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Zohran Mamdani Wins — Why NYC’s Mayor Race Was a Referendum on Inequality | Prof G Markets

Harley Finkelstein touts Shopify’s growth; Jessica Tarlov sees health care at the heart of the shutdown, and Ed Elson reads Mamdani’s win as a rebuke to inequality.

Prof G Markets · Ed Elson

The best minutes

  1. 2:04Shopify ties durable growth to three AI opportunities5 min
  2. 28:13Ed Elson argues inequality is driving a demand for changePro pick 4 min

Also worth watching

  1. 7:59Shopify uses earnings to reach more than investors4 min

Skip the roughly 12-minute government-shutdown discussion and the sponsor reads.

Full analysis · 5 min read

Real Alpha · Nov 8

Ed Elson says New York's bottom 40% gets about 8% of income

  • Ed Elson cited New York's bottom 40% receiving about 8% of total income.
  • The figure supports an inequality reading, but the transcript supplies no source or definition.
  • Operators should track affordability directly, not turn one election into a policy forecast.

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Read the rest of the analysis

6 sections, the 3 other voices it tests Finkelstein against, and what it means for you. Every episode we cut gets one.

Signed up before? The same buttons sign you in. The episode, its moments and the transcript stay free.

29:01

New York's income split makes the inequality case tangible

Ed Elson's repeatable number is New York's bottom 40% receiving about 8% of total income. He also said the city's income inequality exceeds that of any other American city.

Ed said the top 10% take 50% of spending, while productivity grows three times faster than wages. The top 19 households increased their wealth share almost 20 times over 40 years, he said. They now control roughly as much wealth as the bottom 65 million households, he said.

These figures make a coherent political story, but mix income, spending, productivity, and wealth. But the transcript gives no source, date, or definitions for those comparisons, leaving no way to check like against like. That matters because the data can establish a disparity only if its measures withstand comparison.

“are receiving about 8% of the total income”
29:01

Our read

Ed's figures identify the election's inequality frame, but do not independently prove its scale or cause. The missing citations are material, not cosmetic.

29:07

Rent and health gaps put daily costs in focus

Ed added that the average New Yorker spends almost 60% of income on rent. He said the poorest residents die, on average, 17 years earlier than the richest. That makes the thesis about lived constraints, not only abstract income shares.

Still, these are presented as citywide averages without a cited source, population, or date. Rent burden can vary by renter status, household income, and neighborhood, distinctions the transcript does not supply. That limits what a business can infer from the number alone.

Danny Moses made a related wealth point on The Real Eisman Playbook in October 2026. He said household wealth in stocks now exceeds wealth in homes, and tied that mix to a K-shaped economy. That comparison concerns national household assets, not New York rent or life expectancy.

Our read

Moses's point reinforces the need to ask who holds wealth, but it does not corroborate Ed's city figures. The episode's data need source checks before they become planning assumptions.

4:06

Finkelstein sees maybe three AI value paths

Ed's opening puts Shopify's growth beside profitability. He said Q3 revenue rose 32%, GMV reached $92 billion, and net income fell 68% as operating expenses climbed. Shares closed down 7%, according to the host.

Finkelstein stressed durable growth. He said GMV had topped 20% growth for nine straight quarters, while revenue grew at least 25% for ten. Those streaks support consistency, while the profit decline and share move keep costs in view.

Finkelstein initially described two AI buckets, then said maybe three. Internally, Shopify wants staff to use AI before requesting another hire. For example, he said 750,000 merchants were using Sidekick for reports, campaigns, product images, and descriptions.

The possible third path is agentic discovery, where AI chat could surface merchants and enable checkout. Shopify is working with OpenAI and Perplexity, while Microsoft Copilot has adopted its checkout kit. Finkelstein said the channel's final form remains unknown.

Our read

The roadmap spans internal efficiency, merchant tools, and possible new distribution. Yet usage counts show activity, not revenue lift, retention, or better merchant outcomes. Finkelstein, as Shopify's president, was presenting company results and its product strategy, not an independent assessment.

30:22

Mamdani's diagnosis can travel farther than his remedies

Ed separated the campaign's diagnosis from its fixes. He said Mamdani recognized real frustration, while doubting many of the proposals. That distinction matters because evidence of distress does not test a remedy's tradeoffs.

For instance, Ed singled out rent freezes as a policy he thinks could worsen affordability. The episode offers no analysis of supply, tenant protections, or which New Yorkers would gain or lose. So the objection remains Ed's judgment, not a demonstrated policy outcome.

Steven Crowder offered a contrasting account on TRIGGERnometry in November 2026. He said Americans believe they can start businesses, get ahead, and support families. That account describes why market politics can retain appeal, but does not rebut Ed's local affordability figures.

Our read

Crowder offers a competing account of how markets earn support, not evidence that Mamdani's proposals work. The episode's strongest distinction is between recognizing frustration and endorsing a particular remedy.

27:34

Ed sees the mayor's signal as bigger than his market power

Ed said a New York mayor has limited ability to move markets directly because the office is citybound. He framed the wider consequence as a signal about whether the existing system still works for voters.

But the recording predates the election result. Ed said polls and prediction markets favored Mamdani, framing a win as evidence of system-level rejection. The title states his win, but the transcript has Ed speaking before results were known.

In November 2026, Winston Marshall used an NBC exit poll of 79,000 voters on TRIGGERnometry. Marshall said the economy mattered more than foreign policy, while direct party switching remained limited. That comparison supports economic issues' political weight, not a finding that inequality caused this result.

Our read

Marshall's poll is a broader comparison, not evidence about New York voters' motives. Ed makes a plausible case for political salience, but the transcript does not establish inequality as the cause of the result.

31:00

Ed says inequality has become politically untenable

Ed's closing claim was that inequality is no longer acceptable. That is a warning about legitimacy, not a forecast of a particular policy. For operators, it argues for measuring cost pressure before making broad demand assumptions.

Jessica Tarlov's shutdown discussion showed a different pressure channel. In November 2025, she described SNAP interruptions and rising ACA premiums as household stress. She saw a short-term subsidy negotiation as the most feasible path, while Medicaid cuts seemed unlikely to reverse. That was her forecast for a funding dispute, not evidence of what drove New York voters.

This quarter, track customer affordability, employee exposure to local costs, and revenue by customer segment. Compare each against a baseline before linking changes to the election or a proposed policy. So a political signal does not become an unsupported operating forecast.

Our read

The honest response is measurement before extrapolation. Separate customer strain, employee costs, and policy exposure, then test each against evidence from the populations your business actually serves.

What it means for you

  1. Verify the income figures. Find the original source, date, population, and income definition before repeating Ed's numbers. Keep spending, income, and wealth measures separate.
  2. Map local affordability. Compare essential costs with customer and employee budgets in the locations where your business operates. Distinguish local evidence from national averages.
  3. Test demand by segment. Shopify's account suggests shoppers can keep buying while becoming more selective. Measure changes by customer group and category rather than relying on aggregate sales alone.
  4. Separate signal from policy. Identify which proposed city policies could affect your costs, workforce, or customers, and who has authority to enact them. Do not treat an election as a forecast of those effects.

What to watch

  • Whether Ed's inequality figures can be traced to clear sources and definitions.
  • Whether economic frustration translates into housing and household-cost policies with measurable effects.
  • Whether company demand measures continue to diverge from household affordability pressures.

Send this to your strategy lead and the leaders tracking customer affordability.

29:01

Watch the minute where Ed gives New York's income split

Written by Real Alpha from the episode's transcript and the other moments it links, then checked against the transcript. Quotes are the speaker's exact words.

Minute by minute

  1. 0:05AI concerns weigh on markets

    Elson reported that major indexes fell as concerns about AI valuations hurt technology stocks. Palantir dropped 8% after Michael Burry disclosed a $900 million bet against it; Bitcoin fell 6% below $100,000, the dollar reached its highest level since May, and Tesla fell 5% after a major investor voted against Elon Musk’s $1 trillion pay package.

  2. 0:50Shopify’s costs temper strong growth

    Elson reported that Shopify’s revenue rose 32% year over year, but net income fell 68% as operating expenses increased. Its shares closed down 7% after the results.

  3. 1:49Finkelstein emphasizes durable growth

    Finkelstein said Shopify’s $92 billion in gross merchandise volume rose 32%, marking nine consecutive quarters above 20% growth. Revenue reached $2.8 billion, up 32%, and free cash flow was $507 million, or 18% of revenue; he said the company aims to deliver consistently on its commitments.

  4. 3:33Finkelstein sees three roles for AI

    Finkelstein described AI use inside Shopify, including a policy of asking how AI could help before hiring and using it to reduce routine support work. He said 750,000 merchants use Sidekick for tasks such as reports, analytics and product descriptions. Shopify is also preparing tools such as its checkout kit and catalog for agent-based shopping, with partners including OpenAI, Perplexity and Microsoft Copilot.

  5. 6:20Finkelstein sees resilient demand

    Finkelstein said Shopify’s checkout data shows shoppers continue to buy and return across channels and categories. He said consumers are more selective and are choosing brands they love, while Shopify’s merchant GMV growth rose from 31% in Q2 to 32% in Q3.

  6. 7:59Finkelstein treats earnings as storytelling

    Finkelstein said earnings are a chance to speak not just with investors but also with merchants, partners, media, the public and prospective employees. He argued that public-company leaders should use Q&A and new media to explain their business, and said founder-led companies often communicate with more commitment.

  7. 25:59Elson says Mamdani has limited market power

    Elson argued that a New York City mayor has limited ability to move markets, with responsibilities focused on city services such as housing, schools and transit. He said the election mattered more as a signal about politics, policy and the economy than as a direct market event.

  8. 28:24Elson links inequality to Mamdani’s appeal

    Elson said Mamdani’s campaign identified a system many people believe is not working. He cited New York’s income and housing disparities and said the campaign’s broader message was that inequality had become unacceptable. Elson doubted that Mamdani would fix the problems and said some proposals, including rent freezes, could worsen affordability.

Published Nov 5, 2025.

Transcript · 26 min read

Prof G Markets, hosted by Ed Elson, with Harley Finkelstein and Jessica Tarlov.

Transcribed by machine (Whisper) from the episode’s audio, so a word may be off here and there. Where the podcast’s audio and the video part ways, some times are a minute or so off.

  1. and also Bill Ackman right now. Money market's mad. If money is evil, then that building is hell. The show goes on! Get back in there and watch the show, show! Welcome to Prof G Markets. I'm Ed Elson. It is November 5th. Let's check in on yesterday's market vitals. The major indices declined as AI valuation concerns dragged down tech stocks. Palantir sank 8% after Michael Burry disclosed a $900 million bet against the company. Meanwhile, Bitcoin slid 6%. 6%, dropping below $100,000 for the first time since June. The dollar hit its highest level since May. And finally, Tesla fell 5% on news that one of its largest investors voted no to Elon Musk's $1 trillion pay package.

  2. Results of the vote will come tomorrow at the company's annual shareholder meeting. OK, what else is happening? Shopify posted a strong quarter of growth yesterday, but rising costs weighed on investor sentiment. Revenue rose 32% year over year, beating estimates. However, net income fell 68% as operating expenses increased significantly. Shares closed down 7% on the results. Just a reminder, what is Shopify? This is your one-stop shop platform for e-commerce. It helps you set up your website and your payments and your shipping, etc. So if you are a small to medium-sized retail business, chances are you're using Shopify. But they are also now expanding to larger companies too. Companies like Mattel and Luxottica and Estee Lauder, lots of large retailers. So Shopify is a juggernaut at this point, a juggernaut in e-commerce, more than $200 billion in market cap. And I am very pleased to say that we are breaking down these Q3 earnings with the president of Shopify, Harley Finkelstein. Harley, great to have you on Prof G Markets.

  3. Great to be here, Ed. Big fan of the show and big fan of yours. So thanks for having me. Wow. Thank you very much. That is very kind coming from you. We want to talk through the earnings here. Some pretty incredible numbers. Revenue up 32%.

Read the whole transcript
  1. Harley Finkelstein · 5 min

    “Shopify will do what we say we're going to do.”

  2. Yeah, I have a couple of slightly less Shopify-focused questions. One is, you know, I mentioned $92 billion in gross merchandise volume. You are the president of one of the largest e-commerce companies in the world. The way I see it, you kind of have like a front row seat to the consumer, or at least how the consumer is doing. based on your what you see in the data you see at shopify how is the consumer doing right now um you know we've seen inflation rising obviously the tariffs is that having any effect on consumer behavior right now well look uh for us at least consumer confidence is measured at the checkout that's what we see yeah on shopify what i can tell you is shoppers they keep buying they keep returning demand has remained resilient across pretty much every channel and every category so i can only comment what we see at shopify but if you look at gmv look at revenue growth consumers um there maybe maybe this is worth mentioning consumers are certainly being more selective they are buying from brands they love um we are very fortunate that the brands and merchants love happen to be on shopify and we've baked that into our you know our q4 outlook and it suggests that. But if you look at the Q3 numbers, it was another quarter of consistent

  3. GMV growth by our merchant, 32%. And that was up, I think, and it was 31% in Q2. So that's nine consecutive quarters of GMV growth above 20%. I think it highlights the resilience of our merchants. I think it actually shows that there is a segment of consumers that Um, are, are still buying. They're just buying from brands they love and they're, they're being more selective about that.

  4. Harley Finkelstein · 4 min

    “there are more people than simply just the investors of shopify who are interested in learning how we are doing”

  5. 100%. Thank you very much. Harley Finkelstein, president of Shopify. I really appreciate your time, Harley.

  6. Thanks, Ed. After the break, the economic impact of the longest government shutdown in history. If you're enjoying the show, give Prof. G Markets a follow. We'll see you next time. utilizes a Yahoo Scout powered assistant to build a personalized view around exactly what you want to analyze, then syncs it with your portfolio for real-time tracking. You can compare multiple tickers, explore everything from candlesticks and line charts to fundamental data and layer in indicators like moving averages, Bollinger Bands, RSI, MACD, and more. So I'm in that space in between what I'd call your standard retail investor and a hedge fund manager. I think a lot about stocks. I spent a lot of time managing my money. I advise hedge funds. This suits me perfectly. I want something more robust, better charting, that's AI enabled, that I can ask questions, that I can create baskets of stocks.

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  10. It's a quince. Download the quince app for app exclusive offers or go to quince.com. Get free shipping on your order and 365 day returns now available in Canada and the UK too. And when quince asks where you heard about them, let them know it was Prop G Markets. It's the best way to support the show. We're back with Prop G Markets. It's official. We are experiencing the longest government shutdown in U.S. history. Today marks the 36th day of the shutdown, passing the 35-day record that was set in 2018. So far, one in every eight Americans has gone without food assistance, 1.4 million federal workers have missed paychecks, and key economic data has gone dark. The Congressional Budget Office estimates that at least $7 billion in economic output has been permanently lost. And if the shutdown lasts another week, that loss may reach $11 billion.

  11. So here to help us unpack this shutdown, what it means, how it is affecting our economy, we are speaking with Prof G Media's very own Jessica Torloff, host of the Raging Moderates podcast. Jessie, great to have you on. Yeah, it's fabulous to be here. Thank you for the invitation. Absolutely. I love a crossover. I love going on your show. So thank you for having me on on rm yeah no it was great and scott was thrilled too like his yeah like his kids were playing nice or something out in the backyard exactly yeah maybe a little jealous perhaps always a little jealous it keeps him going though like even on book release week he can find it in himself he's like i'm number one on amazon but you're hanging out with ed without me. And that kind of burns me. So it's a good thing. Exactly. We love the FOMO. Well, we want to get your reaction to this shutdown, this record-breaking shutdown. I guess let's just start with your initial reactions. What do you make of this? Well, I think that it is incredibly sad for the United States. Obviously, people are feeling this deeply. And you called out the loss of SNAP benefits to 42 million Americans, which amounts to one in eight, which is a disheartening

  12. number to say the least. And people, you know, you don't feel anything more intensely than when you don't have a meal to look forward to. And the heartbreaking stories that are pouring in of people waiting on food pantry lines was usually people that are on SNAP. It's a misconception that SNAP covers the entirety of their meal provisions, but it's usually that they have to be on SNAP and then also work with local food pantries to make sure that their families have enough to eat. So you're hearing absolute heartbreak from around the country as the Trump administration so far looks like they're saying that they're going to comply with a court order according to the press secretary, but Donald Trump is posting himself on Truth Social that they are not going to. So you just have people really left in limbo.

  13. So sad day for the United States. It also doesn't feel like this is going to end anytime soon. The betting markets have it at over 50 percent odds that it goes into the back half of November. There are people who are talking about, you know, 60 days, 90 days. That feels inconceivable to me based on the level of pain that it's causing, but Democrats are also very dug in on this. And I was, I don't want to say skeptical, but based on what happened in the funding fight back in March, the first time that we did this during the second Trump administration, the Democrats folded pretty quickly. Like it was about 20 minutes before Chuck Schumer was like, actually, you know what, let's keep the government open. Let's see what it looks like, how they're actually going to run the government in Trump 2.0.

  14. And now the answer is very clear about how Trump 2.0 is going to run the government. And it's simply not good enough, not for my party and not for the American public. And poll after poll after poll shows that this is a fight that the Democrats should have taken on because people can't have their ACA premiums going up an average of 114 percent. Some people have already seen, because the ACA exchange has opened, up to 400% increases. And you still have millions of people that are going to be thrown off Medicaid because of the big, beautiful bill. So they're blaming the Republicans, I mean, 10 to 15 points, depending on the poll.

  15. And so Democrats feel pretty secure. For those who haven't been following that closely, could you just like, I mean, you mentioned the ACA premiums going up. Could you just spell out for us, like, what exactly is the disagreement here? And why hasn't this been resolved? So this hasn't been resolved because Washington doesn't work, which I feel like is the answer to every question that you could possibly give to a political strategist. I'm probably putting myself out of business, but if you programmed someone who looks loosely like me in these kinds of glasses, so me or. Rachel Maddow and said, what's wrong? Washington doesn't work. The Republicans have been claiming that they are putting forward a clean CR, so a clean continuing resolution to keep the government open. And that would be true if the big, beautiful bill hadn't happened. But it did happen. And that passed in May. And that totally changed the calculus of how Americans are thinking about their lives and certainly how the democratic party is thinking about a resolution to keep the government open and there were so many massive cuts that came in through the big beautiful bill democrats took a step back and they thought we're in the minority right of absolutely no

  16. institutional control how can we possibly leverage what little power we have to affect the most change and so they zeroed in on health care which has typically been the issue that democrats have done better on. We lost a lot of ground over the years in terms of who's better trusted on the economy, immigration, crime and policing, all these very important issues, but always remained ahead on health care due in part to having passed the Affordable Care Act under Obama, but also the Republicans' refusal to even put forward a bill themselves. You know, they're still in the quote concepts of a plan phase. So Democrats basically dug in and they said, if you are not even going to have a conversation with us that would mean that we would include restoring the Medicaid cuts, which happened in the big, beautiful bill, and making sure that we do something about these ACA premium increases, which are going to go up astronomically in a matter of months, then we can, in good conscience, fund the government.

  17. I think that Republicans thought that Democrats would balk, a la March, and I think that they also thought that the American public wouldn't be so animated about it. But that has not been the case. So while the shutdown has been going on, Democrats have creeped up in their advantage on the generic ballot. It's eight points now in the NBC poll. It was only one point in March. So that could spell a quote unquote blue wave is what you call it. But on top of it, you would see even today there was reporting that in the Senate GOP lunch that members were saying very loudly to Senator Thune, the majority leader, that they want to at least have a GOP bill on funding the Obamacare subsidies so they can at least show the American public that they're trying to do something without being forced to either take on a Democratic written bill or even a bipartisan bill.

  18. they are hearing it at home. If they do town halls, they're hearing it there. They're also seeing it in public opinion. How do you think this will all shake out in the end? I mean, I looked back at like 2018 and reminded myself that actually Trump capitulated when we had the 35-day shutdown. And, you know, it was a loss for him. And so part of me says, oh, maybe the same thing will happen. But I don't know, maybe 2025 is different. Maybe he's going to continue to dig in and maybe the Democrats will continue to dig in as well. How do you think it all shakes out? How does this end? Well, my hope is, and there have been signals from senators on both sides of the aisle, so Senator Thune and then also Dick Durbin on the Democratic side, that they could be nearing some short-term proposal that would include a deal on the Obamacare subsidies.

  19. If you really got people, you know, off the record, they would say undoing the Medicaid cuts from the big, beautiful bill is really off the table. But we should do something about these Obamacare premiums because they affect Republican voters more than Democratic voters. So 21 million of the 24 million people that are going to be affected are in red states. So I think that a mini deal, like a stopgap solution that involves negotiation over that is the most feasible way out of this. But, you know, the pressure is really going to be stepped up because I don't know if you saw ABC is reporting that the transportation department is saying that they might have to close some of U.S. airspace because of air traffic control shortages of the 1.4 million workers that are furloughed.

  20. That's everything from our national parks to our veterans affairs. Snap benefits not coming through. Also money for Head Start programs. Like these are all things that really touch people's daily lives. And that drumbeat will get louder and louder and become unsustainable. Yeah. So I would say we're approaching it being unsustainable, but not quite there yet. I think a lot of Americans, if you're not on Snap, for example, you're probably not really feeling this, but eventually we'll get there if this goes on. I mean, you said back of November. Ultimately, who is going to be to blame? I mean, this is sort of the classic question.

  21. if you're experiencing air traffic control shortages so you can't make your flight to get to your business meeting or whatever it is, do you blame the Democrats or you do? Or do you blame the Republicans? What is the consensus, do you think? I think the consensus is that you blame the people who are in charge. And that's the blessing and the curse of actually winning elections, right? You get to effectuate your agenda. But also when something bad happens, the buck stops with you. And the reality is, is that the big, beautiful bill cuts $186 billion out of the SNAP program. And in 2018, with the 35-day shutdown, Trump made sure that people got their SNAP benefits.

  22. So they're not being honest in terms of what they can do with funds that have already been appropriated, that actually wouldn't be affected by a government shutdown. And I think the American public is smart enough to know these things. I also think that there are two plot line or subplot lines that are going on that are sending a really bad signal to the American public about how Trump is running this government and what he thinks of the average American. The first is the continued construction of the ballroom, the 90,000 square foot ballroom that's replacing the East Wing. So, you know, we could talk about history and how ridiculous this is and that it's not like a basketball court or it's nothing like, you know, building the West Wing or whatever.

  23. But the point is, is that while American workers are furloughed going without food, he can pay a construction crew to do this. And I know a lot of that is coming in from his donors and things like that, but it's still very bad optics. The visual stance, yeah. Terrible. And then it's even worse to see the Great Gatsby-themed party at Mar-a-Lago from over the weekend, which even had, you know, a girl in a martini glass. And it's a, you know, a very on-the-nose encapsulation of let them eat cake. And I know that Trump is YOLOing him, you know, through the second administration, basically. But I think it's a pretty big middle finger to the people, especially his own voters that are waiting in food pantry lines to say, like, not only do I not care, I'm going to party while this was going on.

  24. I thought it was even suspect to go to Asia while the government was shut down. All right. Well, we will be monitoring this closely. Jessica Torloff, co-host of the Raging Moderates podcast. Really appreciate your time. Thanks very much, Jessica. Thank you. We're recording this on Tuesday night, and at the time of this recording, the results of the New York City mayoral election on not out yet. However, by the time this is published in the morning, the results likely will be. And according to most polls, as well as the prediction markets, the winner will be Zohran Mamdani. Now, this is a markets podcast. It's not a politics podcast. Our job is to talk about money and stocks and finance and economics. But it would be completely obtuse not to acknowledge the myriad ways in which all of these topics are influenced by politics, whether we're talking about inflation or big tech or housing, all of these things are inherently interconnected with what is happening in the political world. Politics drives policy, policy drives economics, and economics drive politics. You cannot divorce these things from one another. And no, you cannot talk about markets without talking about Trump. You can pretend he doesn't exist. You can pretend Wall Street has nothing to do with

  25. Washington, but we're not in the business of pretension. We are here to tell it like it is. And I'm sorry, but the reality is if you care about markets, well, by definition, you must care about politics too. So this brings us back to the new mayor of New York City or the new likely mayor of New York City, Zohran Mamdani. Will his mayoralty move markets? Probably not. Remember, New York City is a city. The extent to which one mayor can impact an economy and even a market is very limited. His job is confined to New York. It's to keep New York's trains running on time. It's to help with New York's housing, New York's public schools. This is not a market-moving level of executive power. What could move markets, however, is what this election says. Because as everyone is acutely aware of at this point, Zohran Mamdani is a democratic socialist.

  26. And regardless of how you even define that term, the point is, this is something different from capitalism, which is important.

  27. Ed Elson · 4 min

    “where the bottom 40% of earners are receiving about 8% of the total income”

  28. Okay, that's it for today. This episode was produced by Claire Miller, edited by Joel Patterson and engineered by Benjamin Spencer. Our associate producer is Alison Weiss. Our research team is Dan Chalane, Isabella Kinsel, Chris O'Donoghue and Mia Silverio. And our technical director is Drew Burrows. Thank you for listening to Prof G Markets

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