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Data Update 1 for 2025: The Draw (and Danger) of Data

Musings on Markets

For the last four decades, I have spent the first week of each year collecting and analyzing data on publicly traded companies and sharing what I find with anyone who is interested. I have written about how mean reversion is at the heart of many active investing strategies , and why assuming that history will repeat can be a mistake.

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Marking Time: A new year, a fresh semester and its class time!

Musings on Markets

Last week, was my data week, where I download and analyze data on all publicly traded companies, listed anywhere in the world, and I will post extensively on what the numbers look like after a most tumultuous year. Face up to uncertainty, rather than avoid or deny it : Uncertainty is a feature of investing/ business, not a bug.

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Data Update 1 for 2024: The data speaks, but what does it say?

Musings on Markets

In pursuit of an answer to that question, I used company-specific data from Value Line, one of the earliest entrants into the investment data business, to compute an industry average. Return on (invested) capital 2. Ratings & Spreads 2. Ratings & Spreads 2. Tax rates 4. Beta & Risk 1.

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