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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. The Timing These datasets were all compiled in the last four days and reflect data available at the start of 2025. Aggregate operating numbers 3.

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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. As we approach the turn of the calendar year, I have my own set of rituals that prepare me for the new year.

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

Musings on Markets

In this, the first of the data posts for this year, I will describe my data, in terms of geographic spread and industrial breakdown, the variables that I estimate and report on, the choices I make when I analyze data, as well as caveats on best uses and biggest misuses of the data. Aggregate operating numbers 3.

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