I can’t quite decide whether this is newsworthy or not, Dear Reader, but you might like to know that Dun & Bradstreet is hatching plans to get public again, less than a year after it was purchased by private investors. D&B announced it had submitted a draft S-1 but the document is confidential.

I couldn’t find another video story but you could make a great horror movie from this O’Reilly report on data quality. Open with a shot of data analyst angrily slamming down a newspaper article headlined “80% of organizations don’t follow data governance best practices”, follow her futile battle to gather enough resources to do her job, and end with her slowly going mad as she tries to reconcile endless, inconsistent data sources. Okay, maybe you won’t win an Oscar with that one.

Amazon advertisers can now measure results outside of Amazon stores using a new service from Stackline and Gigi. Gigi will enable unified audience buying for Amazon Marketing Cloud and Amazon DSP, which run ads in Amazon’s online stores and streaming TV channels such as Prime Video.  Stackline’s panel-based multi-retailer attribution will track customer behavior across Amazon, Walmart, Target, and other major online or in-store retailers.