Inflow

Story
The River01 / 12
Series lag note: data currently spans Oct 2025 to Apr 2026. Each chapter uses the latest available value for its own indicator.

Chapter 01

America's economy is a river: powerful, moving, and sometimes volatile.

Capacity is the base layer: a larger economy can absorb more fiscal pressure.

Mechanism: GDP is the broad measure of the economy's flow. A larger, growing river can handle more pressure than a smaller one.

So what: Capacity starts here. The size and strength of the economy affects how much fiscal pressure the system can carry.

Takeaway: Capacity is the base layer: a larger economy can absorb more fiscal pressure.

Implication: When growth slows, every other pressure metric becomes harder to carry.

GDP per household (roughly): $238.0K

Uses about 132M U.S. households as a fixed denominator for translation.

Then: If the economy is the river, inflow is the water entering the system.

Capacity rising

GDP Level

$31.4T

QoQ Change

1.0%

YoY Change

5.4%

How this is calculated

Definition: Nominal GDP level used as capacity baseline for the system.

Series IDs: bea.gdp.nominal

Frequency: Quarterly

Smoothing: Quarterly GDP levels shown as reported.

Formula: Nominal GDP level and quarter-over-quarter/year-over-year percent change.

Not captured: Per-household conversion is illustrative and does not reflect household income distribution.

Source: Bureau of Economic Analysis

The River. Capacity is the base layer: a larger economy can absorb more fiscal pressure.. GDP per household (roughly): $238.0K.

Chapter 02

The government has an inflow.

Receipts are the inflow valve: stronger inflow lowers fiscal pressure.

Mechanism: Receipts are money flowing in from taxes and other sources. When growth slows, inflow often softens too.

So what: Lower inflow with steady spending raises pressure quickly, even if policy does not change overnight.

Takeaway: Receipts are the inflow valve: stronger inflow lowers fiscal pressure.

Implication: When receipts soften while spending stays firm, the deficit widens fast.

Receipts per household (roughly): $41.2K

Uses trailing 12-month receipts and about 132M households; directional, not a tax bill.

Then: If inflow fills the channel, outflow is what drains it every month.

Receipts up (TTM)

Receipts (TTM)

$5.4T

Latest Month

$313.1B

What this means

Receipts up (TTM)

Receipts per worker (roughly)

$33.8K

How this is calculated

Definition: Monthly Treasury Statement total receipts (inflow).

Series IDs: treasury.mts.receipts

Frequency: Monthly

Smoothing: Monthly receipts with a trailing 12-month sum for trend.

Formula: Receipts TTM = sum of the most recent 12 Monthly Treasury Statement receipts values.

Not captured: Household and worker conversions use fixed denominator estimates and ignore distribution.

Source: U.S. Treasury Fiscal Data

Inflow. Receipts are the inflow valve: stronger inflow lowers fiscal pressure.. Receipts per household (roughly): $41.2K.

Chapter 03

The government has an outflow.

Outlays are the drain: sustained high outflow pushes pressure higher.

Mechanism: Outlays include everything from benefits and defense to health programs and interest costs.

So what: Sustained outflow above inflow means the water level trends upward over time.

Takeaway: Outlays are the drain: sustained high outflow pushes pressure higher.

Implication: If outlays outpace receipts for long, deficits become structural.

Outlays per household (roughly): $53.6K

Uses trailing 12-month outlays and about 132M households.

Then: When outflow beats inflow, the monthly gap is the deficit.

Outlays up (TTM)

Outlays (TTM)

$7.1T

Latest Month

$620.6B

What this means

Outlays up (TTM)

Top spending buckets

Social Security, health programs, national defense

Directional categories; monthly composition moves.

How this is calculated

Definition: Monthly Treasury Statement total outlays (outflow).

Series IDs: treasury.mts.outlays

Frequency: Monthly

Smoothing: Monthly outlays with a trailing 12-month sum for trend.

Formula: Outlays TTM = sum of the most recent 12 Monthly Treasury Statement outlays values.

Not captured: Top buckets are directional labels; this card does not include bucket-level monthly decomposition.

Source: U.S. Treasury Fiscal Data

Outflow. Outlays are the drain: sustained high outflow pushes pressure higher.. Outlays per household (roughly): $53.6K.

Chapter 04

When outflow beats inflow, the water level rises.

Deficit is the gap between outflow and inflow; repeated gaps raise water level.

Mechanism: That monthly gap is the deficit. It is one of the fastest indicators of fiscal direction changing.

So what: Deficit trends tell you whether pressure is easing, holding, or accelerating.

Takeaway: Deficit is the gap between outflow and inflow; repeated gaps raise water level.

Implication: A persistent deficit means new borrowing is baked in, even in calm periods.

This year's gap per household (roughly): $12.4K

Uses trailing 12-month deficit and about 132M households.

Then: Repeated deficits accumulate into total debt, the system's water level.

Deficit up (TTM)

Deficit (TTM)

$1.6T

Latest Month

$307.5B

What this means

Deficit up (TTM)

How this is calculated

Definition: Deficit treated as outflow minus inflow (balance sign inverted for pressure framing).

Series IDs: treasury.mts.balance

Frequency: Monthly

Smoothing: Monthly deficit with trailing 12-month sum for trend.

Formula: Deficit = negative of Monthly Treasury Statement balance; TTM sums last 12 months.

Not captured: Per-household conversion is illustrative and does not represent direct household liability.

Source: U.S. Treasury Fiscal Data

Rising Water. Deficit is the gap between outflow and inflow; repeated gaps raise water level.. This year's gap per household (roughly): $12.4K.

Chapter 05

The water level is debt.

Debt is the accumulated water level from years of deficits.

Mechanism: Debt is the accumulated result of years where outflow exceeded inflow, especially during economic storms.

So what: Debt level alone is not the whole story; the key is how fast it grows versus system capacity.

Takeaway: Debt is the accumulated water level from years of deficits.

Implication: The level matters most when growth slows or financing costs jump.

Debt per household (roughly, gross): $295.1K

Uses total public debt outstanding (gross) and about 132M households.

Then: Borrowing is a tool; what matters is whether growth and policy keep it useful.

Water level easing

Debt Level (Gross)

$38.9T

Definition: Total public debt outstanding (gross). Full value: $38,949,925,615,242

Debt / GDP

120.5%

Debt Growth (YoY)

7.5%

Debt per person (roughly)

$115.9K

Debt per household (roughly)

$295.1K

How this is calculated

Definition: Total public debt outstanding (gross) from Treasury Debt to the Penny.

Series IDs: treasury.debt.total_public

Frequency: Daily

Smoothing: Daily debt level series shown directly.

Formula: Debt level is Treasury Debt to the Penny total public debt outstanding, with Debt/GDP shown as a companion capacity check.

Not captured: This card does not split debt held by the public versus intragovernmental holdings.

Source: U.S. Treasury Fiscal Data

Water Level. Debt is the accumulated water level from years of deficits.. Debt per household (roughly, gross): $295.1K.

Chapter 06

Borrowing is not automatically bad.

Debt can be useful when growth and policy discipline keep carrying capacity intact.

Mechanism: Debt can absorb shocks, stabilize downturns, and fund long-lived public investments when used with discipline.

So what: This is not a morality story. It is a capacity and pressure story: can the system carry the level safely?

Takeaway: Debt can be useful when growth and policy discipline keep carrying capacity intact.

Implication: Borrowing helps in shocks, but persistent high growth in debt eventually narrows choices.

Current debt growth adds per household (roughly): $22.3K

Approximation from current YoY debt growth applied to gross debt level and 132M households.

Then: Higher water means a larger maintenance bill: interest.

Water growth cooling

Debt Level

$38.9T

Current Growth

7.5%

5Y Avg Growth

6.7%

What this means

Borrowing can absorb storms when capacity holds.

How this is calculated

Definition: Debt level and growth context shown as capacity-use framing, not moral scoring.

Series IDs: treasury.debt.total_public

Frequency: Daily

Smoothing: Debt growth shown as year-over-year percent changes.

Formula: Debt growth YoY = percent change of total public debt from one year earlier.

Not captured: Does not identify what borrowing funded or estimate investment returns from borrowing.

Source: U.S. Treasury Fiscal Data

Debt Can Be Useful. Debt can be useful when growth and policy discipline keep carrying capacity intact.. Current debt growth adds per household (roughly): $22.3K.

Chapter 07

Higher water needs more maintenance.

Interest is the maintenance bill, and it scales with both debt level and rates.

Mechanism: Interest on debt is the maintenance cost of carrying the water level. When rates rise, this bill can accelerate quickly.

So what: As maintenance takes a larger share, policy flexibility narrows without raising revenue or borrowing more.

Takeaway: Interest is the maintenance bill, and it scales with both debt level and rates.

Implication: As interest takes a bigger share of receipts, room for new priorities shrinks.

Interest per household this year (roughly): $9.5K

Uses trailing 12-month gross interest outlays and about 132M households.

Then: Rates are the dial that can quickly raise or ease that maintenance bill.

Interest burden rising

Latest Month

$93.5B

Interest TTM

$1.3T

Interest / Receipts

23.1%

Interest / GDP

4.0%

How this is calculated

Definition: Gross interest outlays and burden ratios against receipts and GDP.

Series IDs: treasury.mts.interest_gross, treasury.mts.receipts

Frequency: Monthly

Smoothing: Monthly interest outlays with trailing 12-month totals.

Formula: Interest burden uses gross interest outlays with interest-to-receipts and interest-to-GDP shares.

Not captured: Does not net out intragovernmental payments or isolate refinancing lag effects.

Source: U.S. Treasury Fiscal Data

Maintenance Bill. Interest is the maintenance bill, and it scales with both debt level and rates.. Interest per household this year (roughly): $9.5K.

Chapter 08

Rates change the maintenance bill.

Rates are the system pressure dial and feed through financing costs over time.

Mechanism: Policy rates influence financing costs across the system, including government refinancing and private credit.

So what: Rate changes move quickly through budgets, markets, and future interest costs.

Takeaway: Rates are the system pressure dial and feed through financing costs over time.

Implication: Higher-for-longer rates lift both government maintenance costs and household borrowing costs.

A 1pp move tends to do this: Mortgage +$263/mo, Auto +$17/mo, Card +$7/mo

Rule-of-thumb math on common balances and terms; real products reprice at different speeds.

Then: Households feel that rate pressure directly in monthly borrowing payments.

Interest burden steady

Policy Rate

3.6%

Change vs 1Y Ago

-0.69 pp

1pp move (rule of thumb)

Mortgage +$263/mo, Auto +$17/mo, Card +$7/mo

How this is calculated

Definition: Effective federal funds rate and rule-of-thumb transmission channels.

Series IDs: fred.fed_funds.effective

Frequency: Daily

Smoothing: Daily effective fed funds rate shown directly.

Formula: Policy-rate trend uses latest level and one-year point difference.

Not captured: Transmission to mortgage, auto, and card rates is not one-for-one and includes lags.

Source: FRED (Federal Reserve Bank of St. Louis)

Rate Pressure. Rates are the system pressure dial and feed through financing costs over time.. A 1pp move tends to do this: Mortgage +$263/mo, Auto +$17/mo, Card +$7/mo.

Chapter 09

Rate pressure reaches households too.

Mortgage rates are a direct line from macro rates into household cash flow.

Mechanism: Mortgage rates are one of the clearest channels between market rates and family budgets.

So what: Even small rate moves can materially change monthly payments and affordability.

Takeaway: Mortgage rates are a direct line from macro rates into household cash flow.

Implication: Payment sensitivity changes affordability even when home prices are unchanged.

Monthly hit from +1pp on a $400k mortgage: $256/mo

Illustrative 30-year fixed payment math.

Then: Inflation is a separate pressure, but it often drives the rate response.

Borrowing pressure easing

Mortgage Rate

6.4%

Change vs 1Y Ago

-0.25 pp

Payment Impact

$256/mo on $400k for +1pp

How this is calculated

Definition: 30-year mortgage rate and illustrative payment sensitivity translation.

Series IDs: fred.mortgage30y.fixed

Frequency: Weekly

Smoothing: Weekly average 30-year fixed mortgage rate shown as reported.

Formula: Payment impact = monthly payment at current rate minus monthly payment at (rate - 1pp) on $400k.

Not captured: Borrower credit profile, taxes, insurance, and points are excluded.

Source: FRED / Freddie Mac PMMS

Your Borrowing Cost. Mortgage rates are a direct line from macro rates into household cash flow.. Monthly hit from +1pp on a $400k mortgage: $256/mo.

Chapter 10

Inflation is a different kind of pressure.

Inflation is immediate household pressure and a key input to rate decisions.

Mechanism: When prices rise, households feel it immediately. Policymakers often tighten rates to cool demand.

So what: Inflation affects purchasing power now and financing costs later.

Takeaway: Inflation is immediate household pressure and a key input to rate decisions.

Implication: If income does not keep pace, purchasing power drops quickly.

If income did not rise, a $100 basket became: $102.46

Uses current year-over-year core CPI rate as an illustrative one-year basket translation.

Then: Capacity is the big-picture check: water level relative to river size.

Price pressure easing

Core CPI YoY

2.5%

Core CPI MoM

0.4%

Real Wage YoY

1.3%

How this is calculated

Definition: Core CPI inflation with real wage context (nominal wage growth minus inflation).

Series IDs: bls.cpi.core.index, bls.wages.hourly.nominal

Frequency: Monthly

Smoothing: Core CPI and wages shown as 12-month percent changes.

Formula: Real wage YoY = nominal wage YoY minus core CPI YoY.

Not captured: Core CPI excludes food and energy; household inflation experience varies by spending mix.

Source: Bureau of Labor Statistics

Inflation Pressure. Inflation is immediate household pressure and a key input to rate decisions.. If income did not rise, a $100 basket became: $102.46.

Chapter 11

The key question is capacity.

Capacity is about proportion: debt relative to total economic output.

Mechanism: Debt-to-GDP compares water level to river size. It is a capacity gauge, not a moral score.

So what: Rising pressure relative to capacity can reduce room to respond to future shocks.

Takeaway: Capacity is about proportion: debt relative to total economic output.

Implication: Higher debt-to-GDP usually means less flexibility in the next shock.

Debt relative to annual output: 120.5%

Debt-to-GDP is a capacity gauge, not a default prediction.

Then: Now compress the whole system into one practical watchlist.

Room to absorb shocks narrowing

Debt-to-GDP

120.5%

Change vs 1Y Ago

+0.91 pp

How this is calculated

Definition: Debt-to-GDP ratio using quarter-aligned debt and GDP observations.

Series IDs: treasury.debt.total_public, bea.gdp.nominal

Frequency: Quarterly

Smoothing: Quarterly debt-to-GDP points using quarter-end debt and nominal GDP.

Formula: Debt-to-GDP = total public debt divided by nominal GDP, expressed as percent.

Not captured: This ratio omits rate structure, maturity profile, and off-budget liabilities.

Source: Treasury total public debt + BEA nominal GDP

Capacity Line. Capacity is about proportion: debt relative to total economic output.. Debt relative to annual output: 120.5%.

Chapter 12

You do not need to be an economist to track pressure.

Five gauges summarize system pressure without requiring a full macro dashboard.

Mechanism: Watch these five gauges and you can read the river before the hot takes do.

So what: A simple scoreboard helps you detect direction changes early.

Takeaway: Five gauges summarize system pressure without requiring a full macro dashboard.

Implication: Tracking direction changes early beats reacting to headlines late.

Pressure Index now: 66/100

50 is roughly middle-of-history pressure across the five gauges.

Composite pressure index up

Pressure Index

66/100

Deficit / GDP (TTM)

5.2%

Debt Growth Rate (YoY)

7.5%

Interest Burden (TTM / receipts)

23.1%

Pressure Index 66/100

Composite index blends historical percentiles with danger-zone shaping, then applies 3-month EMA smoothing. 50 means today is around the middle of the historical range across the five gauges.

Deficit / GDP (TTM)

5.2%

Debt Growth Rate (YoY)

7.5%

Interest Burden (TTM / receipts)

23.1%

Inflation (Core CPI YoY)

2.5%

Unemployment (U-3)

4.3%

What changed since last update

Deficit/GDP up, Debt growth down, Interest burden up, Inflation down, Unemployment down

How this is calculated

Definition: Composite pressure scoreboard from five rate/ratio gauges using percentile ranking, danger-zone shaping, and 3-month EMA smoothing.

Series IDs: treasury.mts.balance, bls.cpi.core.index, bls.unemployment.u3

Frequency: Mixed cadence

Smoothing: All gauges are converted to monthly points, then the final index uses a 3-month EMA to reduce one-month whiplash.

Formula: For each rate/ratio gauge, score = 0.5 * percentile rank vs 1990+ history + 0.5 * sigmoid danger score. Sigmoid target/scale parameters are: deficit/GDP 3/1.5, debt growth 5/1.5, interest burden 12/3, core CPI 2/1, unemployment 5.5/0.8. Pressure Index = equal-weight average of available gauge scores, then 3-month EMA.

Not captured: Index is directional, not a policy grade or forecast. Target/scale choices are judgment calls and should be read alongside raw gauges.

Source: Treasury + BLS + BEA

Your Five Gauges. Five gauges summarize system pressure without requiring a full macro dashboard.. Pressure Index now: 66/100.