FinzData/macro-other-indicators

US macro data: Other Indicators (363 series)

363 other indicators series from US government sources, cleaned into one consistent format and ready for pandas. This free package holds the last 12 months (2025-11-01 on) of each series' latest values. It is refreshed weekly.

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

or datasets.load_dataset("FinzData/macro-other-indicators"). Wide tables by frequency: wide_daily (36 series), wide_weekly (31 series), wide_monthly (151 series), wide_quarterly (132 series), wide_annual (11 series), wide_other (2 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("APU0000703112")                        # full history, latest values
c.macro("APU0000703112", vintage="first")       # as first released
c.macro("APU0000703112", as_of="2020-03-01")    # exactly what was known on that date
c.macro_series(category="other_indicators")          # the catalogue for this category

Most-watched series in this package

ID	Title	Units	Frequency	Full history from
APU0000703112	Average Price: Ground Beef, 100% Beef (Cost per Pound/453.6 Grams) in U.S. City Average	U.S. Dollars	Monthly	1984
APU0000708111	Average Price: Eggs, Grade A, Large (Cost per Dozen) in U.S. City Average	U.S. Dollars	Monthly	1980
GASREGW	US Regular All Formulations Gas Price	Dollars per Gallon	Weekly, Ending Monday	1990
CP	Corporate Profits After Tax (without IVA and CCAdj)	Billions of Dollars	Quarterly	1946
DPRIME	Bank Prime Loan Rate	Percent	Daily	1955
FYFSD	Federal Surplus or Deficit [-]	Millions of Dollars	Annual, Fiscal Year	1901
MMMFFAQ027S	Money Market Funds; Total Financial Assets, Level	Millions of U.S. Dollars	Quarterly, End of Period	1945
APU000072610	Average Price: Electricity per Kilowatt-Hour in U.S. City Average	U.S. Dollars	Monthly	1978
APU0000709112	Average Price: Milk, Fresh, Whole, Fortified (Cost per Gallon/3.8 Liters) in U.S. City Average	U.S. Dollars	Monthly	1995
FEDTARMD	FOMC Summary of Economic Projections for the Fed Funds Rate, Median	Percent	Annual	2015
GDPNOW	GDPNow	Percent Change at Annual Rate	Quarterly	2011
PRIME	Bank Prime Loan Rate Changes: Historical Dates of Changes and Rates	Percent	Not Applicable	1955
WFRBST01134	Share of Net Worth Held by the Top 1% (99th to 100th Wealth Percentiles)	Percent of Aggregate	Quarterly	1989
MTSDS133FMS	Federal Surplus or Deficit [-]	Millions of Dollars	Monthly	1980
IUDSOIA	Daily Sterling Overnight Index Average (SONIA) Rate	Percent	Daily	1997
APU0000FF1101	Average Price: Chicken Breast, Boneless (Cost per Pound/453.6 Grams) in U.S. City Average	U.S. Dollars	Monthly	2006
BOGZ1FL192090005Q	Households; Net Worth, Level	Millions of U.S. Dollars	Quarterly, End of Period	1987
OBFR	Overnight Bank Funding Rate	Percent	Daily	2016
RPONTTLD	Overnight Repurchase Agreements: Total Securities Purchased by the Federal Reserve in the Temporary Open Market Operations	Billions of US Dollars	Daily	2000
WJFUELUSGULF	Kerosene-Type Jet Fuel Prices: U.S. Gulf Coast	Dollars per Gallon	Weekly, Ending Friday	1990
WFRBLTP1246	Net Worth Held by the Top 0.1% (99.9th to 100th Wealth Percentiles)	Millions of Dollars	Quarterly	1989
APU0000702111	Average Price: Bread, White, Pan (Cost per Pound/453.6 Grams) in U.S. City Average	U.S. Dollars	Monthly	1980
GPDIC1	Real Gross Private Domestic Investment	Billions of Chained 2017 Dollars	Quarterly	1947
SWPT	Assets: Central Bank Liquidity Swaps: Central Bank Liquidity Swaps: Wednesday Level	Millions of U.S. Dollars	Weekly, As of Wednesday	2002
BOGZ1FL153064486Q	Households and Nonprofit Organizations; Directly and Indirectly Held Corporate Equities as a Percentage of Financial Assets; Assets, Level	Percent	Quarterly, End of Period	1945

All 363 series: series.csv. Browse them at https://finzdata.com/macro/category/other-indicators.

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.