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    <description>Rambling Rows</description>
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    <title>data on Rambling Rows</title>
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    <lastBuildDate>Wed, 22 Jul 2026 15:27:56 +1000</lastBuildDate>
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      <title>The problem with the US$1.5 trillion margin-debt chart</title>
      <link>https://rrows.net/2026/07/22/the-problem-with-the-us.html?utm_source=rss&amp;utm_medium=feed&amp;utm_campaign=rrows</link>
      <pubDate>Wed, 22 Jul 2026 15:27:56 +1000</pubDate>
      
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      <description>&lt;p&gt;I love a good chart. This one hits hard. It is also doing rather more arguing than the data can support.&lt;/p&gt;
&lt;img src=&#34;https://cdn.uploads.micro.blog/202171/2026/us-sharemarket-chart.jpg&#34; width=&#34;600&#34; height=&#34;511&#34; alt=&#34;Auto-generated description: A graph shows total margin debt reaching $1.5 trillion, marking a new all-time high, alongside the S&amp;P 500 index trend, with annotations for the Dot Com Bubble, Global Financial Crisis (GFC), and late pandemic period.&#34;&gt;
&lt;p&gt;Barchart posted this chart showing US margin debt at US$1.5 trillion for the first time. The blue line turns vertical at the right-hand edge. The S&amp;amp;P 500 climbs alongside it. The dot-com bubble, the GFC and the post-pandemic peak are all helpfully marked as earlier moments of danger.&lt;/p&gt;
&lt;p&gt;The message is clear: this is unprecedented and therefore alarming.&lt;/p&gt;
&lt;p&gt;The problem is that a linear chart of a compounding dollar series always ends this way. Recent values become a cliff face. Old values become foothills.&lt;/p&gt;
&lt;p&gt;That is not a trivial presentation choice. It changes the conclusion a reader is invited to draw.&lt;/p&gt;
&lt;p&gt;The dot-com margin-debt peak was roughly US$280 billion. The GFC peak was roughly US$380 billion. June 2026 came in at US$1.50 trillion. On a linear axis, today dwarfs both. But the US sharemarket, the US economy and nominal asset values have all become vastly larger in the meantime.&lt;/p&gt;
&lt;p&gt;Raw dollars are real numbers. They are not, by themselves, a useful comparison across three decades.&lt;/p&gt;
&lt;p&gt;So I rebuilt the chart.&lt;/p&gt;
&lt;img src=&#34;https://cdn.uploads.micro.blog/202171/2026/us-margin-debt-dashboard.png&#34; width=&#34;600&#34; height=&#34;1730&#34; alt=&#34;&#34;&gt;
&lt;h2 id=&#34;first-put-the-dollar-series-on-a-log-scale&#34;&gt;First, put the dollar series on a log scale&lt;/h2&gt;
&lt;p&gt;The first chart keeps the FINRA series in nominal dollars but uses a logarithmic axis.&lt;/p&gt;
&lt;p&gt;This does not make the US$1.5 trillion figure uninteresting. It makes it interpretable. A move from US$100 billion to US$200 billion occupies the same visual distance as a move from US$500 billion to US$1 trillion because both are doublings.&lt;/p&gt;
&lt;p&gt;The dot-com episode, the 2007 peak and the present upswing now look like what they were: substantial increases in investor borrowing from different starting points. The present level is high. It does not visually erase the history that came before it.&lt;/p&gt;
&lt;h2 id=&#34;then-add-a-denominator&#34;&gt;Then add a denominator&lt;/h2&gt;
&lt;p&gt;The more useful question is not whether margin debt is at a record in dollar terms. It almost has to be. The useful question is how large it is relative to the market that supports it.&lt;/p&gt;
&lt;p&gt;For the second chart I used the Federal Reserve&amp;rsquo;s end-of-quarter measure of &lt;strong&gt;public US corporate equities&lt;/strong&gt; - a broad, dollar-denominated market-value series. It is a better denominator than an index level because the numerator and denominator are both actual dollar amounts.&lt;/p&gt;
&lt;p&gt;The latest fully aligned observation is 2026Q1. FINRA margin debt at the March quarter-end was US$1.221 trillion against US$79.674 trillion of public US equities, or &lt;strong&gt;1.53%&lt;/strong&gt;.&lt;/p&gt;
&lt;p&gt;That is a very different claim from &amp;ldquo;margin debt is US$1.5 trillion&amp;rdquo;.&lt;/p&gt;
&lt;p&gt;It is also not a clean market-wide leverage ratio. FINRA&amp;rsquo;s numerator is customer debit balances reported by member firms. The Federal Reserve denominator is a much broader measure of US public equities. The two series are not a matched balance sheet. Treat the ratio as a scale indicator, not a precise statement of how leveraged every shareholder is.&lt;/p&gt;
&lt;p&gt;That distinction matters.&lt;/p&gt;
&lt;h2 id=&#34;gdp-is-another-useful-imperfect-scale-check&#34;&gt;GDP is another useful, imperfect scale check&lt;/h2&gt;
&lt;p&gt;The third chart compares margin debt with nominal GDP. At 2026Q1, the aligned ratio was &lt;strong&gt;3.82%&lt;/strong&gt;.&lt;/p&gt;
&lt;p&gt;This is not a balance-sheet measure either. Margin debt is a stock at the end of the quarter. GDP is an annualised flow. But it answers a sensible basic question: how large is this pool of borrowing relative to the economy that sits beneath it?&lt;/p&gt;
&lt;p&gt;The answer is more informative than the headline dollar number. It is not a warning light with one obvious threshold.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Update:&lt;/strong&gt; It&amp;rsquo;s also worth noting that this is imperfect as it compares &lt;em&gt;global&lt;/em&gt; stocks listed on US stock markets solely against US GDP. **High Overseas Exposure: **Tech firms (Intel: 78%, Apple: 57.3%, Microsoft: ~50%) and energy companies (ExxonMobil: ~65%, Chevron: ~65%) have the highest overseas revenue shares due to global demand for semiconductors, consumer electronics, and oil. &lt;strong&gt;Low Overseas Exposure:&lt;/strong&gt; Healthcare (UnitedHealth, CVS, Cigna) and U.S.-centric firms (Fannie Mae, Home Depot) derive &amp;lt;10-20% of revenue internationally, reflecting domestic market dominance.&lt;/p&gt;
&lt;h2 id=&#34;the-drawdown-chart-shows-the-context-not-a-prophecy&#34;&gt;The drawdown chart shows the context, not a prophecy&lt;/h2&gt;
&lt;p&gt;The fourth chart shows drawdowns in that same broad public-equity measure. It is there because the real concern about margin debt is the mechanism of a reversal.&lt;/p&gt;
&lt;p&gt;Margin borrowing can amplify a fall. Falling prices can produce margin calls. Margin calls can force selling into a weak market. That is a mechanical feedback loop, not a spooky market superstition.&lt;/p&gt;
&lt;p&gt;But it does not follow that a high margin-debt reading predicts the date or depth of the next correction. Markets can carry elevated leverage for a long time. Drawdowns happen for many reasons. A chart that puts the two series near one another should not quietly imply a clockwork causal relationship.&lt;/p&gt;
&lt;p&gt;That is the broader lesson. Charts are not neutral containers for numbers. Axis choices, denominators and definitions determine what readers can see.&lt;/p&gt;
&lt;p&gt;If a chart is going to frighten people with US$1.5 trillion, it should first show them what US$1.5 trillion means.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Chart 2 is the one that stands out for me.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;Margin debt as a share of US public equities is 1.53% in 2026Q1. This is below the 2000-present quarterly average of 1.67% and median of 1.65%. It is about 0.14 percentage points, or 8.3%, below the average.&lt;/p&gt;
&lt;p&gt;Something to watch. Nothing to be alarmed about.&lt;/p&gt;
&lt;p&gt;Unfortunately in today&amp;rsquo;s &amp;ldquo;attention economy&amp;rdquo; having &amp;ldquo;OK&amp;rdquo; or &amp;ldquo;normal&amp;rdquo; results doesn&amp;rsquo;t yield clicks or eyeballs. Sadly that&amp;rsquo;s what seems most important now.&lt;/p&gt;
&lt;hr&gt;
&lt;p&gt;Sources:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;FINRA Margin Statistics&lt;/strong&gt; (&lt;a href=&#34;https://www.finra.org/rules-guidance/key-topics/margin-accounts/margin-statistics&#34;&gt;finra.org&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Federal Reserve Financial Accounts, Table F51.1.s&lt;/strong&gt; (&lt;a href=&#34;https://www.federalreserve.gov/releases/z1/current/html/F51_1_s.htm&#34;&gt;federalreserve.gov&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;BEA National Income and Product Accounts, Table 1.1.5&lt;/strong&gt; (&lt;a href=&#34;https://apps.bea.gov/national/Release/TXT/NipaDataQ.txt&#34;&gt;bea.gov&lt;/a&gt;)&lt;/li&gt;
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