FinzData/macro-productivity

US macro data: Productivity (137 series)

137 productivity series from US government sources, cleaned into one consistent format and ready for pandas. This free package holds the last 12 months (2025-10-26 on) of each series' latest values. It is refreshed weekly.

import pandas as pd
df = pd.read_parquet("hf://datasets/FinzData/macro-productivity/data/long.parquet")      # series_id, date, value
wide = pd.read_parquet("hf://datasets/FinzData/macro-productivity/data/wide_quarterly.parquet")  # one column per series

or datasets.load_dataset("FinzData/macro-productivity"). Wide tables by frequency: wide_quarterly (137 series). series.csv lists every series with its title, units, frequency and how far back the full history goes.

The full history, point in time, through one API

The FinzData API serves every series back to its first observation, every revision (what was known on any past date, so backtests do not peek at later revisions), and daily updates, in the same format:

import finzdata as fz                     # pip install finzdata
c = fz.Client()                           # free API key: https://api.finzdata.com/
c.macro("PRS85006152")                        # full history, latest values
c.macro("PRS85006152", vintage="first")       # as first released
c.macro("PRS85006152", as_of="2020-03-01")    # exactly what was known on that date
c.macro_series(category="productivity")          # the catalogue for this category

Most-watched series in this package

ID	Title	Units	Frequency	Full history from
PRS85006152	Nonfarm Business Sector: Real Hourly Compensation for All Workers	Percent Change at Annual Rate	Quarterly	1947
RPSGENAITSIND10	Generative Artificial Intelligence, Time Savings: Finance and Insurance	Percent	Quarterly	2024
PRS85006101	Nonfarm Business Sector: Hourly Compensation for All Workers	Percent Change from Quarter One Year Ago	Quarterly	1948
PRS85006151	Nonfarm Business Sector: Real Hourly Compensation for All Workers	Percent Change from Quarter One Year Ago	Quarterly	1948
PRS84006032	Business Sector: Hours Worked for All Workers	Percent Change at Annual Rate	Quarterly	1947
PRS30006032	Manufacturing Sector: Hours Worked for All Workers	Percent Change at Annual Rate	Quarterly	1987
PRS84006092	Business Sector: Labor Productivity (Output per Hour) for All Workers	Percent Change at Annual Rate	Quarterly	1947
PRS85006102	Nonfarm Business Sector: Hourly Compensation for All Workers	Percent Change at Annual Rate	Quarterly	1947
PRS30006151	Manufacturing Sector: Real Hourly Compensation for All Workers	Percent Change from Quarter One Year Ago	Quarterly	1988
PRS84006162	Business Sector: Output per Worker for All Workers	Percent Change at Annual Rate	Quarterly	1947
PRS85006161	Nonfarm Business Sector: Output per Worker for All Workers	Percent Change from Quarter One Year Ago	Quarterly	1948
RPSGENAITSIND4	Generative Artificial Intelligence, Time Savings: Manufacturing	Percent	Quarterly	2024
RPSGENAITSIND9	Generative Artificial Intelligence, Time Savings: Information	Percent	Quarterly	2024
RPSGENAITSOCC3	Generative Artificial Intelligence, Time Savings: Computer and Mathematical Occupations	Percent	Quarterly	2024
PRS30006011	Manufacturing Sector: Employment for All Workers	Percent Change from Quarter One Year Ago	Quarterly	1988
PRS30006021	Manufacturing Sector: Average Weekly Hours for All Workers	Percent Change from Quarter One Year Ago	Quarterly	1988
PRS31006011	Manufacturing, Durable Goods Sector: Employment for All Workers	Percent Change from Quarter One Year Ago	Quarterly	1988
PRS85006162	Nonfarm Business Sector: Output per Worker for All Workers	Percent Change at Annual Rate	Quarterly	1947
PRS88003091	Nonfinancial Corporations Sector: Labor Productivity (Output per Hour) for Employees	Percent Change from Quarter One Year Ago	Quarterly	1948
RPSGENAITSIND12	Generative Artificial Intelligence, Time Savings: Professional, Scientific, and Technical Services	Percent	Quarterly	2024
PRS30006161	Manufacturing Sector: Output per Worker for All Workers	Percent Change from Quarter One Year Ago	Quarterly	1988
PRS30006162	Manufacturing Sector: Output per Worker for All Workers	Percent Change at Annual Rate	Quarterly	1987
PRS84006102	Business Sector: Hourly Compensation for All Workers	Percent Change at Annual Rate	Quarterly	1947
PRS84006151	Business Sector: Real Hourly Compensation for All Workers	Percent Change from Quarter One Year Ago	Quarterly	1948
PRS84006152	Business Sector: Real Hourly Compensation for All Workers	Percent Change at Annual Rate	Quarterly	1947

All 137 series: series.csv. Browse them at https://finzdata.com/macro/category/productivity.

More from FinzData

• Every macro category: https://huggingface.co/FinzData · index on GitHub: https://github.com/FinzData/macro-data
• Survivorship-free US stock prices since 2000, COT positioning, 13F holdings, insider trades, short interest
• Pricing (history bundles from $195 once): https://finzdata.com/pricing
• Python client (open source): https://github.com/FinzData/finzdata-python

Source: U.S. government agencies via FRED/ALFRED (Federal Reserve Bank of St. Louis). Compiled by FinzData. Data for research, not investment advice.