The SD Occasions Knowledge High quality Challenge
It started final January with a column I wrote titled “The little soiled knowledge secret,” which shone a light-weight on the difficulty of information high quality — or lack thereof — inside many organizations. I known as it the soiled little secret due to a reluctance on the a part of many to even acknowledge that they had an issue.
I spoke with Greg Brown at knowledge high quality resolution supplier Melissa about it, who mentioned for a lot of organizations, poor knowledge high quality is “the price of doing enterprise.” We spoke concerning the subject of their California workplaces, and from that dialog was born the SD Occasions Knowledge High quality Challenge.
After our preliminary assembly, Brown labored with us to create a survey of builders as to how a lot they have been answerable for knowledge high quality, what their function was in making certain the info going into their purposes was of top of the range. Briefly, greater than half of the 202 respondents mentioned they have been concerned in knowledge high quality enter, knowledge high quality administration, selecting validation APIs or API knowledge high quality options, and knowledge integration.
To assist us higher perceive the difficulty, Brown described six outlined dimensions of information high quality, The usual measures of information are accuracy, timeliness, consistency, validity, uniqueness and completeness.
We requested individuals who took the survey if they’d share their tales, and a number of other agreed. They are going to be showing on sdtimes.com within the coming weeks. We’ll hear the place their knowledge issues exist, what they’re doing to remediate these issues, and the place they’re at now. Among the many points we’ll be speaking about are knowledge integrity, poor documentation, a scarcity of coaching for coping with knowledge, cleansing and optimization, and knowledge administration.
In a world the place the quantity of information organizations are dealing with has actually exploded, sustaining high quality takes extra effort and time than ever earlier than. We’re trying ahead to bringing you the tales from the sphere of how organizations at present are managing. Be part of us for the journey.