Payroll Heatmap
Monthly breadth and contribution view across major payroll sectors.
Apex Macro Labor Market Workbench
Labor Market Overview
A full labor-market deck for macro strategy: unemployment regime, payroll breadth, labor supply, job quality, claims, JOLTS, wages, productivity, demographics, and macro cross-asset context.
Latest DataMay 29, 2026
FRED Series93
Chart Panels93
Jobs Notebooks Scanned385
Executive Scoreboard
High-signal labor-market metrics a macro strategist would monitor first.
U-34.3%
Headline unemployment rate
U-68.2%
Broad labor underutilization
Sahm Rule0.23 ppt
3M avg U-3 vs trailing 12M low
U-3 12M Change0.10 ppt
Year-over-year labor slack change
Payrolls 3M Avg48K
Average monthly nonfarm payroll gain
Initial Claims209K
4-week average initial jobless claims
Claims Above 52W Low3.1%
Initial claims relative to cycle low
Continuing Claims Above 52W Low0.1%
Continuing claims relative to cycle low
Openings / Unemployed0.95x
Labor demand relative to unemployed workers
Quits Rate2.0%
Worker confidence and bargaining power
Temp Help YoY-1.7%
Leading payroll-quality indicator
Payroll YoY Breadth40.0%
Share of tracked payroll industries growing year-over-year
Payroll MoM Breadth60.0%
Share of tracked payroll industries adding jobs month-over-month
JOLTS Falling Breadth71.4%
Share of tracked JOLTS industries with openings falling year-over-year
Labor Recession Probability18.6%
Labor-only recession-risk model
Labor Growth Impulse0.96z
Labor-only growth nowcast impulse
Labor Heat Score-0.47z
Composite pressure score
Strategist Playbook
How to read the thick deck from a PM or chief strategist seat.
| Lens | Current Read | Why It Matters |
|---|---|---|
| Cycle Regime | Cooling Expansion | Labor demand is slowing and the deck should emphasize downside skew, breadth, and claims confirmation. |
| Recession Trigger Watch | 0.23 ppt | Sahm Rule near or above 0.50 ppt is a high-priority recession-risk signal. |
| Payroll Breadth | 40.0% | Below 50% would mean contraction is broader than expansion across tracked industries. |
| JOLTS Deterioration Breadth | 71.4% | A high share of industries with openings falling YoY confirms labor-demand cooling. |
| Core Private Ex Defensive | 26K | Separates cyclical private job creation from government and education/health support. |
| Real Wage Pulse | -0.4% | Real wage gains support consumption unless job growth and hours weaken faster. |
What Matters First
Sahm Rule, initial and continuing claims, payroll breadth, and temp help. These are the fastest ways to separate noise from a real labor turn.
Quality Of Jobs
Full-time share, part-time share, multiple jobholders, hours worked, and real wage growth decide whether payroll growth is economically strong or cosmetically strong.
Demand Versus Supply
Openings per unemployed, openings-to-hires, labor-force growth, and participation identify whether unemployment is rising from weak demand or supply normalization.
Policy And Markets
Fed funds, curve slope, wage pressure, and equity context translate the labor tape into rates, credit, equity, and dollar implications.
Heatmaps And Scatters
Cross-sectional diagnostics, regime maps, and institutional signal tables.
Signal Matrix
Momentum z-scores are colored so green means labor-market heat or resilience and red means cooling or stress.
| Metric | Latest | Momentum | Momentum Z |
|---|---|---|---|
| U-3 | 4.30 | 0.10 | 0.08z |
| U-6 | 8.20 | 0.30 | 0.14z |
| Payrolls | 158.74K | 48.00 | -0.07z |
| Private Payrolls | 135.43K | 55.00 | -0.06z |
| Manufacturing Payrolls | 12.60K | -0.52 | -0.28z |
| Construction Payrolls | 8.32K | 0.60 | -0.61z |
| Temp Help | 2.49K | -1.68 | -0.07z |
| Average Weekly Hours | 34.30 | 0.00 | 0.12z |
| Initial Claims | 209.00K | 3.08 | -0.96z |
| Continuing Claims | 1.77M | 0.14 | -1.88z |
| Openings / Unemployed | 0.95 | 0.95 | -0.47z |
| Quits Rate | 2.00 | -0.20 | -0.62z |
| Layoffs Rate | 1.20 | 0.20 | 0.17z |
| AHE YoY | 3.57 | 3.57 | -0.28z |
Latest Payroll MoM Bar
Current monthly job creation and job losses across major payroll industries.
Latest Payroll MoM Percent Bar
Current percent change across major payroll industries.
Latest Payroll YoY Bar
Current year-over-year payroll growth across major industries.
Latest JOLTS Industry Bar
Current job-openings growth by industry to spot where labor demand is deteriorating.
Latest JOLTS MoM Bar
Current monthly change in job openings by JOLTS industry.
Latest JOLTS MoM Percent Bar
Current monthly percent change in job openings by JOLTS industry.
JOLTS Heatmap
Rolling z-score view of openings, hires, quits, layoffs, and selected industry openings.
Demographic Heatmap
Where labor slack is concentrated across cohorts.
Beveridge Curve
Openings rate versus U-3 to track labor-market matching efficiency.
Claims vs Payrolls
High-frequency layoff pressure versus payroll momentum.
Quits vs Wages
Worker confidence versus wage pressure.
Yield Curve vs U-3 Change
Policy-cycle lead-lag map of curve slope and unemployment deterioration.
Executive Dashboard
11 institutional labor-market charts.
U-3 and U-6 Slack Dashboard
The headline and broad unemployment rates define the labor slack regime.
Sahm Rule Stress Gauge
Real-time recession-risk lens: 3-month average U-3 minus its trailing 12-month low.
Payroll Momentum: Monthly Change and 3M Average
Payrolls are converted into monthly change to show hiring impulse.
Payroll Industry Breadth: YoY
Percent of tracked payroll industries expanding year-over-year.
Payroll Industry Breadth: MoM
Percent of tracked payroll industries adding jobs month-over-month.
Initial Claims and Continuing Claims
Claims show the highest frequency read on firing and labor-market absorption.
Job Openings per Unemployed Worker
Labor demand relative to available workers is the core tight/loose metric.
Labor Market Heat Score
Composite of unemployment, claims, temp help, hours, quits, and openings pressure.
Labor-Implied Recession Probability
A transparent labor-only probability model using Sahm pressure, claims, payrolls, temp help, hours, openings, and JOLTS breadth.
Labor-Implied Growth Impulse
A labor-only growth impulse where positive readings imply above-trend labor support and negative readings imply recessionary drag.
Labor Demand Versus Labor Supply
Job openings plus employment versus labor force supply, indexed to the same base.
Unemployment Regime
10 institutional labor-market charts.
Unemployment Rate with Recession Context
Classic cycle view of U-3 across expansions and recessions.
12-Month Change in U-3
Rate-of-change usually matters more than the level when cycle risk is turning.
U-3 Percent Above 12-Month Low
A compact way to show deterioration from the best recent labor-market print.
Unemployed Persons: Level and Year-over-Year
The stock of unemployed workers and its rate of change.
Unemployed-to-Employed Ratio
A clean household-survey stress ratio that scales unemployment by the employment base.
Short-Duration Unemployment
Early-cycle unemployment churn: less than 5 weeks and 5-14 weeks.
Persistent-Duration Unemployment
More persistent unemployment stress: 15-26 weeks and 27+ weeks.
Long-Term Unemployed Share
Long-term unemployment as a share of total unemployment captures scarring risk.
Average and Median Weeks Unemployed
Duration breadth across average and median spells.
Unemployment Level YoY Change
Year-over-year percent change in the unemployment stock; a 10% threshold is a practical stress marker.
Unemployment Breakdown
6 institutional labor-market charts.
Permanent Job Losers and Temporary Layoffs
Permanent losses are higher-quality recession information than temporary churn.
Job Leavers, Reentrants, and New Entrants
Composition clarifies whether unemployment is driven by confidence, reentry, or displacement.
Displacement Share of Unemployment
Permanent and temporary layoff shares isolate displacement-driven unemployment.
Entry and Leaver Share of Unemployment
Job leavers and reentrants show confidence and labor-force flow.
New Entrants Share of Unemployment
New entrants as a share of unemployment isolate first-time labor-force entry pressure.
Permanent Job Losers as Share of Unemployed
Permanent job losses rising as a share of unemployment is a higher-conviction downturn signal.
Labor Supply
4 institutional labor-market charts.
Labor Force and Employment Levels
Household survey levels show supply and employment participation.
Labor Force Momentum and Unemployment Level
Labor-force growth can raise unemployment even when employment is expanding.
Prime-Age Participation and Employment Ratio
Prime-age measures remove aging effects and reveal core labor supply tightness.
Participation and Headline Unemployment
A falling unemployment rate is less clean when participation is weakening.
Labor Quality
6 institutional labor-market charts.
Full-Time and Part-Time Employment
Full-time versus part-time mix is a key quality-of-jobs read.
Part-Time Share of Employment
A rising part-time share can indicate weakening labor quality.
Multiple Jobholders as Percent of Employed
Multiple jobholding can flag household income stress or a tight services market.
Full-Time Employment Share
Full-time share is a direct quality-of-employment measure.
Full-Time Employment Share and PCE Inflation
Full-time employment as a share of household employment versus PCE inflation.
Full-Time and Part-Time Monthly Change
Recent monthly change in full-time and part-time employment, shown as a four-year rolling window.
Payrolls
9 institutional labor-market charts.
Total Nonfarm Payrolls: Level and Drawdown
A cycle-level chart for total payroll employment.
Private and Government Payroll Growth
Splits the private cycle from public-sector stabilization.
Core Private Payrolls Ex Government and Education/Health
A cleaner cyclical payroll impulse that strips out the two biggest defensive supports.
Defensive Share of Payroll Gains
Government plus education/health share of 12-month job gains; high readings can mask weak cyclicals.
Defensive Payrolls: Government and Education/Health
Defensive job creation can mask weaker private cyclical breadth.
ADP Employment Growth by Establishment Size
ADP payroll growth by firm-size cohort: small, middle-market, and large establishments.
Private Jobs as Percent of Total Jobs
Private payrolls as a share of total nonfarm employment.
Private and Government Employment YoY
Private-sector cycle momentum versus government employment growth.
Total Payroll YoY Growth 3M Average
Three-month average of year-over-year payroll growth smooths monthly noise.
Payroll Drawdowns During Recessions
Peak-to-trough payroll losses during recessions, with construction's share of the total drawdown.
Cyclical Payrolls
2 institutional labor-market charts.
Cyclical Payroll Composite
Equal-weighted year-over-year momentum across manufacturing, construction, and leisure/hospitality payrolls.
Construction Employment Detail
Residential versus nonresidential building labor momentum.
Leading Labor Indicators
2 institutional labor-market charts.
Temporary Help Services
Temp help has historically rolled before broader payroll weakness.
Leading Labor Pair: Temp Help and Overtime
Temp help and manufacturing overtime are early-cycle labor demand gauges.
Hours and Wages
6 institutional labor-market charts.
Average Weekly Hours and Overtime
Hours are often cut before headcount, especially in manufacturing.
Average Weekly Hours YoY and Payrolls
Hours and headcount jointly reveal labor demand intensity.
Average Hourly Earnings
Wage pressure through level and yearly change.
Real Average Hourly Earnings
Nominal wage growth deflated by CPI inflation.
Aggregate Labor Income Proxy
Payrolls times hours times hourly earnings, indexed and shown as year-over-year growth.
Wages, ECI, and Unit Labor Costs
Compensation pressure across payroll, ECI, and unit labor cost measures.
Productivity
2 institutional labor-market charts.
Labor Productivity YoY
Productivity determines whether wage gains support real income without margin pressure.
Unit Labor Costs YoY
Unit labor costs capture wage pressure after productivity offsets.
Claims
9 institutional labor-market charts.
Initial Claims 4-Week Average
The high-frequency layoff flow, smoothed with a 4-week average.
Initial Claims Percent Above 52-Week Low
A claims stress gauge that rises when layoff flow moves materially above its local low.
Initial Claims 3M Annualized Change
Short-horizon claims momentum annualized for tactical cycle monitoring.
Initial Claims to Unemployment Ratio
New layoff flow scaled by the unemployment stock.
Continuing Claims 4-Week Average
Continuing claims capture labor-market absorption after layoffs occur.
Continuing Claims Percent Above 52-Week Low
Continuing claims stress relative to the trailing one-year low.
Insured Unemployment Rate and U-3
Insured unemployment rate gives a claims-based cross-check on U-3.
Continuing Claims to Unemployment Ratio
Benefit continuation scaled by the unemployed population.
Initial Claims 4W Average and U-3
Weekly layoff flow versus headline unemployment; claims are a faster turn signal.
JOLTS
11 institutional labor-market charts.
JOLTS Openings, Hires, and Quits
The labor demand stack: openings, hires, and voluntary quits.
JOLTS Demand Rates: Openings and Hires
Openings and hires rates show labor demand and realized matching.
JOLTS Flow Rates: Quits and Layoffs
Quits and layoffs split voluntary confidence from involuntary separation stress.
JOLTS Industry Breadth
Percent of tracked JOLTS industries with job openings falling year-over-year.
Net Hiring Rate
Hires less layoffs and discharges as a clean labor-flow impulse.
Openings-to-Hires Ratio
A matching-efficiency and demand quality gauge: more openings per hire can indicate friction.
Quits Minus Layoffs Rate
A worker-confidence spread that falls when labor bargaining power weakens.
Quits Rate and Wage Growth
Quits proxy worker confidence and bargaining power.
Private JOLTS Openings
Private-sector job openings isolate private labor demand.
Private JOLTS Quits and Layoffs
Private-sector quits and layoffs split worker confidence from separation stress; shown as 3-month averages on one scale.
Unemployment Level and JOLTS Job Openings
Unemployed workers versus total job openings shows the supply-demand balance in levels.
JOLTS Industry
3 institutional labor-market charts.
Construction and Manufacturing Job Openings
Cyclical industry labor demand from JOLTS.
Government and Healthcare Job Openings
Defensive-sector labor demand that can offset private-cycle weakness.
Manufacturing and Professional Services Job Openings
Cyclical goods-side openings versus professional and business services labor demand.
Demographics
5 institutional labor-market charts.
Unemployment by Race and Ethnicity
Demographic unemployment rates widen at cycle turns.
Unemployment by Age
Youth unemployment is a high-beta labor-market stress measure.
Unemployment by Education
Education breakdown helps distinguish broad cycle weakness from skill-specific slack.
Men and Women Unemployment Rates
Gender splits can reveal industry-driven stress.
Foreign-Born and Native-Born Employment Cumulative Change
Cumulative month-over-month percent change since 2022, indexed to zero for each cohort.
Macro Cross-Asset
6 institutional labor-market charts.
Fed Funds and U-3
Labor slack versus the policy-rate backdrop.
Yield Curve and Unemployment Change
Curve inversion often leads labor-market deterioration.
S&P 500 and Unemployment
Equity market context around labor-cycle turns.
Industrial Production and Manufacturing Employment
Goods-cycle labor stress compared with industrial output.
Retail Sales and Payrolls
Consumer demand mapped against labor income generation.
Consumer Sentiment and Unemployment
Household confidence and labor slack.
Education
1 institutional labor-market charts.
College-Educated Share of Unemployed
Bachelor's degree and higher unemployment level as a share of total unemployment.
Definitions
Embedded glossary and model notes for reading the deck.
| Term | Definition |
|---|---|
| U-3 | The headline unemployment rate: unemployed persons as a share of the civilian labor force. |
| U-6 | Broad underemployment rate including unemployed workers, marginally attached workers, and part-time workers for economic reasons. |
| Sahm Rule | The 3-month average U-3 unemployment rate minus its trailing 12-month low. A reading near 0.50 percentage points is a classic recession warning threshold. |
| Initial Claims | Weekly new filings for unemployment insurance. The deck emphasizes the 4-week average and percent above the 52-week low. |
| Continuing Claims | Workers continuing to receive unemployment benefits. This is a labor absorption and reemployment signal. |
| JOLTS | Job Openings and Labor Turnover Survey: openings, hires, quits, layoffs, and separations. |
| Openings / Unemployed | A tightness ratio comparing labor demand to available unemployed workers. |
| Payroll Breadth | The percent of tracked payroll industries with positive month-over-month or year-over-year employment growth. |
| JOLTS Falling Breadth | The percent of tracked JOLTS industries where job openings are falling year-over-year. |
| Temporary Help | Temporary help services payrolls. This is commonly treated as a leading labor indicator because temp headcount is easy to cut before permanent staff. |
| Core Private Ex Defensive | Total payrolls excluding government and education/health services, used to isolate the cyclical private labor impulse. |
| Defensive Share of Job Gains | Government plus education/health services as a share of 12-month payroll gains. |
| Labor Growth Impulse | A z-score composite of payroll momentum, temp help, hours, claims, openings per unemployed, Sahm pressure, and payroll breadth. |
| Labor Recession Probability | A transparent heuristic probability model using Sahm pressure, claims pressure, continuing claims, payroll momentum, temp help, hours, openings per unemployed, and JOLTS deterioration breadth. |
| Z-Score | A rolling standard-deviation score versus the series' own history. Positive means above trend; negative means below trend. |
| 3M Avg MoM | Three-month average of monthly changes, used to smooth payroll and labor-force noise. |
| YoY | Year-over-year percent change. Used for levels where the trend is more useful than monthly volatility. |
| Recession Shading | Gray background shading marks NBER recession months from the FRED USREC series. |
Labor Recession Probability Method
- Normalize each labor stress input around practical macro thresholds.
- Average the normalized inputs into a rolling 3-month labor stress score.
- Map the score through a logistic curve to produce a 0-100 probability.
- Use the probability as a labor-market risk gauge, not as a standalone recession call.
The model is intentionally transparent and labor-only. It should be read alongside growth, inflation, credit, and policy data.
FRED Library
All FRED series pulled into the reusable local storage file.
| Theme | Notebook Count |
|---|---|
| Payrolls | 164 |
| Unemployment | 102 |
| JOLTS / Flows | 88 |
| Industries | 77 |
| Hours / Wages | 51 |
| Labor Supply / Quality | 43 |
| Claims | 18 |
Data Start Audit
| Group | Series | Earliest Start | Latest Start | Latest Obs |
|---|---|---|---|---|
| ADP Payrolls | 5 | 2010-01-01 | 2010-01-01 | 2026-04-01 |
| Claims | 5 | 1967-01-07 | 1971-01-02 | 2026-05-23 |
| Construction Labor | 2 | 1985-01-01 | 1990-01-01 | 2026-04-01 |
| Cyclical Payrolls | 3 | 1939-01-01 | 1939-01-01 | 2026-04-01 |
| Defensive Payrolls | 2 | 1939-01-01 | 1939-01-01 | 2026-04-01 |
| Demographics | 9 | 1948-01-01 | 2007-01-01 | 2026-04-01 |
| Duration | 6 | 1948-01-01 | 1967-07-01 | 2026-04-01 |
| Education | 4 | 1992-01-01 | 1992-01-01 | 2026-04-01 |
| Government Labor | 3 | 1939-01-01 | 1955-01-01 | 2026-04-01 |
| Hours and Wages | 4 | 1956-01-01 | 2006-03-01 | 2026-04-01 |
| Inflation Context | 2 | 1947-01-01 | 1959-01-01 | 2026-04-01 |
| JOLTS | 10 | 2000-12-01 | 2000-12-01 | 2026-03-01 |
| JOLTS Industry | 5 | 2000-12-01 | 2000-12-01 | 2026-03-01 |
| Labor Quality | 5 | 1948-01-01 | 1994-01-01 | 2026-04-01 |
| Labor Supply | 5 | 1948-01-01 | 1948-01-01 | 2026-04-01 |
| Leading Labor Indicators | 1 | 1990-01-01 | 1990-01-01 | 2026-04-01 |
| Macro Context | 6 | 1854-12-01 | 1992-01-01 | 2026-05-29 |
| Market Context | 1 | 2016-05-31 | 2016-05-31 | 2026-05-29 |
| Payrolls | 5 | 1939-01-01 | 1939-01-01 | 2026-04-01 |
| Productivity | 2 | 1947-01-01 | 1947-04-01 | 2026-01-01 |
| Unemployment | 3 | 1948-01-01 | 1994-01-01 | 2026-04-01 |
| Unemployment Breakdown | 5 | 1967-01-01 | 1967-01-01 | 2026-04-01 |
| Series | Name | Group | Units | First Obs | Latest | Value |
|---|---|---|---|---|---|---|
| UNRATE | U-3 Unemployment Rate | Unemployment | % | 1948-01-01 | 2026-04-01 | 4.30 |
| U6RATE | U-6 Underemployment Rate | Unemployment | % | 1994-01-01 | 2026-04-01 | 8.20 |
| PAYEMS | Total Nonfarm Payrolls | Payrolls | Thousands | 1939-01-01 | 2026-04-01 | 158.74K |
| IC4WSA | Initial Claims 4-Week Average | Claims | Persons | 1967-01-28 | 2026-05-23 | 209.00K |
| CC4WSA | Continuing Claims 4-Week Average | Claims | Persons | 1967-01-28 | 2026-05-16 | 1.77M |
| JTSJOL | Job Openings | JOLTS | Thousands | 2000-12-01 | 2026-03-01 | 6.87K |
| UNEMPLOY | Unemployed Persons | Unemployment | Thousands | 1948-01-01 | 2026-04-01 | 7.37K |
| CLF16OV | Civilian Labor Force | Labor Supply | Thousands | 1948-01-01 | 2026-04-01 | 170.00K |
| CE16OV | Civilian Employment Level | Labor Supply | Thousands | 1948-01-01 | 2026-04-01 | 162.62K |
| UEMPLT5 | Unemployed Less Than 5 Weeks | Duration | Thousands | 1948-01-01 | 2026-04-01 | 2.50K |
| UEMP5TO14 | Unemployed 5 to 14 Weeks | Duration | Thousands | 1948-01-01 | 2026-04-01 | 1.86K |
| UEMP15T26 | Unemployed 15 to 26 Weeks | Duration | Thousands | 1948-01-01 | 2026-04-01 | 1.06K |
| UEMP27OV | Unemployed 27 Weeks and Over | Duration | Thousands | 1948-01-01 | 2026-04-01 | 1.83K |
| UEMPMEAN | Average Weeks Unemployed | Duration | Weeks | 1948-01-01 | 2026-04-01 | 24.40 |
| UEMPMED | Median Weeks Unemployed | Duration | Weeks | 1967-07-01 | 2026-04-01 | 11.00 |
| LNS13023621 | Permanent Job Losers | Unemployment Breakdown | Thousands | 1967-01-01 | 2026-04-01 | 3.51K |
| LNS13023653 | Temporary Layoffs | Unemployment Breakdown | Thousands | 1967-01-01 | 2026-04-01 | 917.00 |
| LNS13023705 | Job Leavers | Unemployment Breakdown | Thousands | 1967-01-01 | 2026-04-01 | 844.00 |
| LNS13023557 | Reentrants to Labor Force | Unemployment Breakdown | Thousands | 1967-01-01 | 2026-04-01 | 2.28K |
| LNS13023569 | New Entrants | Unemployment Breakdown | Thousands | 1967-01-01 | 2026-04-01 | 805.00 |
| LNS11300060 | Prime-Age Labor Force Participation Rate | Labor Supply | % | 1948-01-01 | 2026-04-01 | 83.80 |
| LNS12300060 | Prime-Age Employment-Population Ratio | Labor Supply | % | 1948-01-01 | 2026-04-01 | 80.70 |
| CIVPART | Labor Force Participation Rate | Labor Supply | % | 1948-01-01 | 2026-04-01 | 61.80 |
| LNS12032189 | Full-Time Employment | Labor Quality | Thousands | 1948-01-01 | 2026-04-01 | 129.95K |
| LNS12032194 | Part-Time Employment | Labor Quality | Thousands | 1955-05-01 | 2026-04-01 | 4.94K |
| LNS12026620 | Multiple Jobholders as a Percent of Employed | Labor Quality | % | 1994-01-01 | 2026-04-01 | 5.20 |
| USPRIV | Total Private Payrolls | Payrolls | Thousands | 1939-01-01 | 2026-04-01 | 135.43K |
| USGOVT | Government Payrolls | Defensive Payrolls | Thousands | 1939-01-01 | 2026-04-01 | 23.31K |
| USEHS | Education and Health Services Payrolls | Defensive Payrolls | Thousands | 1939-01-01 | 2026-04-01 | 27.83K |
| TEMPHELPS | Temporary Help Services Payrolls | Leading Labor Indicators | Thousands | 1990-01-01 | 2026-04-01 | 2.49K |
| AWOTMAN | Manufacturing Overtime Hours | Hours and Wages | Hours | 1956-01-01 | 2026-04-01 | 4.00 |
| CES2023610001 | Residential Building Construction Payrolls | Construction Labor | Thousands | 1985-01-01 | 2026-04-01 | 926.50 |
| CES2023620001 | Nonresidential Building Construction Payrolls | Construction Labor | Thousands | 1990-01-01 | 2026-04-01 | 943.80 |
| USCONS | Construction Payrolls | Cyclical Payrolls | Thousands | 1939-01-01 | 2026-04-01 | 8.32K |
| AWHAETP | Average Weekly Hours | Hours and Wages | Hours | 2006-03-01 | 2026-04-01 | 34.30 |
| CES0500000003 | Average Hourly Earnings | Hours and Wages | $/Hour | 2006-03-01 | 2026-04-01 | 37.41 |
| ECIWAG | Employment Cost Index: Wages and Salaries | Hours and Wages | Index | 2001-01-01 | 2026-01-01 | 177.50 |
| ULCNFB | Unit Labor Costs | Productivity | Index | 1947-01-01 | 2026-01-01 | 124.67 |
| PRS85006092 | Labor Productivity | Productivity | Index | 1947-04-01 | 2026-01-01 | 0.80 |
| IURSA | Insured Unemployment Rate | Claims | % | 1971-01-02 | 2026-05-16 | 1.20 |
| JTSHIL | Hires | JOLTS | Thousands | 2000-12-01 | 2026-03-01 | 5.55K |
| JTSQUL | Quits | JOLTS | Thousands | 2000-12-01 | 2026-03-01 | 3.17K |
| JTSJOR | Job Openings Rate | JOLTS | % | 2000-12-01 | 2026-03-01 | 4.10 |
| JTSHIR | Hires Rate | JOLTS | % | 2000-12-01 | 2026-03-01 | 3.50 |
| JTSQUR | Quits Rate | JOLTS | % | 2000-12-01 | 2026-03-01 | 2.00 |
| JTSLDR | Layoffs and Discharges Rate | JOLTS | % | 2000-12-01 | 2026-03-01 | 1.20 |
| JTUJOL | Private Job Openings | JOLTS | Thousands | 2000-12-01 | 2026-03-01 | 6.68K |
| JTUQUL | Private Quits | JOLTS | Thousands | 2000-12-01 | 2026-03-01 | 2.92K |
| JTULDL | Private Layoffs and Discharges | JOLTS | Thousands | 2000-12-01 | 2026-03-01 | 1.54K |
| JTS2300JOL | Construction Job Openings | JOLTS Industry | Thousands | 2000-12-01 | 2026-03-01 | 224.00 |
| JTS3000JOL | Manufacturing Job Openings | JOLTS Industry | Thousands | 2000-12-01 | 2026-03-01 | 462.00 |
| JTS9000JOL | Government Job Openings | JOLTS Industry | Thousands | 2000-12-01 | 2026-03-01 | 723.00 |
| JTS6200JOL | Health Care and Social Assistance Job Openings | JOLTS Industry | Thousands | 2000-12-01 | 2026-03-01 | 1.36K |
| LNS14000003 | White Unemployment Rate | Demographics | % | 1954-01-01 | 2026-04-01 | 3.70 |
| LNS14000006 | Black or African American Unemployment Rate | Demographics | % | 1972-01-01 | 2026-04-01 | 7.30 |
| LNS14000009 | Hispanic or Latino Unemployment Rate | Demographics | % | 1973-03-01 | 2026-04-01 | 5.00 |
| LNS14000012 | 16-19 Years Unemployment Rate | Demographics | % | 1948-01-01 | 2026-04-01 | 14.40 |
| LNS14000060 | 25-54 Years Unemployment Rate | Demographics | % | 1948-01-01 | 2026-04-01 | 3.70 |
| LNS14027659 | Less Than High School Unemployment Rate | Education | % | 1992-01-01 | 2026-04-01 | 6.40 |
| LNS14027660 | High School Graduates Unemployment Rate | Education | % | 1992-01-01 | 2026-04-01 | 4.70 |
| LNS14027662 | Bachelor's Degree and Higher Unemployment Rate | Education | % | 1992-01-01 | 2026-04-01 | 2.80 |
| LNS14000024 | 20 Years and Over Men Unemployment Rate | Demographics | % | 1948-01-01 | 2026-04-01 | 3.90 |
| LNS14000025 | 20 Years and Over Women Unemployment Rate | Demographics | % | 1948-01-01 | 2026-04-01 | 4.00 |
| LNU02073395 | Employment Level: Foreign Born | Demographics | Thousands | 2007-01-01 | 2026-04-01 | 31.65K |
| LNU02073413 | Employment Level: Native Born | Demographics | Thousands | 2007-01-01 | 2026-04-01 | 131.13K |
| FEDFUNDS | Effective Fed Funds Rate | Macro Context | % | 1954-07-01 | 2026-04-01 | 3.64 |
| T10Y2Y | 10Y-2Y Treasury Spread | Macro Context | % | 1976-06-01 | 2026-05-29 | 0.47 |
| SP500 | S&P 500 Index | Market Context | Index | 2016-05-31 | 2026-05-29 | 7.58K |
| INDPRO | Industrial Production | Macro Context | Index | 1919-01-01 | 2026-04-01 | 102.50 |
| MANEMP | Manufacturing Payrolls | Cyclical Payrolls | Thousands | 1939-01-01 | 2026-04-01 | 12.60K |
| RSAFS | Retail Sales | Macro Context | Millions $ | 1992-01-01 | 2026-04-01 | 757.09K |
| UMCSENT | University of Michigan Consumer Sentiment | Macro Context | Index | 1952-11-01 | 2026-04-01 | 49.80 |
| ADPMES1T19ENERSA | ADP Employment: 1-19 Employees | ADP Payrolls | Thousands | 2010-01-01 | 2026-04-01 | 36.48M |
| ADPMES50T249ENERSA | ADP Employment: 50-249 Employees | ADP Payrolls | Thousands | 2010-01-01 | 2026-04-01 | 37.44M |
| ADPMES500PENERSA | ADP Employment: 500+ Employees | ADP Payrolls | Thousands | 2010-01-01 | 2026-04-01 | 24.19M |
| JTS540099JOL | Professional and Business Services Job Openings | JOLTS Industry | Thousands | 2000-12-01 | 2026-03-01 | 985.00 |
| LNS12500000 | Employed, Usually Work Full Time | Labor Quality | Thousands | 1968-01-01 | 2026-04-01 | 134.25K |
| PCEPI | PCE Price Index | Inflation Context | Index | 1959-01-01 | 2026-04-01 | 130.90 |
| LNS12600000 | Employed, Usually Work Part Time | Labor Quality | Thousands | 1968-01-01 | 2026-04-01 | 28.41K |
| LNS13027662 | Unemployed Bachelor's Degree and Higher, 25+ | Education | Thousands | 1992-01-01 | 2026-04-01 | 1.88K |
| USREC | NBER Recession Indicator | Macro Context | 0/1 | 1854-12-01 | 2026-04-01 | 0.00 |
| ICSA | Initial Jobless Claims | Claims | Persons | 1967-01-07 | 2026-05-23 | 215.00K |
| CCSA | Continuing Claims | Claims | Persons | 1967-01-07 | 2026-05-16 | 1.79M |
| CPIAUCSL | Consumer Price Index | Inflation Context | Index | 1947-01-01 | 2026-04-01 | 332.41 |
| ADPMES20T49ENERSA | ADP Employment: 20-49 Employees | ADP Payrolls | Thousands | 2010-01-01 | 2026-04-01 | 22.48M |
| ADPMES250T499ENERSA | ADP Employment: 250-499 Employees | ADP Payrolls | Thousands | 2010-01-01 | 2026-04-01 | 11.95M |
| USTPU | Trade, Transportation, and Utilities Payrolls | Payrolls | Thousands | 1939-01-01 | 2026-04-01 | 28.72K |
| USINFO | Information Payrolls | Payrolls | Thousands | 1939-01-01 | 2026-04-01 | 2.77K |
| USPBS | Professional and Business Services Payrolls | Payrolls | Thousands | 1939-01-01 | 2026-04-01 | 22.45K |
| USLAH | Leisure and Hospitality Payrolls | Cyclical Payrolls | Thousands | 1939-01-01 | 2026-04-01 | 16.98K |
| CES9091000001 | Federal Government Payrolls | Government Labor | Thousands | 1939-01-01 | 2026-04-01 | 2.67K |
| CES9092000001 | State Government Payrolls | Government Labor | Thousands | 1955-01-01 | 2026-04-01 | 5.47K |
| CES9093000001 | Local Government Payrolls | Government Labor | Thousands | 1955-01-01 | 2026-04-01 | 15.17K |
Jobs Source Catalog
Recursive scan of the Jobs folder used as the research map for the masterclass deck.
Showing 260 of 385 Jobs notebooks. Full catalog saved to C:\Users\Dell\OneDrive\Documents\Python\Python Excel Sheets\Monthly-Weekly Updates\Breadth\data\labor_market_overview_jobs_catalog.csv.
125 additional notebook sources are captured in the CSV catalog.
| Folder | Notebook | Modified | KB |
|---|---|---|---|
| Hires by Industry | 0. Hires Month Over Month Heatmap | 2024-12-15 | 0.1 |
| Hires by Industry | Hires - Construction | 2024-10-02 | 189.3 |
| Hires by Industry | Hires - Government | 2024-10-02 | 3.2 |
| Hires by Industry | Hires - Leisure & Hospitality | 2024-10-02 | 3.1 |
| Hires by Industry | Hires - Private Education and Health Services | 2024-10-02 | 3.5 |
| Hires by Industry | Hires - Professional & Business Servces | 2024-10-02 | 3.2 |
| Hires by Industry | Hires - Trade-Transportation-Utilities | 2024-10-02 | 3.4 |
| Hires by Industry | Hires manufacturing | 2024-10-02 | 3.0 |
| Labor Market Overview | Average Hourly Earnings MoM & YoY | 2024-08-24 | 161.1 |
| Labor Market Overview | Average Weekly Hours Worked | 2024-08-24 | 110.1 |
| Labor Market Overview | Average of Household & Nonfarm Payrolls & YoY Change | 2024-08-24 | 172.0 |
| Labor Market Overview | Civilian Labor Force | 2024-08-24 | 3785.6 |
| Labor Market Overview | Compensation of Employees | 2024-08-24 | 279.5 |
| Labor Market Overview | Compensation of Employees with Trendline | 2024-08-24 | 3760.1 |
| Labor Market Overview | Employment to Population Ratio | 2024-08-24 | 3742.8 |
| Labor Market Overview | Hire rate-Quit Rate | 2024-08-24 | 234.7 |
| Labor Market Overview | Household Survey-JOLT Ratio | 2024-08-24 | 3769.9 |
| Labor Market Overview | JOLTS Per Unemployed Persons | 2024-08-24 | 3762.8 |
| Labor Market Overview | JOLTS-Layoffs-Quits-Unemployed | 2024-08-24 | 3888.5 |
| Labor Market Overview | Labor Force Participation Rate | 2024-08-24 | 3749.4 |
| Labor Market Overview | Labor Force Participation Rate 25-64 Years Old | 2024-08-24 | 3771.3 |
| Labor Market Overview | Private Sector Compensation | 2024-08-24 | 3758.4 |
| Labor Market Tight-Loose | Average Weekly Hours Worked and Subplot of Change | 2024-05-05 | 195.2 |
| Labor Market Tight-Loose | Construction Weekly Hours Worked Difference From Long Term Average | 2024-06-22 | 3747.3 |
| Labor Market Tight-Loose | Weekly Hours Worked Financial Activities Difference From Long Term Average | 2024-05-04 | 3740.2 |
| Labor Market Tight-Loose | Weekly Hours Worked Information Difference From Long Term Average | 2024-05-04 | 3753.1 |
| Labor Market Tight-Loose | Weekly Hours Worked Leisure and Hospitality Difference From Long Term Average | 2024-05-04 | 3733.2 |
| Labor Market Tight-Loose | Weekly Hours Worked Manufacturing Difference From Long Term Average | 2024-05-04 | 119.8 |
| Labor Market Tight-Loose | Weekly Hours Worked Mining and Logging Difference From Long Term Average | 2024-05-04 | 3749.1 |
| Labor Market Tight-Loose | Weekly Hours Worked Private Education and Health Services Difference From Long Term Average | 2024-05-04 | 3737.4 |
| Labor Market Tight-Loose | Weekly Hours Worked Professional and Business Services Difference From Long Term Average | 2024-05-04 | 118.1 |
| Labor Market Tight-Loose | Weekly Hours Worked Trade, Transportation, and Utilities Difference From Long Term Average | 2024-05-04 | 3761.1 |
| Labor Market Tight-Loose | Weekly Hours of All Employees Worked Difference From Long Term Average | 2024-05-04 | 126.5 |
| Layoffs by Industry | 0. Layoffs Month Over Month Heatmap | 2024-12-15 | 3862.8 |
| Layoffs by Industry | Layoffs and Discharges - Construction | 2024-10-02 | 3.1 |
| Layoffs by Industry | Layoffs and Discharges - Financial Activities | 2024-10-02 | 3.5 |
| Layoffs by Industry | Layoffs and Discharges - Government | 2024-10-02 | 3.4 |
| Layoffs by Industry | Layoffs and Discharges - Information Sector | 2024-10-02 | 3.1 |
| Layoffs by Industry | Layoffs and Discharges - Leisure and Hospitality | 2024-10-02 | 3.5 |
| Layoffs by Industry | Layoffs and Discharges - Manufacturing | 2024-10-02 | 3.4 |
| Layoffs by Industry | Layoffs and Discharges - Mining and Logging | 2024-10-02 | 3.5 |
| Layoffs by Industry | Layoffs and Discharges - Other Services | 2024-10-02 | 3.1 |
| Layoffs by Industry | Layoffs and Discharges - Private Education and Health Services | 2024-10-02 | 3.6 |
| Layoffs by Industry | Layoffs and Discharges - Professional and Business Services | 2024-10-02 | 3.3 |
| Layoffs by Industry | Layoffs and Discharges - Trade-Transportation-Utilities | 2024-10-02 | 3.3 |
| Nominal Payrolls Charts | All Employees, Construction | 2024-09-21 | 3.4 |
| Nominal Payrolls Charts | All Employees, Federal Government | 2024-09-21 | 3.4 |
| Nominal Payrolls Charts | All Employees, Financial Activities | 2024-09-21 | 3.4 |
| Nominal Payrolls Charts | All Employees, Information | 2024-09-21 | 3.4 |
| Nominal Payrolls Charts | All Employees, Leisure and Hospitality | 2024-09-21 | 3.4 |
| Nominal Payrolls Charts | All Employees, Local Government | 2024-09-21 | 3.4 |
| Nominal Payrolls Charts | All Employees, Manufacturing | 2024-09-21 | 3.0 |
| Nominal Payrolls Charts | All Employees, Mining and Logging | 2024-09-21 | 3.3 |
| Nominal Payrolls Charts | All Employees, Other Services | 2024-09-21 | 3.3 |
| Nominal Payrolls Charts | All Employees, Private Education and Health Services | 2024-09-21 | 3809.2 |
| Nominal Payrolls Charts | All Employees, Professional and Business Services | 2024-09-21 | 3.5 |
| Nominal Payrolls Charts | All Employees, State Government | 2024-09-21 | 3.4 |
| Nominal Payrolls Charts | All Employees, Total Nonfarm | 2024-09-21 | 3.4 |
| Nominal Payrolls Charts | All Employees, Trade, Transportation, and Utilities | 2024-09-21 | 3.2 |
| Nonfarm Payroll Components Stacked Bar | Nonfarm Payroll - Construction YoY Change Thousands | 2024-05-05 | 3932.1 |
| Nonfarm Payroll Components Stacked Bar | Nonfarm Payrolls - Construction | 2024-05-05 | 3891.3 |
| Nonfarm Payroll Components Stacked Bar | Nonfarm Payrolls - Constuction Yearly totals | 2024-05-05 | 257.7 |
| Nonfarm Payroll Components Stacked Bar | Nonfarm Payrolls - Education & Health Services | 2024-04-06 | 118.6 |
| Nonfarm Payroll Components Stacked Bar | Nonfarm Payrolls - Finance & Professional Services | 2024-03-09 | 3817.0 |
| Nonfarm Payroll Components Stacked Bar | Nonfarm Payrolls - Government | 2024-03-09 | 3823.8 |
| Nonfarm Payroll Components Stacked Bar | Nonfarm Payrolls - Information | 2024-03-09 | 3829.7 |
| Nonfarm Payroll Components Stacked Bar | Nonfarm Payrolls - Leisure & Hospitality | 2024-03-09 | 3803.0 |
| Nonfarm Payroll Components Stacked Bar | Nonfarm Payrolls - Manufacturing | 2024-03-09 | 3788.8 |
| Nonfarm Payroll Components Stacked Bar | Nonfarm Payrolls - Mining & Logging | 2024-03-09 | 39.5 |
| Nonfarm Payroll Components Stacked Bar | Nonfarm Payrolls - Trade, Transportation, Utilities | 2024-03-09 | 3803.9 |
| Nonfarm Payroll Components Stacked Bar | Nonfarm Payrolls- Sectors Stacked Bar | 2024-05-05 | 3737.1 |
| Top-Level Jobs Notebooks | 0. Nonfarm Payroll Month Over Month Heatmap | 2025-01-12 | 3894.2 |
| Top-Level Jobs Notebooks | 1. Nonfarm Payrolls MoM Change Thousands | 2025-02-08 | 3880.0 |
| Top-Level Jobs Notebooks | 12-Month Total Change in Civilian Labor Force- Native Born vs. Foreign Born | 2025-03-15 | 4710.6 |
| Top-Level Jobs Notebooks | 12-Month Total Change of U-3 Unemployment Rate | 2024-08-27 | 253.9 |
| Top-Level Jobs Notebooks | 2. Nonfarm Payrolls YoY Change Thousands | 2025-01-12 | 252.9 |
| Top-Level Jobs Notebooks | 3. Nonfarm Payrolls Cumulative Change Thousands | 2025-01-12 | 265.0 |
| Top-Level Jobs Notebooks | ADP & Nonfarm Payrolls 3 Month MA | 2025-10-04 | 4699.5 |
| Top-Level Jobs Notebooks | ADP & Revelio 3 Month MA | 2026-01-10 | 166.7 |
| Top-Level Jobs Notebooks | ADP Employment - Seasonally Adjusted and Non-Seasonally Adjsuted | 2024-11-01 | 147.6 |
| Top-Level Jobs Notebooks | ADP Employment YoY Company Size | 2026-05-08 | 4734.4 |
| Top-Level Jobs Notebooks | ADP Payrolls | 2025-07-03 | 89.7 |
| Top-Level Jobs Notebooks | All Employees Construction & Construction Spending | 2024-04-05 | 3883.9 |
| Top-Level Jobs Notebooks | All Employees, Construction | 2025-01-11 | 3831.6 |
| Top-Level Jobs Notebooks | Atlanta Fed - Share with Zero Wage Change | 2025-11-01 | 260.8 |
| Top-Level Jobs Notebooks | Atlanta Fed Wage Tracker & CPI | 2026-05-16 | 217.2 |
| Top-Level Jobs Notebooks | Atlanta Fed Wage Tracker & Quits | 2025-07-31 | 4802.2 |
| Top-Level Jobs Notebooks | Atlanta Fed Wage Tracker-CPI-GDP | 2024-06-16 | 240.0 |
| Top-Level Jobs Notebooks | Average U-3 at Recession Start | 2024-08-28 | 94.1 |
| Top-Level Jobs Notebooks | Average Hourly Eanrings - 3M-6M Annualized | 2025-02-08 | 127.2 |
| Top-Level Jobs Notebooks | Average Hourly Earnings Heatmap | 2024-12-16 | 225.3 |
| Top-Level Jobs Notebooks | Average Hourly Earnings MoM & YoY | 2024-12-16 | 114.6 |
| Top-Level Jobs Notebooks | Average Overtime Hour Vs. Unemployment | 2024-07-14 | 141.1 |
| Top-Level Jobs Notebooks | Average Weekly Hours & Total Nonfarm Payrolls Scatter | 2024-05-04 | 129.5 |
| Top-Level Jobs Notebooks | Average Weekly Hours Worked | 2024-11-03 | 3776.5 |
| Top-Level Jobs Notebooks | Average Weekly Hours x Average Hourly Earnings YoY % Change | 2025-04-26 | 110.9 |
| Top-Level Jobs Notebooks | Average Weekly Overtime Hours | 2024-07-14 | 3778.7 |
| Top-Level Jobs Notebooks | Average of U-3 Rate in recessions starting in 1970 vs U-3 Today | 2024-09-21 | 134.3 |
| Top-Level Jobs Notebooks | Avg. & Median Weeks Unemployed | 2024-02-17 | 375.8 |
| Top-Level Jobs Notebooks | Avg. Hourly Earnings | 2024-09-07 | 3757.3 |
| Top-Level Jobs Notebooks | Avg. Overtime Hours & Unemployment | 2024-05-04 | 150.5 |
| Top-Level Jobs Notebooks | Avg. Weekly Hours Worked & Drawdown | 2024-08-24 | 3805.2 |
| Top-Level Jobs Notebooks | Beveridge Curve - JOLTS Rate-U3 Rate | 2025-04-05 | 163.1 |
| Top-Level Jobs Notebooks | Change in Population Level - Foreign Born | 2024-08-09 | 3752.1 |
| Top-Level Jobs Notebooks | Change in Population Level - Native Born | 2024-08-09 | 132.9 |
| Top-Level Jobs Notebooks | Chicago Fed Hiring Expectations and Hiring Rate | 2025-12-06 | 196.3 |
| Top-Level Jobs Notebooks | Civilian Labor Force | 2024-12-28 | 3785.6 |
| Top-Level Jobs Notebooks | Civilian Labor Force & Unemployment Level MoM | 2024-11-03 | 3729.8 |
| Top-Level Jobs Notebooks | Coincident Activity - Percentage of States Falling MoM | 2026-02-28 | 4834.2 |
| Top-Level Jobs Notebooks | Compensation of Employees | 2024-11-26 | 290.5 |
| Top-Level Jobs Notebooks | Compensation of Employees & Nonfarm Payrolls | 2024-12-04 | 389.6 |
| Top-Level Jobs Notebooks | Compensation of Employees with Trendline | 2024-08-24 | 3760.1 |
| Top-Level Jobs Notebooks | Compensation of Employees- Private Industries & Government | 2024-08-24 | 195.3 |
| Top-Level Jobs Notebooks | Construction - Hire-Quit-Opening Rate | 2025-04-30 | 274.1 |
| Top-Level Jobs Notebooks | Construction - Hires-Layoffs 6M MA | 2025-04-30 | 293.7 |
| Top-Level Jobs Notebooks | Construction - JOLTS-Hires-Layoffs | 2024-12-05 | 254.6 |
| Top-Level Jobs Notebooks | Construction - Quits & Layoffs | 2025-09-06 | 292.5 |
| Top-Level Jobs Notebooks | Construction Employment & Drawdown | 2024-06-30 | 344.6 |
| Top-Level Jobs Notebooks | Construction Employment & Real Estate Employment YoY | 2025-01-11 | 324.2 |
| Top-Level Jobs Notebooks | Construction Employment - Trade & Specialty Contractors | 2024-07-06 | 219.0 |
| Top-Level Jobs Notebooks | Construction Employment and MoM Change Bar Chart | 2024-08-03 | 109.0 |
| Top-Level Jobs Notebooks | Construction Employment and Wages YoY % Change | 2024-08-03 | 204.0 |
| Top-Level Jobs Notebooks | Construction Employment as a Percentage of Total Employment | 2024-04-02 | 180.5 |
| Top-Level Jobs Notebooks | Construction Unemployment Rate | 2024-06-30 | 47.5 |
| Top-Level Jobs Notebooks | Continued Claims to Unemployment Level Ratio | 2024-08-09 | 192.7 |
| Top-Level Jobs Notebooks | Continuing Claims | 2025-09-27 | 137.9 |
| Top-Level Jobs Notebooks | Continuing Claims - Percent Above 52 Week Low | 2026-04-25 | 4927.4 |
| Top-Level Jobs Notebooks | Continuing Claims 4 Week MA 3 Month Annualized | 2025-06-01 | 5140.3 |
| Top-Level Jobs Notebooks | Core Private Payrolls 3 Month MA | 2025-08-02 | 282.9 |
| Top-Level Jobs Notebooks | Core Private Payrolls Ex Edu-Health-GOVT | 2025-08-02 | 4736.5 |
| Top-Level Jobs Notebooks | Cumulative Change in Payrolls by Category | 2025-08-03 | 160.0 |
| Top-Level Jobs Notebooks | Cyclical Employment | 2024-04-02 | 3937.1 |
| Top-Level Jobs Notebooks | Cyclical Employment & Nonfarm Payrolls | 2025-09-06 | 265.5 |
| Top-Level Jobs Notebooks | Cyclical Employment YoY Change | 2025-09-03 | 208.8 |
| Top-Level Jobs Notebooks | Dallas Fed Hours Worked & Total Hours Worked | 2025-08-27 | 226.7 |
| Top-Level Jobs Notebooks | Employed - Not at Work Due to Bad Weather | 2025-02-08 | 3774.3 |
| Top-Level Jobs Notebooks | Employed Persons and Trendline | 2024-09-07 | 460.0 |
| Top-Level Jobs Notebooks | Employed-Unemployed Ratio | 2025-04-25 | 187.4 |
| Top-Level Jobs Notebooks | Employment Cost Index | 2024-05-04 | 87.6 |
| Top-Level Jobs Notebooks | Employment Cost Index & Quits | 2025-02-01 | 228.6 |
| Top-Level Jobs Notebooks | Employment in Small & Large Businesses | 2024-08-01 | 253.3 |
| Top-Level Jobs Notebooks | Employment to Pop Ratio - 12 Month Change | 2025-08-02 | 207.2 |
| Top-Level Jobs Notebooks | Employment to Population Ratio | 2024-09-01 | 3761.6 |
| Top-Level Jobs Notebooks | Employment to Population Ratio-YoY Change | 2024-12-07 | 221.6 |
| Top-Level Jobs Notebooks | FT Employment as % of Total | 2024-06-08 | 195.2 |
| Top-Level Jobs Notebooks | FT as % of Working Age Pop | 2024-04-07 | 149.0 |
| Top-Level Jobs Notebooks | Federal-State-Local Employment Percent of Total | 2025-02-05 | 303.0 |
| Top-Level Jobs Notebooks | Foreign Born & Native Born | 2025-03-15 | 102.9 |
| Top-Level Jobs Notebooks | Full Time & Part Time Jobs MoM Change | 2026-06-01 | 85.4 |
| Top-Level Jobs Notebooks | Full Time & Part Time Jobs Total Change Since 2023 | 2024-12-08 | 134.4 |
| Top-Level Jobs Notebooks | Full Time Employment & Drawndown | 2024-05-04 | 3819.5 |
| Top-Level Jobs Notebooks | Full Time Employment Year-over-Year | 2024-09-07 | 3828.8 |
| Top-Level Jobs Notebooks | Full Time Employment as Percent of Total & PCE | 2026-06-01 | 286.4 |
| Top-Level Jobs Notebooks | Full Time and Part Time Employment Year-over-Year % Change | 2024-08-03 | 150.2 |
| Top-Level Jobs Notebooks | Full Time as Percent Working Age-PCE-CPI | 2026-01-10 | 415.6 |
| Top-Level Jobs Notebooks | GDP QoQ & U-3 Basis Point Change - Recetn U-3 Dot | 2026-02-14 | 184.6 |
| Top-Level Jobs Notebooks | Government Deficit & Unemployment Scatter | 2024-06-16 | 91.8 |
| Top-Level Jobs Notebooks | Government Job Openings as a Percent of Total Job Openings | 2024-06-12 | 152.8 |
| Top-Level Jobs Notebooks | Government Jobs - 2 Year Moving Average | 2025-03-15 | 203.3 |
| Top-Level Jobs Notebooks | Government and Private Employment YoY Changes | 2025-03-15 | 337.4 |
| Top-Level Jobs Notebooks | Hire & Layoff Rate | 2025-08-23 | 206.4 |
| Top-Level Jobs Notebooks | Hire Rate Minus Layoff Rate | 2026-01-08 | 105.0 |
| Top-Level Jobs Notebooks | Hire rate-Quit Rate | 2025-12-06 | 4760.9 |
| Top-Level Jobs Notebooks | Hires - Construction | 2024-08-01 | 3787.4 |
| Top-Level Jobs Notebooks | Hires - Government | 2024-08-01 | 155.0 |
| Top-Level Jobs Notebooks | Hires - Healthcare & Gov 12 Month MA | 2026-01-10 | 265.9 |
| Top-Level Jobs Notebooks | Hires - Total Private | 2024-08-01 | 145.8 |
| Top-Level Jobs Notebooks | Hires Rate and Inverted U-3 Unemployment Rate | 2026-04-01 | 216.5 |
| Top-Level Jobs Notebooks | Hires- Leisure and Hospitality | 2024-08-01 | 3757.2 |
| Top-Level Jobs Notebooks | Hires- Manufacturing | 2024-08-01 | 3771.5 |
| Top-Level Jobs Notebooks | Hires- Professional and Business Services | 2024-08-01 | 181.0 |
| Top-Level Jobs Notebooks | Hires-Layoff Rate | 2025-01-25 | 3762.0 |
| Top-Level Jobs Notebooks | Homebuilding Employment & Drawdown | 2024-04-04 | 3820.2 |
| Top-Level Jobs Notebooks | Hours Worked - Total-Construction-Manufacturing | 2025-02-11 | 95.2 |
| Top-Level Jobs Notebooks | Household Survey & Nonfarm Payrolls MoM Change | 2024-11-03 | 3717.9 |
| Top-Level Jobs Notebooks | Household Survey & Nonfarm Payrolls Scatter | 2024-06-14 | 3829.1 |
| Top-Level Jobs Notebooks | Household Survey - Rolling Z-Score GOVT Jobs | 2024-10-21 | 4084.7 |
| Top-Level Jobs Notebooks | Household Survey Emplyment & Drawdown | 2024-04-07 | 132.5 |
| Top-Level Jobs Notebooks | Household Survey Vs. Nonfarm Payrolls Since 2022 | 2024-06-22 | 107.7 |
| Top-Level Jobs Notebooks | Household Survey Year Over Year | 2025-02-05 | 151.8 |
| Top-Level Jobs Notebooks | Household Survey vs. Nonfarm Payrolls | 2024-11-03 | 210.4 |
| Top-Level Jobs Notebooks | Household Survey-JOLT Ratio | 2024-08-24 | 3769.9 |
| Top-Level Jobs Notebooks | Inital Claims & Google Trend - Unemployment | 2026-02-21 | 242.7 |
| Top-Level Jobs Notebooks | Initial & Continued Claims | 2026-03-28 | 4906.4 |
| Top-Level Jobs Notebooks | Initial Claims 4 Week MA 3 Month Annualized | 2025-06-01 | 653.2 |
| Top-Level Jobs Notebooks | Initial Claims Panel Chart with Recessions | 2024-09-07 | 233.1 |
| Top-Level Jobs Notebooks | Initial Claims and Unemployment | 2026-05-15 | 5172.6 |
| Top-Level Jobs Notebooks | Initial Claims by Week Seasonality | 2024-12-21 | 269.6 |
| Top-Level Jobs Notebooks | Initial Claims by Week Seasonality - 4 Week MA | 2024-09-22 | 3780.8 |
| Top-Level Jobs Notebooks | Initial Claims- NY | 2024-05-11 | 3815.7 |
| Top-Level Jobs Notebooks | Initial Claims-Labor Force and Insured Unemployment Rate | 2024-10-23 | 282.9 |
| Top-Level Jobs Notebooks | Initial Jobless Claims | 2024-05-09 | 3735.2 |
| Top-Level Jobs Notebooks | Initial Jobless Claims Year-over-Year | 2024-05-28 | 571.9 |
| Top-Level Jobs Notebooks | Initial Jobless claims Line Chart | 2024-05-09 | 179.0 |
| Top-Level Jobs Notebooks | Insured Unemployment Rate (Inverted) and Weekly Economic Index | 2024-10-15 | 273.0 |
| Top-Level Jobs Notebooks | JOLTS | 2024-10-30 | 3774.7 |
| Top-Level Jobs Notebooks | JOLTS & Atlanta Fed Wage Growth 2nd Derivative | 2026-02-06 | 271.3 |
| Top-Level Jobs Notebooks | JOLTS & Drawdown | 2024-08-24 | 3799.3 |
| Top-Level Jobs Notebooks | JOLTS & Nonfarm Payrolls | 2024-06-27 | 3794.1 |
| Top-Level Jobs Notebooks | JOLTS & Quits Rate | 2025-12-13 | 235.7 |
| Top-Level Jobs Notebooks | JOLTS & S&P 500 | 2024-07-31 | 827.4 |
| Top-Level Jobs Notebooks | JOLTS & U-3 Rate-Inverted | 2025-03-12 | 170.5 |
| Top-Level Jobs Notebooks | JOLTS & Unemployment | 2024-04-02 | 3852.4 |
| Top-Level Jobs Notebooks | JOLTS - Construction & Manufacturing | 2025-01-08 | 3883.4 |
| Top-Level Jobs Notebooks | JOLTS - Construction & Manufacturing & YoY | 2025-06-04 | 4844.0 |
| Top-Level Jobs Notebooks | JOLTS - Government | 2024-07-02 | 3787.7 |
| Top-Level Jobs Notebooks | JOLTS - Layoffs | 2024-09-20 | 3755.8 |
| Top-Level Jobs Notebooks | JOLTS - Layoffs - Quits - Hires | 2025-10-04 | 245.7 |
| Top-Level Jobs Notebooks | JOLTS - Layoffs - Quits - Total Separations | 2024-10-30 | 3867.9 |
| Top-Level Jobs Notebooks | JOLTS - Percentage of Negative YoY Change | 2025-12-13 | 4846.7 |
| Top-Level Jobs Notebooks | JOLTS - Quits as percentage of Seperations | 2024-10-30 | 164.4 |
| Top-Level Jobs Notebooks | JOLTS - State-Local & Health | 2025-09-05 | 200.4 |
| Top-Level Jobs Notebooks | JOLTS Per Unemployed Persons | 2025-06-04 | 164.5 |
| Top-Level Jobs Notebooks | JOLTS Stacked Bar | 2024-04-02 | 3737.6 |
| Top-Level Jobs Notebooks | JOLTS YoY % Change and Wage Growth Tracker YoY % Change | 2025-01-11 | 330.8 |
| Top-Level Jobs Notebooks | JOLTS by Industry | 2024-12-04 | 181.7 |
| Top-Level Jobs Notebooks | JOLTS by Industry Line Chart | 2024-03-07 | 56.4 |
| Top-Level Jobs Notebooks | JOLTS- Construction | 2024-10-05 | 221.7 |
| Top-Level Jobs Notebooks | JOLTS-Layoffs-Quits-Unemployed | 2024-08-24 | 3870.0 |
| Top-Level Jobs Notebooks | Job Finding Rate | 2025-12-17 | 209.3 |
| Top-Level Jobs Notebooks | Job Openings - Manufacturing & Business | 2026-03-14 | 246.5 |
| Top-Level Jobs Notebooks | Job Openings Per Unemployed & Wage Growth | 2025-10-25 | 230.3 |
| Top-Level Jobs Notebooks | Job Openings Rate & U-3 Rate | 2025-03-12 | 165.7 |
| Top-Level Jobs Notebooks | Job Stayers & Job Switchers | 2025-11-07 | 222.1 |
| Top-Level Jobs Notebooks | Job Switcher & Job Stayer - Difference | 2025-02-01 | 3849.4 |
| Top-Level Jobs Notebooks | Jobless Claims vs. Nonfarm Payrolls Monthly Change - Scatter | 2024-09-21 | 205.5 |
| Top-Level Jobs Notebooks | Jolts & Area Chart | 2024-07-02 | 3811.5 |
| Top-Level Jobs Notebooks | Jolts Rate-Unemployment Rate Ratio | 2024-09-24 | 3768.5 |
| Top-Level Jobs Notebooks | KC Labor Market Index | 2024-05-12 | 168.6 |
| Top-Level Jobs Notebooks | Labor Demand & Labor Supply | 2026-04-04 | 195.4 |
| Top-Level Jobs Notebooks | Labor Demand & Supply & Labor Deficit-Surplus | 2024-05-04 | 224.9 |
| Top-Level Jobs Notebooks | Labor Flows- Employed to Unemployed | 2024-09-27 | 155.4 |
| Top-Level Jobs Notebooks | Labor Force - Flows to unemployed | 2025-07-03 | 239.0 |
| Top-Level Jobs Notebooks | Labor Force Flows - Employed to Unemployed as percent of Labor Force | 2024-12-07 | 204.4 |
| Top-Level Jobs Notebooks | Labor Force Flows - Unemployed to Employed as Percent of Unemployed | 2024-12-07 | 235.3 |
| Top-Level Jobs Notebooks | Labor Force Participation Rate | 2024-09-07 | 3745.8 |
| Top-Level Jobs Notebooks | Labor Force Participation Rate & U-3 | 2025-06-07 | 204.8 |
| Top-Level Jobs Notebooks | Labor Force Participation Rate 25-64 Years Old | 2024-09-07 | 3768.1 |
| Top-Level Jobs Notebooks | Labor Force Participation Rate-Weekly Hours-U-3 Unemployment Rate | 2024-12-07 | 298.2 |
| Top-Level Jobs Notebooks | Man. Payrolls & Construction 3 Month MA | 2026-01-10 | 279.6 |
| Top-Level Jobs Notebooks | Manufacturing & Government Employment | 2024-06-15 | 3862.9 |
| Top-Level Jobs Notebooks | Manufacturing Employment | 2024-12-24 | 150.3 |
| Top-Level Jobs Notebooks | Manufacturing Employment and Its Share of Nonfarm Payrolls | 2024-12-24 | 290.4 |
| Top-Level Jobs Notebooks | Manufacturing Payrolls and ISM Employment | 2026-05-06 | 4744.1 |
| Top-Level Jobs Notebooks | Median-Avg Weeks Unemployed | 2026-03-07 | 314.8 |
| Top-Level Jobs Notebooks | Multiple Job Holders | 2025-03-11 | 235.4 |
| Top-Level Jobs Notebooks | Multiple Jobholders as a Percent of Employed | 2024-05-04 | 3813.1 |
| Top-Level Jobs Notebooks | Native Born vs. Foreign Born Cumulative Labor Force Change | 2024-08-04 | 159.2 |
| Top-Level Jobs Notebooks | Native Born vs. Foreign Born Cumulative Percent Change | 2024-08-04 | 118.7 |
| Top-Level Jobs Notebooks | Net Hiring Rate | 2024-10-02 | 155.4 |
| Top-Level Jobs Notebooks | Nonfarm & Government & Health Services Payrolls Cumulative Change | 2024-07-06 | 133.4 |
| Top-Level Jobs Notebooks | Nonfarm Diffusion Index | 2025-12-24 | 322.8 |
| Top-Level Jobs Notebooks | Nonfarm Payroll Response Rates | 2025-09-09 | 173.5 |
| Top-Level Jobs Notebooks | Nonfarm Payroll Revisions | 2025-08-02 | 167.2 |
| Top-Level Jobs Notebooks | Nonfarm Payrolls & Construction-Manufacturing Drawdowns | 2026-02-06 | 324.2 |
| Top-Level Jobs Notebooks | Nonfarm Payrolls & Household Survey 3 MMA | 2024-11-03 | 154.6 |
| Top-Level Jobs Notebooks | Nonfarm Payrolls & Payroll Breakeven | 2025-10-25 | 4683.8 |
| Top-Level Jobs Notebooks | Nonfarm Payrolls & Payrolls Adjusted for Mulitple Job Holders | 2024-09-22 | 160.2 |
| Top-Level Jobs Notebooks | Nonfarm Payrolls 3 Month MA | 2025-06-07 | 223.5 |
| Top-Level Jobs Notebooks | Nonfarm Payrolls 6M Change & Wage Growth - 2 Panel | 2026-01-10 | 220.1 |