\u2019t cover the specific example you\u2019re looking for, then <\/span><a href=\"https:\/\/kb.bullhorn.com\/analytics\/Content\/Analytics\/Topics\/metricEditing.htm\"><span style=\"font-weight: 400;\">metric editing<\/span><\/a><span style=\"font-weight: 400;\"> may be the answer.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A simple metric you can create yourself would be to find any client contacts who have been added to the system without contact details.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In the<\/span><i><span style=\"font-weight: 400;\"> Edit Metrics <\/span><\/i><span style=\"font-weight: 400;\">tab, find your \u201cNew Client Contacts\u201d metric, and click the kebab menu to select \u201cInherit from this metric.\u201d This will duplicate this metric but leave your new metric linked to the original metric, so if you make any changes to the original metric (like adding visible columns), they\u2019ll also apply to your new metric.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Then open the <\/span><i><span style=\"font-weight: 400;\">Config tab <\/span><\/i><span style=\"font-weight: 400;\">and scroll to \u201cFilter.\u201d You can add two conditions: select \u201cClient Contact Email Address\u201d and \u201cClient Contact Phone Number\u201d and set the operator for both to \u201cis Blank.\u201d This will filter the <\/span><i><span style=\"font-weight: 400;\">Client Contacts Added<\/span><\/i><span style=\"font-weight: 400;\"> metric to only show contacts with no email address or phone number.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-80845\" src=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-3.png\" alt=\"\" width=\"1515\" height=\"455\" srcset=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-3.png 1515w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-3-768x231.png 768w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-3-300x90.png 300w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-3-1440x432.png 1440w\" sizes=\"auto, (max-width: 1515px) 100vw, 1515px\" \/>\n<p>&nbsp;<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-80846\" src=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-2-1.png\" alt=\"\" width=\"1600\" height=\"493\" srcset=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-2-1.png 1600w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-2-1-768x237.png 768w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-2-1-1536x473.png 1536w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-2-1-300x92.png 300w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-2-1-1440x444.png 1440w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">If your team is a little bit sneakier, though, and will put <\/span><i><span style=\"font-weight: 400;\">something<\/span><\/i><span style=\"font-weight: 400;\"> in the field, even if it\u2019s not a real phone number or email address, we can take this a step further.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Set the operator instead to \u201cDoes not contain\u201d and then specify \u201c@\u201d or \u201c.\u201d. No real email address is missing either of those, so this should help identify any others that need updating.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Phone number is trickier, and may depend on your region. If all of my client contacts are based in the UK, I could specify that each phone number contains either \u201c0\u201d or \u201c+44\u201d.<\/span><\/p>\n<p>&nbsp;<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-80847\" src=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-1-1.png\" alt=\"\" width=\"1499\" height=\"684\" srcset=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-1-1.png 1499w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-1-1-768x350.png 768w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-1-1-300x137.png 300w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/redux-1-1-1440x657.png 1440w\" sizes=\"auto, (max-width: 1499px) 100vw, 1499px\" \/>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">This metric will then show client contacts who have been added and have something in either of these fields but that isn\u2019t usable information.<\/span><\/p>\n<p>&nbsp;<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-80848\" src=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/analytics-9.png\" alt=\"\" width=\"1497\" height=\"150\" srcset=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/analytics-9.png 1497w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/analytics-9-768x77.png 768w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/analytics-9-300x30.png 300w, https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/analytics-9-1440x144.png 1440w\" sizes=\"auto, (max-width: 1497px) 100vw, 1497px\" \/>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Now that you know the mistakes in your database that are throwing off your figures, it\u2019s time to fix them and train your team so that new ones don\u2019t pop up! If you have Automation, consider using our <\/span><a href=\"https:\/\/www.bullhorn.com\/connected-recruiting\/product-playbooks\/data-hygiene\/\"><span style=\"font-weight: 400;\">data hygiene playbook,<\/span><\/a><span style=\"font-weight: 400;\"> or you can even use <\/span><a href=\"https:\/\/launch.bullhorn.com\/share\/asset\/view\/22\"><span style=\"font-weight: 400;\">Data Loader<\/span><\/a><span style=\"font-weight: 400;\"> in ATS native.<\/span><\/p>\n<p><a href=\"https:\/\/launch.bullhorn.com\/share\/asset\/view\/86\"><span style=\"font-weight: 400;\">Check out this recent webinar<\/span><\/a><span style=\"font-weight: 400;\"> for more tips on using ATS, Analytics, and Automation to improve data integrity.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Are you getting ready to give your ATS a spring clean, preparing for AI, or doubling down on the idea that data is the best foundation for making good business decisions? Here are our top tips for using Bullhorn Analytics to improve your data quality throughout Bullhorn. Data quality metrics Bullhorn Analytics comes with a [&hellip;]<\/p>\n","protected":false},"author":556,"featured_media":80849,"parent":0,"menu_order":0,"template":"","class_list":["post-80839","customer_blog","type-customer_blog","status-publish","has-post-thumbnail","hentry","customer_blog_category-learning"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Using Bullhorn Analytics to clean your data - Bullhorn UK<\/title>\n<meta name=\"description\" content=\"Here are our top tips for using Bullhorn Analytics to clean your data and build a strong foundation for your business.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.bullhorn.com\/uk\/customer-blog\/using-bullhorn-analytics-to-clean-your-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Using Bullhorn Analytics to clean your data - Bullhorn UK\" \/>\n<meta property=\"og:description\" content=\"Here are our top tips for using Bullhorn Analytics to clean your data and build a strong foundation for your business.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.bullhorn.com\/uk\/customer-blog\/using-bullhorn-analytics-to-clean-your-data\/\" \/>\n<meta property=\"og:site_name\" content=\"Bullhorn UK\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Bullhorn\/\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/Updates-to-blog-featured-images-Megs-copy-2025-01-14T142351.192.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1360\" \/>\n\t<meta property=\"og:image:height\" content=\"710\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.bullhorn.com\/uk\/customer-blog\/using-bullhorn-analytics-to-clean-your-data\/\",\"url\":\"https:\/\/www.bullhorn.com\/uk\/customer-blog\/using-bullhorn-analytics-to-clean-your-data\/\",\"name\":\"Using Bullhorn Analytics to clean your data - Bullhorn UK\",\"isPartOf\":{\"@id\":\"https:\/\/www.bullhorn.com\/uk\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.bullhorn.com\/uk\/customer-blog\/using-bullhorn-analytics-to-clean-your-data\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.bullhorn.com\/uk\/customer-blog\/using-bullhorn-analytics-to-clean-your-data\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/Updates-to-blog-featured-images-Megs-copy-2025-01-14T142351.192.jpg\",\"datePublished\":\"2025-01-15T09:00:00+00:00\",\"description\":\"Here are our top tips for using Bullhorn Analytics to clean your data and build a strong foundation for your business.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.bullhorn.com\/uk\/customer-blog\/using-bullhorn-analytics-to-clean-your-data\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.bullhorn.com\/uk\/customer-blog\/using-bullhorn-analytics-to-clean-your-data\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.bullhorn.com\/uk\/customer-blog\/using-bullhorn-analytics-to-clean-your-data\/#primaryimage\",\"url\":\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/Updates-to-blog-featured-images-Megs-copy-2025-01-14T142351.192.jpg\",\"contentUrl\":\"https:\/\/www.bullhorn.com\/uk\/wp-content\/uploads\/sites\/2\/2025\/01\/Updates-to-blog-featured-images-Megs-copy-2025-01-14T142351.192.jpg\",\"width\":1360,\"height\":710,\"caption\":\"Using Bullhorn Analytics to clean your data\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.bullhorn.com\/uk\/customer-blog\/using-bullhorn-analytics-to-clean-your-data\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Customer Blog Posts\",\"item\":\"https:\/\/www.bullhorn.com\/uk\/customer-blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Using Bullhorn Analytics to clean your data\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.bullhorn.com\/uk\/#website\",\"url\":\"https:\/\/www.bullhorn.com\/uk\/\",\"name\":\"Bullhorn UK\",\"description\":\"Applicant Tracking &amp; 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