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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. Excess Returns on investments 4.

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Musings on Markets: Data Update 1 for 2023: Setting the table!

CFO News Room

Data: Trickle to a Flood! It is perhaps a reflection of my age that I remember when getting data to do corporate financial analysis or valuation was a chore. That said, to use mean reversion in analysis or investing, you need to know what these averages are, either over time or across companies, and data can help in that pursuit.

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Data Update 1 for 2021: A (Data) Look Back at a Most Forgettable Year (2020)!

Musings on Markets

All of the data that I use in my data analysis is in the public domain, and while I am lucky enough to have access to large (and expensive) databases like Bloomberg and S&P, there are tens of thousands of investors who have similar access. So, why bother?

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Data Update 1 for 2023: Setting the table!

Musings on Markets

It is perhaps a reflection of my age that I remember when getting data to do corporate financial analysis or valuation was a chore. That said, to use mean reversion in analysis or investing, you need to know what these averages are, either over time or across companies, and data can help in that pursuit.