BLS nonfarm payroll employment, hours and earnings
Monthly U.S. employment statistics from the BLS Current Employment Statistics (CES) survey: total nonfarm employment and total private employment (thousands of jobs), average weekly hours, and average hourly earnings of all employees on private nonfarm payrolls (dollars). Seasonally adjusted.
Source: U.S. Bureau of Labor Statistics944 lignesMis à jour: 22/09/2026
employmentlaborwagesusjobs
Qualité
100
Attribution
U.S. Bureau of Labor Statistics
Schéma
| Colonne | Type | Description |
|---|---|---|
| date | timestamp | Month of observation, mapped from the BLS API 'year' and 'period' fields (for example '2026' + 'M08' becomes 2026-08-01). Only monthly periods are kept. |
| series_id | string | BLS series identifier, e.g. 'CES0000000001' or 'CUSR0000SA0'. Encodes the survey, area, item, and seasonal adjustment; formats are documented at bls.gov/help/hlpforma.htm. |
| series_label | string | Official BLS series title from the Bureau's series catalog (data.bls.gov/timeseries), e.g. 'All employees, thousands, total nonfarm, seasonally adjusted'. |
| value | float | Observed value from the BLS API 'value' field. Units follow the series definition: employment and unemployment levels are in thousands of persons/jobs, average hourly earnings in dollars, weekly hours in hours, rates in percent, and CPI/PPI series in index points. Missing observations are null. |
Exemple de lignes
| date | series_id | series_label | value |
|---|---|---|---|
| 2007-01-01T00:00:00 | CES0000000001 | All employees, thousands, total nonfarm, seasonally adjusted | 137472 |
| 2007-02-01T00:00:00 | CES0000000001 | All employees, thousands, total nonfarm, seasonally adjusted | 137560 |
| 2007-03-01T00:00:00 | CES0000000001 | All employees, thousands, total nonfarm, seasonally adjusted | 137784 |
| 2007-04-01T00:00:00 | CES0000000001 | All employees, thousands, total nonfarm, seasonally adjusted | 137847 |
| 2007-05-01T00:00:00 | CES0000000001 | All employees, thousands, total nonfarm, seasonally adjusted | 137992 |
Télécharger un échantillon
Téléchargez l'échantillon complet de ce jeu de données (lignes d'exemple, pas le jeu complet).
Utiliser avec un LLM
Dirigez n’importe quel LLM vers le point d’accès des métadonnées — la documentation ci-dessus est aussi lisible par machine (JSON-LD + Croissant).
cURL
curl "https://datazimuts.com/v1/datasets/bls/bls_nonfarm_payroll" | jq '{title, rows, columns_count, license}'Python
import requests
ds = requests.get("https://datazimuts.com/v1/datasets/bls/bls_nonfarm_payroll").json()
print(ds["title"], ds["rows"], "rows")
# Sample rows for an LLM context window
for row in ds.get("sample_rows", [])[:5]:
print(row)Point d’accès API: https://datazimuts.com/v1/datasets/bls/bls_nonfarm_payroll
Astuce : récupérez /llms.txt pour le catalogue complet lisible par machine.