Datasets:

FinzData
/

macro-other-indicators

license: other
license_name: public-domain-source-us-government
pretty_name: 'US Macro Data: Other Indicators'
language:
  - en
tags:
  - finance
  - economics
  - macroeconomics
  - time-series
  - fred
  - other-indicators
  - quant
  - backtesting
size_categories:
  - 10K<n<100K
configs:
  - config_name: long
    data_files: data/long.parquet
    default: true
  - config_name: wide_daily
    data_files: data/wide_daily.parquet
  - config_name: wide_weekly
    data_files: data/wide_weekly.parquet
  - config_name: wide_monthly
    data_files: data/wide_monthly.parquet
  - config_name: wide_quarterly
    data_files: data/wide_quarterly.parquet
  - config_name: wide_annual
    data_files: data/wide_annual.parquet
  - config_name: wide_other
    data_files: data/wide_other.parquet

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 (2025-11-02 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.

US macro data: Other Indicators (363 series)

The full history, point in time, through one API

Most-watched series in this package

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