{"id":252,"date":"2021-04-01T02:20:00","date_gmt":"2021-04-01T02:20:00","guid":{"rendered":"https:\/\/datanovel.com\/home\/?p=252"},"modified":"2021-04-02T21:52:12","modified_gmt":"2021-04-02T21:52:12","slug":"how-to-monitor-data-cleansing-performance","status":"publish","type":"post","link":"https:\/\/www.datanovel.com\/home\/how-to-monitor-data-cleansing-performance\/","title":{"rendered":"How to monitor data cleansing performance"},"content":{"rendered":"\n<p>Although daily monitoring of backlogs is a hands-on approach to data cleansing project management, it is also vital for the project manager to see the bigger picture \u2013 the overall weekly improvement of supplier data quality. Reassessing the quality of supplier master data once a week allows:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>correcting the tactics and reacting quickly when relocation of available resources is required<\/li><li>finding any circumstances when previously cleansed data is becoming corrupted, noticing any cases where temperate process fix was not adequately implemented or was malfunctioning<\/li><li>maintaining a direct connection between the team\u2019s performance and data quality improvement<\/li><li>evaluate data that lost its actuality on the course of the project<\/li><\/ul>\n\n\n\n<p>Datanovel independently prepares weekly updates for data cleansing projects, conducting the complete verification of supplier master data with official sources once a week. Effectively, delivering <a href=\"https:\/\/datanovel.com\/home\/awareness-of-data-quality\/\">Awareness of Data Quality<\/a> every week in the nice dashboard-like format. An example of the weekly report from Datanovel (<a href=\"http:\/\/bit.ly\/2OgD5DX\">Download<\/a>):<\/p>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"3246\" height=\"1822\" src=\"https:\/\/datanovel.com\/home\/wp-content\/uploads\/2021\/04\/2of15.png\" alt=\"\" class=\"wp-image-257\" srcset=\"https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/2of15.png 3246w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/2of15-300x168.png 300w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/2of15-1024x575.png 1024w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/2of15-768x431.png 768w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/2of15-1536x862.png 1536w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/2of15-2048x1150.png 2048w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/2of15-1080x606.png 1080w\" sizes=\"auto, (max-width: 3246px) 100vw, 3246px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"3248\" height=\"1825\" src=\"https:\/\/datanovel.com\/home\/wp-content\/uploads\/2021\/04\/3of15.png\" alt=\"\" class=\"wp-image-258\" srcset=\"https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/3of15.png 3248w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/3of15-300x169.png 300w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/3of15-1024x575.png 1024w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/3of15-768x432.png 768w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/3of15-1536x863.png 1536w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/3of15-2048x1151.png 2048w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/3of15-1080x607.png 1080w\" sizes=\"auto, (max-width: 3248px) 100vw, 3248px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"3244\" height=\"1823\" src=\"https:\/\/datanovel.com\/home\/wp-content\/uploads\/2021\/04\/4of15.png\" alt=\"\" class=\"wp-image-259\" srcset=\"https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/4of15.png 3244w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/4of15-300x169.png 300w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/4of15-1024x575.png 1024w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/4of15-768x432.png 768w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/4of15-1536x863.png 1536w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/4of15-2048x1151.png 2048w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/4of15-1080x607.png 1080w\" sizes=\"auto, (max-width: 3244px) 100vw, 3244px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"3249\" height=\"1827\" src=\"https:\/\/datanovel.com\/home\/wp-content\/uploads\/2021\/04\/5of15.png\" alt=\"\" class=\"wp-image-261\" srcset=\"https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/5of15.png 3249w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/5of15-300x169.png 300w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/5of15-1024x576.png 1024w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/5of15-768x432.png 768w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/5of15-1536x864.png 1536w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/5of15-2048x1152.png 2048w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/5of15-1080x607.png 1080w\" sizes=\"auto, (max-width: 3249px) 100vw, 3249px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"3249\" height=\"1823\" src=\"https:\/\/datanovel.com\/home\/wp-content\/uploads\/2021\/04\/6of15.png\" alt=\"\" class=\"wp-image-262\" srcset=\"https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/6of15.png 3249w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/6of15-300x168.png 300w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/6of15-1024x575.png 1024w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/6of15-768x431.png 768w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/6of15-1536x862.png 1536w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/6of15-2048x1149.png 2048w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/6of15-1080x606.png 1080w\" sizes=\"auto, (max-width: 3249px) 100vw, 3249px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"3249\" height=\"1831\" src=\"https:\/\/datanovel.com\/home\/wp-content\/uploads\/2021\/04\/7of15.png\" alt=\"\" class=\"wp-image-263\" srcset=\"https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/7of15.png 3249w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/7of15-300x169.png 300w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/7of15-1024x577.png 1024w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/7of15-768x433.png 768w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/7of15-1536x866.png 1536w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/7of15-2048x1154.png 2048w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/7of15-1080x609.png 1080w\" sizes=\"auto, (max-width: 3249px) 100vw, 3249px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"3249\" height=\"1823\" src=\"https:\/\/datanovel.com\/home\/wp-content\/uploads\/2021\/04\/8of15.png\" alt=\"\" class=\"wp-image-264\" srcset=\"https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/8of15.png 3249w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/8of15-300x168.png 300w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/8of15-1024x575.png 1024w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/8of15-768x431.png 768w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/8of15-1536x862.png 1536w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/8of15-2048x1149.png 2048w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/8of15-1080x606.png 1080w\" sizes=\"auto, (max-width: 3249px) 100vw, 3249px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"3249\" height=\"1824\" src=\"https:\/\/datanovel.com\/home\/wp-content\/uploads\/2021\/04\/9of15.png\" alt=\"\" class=\"wp-image-265\" srcset=\"https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/9of15.png 3249w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/9of15-300x168.png 300w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/9of15-1024x575.png 1024w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/9of15-768x431.png 768w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/9of15-1536x862.png 1536w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/9of15-2048x1150.png 2048w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/9of15-1080x606.png 1080w\" sizes=\"auto, (max-width: 3249px) 100vw, 3249px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"3250\" height=\"1827\" src=\"https:\/\/datanovel.com\/home\/wp-content\/uploads\/2021\/04\/10of15.png\" alt=\"\" class=\"wp-image-266\" srcset=\"https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/10of15.png 3250w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/10of15-300x169.png 300w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/10of15-1024x576.png 1024w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/10of15-768x432.png 768w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/10of15-1536x863.png 1536w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/10of15-2048x1151.png 2048w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/10of15-1080x607.png 1080w\" sizes=\"auto, (max-width: 3250px) 100vw, 3250px\" \/><\/figure>\n\n\n\n<p>The improvement in the percentage of records with up-to-date and complete data is the ultimate indicator of the success data cleansing project. This can be reported weekly to all stakeholders:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>members of the data cleansing team;<\/li><li>stakeholders within various functions who are interested in achieving supplier master data excellence, and who are significantly affected by implemented temporary process fixes;<\/li><li>digital transformation leads and technical data migration teams (these people do know the value of the quality data);<\/li><li>senior stakeholders who provide sponsorship and support to the project.<\/li><\/ul>\n\n\n\n<p>The following slide can be used for issuing such status update.<\/p>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"3249\" height=\"1823\" src=\"https:\/\/datanovel.com\/home\/wp-content\/uploads\/2021\/04\/11of15.png\" alt=\"\" class=\"wp-image-267\" srcset=\"https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/11of15.png 3249w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/11of15-300x168.png 300w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/11of15-1024x575.png 1024w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/11of15-768x431.png 768w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/11of15-1536x862.png 1536w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/11of15-2048x1149.png 2048w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/11of15-1080x606.png 1080w\" sizes=\"auto, (max-width: 3249px) 100vw, 3249px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"3250\" height=\"1823\" src=\"https:\/\/datanovel.com\/home\/wp-content\/uploads\/2021\/04\/12of15.png\" alt=\"\" class=\"wp-image-268\" srcset=\"https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/12of15.png 3250w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/12of15-300x168.png 300w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/12of15-1024x574.png 1024w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/12of15-768x431.png 768w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/12of15-1536x862.png 1536w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/12of15-2048x1149.png 2048w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/12of15-1080x606.png 1080w\" sizes=\"auto, (max-width: 3250px) 100vw, 3250px\" \/><\/figure>\n\n\n\n<p>A detailed status report can be provided on improvement of each data point when requested by a stakeholder, thereby enabling them to follow the issues weekly, and to offer timely additional help and support if required.&nbsp;<\/p>\n\n\n\n<p>The following slide can be used for such weekly update:<\/p>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"3248\" height=\"1824\" src=\"https:\/\/datanovel.com\/home\/wp-content\/uploads\/2021\/04\/13of15.png\" alt=\"\" class=\"wp-image-269\" srcset=\"https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/13of15.png 3248w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/13of15-300x168.png 300w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/13of15-1024x575.png 1024w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/13of15-768x431.png 768w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/13of15-1536x863.png 1536w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/13of15-2048x1150.png 2048w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/13of15-1080x607.png 1080w\" sizes=\"auto, (max-width: 3248px) 100vw, 3248px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"3248\" height=\"1824\" src=\"https:\/\/datanovel.com\/home\/wp-content\/uploads\/2021\/04\/15of15.png\" alt=\"\" class=\"wp-image-270\" srcset=\"https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/15of15.png 3248w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/15of15-300x168.png 300w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/15of15-1024x575.png 1024w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/15of15-768x431.png 768w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/15of15-1536x863.png 1536w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/15of15-2048x1150.png 2048w, https:\/\/www.datanovel.com\/home\/wp-content\/uploads\/2021\/04\/15of15-1080x607.png 1080w\" sizes=\"auto, (max-width: 3248px) 100vw, 3248px\" \/><\/figure>\n\n\n\n<p>To start receiving such weekly updates about your vendor file, please enquire us for:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/datanovel.com\/home\/plan-efficient-data-cleansing\/\">Cost, plan and execute efficient data cleansing<\/a><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Although daily monitoring of backlogs is a hands-on approach to data cleansing project management, it is also vital for the project manager to see the bigger picture \u2013 the overall weekly improvement of supplier data quality. Reassessing the quality of supplier master data once a week allows: correcting the tactics and reacting quickly when relocation&hellip;<\/p>\n","protected":false},"author":1,"featured_media":255,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","footnotes":""},"categories":[5,4,9],"tags":[],"class_list":["post-252","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-workload","category-readiness-for-digital-transformation","category-articles"],"_links":{"self":[{"href":"https:\/\/www.datanovel.com\/home\/wp-json\/wp\/v2\/posts\/252","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.datanovel.com\/home\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.datanovel.com\/home\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.datanovel.com\/home\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.datanovel.com\/home\/wp-json\/wp\/v2\/comments?post=252"}],"version-history":[{"count":3,"href":"https:\/\/www.datanovel.com\/home\/wp-json\/wp\/v2\/posts\/252\/revisions"}],"predecessor-version":[{"id":277,"href":"https:\/\/www.datanovel.com\/home\/wp-json\/wp\/v2\/posts\/252\/revisions\/277"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.datanovel.com\/home\/wp-json\/wp\/v2\/media\/255"}],"wp:attachment":[{"href":"https:\/\/www.datanovel.com\/home\/wp-json\/wp\/v2\/media?parent=252"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.datanovel.com\/home\/wp-json\/wp\/v2\/categories?post=252"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.datanovel.com\/home\/wp-json\/wp\/v2\/tags?post=252"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}