Edward Conard

Top Ten New York Times Bestselling Author

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Three charts based on today’s Census report show that the US middle-class is shrinking…. because they’re moving up

Mark Perry American Enterprise Institute
Date Posted:
November 19, 2019
Is Database:
Database

Middle Class Is Shrinking….Because They’re Moving Up. From 1967 to 2018, households earning over $100,000 tripled from 9.7% to 30.4% while middle-income households decreased from 53.8% to 41.7%.

The US middle class is shrinking as households transition to higher income brackets, a trend highlighted by Census data showing a significant increase in high-income households. From 1967 to 2018, the share of households earning over $100,000 tripled from 9.7% to 30.4%, while middle-income households earning $35,000 to $100,000 decreased from 53.8% to 41.7%. This shift indicates upward mobility rather than a decline into lower-income categories. Despite media reports of stagnation, real median income for family households rose by 1.2% and for nonfamily households by 2.4% in 2018, both statistically significant. Additionally, real median income for all workers increased by 3.4%, underscoring a more optimistic economic narrative than often portrayed. The decline in average household size further distorts comparisons over time, with per-person income gains being more substantial than aggregate figures suggest.

Good charts from Mark Perry illustrating that the “hollowing out” of the middle class is driven by people “graduating up”

“…Bottom Line: As can be seen in the visualization above, America’s middle class did start largely disappearing in the 1970s, but it was because they were moving up to higher-income groups, not down into a lower-income category. And that movement was so significant that between 1967 and 2018, the share of American households earning incomes above $100,000 more than tripled, from 9.7% to 30.4%....”

Ed Conard

Three charts based on today’s Census report show that the US middle-class is shrinking…. because they’re moving up: Extended Excerpt Image 1


American incomes remained essentially flat in 2018 after three straight years of growth, according to Census Bureau figures released Tuesday that offer a broad look at U.S. households’ financial well-being. Median household income was $63,179 in 2018, an uptick of 0.9% that census officials said isn’t statistically significant from the prior year based on figures adjusted for inflation. Census officials said that median household income was essentially the same as it was during previous peaks in 1999 and 2007.

3. Washington Post. “More Americans go without health coverage despite strong economy, Census Bureau finds“

“Median household income today is right where it was in 1999. We’ve seen two decades with no progress for the middle class,” said University of Michigan economics professor Justin Wolfers. “The economy is producing more than before, but the gains aren’t being shared equally.”

4. CNN. “US income growth stalled in 2018, Census says“:

Median US household income stayed essentially flat in 2018 at $63,200, breaking a three-year streak of increases, according to data released by the Census Bureau on Tuesday. Median income in 2018 was not statistically different than in 2007 or in 1999, which was the high point. “It tells a pretty darn depressing story,” said Justin Wolfers, economics professor at the University of Michigan, of the report. “Two decades with no progress for the middle class.”

But a closer look at the Census Bureau data reveals there are several reasons that it’s maybe not such “a darn depressing story,” and might be a much more optimistic story of income gains for Americans than is being reported by the media. Here’s why:

1. Gains in Median Income for Households and Workers Was Better Than Reported. The Census Bureau report provides data in its press release and in Table A-1 and Figure 1 showing the following:

a. US median household income increased by only 0.9% in 2018 from the previous year and that increase was not statistically significant.

b. Median income for family households (65% of all households) increased by 1.2% and median income for nonfamily households (35% of households) increased by 2.4%, and both of those increases are statistically significant.

Since all Americans live in either a family household or a nonfamily household, the median income for all US households rose last year, and the increases were statistically significant. The only reason the median income for all households was stagnant has to be because of the changing mix and size of US households, a point I highlighted yesterday in this CD post.

c. The Census Bureau also reported that real median income increased for all workers by 3.4% last year and by 3.4% for full-time, year-round male workers and 3.3% for full-time year-round female workers; and all of those increases were statistically significant (see top chart above).

Bottom Line 1: Despite the media’s sober story of stagnation for Americans, all US households and all US workers experienced significant increases in their incomes last year, see top chart above for a summary.

2. Comparing 2018 Median Household Income to 1999 is Distorted by Declining Average Household Size. Between 1999 and 2018, it’s true that real median household income increased by only 2.7%. But adjusting for the ongoing decline in average household size, which fell to an all-time low last year of 2.52 persons, the increase in median household income per household member increased by 5.9% over that period, or more than twice the increase in unadjusted household income (see bottom chart). One way to overcome the evolving and changing nature and size of US households is to compare the real median household incomes over time for households with a fixed, constant number of earners. For households with one earner, their real median income increased by 7.6% between 1999 and 2018 (nearly 3 times the increase of 2.7% for all households) and the increase for two-earner households over that period was 12% (more than four times the increase for all households), see bottom chart above.

Bottom Line 2: Because of the declining size and changing composition of US households over time, comparisons of median household income in two different years (like 1999 and 2018) is an apples-to-oranges comparison and will understate the household income gains on a per-person basis over time, and significantly understate the income gains for a households that have a constant number of earners over time (e.g., one-earner and two-earner households).

Three charts based on today’s Census report show that the US middle-class is shrinking…. because they’re moving up: Extended Excerpt Image 2


The new animated “bar chart race” visualization above is a dynamic version of the second static chart, and both show the percent shares of US households by total money income for three income categories annually from 1967 to 2018: a) low-income households earning $35,000 or less, b) middle-income households earning between $35,000 and $100,000 and c) high-income households earning $100,000 or more (all in constant 2018 dollars). The income data are from the new Census Bureau report released today “Income, Poverty and Health Insurance Coverage in the United States: 2018.” The third chart above is another way to visualize what might be among the most important finding in the new Census data and confirms a continuation of a trend I’ve highlighted many times before on CD.

Here’s how I explained the income share trends displayed above in a post on CD a year ago discussing last year’s Census report, updated with this year’s data.

Yes, the “middle-class is disappearing” as we hear all the time, but it’s because middle-income households in the US are gradually moving up to higher income groups, and not down into lower-income groups. In 1967, only 9.7% of US households (fewer than 1 in 10) earned $100,000 or more (in 2018 dollars). In 2018, more than 1 in 4 US households (30.4%) were in that high-income category, a new record high. In other words, over the last half-century, the share of US households earning incomes of $100,000 or more (in 2018 dollars) has more than tripled! At the same time, the share of middle-income households earning $35,000 to $100,000 (in 2018 dollars) has decreased over time, from more than half of US households in 1967 (53.8%) to less than half (only 41.7%) in 2018. Likewise, the share of low-income households earning $35,000 or less (in 2018 dollars) decreased from more than one-third of households in 1967 (36.4%) to below one-third of US households last year (27.9%), a new record low.

Bottom Line: As can be seen in the visualization above, America’s middle class did start largely disappearing in the 1970s, but it was because they were moving up to higher-income groups, not down into a lower-income category. And that movement was so significant that between 1967 and 2018, the share of American households earning incomes above $100,000 more than tripled, from 9.7% to 30.4%. Many prominent people like Paul Krugman and progressive politicians like Sen. Bernie Sanders and Sen. Elizabeth Warren claim that American’s middle class has been declining, disappearing, collapsing, losing ground, vanished, stagnated, etc. But the Census Bureau data on household income over time displayed above demonstrate conclusively that those assertions are incredibly and verifiably wrong.

Think about it for a moment and let it sink in — in 2018 nearly one out of three (and more than 39 million) US households had annual incomes of $100,000 or more. And the share of American households with that level of income has increased by more than three times since 1967! Then compare that picture of a prosperous America with millions of middle-class households moving up into higher income groups to the narratives we hear all the time that the American middle class is: losing ground, falling behind, collapsing, stagnating, disappearing, fill in the blank ___________.

Income gains for US households and workers are much more upbeat than what’s being reported by the media

Following the release on Tuesday of the Census Bureau’s annual report on Income and Poverty in the United States, the majority of media reports painted a pretty gloomy picture of stagnating household income for Americans, here’s a sample:

1. CBS News. “Americans’ income barely inching up despite economic growth“:

Americans’ household income is barely rising despite ongoing economic growth and low unemployment, a sign the typical family is failing to see significant gains from what has been a record-long expansion.

The median household had income of $63,179 in 2018, not statistically different from the 2017 median, the Census Bureau said. On an inflation-adjusted basis, Americans families are earning just 2.7% more than they did in 1999, when median household income stood at $61,526, or 2007, when the median household income was about $61,000. The data illustrate why 4 in 10 Americans sometimes face what economists call “material hardship,” struggling to pay for basic needs such as food and housing. While income has barely inched upwards during the past two decades, costs for essentials such as health care and housing has soared, pinching budgets for many Americans.

2. Wall Street Journal. “Median U.S. Household Income Showed No Growth in 2018“:

Mark Perry, "Three charts based on today’s Census report show that the US middle-class is shrinking…. because they’re moving up," American Enterprise Institute, September 10, 2019, https://www.aei.org/carpe-diem/three-charts-based-on-todays-census-report-show-that-the-us-middle-class-is-shrinking-because-theyre-moving-up/

Mark Perry, "Income gains for US households and workers are much more upbeat than what’s being reported by the media," American Enterprise Institute, September 13, 2019, https://www.aei.org/carpe-diem/income-gains-for-us-households-and-workers-are-much-more-upbeat-than-whats-being-reported-by-the-media/

Three charts based on today’s Census report show that the US middle-class is shrinking…. because they’re moving up

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Previous articleNovember 18, 2019Shrinking the Tax Gap: Approaches and Revenue PotentialIRS’s enhanced enforcement strategies could increase revenues by over $1tn in the next decade, narrowing the tax gap. Every $1 invested in the IRS yields $11 in additional revenue, according to CBO & Treasury data.Next articleNovember 21, 2019What Fewer Billionaires Could Mean for the Rest of Us@greg_ip: The ultra-wealthy tax could fund socially beneficial initiatives like universal health care & student debt elimination, potentially enhancing middle-class prosperity & economic equity.
Showing 156 database articles primarily about Inequality

US Corporate Profits Surge To Record As Worker Payouts Wilt

AI Summary. U.S. corporate pre-tax profits reached an annualized $4.8tn, or 18% of national income—the highest share since the post-WWII era—while workers' wages and benefits fell to 60% of national income, the lowest since the 1950s.

Myles McCormick Financial Times
Date Posted:
August 28, 2026
Is Database:
Database

Corporate profits have risen to 18% of national income, their highest share since 1947, while labor’s share has fallen to 60%, a low not seen since the 1950s. The decline in labor’s share has accelerated over the past year.

Are record corporate profits coming at workers' expense?

Pre-tax earnings hit an annualised $4.8tn in the second quarter, or 18% of national income, according to Bureau of Economic Analysis data, the highest share since the aftermath of the second world war. Employees’ share from wages and benefits fell to 60%, the lowest level since the 1950s. “Regardless of what measure you look at, workers, in terms of employee compensation, have been receiving an increasingly small share of national income over time,” said Abiel Reinhart, an economist at JPMorgan. The decline in labour’s share of income has gained pace in the past five years and especially over the past 12 months.

Related Articles:

  • The Post‑COVID Decline in the Labor Share — The labor share of income has fallen 1.6 percentage points below its pre-pandemic level, reaching an all-time post-war low, driven by within-industry dynamics rather than shifts in activity across sectors.
  • Are US Corporate Profit Margins Too High? — In Q1 2026, US after-tax non-financial margins were estimated at 7.6%, just short of the post-1949 high of 8.2% in Q2 of 2021. Tan Kai Xian argues US corporate…
  • Why the Labor Share Keeps Falling: Taxes! — Tax code changes account for roughly one-third of the decline in the worker share of U.S. business income since 1978, as firms shift from corporate to pass-through structures to reclassify wages as profits and reduce tax burdens.
  • Inequality
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The Rise Of The Deserving Rich

AI Summary. Billionaire wealth from self-made entrepreneurs in competitive sectors has reached an all-time high, with fairly earned wealth now accounting for half of total billionaire wealth globally, while wealth from politically connected industries has declined since 2021.

Economist Staff The Economist
Date Posted:
July 24, 2026
Is Database:
Database
Is Important:
Important

An Economist analysis of the wealth of 7,000 billionaires finds that over the past decade, the share of billionaire wealth “derived from self-made entrepreneurs in competitive sectors has surged to an all-time high.”

Does self-made wealth now dominate billionaire fortunes globally?

Core argument: For the first time in the 25-year dataset, half of global billionaire wealth derives from self-made entrepreneurs in competitive sectors, marking a structural shift away from politically connected and inherited fortunes.

Drawing on data from Forbes, a magazine, Hurun, a research firm, and Gapminder, a Swedish foundation, we have assembled a list of about 7,000 billionaires from the past 25 years. We call a billionaire’s wealth “uncompetitive” when it mainly comes from industries such as gambling, construction, defence, and raw materials. These sectors often depend on political access. We count inheritors in the “uncompetitive” category. From 2001, when our data begin, to 2014, the uncompetitive share of billionaire wealth rose slightly. Yet over the past decade, the share derived from self-made entrepreneurs in competitive sectors has surged to an all-time high. For the first time, half the wealth of the world’s billionaires is reasonably fairly earned. And since 2021, the total wealth derived from uncompetitive sectors has declined.

Takeaways by Macro Roundup® AI

  1. For the first time in the 25-year dataset, half of global billionaire wealth derives from self-made entrepreneurs in competitive sectors, marking a structural shift away from politically connected and inherited fortunes.
  2. The uncompetitive share of billionaire wealth—spanning gambling, construction, defence, raw materials, and inheritance—rose modestly from 2001 to 2014 but has declined in absolute terms since 2021.
  3. Inherited wealth, though typically lawfully held, represents a policy failure in wealth distribution, as heirs’ fortunes reflect birth advantage rather than competitive value creation.

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  • America’s Support for Capitalism Has Declined Over Last Decade — American confidence in capitalism has fallen from 60% to under 50% over the last decade, while only 12% believe democracy is working well and just 35% believe the economy offers a fair path to prosperity.
  • The Economics of Inequality in High-Wage Economies — Inequality is mostly the result of an increasing premium on returns from risk and high-skilled labor ushered in by technological disruption and the feedback…
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Another Reason the Labor Share Keeps Falling: Taxes!

AI Summary. A shift of ~$200bn in worker pay into corporate profits as stock-based compensation could explain roughly one-third of the long-run decline in labor's share of income, as stock ownership allows high earners to receive tax-preferred pay recorded as profits rather than wages.

Owen Zidar and Eric Zwick The Everywhere Millionaire
Date Posted:
July 1, 2026
Is Database:
Database
Is Important:
Important

Zidar & Zwick suggest about one‑third of the post‑1970s drop in labor’s share is due to stock‑based pay to workers, in addition to the one‑third they already attribute to pass‑through income. That leaves only around one‑third for genuine shifts in technology, power, etc.

Does tax-preferred stock compensation explain the labor share decline?

Core argument: $200bn in missing labor compensation since the late 1970s drives roughly one-third of the labor share decline, reflecting tax-advantaged stock.

In our data for 2017, after adjustments for the rise of pass-throughs, we report employee compensation of $7.2 trillion and corporate value added of $12.2 trillion. The unadjusted corporate profits number (which excludes partnership profits) is $1.7 trillion. If we could find around $200 billion of “missing” labor compensation, that would account for about a third of the fall in the labor share since the late 1970s. Thus, if workers owned a bit above 10% of those corporate profits via stock compensation, then that would cover the difference. Distributing this amount across the top 10% of public company employees, of which there are 4.2 million, this ownership would imply an additional $40,000 or so in pay. The aggregate numbers are thus quite plausible in terms of how much pay might have shifted to corporate profits serving as tax-preferred payments to high earners.

Takeaways by Macro Roundup® AI

  1. $200bn in missing labor compensation since the late 1970s drives roughly one-third of the labor share decline, reflecting tax-advantaged stock.
  2. Top 10% of public company employees ($40k additional implicit pay via equity ownership) concentrate gains that would equal $200bn aggregate.
  3. $12.2tn corporate value added vs. $7.2tn employee compensation reveals labor’s shrinking claim on output, as tax-preferred equity arrangements redirect worker.

Related Articles:

  • Why the Labor Share Keeps Falling: Taxes! — Tax code changes account for roughly one-third of the decline in the worker share of U.S. business income since 1978, as firms shift from corporate to pass-through structures to reclassify wages as profits and reduce tax burdens.
  • Human Capitalists — Equity Based Compensation ~45% Of Total Comp Of High-Skilled Labor, Including It In Labor Share Cuts Decline of Labor Share Since The 1980’s By 60%.
  • Capitalists in the Twenty-First Century — Most income at the top of the US income distribution is non-wage income, primarily derived from private business profits, according to @MatthewSmith…
  • Inequality
  • Fiscal Policy
    • Taxation
  • Workforce
    • Wages/Income

Do Past Wealth Gaps Explain Modern Inequality? Evidence From Immigration To The United States

AI Summary. European immigrants who arrived with nearly no wealth converged to similar wealth levels as earlier European settlers within a few generations, while Black, Cuban, Mexican, and Puerto Rican households remained substantially behind, indicating that initial wealth gaps do not uniformly predict long-run inequality across all groups.

Brian Marein Wake Forest University
Date Posted:
June 30, 2026
Is Database:
Database
Is Important:
Important

Except possibly at the very top of the distribution which SIPP cannot measure, the wealth of “new” Southern and Eastern European immigrants to the US has fully caught up with “old” immigrants. Wealth converges quickly once earnings inequality vanishes.

Does initial wealth explain persistent inequality across immigrant groups?

Core argument: By 1920, 50% of white adults were foreign-born or had foreign-born parents, yet Southern and Eastern European descendants achieved wealth.

Inferring the determinants of long-run inequality from group-level data is complicated by the arrival of 30 million Europeans during the Age of Mass Migration (roughly 1850 to 1924), who are by construction included in average white wealth despite having no direct claim to the wealth accumulated by earlier Americans. By1920, nearly half of white adults were either foreign-born or had foreign-born parents. Using the United States Immigration Commission Reports (commonly known as the Dillingham Commission Reports), I document that immigrants at the turn of the twentieth century arrived with almost no wealth. [Thus] a large share of the white population started from a substantial wealth disadvantage. Northwestern Europeans comprised the overwhelming majority of earlier immigrants, dating back to the initial European settlement of North America, while Southern and Eastern Europeans predominated at the turn of the twentieth century. If initial wealth disadvantages persisted across generations, one would expect households of Southern or Eastern European ancestry to possess less wealth than those of Northwestern European ancestry, since their families arrived later and started with substantially fewer resources. In fact, they do not. On average, they are wealthier.

Takeaways by Macro Roundup® AI

  1. By 1920, 50% of white adults were foreign-born or had foreign-born parents, yet Southern and Eastern European descendants achieved wealth.
  2. European immigrants arrived at the turn of the twentieth century with nearly zero wealth, yet their descendants’ wealth distributions converged.
  3. White ancestry groups exhibit nearly identical wealth distributions by 1980–1990 despite staggered arrival times spanning 270+ years, while Black, Cuban.

Related Articles:

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  • 00 to 2022 — Gregory Clark @PNASNews finds that social status in England was strongly correlated across generations between 1600 and 2022, consistent with a theory of…
  • Changing Opportunity: Sociological Mechanisms Underlying Growing Class Gaps and Shrinking Race Gaps in Economic Mobility — Raj Chetty @OppInsights finds that a white child born into the bottom household income quintile in 1992 had a 29.7% chance of remaining there, up from 24.9% in…
  • Inequality
  • Politics
  • Workforce
    • Immigration
    • Mobility/Assortative Mating

The Great $110 Trillion Wealth Transfer Won’t Happen Any Time Soon

AI Summary. Bequeathable wealth in the U.S. rose from 256% to 424% of GDP between 1997 and 2021, with 97% of that increase concentrated in households headed by someone 55 or older. The wealthiest 10% of that age group drove 75% of the total gain, meaning inherited wealth is becoming increasingly concentrated

Rachel Louise Ensign and James Benedict Wall Street Journal
Date Posted:
May 5, 2026
Is Database:
Database

The age at which Americans are inheriting money has risen. According to Federal Reserve surveys, btw 1998 and 2010, Americans in their late 50s were most likely to report receiving an inheritance; by 2013–2022, that age had ticked up to the mid 60’s.

Will the concentration of inherited wealth impact economic equality?

Core argument: Bequeathable wealth surged to 424% of GDP in 2021 from 256% in 1997, with 97% of gains concentrated in households.

Fed data [indicates] that what is known as the bequeathable wealth rose from 256% of gross domestic product in 1997 to 424% in 2021, the last year of available data. A staggering 97% of that increase was due to wealth gains in households where the head of household was 55 or older. Older Americans may keep accumulating wealth, especially if the stock market keeps rising. But some will spend it on living costs and expensive long-term care, leaving less for heirs. When they die, many will leave their money to their spouses, who are often in their same generation. This year, around $1.3 trillion is expected to be passed onto spouses, compared with about $2 trillion to heirs in Gen X and younger generations, according to projections from research firm Cerulli Associates.

Takeaways by Macro Roundup® AI

  1. Bequeathable wealth surged to 424% of GDP in 2021 from 256% in 1997, with 97% of gains concentrated in households.
  2. The wealthiest 10% of households age 55+ captured 75% of total bequeathable wealth gains since 1997, resulting in widening inequality.
  3. Boomers accumulated $1tn+ in wealth during Q4 alone, outpacing all other generational groups, as stock and business valuations drive outsized.

Related Articles:

  • A Preliminary Report on Taxing the Great Wealth Transfer: Revenue and Distributional Effects of Taxes on Estates, Inheritances, and Unrealized Capital Gains at Death — Bequeathable wealth/GDP has risen from 256% to 424% over 1997- 2021, but the current estate tax law yields ~$0 revenue. @BrookingsInst researchers propose an…
  • Is Inherited Wealth Bad? — Existing data show ~80% of private wealth in early 20th-century Europe was inherited. In France and Sweden that fell to ~40% by 1975, but has since risen. In…
  • How To Get Rich in 2025 — As baby boomers die, inheritances as a share of US output are over 10% which is just off a post-WW II high. For every $100 paid in wages, the dead leave behind…
  • Inequality
  • Politics
  • Workforce

Has Generational Progress Stalled? Income Growth Over Five Generations of Americans

AI Summary. Generational income growth in the United States has slowed across five successive generations, with each cohort earning less relative to the previous one by their late 30s.

Kevin Corinth and Jeff Larrimore Demography
Date Posted:
April 23, 2026
Is Database:
Database
Is Important:
Important

As measured by the 36–40 cohort across generations, Americans’ real market income has continued to rise but at a slower pace. Accounting for taxes and transfers partially offsets the slowdown in the growth of market income.

Core argument: Income growth for Americans in their late 30s declined 50% from the Silent Generation (born 1928–1945) to Millennials (born 1981–1996).

We zoom in on a focal age range in peo­ple’s late 30s—an age at which we observe the five gen­er­a­tions from the Greatest Generation (born 1901–1927) through the Millennial Generation (born 1981–1996)—and assess both whether gen­er­a­tional prog­ress is positive and the extent to which the rate of growth is speeding up or slowing down. Focusing first on median market income, there are two notable takeaways that apply for both the individual/couple and the household sharing units.The first is that generational progress has clearly slowed since the Baby Boom Generation, although it remains positive. Second, despite the perception that slowing generational progress is a recent phenomenon, the substantial slowdown did not start with Millennials but began a generation earlier with Generation X. Looking at the patterns formed in household market income by generation, the income of Baby Boomers in their late 30s was 31% above that for similarly aged adults in the Silent Generation. Progress slowed substantially for Generation X—their incomes increased by 10% relative to Baby Boomers—and then ticked up for Millennials, whose incomes rose by 15% relative to Generation X. Although market income is an important indicator of progress, it does not reflect the full set of resources that individuals have available for consumption. The slowdown in generational progress is softened when accounting for taxes and transfers.

Takeaways by Macro Roundup® AI

  1. Income growth for Americans in their late 30s declined 50% from the Silent Generation (born 1928–1945) to Millennials (born 1981–1996).
  2. Wage growth deceleration across five generations results in widening inequality, with top earners capturing disproportionate income gains while median earners.
  3. Workforce participation shifts and wage stagnation for Millennials vs. prior generations lead to delayed wealth accumulation and reduced intergenerational economic.

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    • Wages/Income
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