CAN-SPAM De-duplication Validation 
Zoominfo
APRIL 23, 2020
Uniqueness : Are there duplicate records? Can records be combined? Validity : Does the data conform to a common syntax? You may think that a motivated sales team can easily conduct manual data mining by searching job titles and company info via Google or LinkedIn. Timeliness : Is the data fresh? Burned by Churn.
DealSignal
MARCH 11, 2019
Except for a short discussion on de-duplication of records, you would think that data was miraculously keyed into CRMs perfectly and wasn’t subject to decay. Improving your data quality allows them to focus on actual prospects – folks they can sell to. Neither the analysts nor any of the attendees broached these topics.
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DiscoverOrg
MAY 7, 2019
Uniqueness : Are there duplicate records? Can records be combined? Validity : Does the data conform to a common syntax? You may think that a motivated sales team can easily conduct manual data mining by searching job titles and company info via Google or LinkedIn. Timeliness : Is the data fresh? vs. “avenue”).
Contify
SEPTEMBER 21, 2017
As a programmer with data science background, my attention is invariably caught by the real-world situations where machine learning algorithms have made a difference, for example: email spam filtering, news categorization, review based recommendations, social media sentiments etc. Digest this information and assign custom tags, and.
Contify
SEPTEMBER 21, 2017
As a programmer with data science background, my attention is invariably caught by the real-world situations where machine learning algorithms have made a difference, for example: email spam filtering, news categorization, review based recommendations, social media sentiments etc. Digest this information and assign custom tags, and.
Convince & Convert
FEBRUARY 9, 2010
Now, you can discover if someone’s a dolt in 140 characters or less. In the last year, I’ve been lied to at various times by the President, Congress, my family, clients, Tiger Woods, Toyota, the Catholic Church, the local school board, and at least one Olson twin (but I can’t remember which). It’s a constant.
GreenRope
MARCH 5, 2018
If your data isn't accurate, it can lead to problems in sales, marketing, and customer service. Some of these data points can be scrubbed in-house by dedicated, well-trained staff members, while others might require software or third-party interventions. It could make them more proactive in ensuring the data they enter is clean.
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