Trust but Verify: A Common Sense Approach to Data

Data drives decisions of the worlds largest companies but in a world with constant data, how do you make sense of it? Host TC Riley, puts the world under the lens of data and analytics and explores current news, B2B trends, and popular topics.

 

Diving Into Data tackles a common and pivotal part of the data ecosystem—don’t trust it until verifying it. There are many approaches to take to ensure data accuracy. Additionally, even if data is accurate, that doesn’t mean it’s always applied correctly. Remember, correlation doesn’t always equal causation. Host TC Riley offered his thoughts on best practices, learning from mistakes, and more.

Riley said, “Data will tell the whole story most of the time, not all the time. Always consider what the data can’t show you.”

The first tenet of trust but verify is the source. There are many reliable sources for data, but it’s a good idea to be skeptical. Always verify accuracy for external data. That same approach applies to internal data, too. Riley recommends putting a routine quality control check for data systems. Doing this early and often ensures that you don’t end up with tainted data.

The next principle is to consider other factors. Data doesn’t lie, but it doesn’t always paint the complete picture. Riley shared some data errors he made on internal projects by not thinking about external forces. In one story, comparisons were off because the comparisons were not apples to apples.

The third and last area is don’t believe that simulation data always works in the real world. There are many times when decision-makers, analysts, and companies make this mistake. Riley noted that a good example is the recent Texas power grid challenges. “Many were convinced that considering the diversity of energy sources and large geographic spread along with backups, nothing could go wrong, but it did,” Riley added.

The significant outlier of a cataclysmic event wasn’t in the data mix. While organizations shouldn’t let extreme outliers paralyze them, they need to be aware that it’s a possibility so that they can mitigate the risk in the best way.

Follow us on social media for the latest updates in B2B!

Twitter – @MarketScale
Facebook – facebook.com/marketscale
LinkedIn – linkedin.com/company/marketscale

Follow us on social media for the latest updates in B2B!

Latest

Identifying Lightning Damage on Pecan Trees
Identifying Lightning Damage on Pecan Trees: Tips from TreeNewal
June 7, 2023

Join ISA Certified Arborist Wes Rivers from TreeNewal as he examines the aftermath of lightning damage on a pecan tree. In this insightful video, Wes highlights the path taken by the lightning bolt through the tree, causing superheating of the water inside. The resulting vapor expansion creates visible damage to the tree. The tree’s survival […]

Read More
Health Plan
Transforming Coverage to Meet Healthcare Needs with SCAN Health Plan
June 7, 2023

John Petito, SVP of Transformation at SCAN Health Plan joins the podcast to share his story and how his work is helping enable new types of healthcare coverage for diverse populations. Join us to hear how Health Plans are beginning to evolve their approach to addressing the needs of older adults and the LGBTQ+ community […]

Read More
Finding your identity
Finding Your Identity with Dustin Odham
June 6, 2023

In an era where screens dominate our time, finding your personal identity becomes a challenge. Our generation is shaping itself based on an increasingly virtual world, often losing touch with the inner self. In fact, a recent study suggests that we could end up spending at least ten years of our life in front of […]

Read More