Wow – we are now more than a year into the COVID-19 pandemic, which has impacted virtually all aspects of life and business. And analysis. Around this time in 2020 I wrote this post which talks about important things to consider while doing analysis during uncertain, volatile times. During several weeks in March-April, 2020, sales […]
How To Answer Business Questions
More On Panel Data + Shopping Behavior During the COVID-19 Pandemic
Recently, I wrote about a Nielsen chart illustrating consumer behavior in the U.S. during the COVID-19 pandemic. In this post, I’ll show these same metrics from another panel provider: Numerator. Numerator (formerly known as InfoScout) gathers their panel data by having panelists take photos of physical receipts and provide access to their e-receipts. That’s a […]
A Panel Data Case Study: Shopper Behavior During COVID-19
As I shared recently, there is a wealth of free, public information coming out from data providers on consumer behavior during these crazy times. In this post, I’ll highlight, explain, and critique a chart published by Nielsen. Next week, I’ll share a similar chart from Numerator. Taking it back a step, what is panel data? […]
Analysis Tips During Very Uncertain Times
In these uncertain times, you’re probably asking (or being asked) questions like: What will the business look like for the rest of the year? Will it get back to normal and, if so, when? Will there be a “new normal” and what will that look like? Of course, there is no one right answer to […]
20 Golden Rules to Help You Shine As An Analyst
I was recently purging some old files. I found a long-buried gem, from my IRI days, that I want to share with you. These words of wisdom came from my all-star manager, Linda Abraham. Linda went on to co-found Comscore and is now an investor and advisor to tech companies. Note: when Linda crafted her […]
Who Is Your Shopper? Decoding the Panel Data “Demographic” Report.
Marketers need to paint a picture of their buyers, humanizing them and understanding their preferences. This is not only important for general messaging but also necessary for target marketing. Syndicated household and shopper panel data is an excellent tool for helping to understand consumer characteristics. Not familiar with this panel data? You may want […]




