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

Musings on Markets

It is the end of the first full week in 2025, and my data update for the year is now up and running, and I plan to use this post to describe my data sample, my processes for computing industry statistics and the links to finding them. In the table below, we compare the changes in regional market capitalizations (in $ millions) over time.

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Market Resilience or Investors In Denial? A Mid-year Assessment for 2023!

Musings on Markets

I am just not good at it, and the first six months of 2023 illustrate why market timing is often the impossible dream, something that every investor aspires to be successful at, but very few succeed on a consistent basis. Markets, as is their wont, live to surprise, and the first six months of 2023 has wrong-footed the experts (again).

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Invisible, yet Invaluable: Valuing Intangibles in the Birkenstock IPO!

Musings on Markets

A few days ago, I valued Instacart ahead of its initial public offering , and noted that the reception that the stock gets will be a good barometer of where risk capital stands in the market, right now. To understand why, consider how fixed assets (such as plant and equipment and equipment) become part of the balance sheet.

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

Musings on Markets

Since I am lucky enough to have access to databases that carry data on all publicly traded stocks, I choose all publicly traded companies, with a market price that exceeds zero, as my universe, for computing all statistics. Consequently, I do report industry averages for the two fastest growing emerging markets in India and China.

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Data Update 5 for 2022: The Bottom Line!

Musings on Markets

In this post, I will look at corporate profitability, in all its different dimensions, and how companies across the globe, and across industries, measured up in the most recent years. To make comparisons, profits are scaled to common metrics, with revenues and book value of investment being the most common scalar.

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The Complete Business Valuation Formula Guide: 10 Essential Methods

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Data Update 1 for 2023: Setting the table!

Musings on Markets

In my last post, I talked about the ritual that I go through every year ahead of my teaching each spring, and in this one, I will start on the first of a series of posts that I make at the start of each year, where I look at data, both macro and company-level. That is not true!