FinzData/macro-money-credit

US macro data: Money and Credit (182 series)

182 money and credit 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-money-credit/data/long.parquet")      # series_id, date, value
wide = pd.read_parquet("hf://datasets/FinzData/macro-money-credit/data/wide_daily.parquet")  # one column per series

or datasets.load_dataset("FinzData/macro-money-credit"). Wide tables by frequency: wide_daily (1 series), wide_weekly (38 series), wide_biweekly (1 series), wide_monthly (57 series), wide_quarterly (84 series), wide_other (1 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("M2SL")                        # full history, latest values
c.macro("M2SL", vintage="first")       # as first released
c.macro("M2SL", as_of="2020-03-01")    # exactly what was known on that date
c.macro_series(category="money_credit")          # the catalogue for this category

Most-watched series in this package

ID	Title	Units	Frequency	Full history from
M2SL	M2	Billions of Dollars	Monthly	1959
GFDEBTN	Federal Debt: Total Public Debt	Millions of Dollars	Quarterly, End of Period	1966
GFDEGDQ188S	Federal Debt: Total Public Debt as Percent of Gross Domestic Product	Percent of GDP	Quarterly	1966
WM2NS	M2	Billions of Dollars	Weekly, Ending Monday	1980
M2V	Velocity of M2 Money Stock	Ratio	Quarterly	1959
M1SL	M1	Billions of Dollars	Monthly	1959
BOGMBASE	Monetary Base: Total	Billions of Dollars	Monthly	1959
M2REAL	Real M2 Money Stock	Billions of 1982-84 Dollars	Monthly	1959
TOTRESNS	Reserves of Depository Institutions: Total	Billions of Dollars	Monthly	1959
DRTSCILM	Net Percentage of Domestic Banks Tightening Standards for Commercial and Industrial Loans to Large and Middle-Market Firms	Percent	Quarterly	1990
DRCLACBS	Delinquency Rate on Consumer Loans, All Commercial Banks	Percent	Quarterly, End of Period	1987
DPSACBW027SBOG	Deposits, All Commercial Banks	Billions of U.S. Dollars	Weekly, Ending Wednesday	1973
BUSLOANS	Commercial and Industrial Loans, All Commercial Banks	Billions of U.S. Dollars	Monthly	1947
TOTBKCR	Bank Credit, All Commercial Banks	Billions of U.S. Dollars	Weekly, Ending Wednesday	1973
TOTLL	Loans and Leases in Bank Credit, All Commercial Banks	Billions of U.S. Dollars	Weekly, Ending Wednesday	1973
DRCRELEXFACBS	Delinquency Rate on Commercial Real Estate Loans (Excluding Farmland), Booked in Domestic Offices, All Commercial Banks	Percent	Quarterly, End of Period	1991
FDHBFIN	Federal Debt Held by Foreign and International Investors	Billions of Dollars	Quarterly, End of Period	1970
WM1NS	M1	Billions of Dollars	Weekly, Ending Monday	1975
DRALACBN	Delinquency Rate on All Loans, All Commercial Banks	Percent	Quarterly, End of Period	1985
FYGFGDQ188S	Federal Debt Held by the Public as Percent of Gross Domestic Product	Percent of GDP	Quarterly	1970
M1V	Velocity of M1 Money Stock	Ratio	Quarterly	1959
DRBLACBS	Delinquency Rate on Business Loans, All Commercial Banks	Percent	Quarterly, End of Period	1987
M2NS	M2	Billions of Dollars	Monthly	1959
TOTALSL	Total Consumer Credit Owned and Securitized	Millions of U.S. Dollars	Monthly	1943
BCNSDODNS	Nonfinancial Corporate Business; Debt Securities and Loans; Liability, Level	Millions of U.S. Dollars	Quarterly, End of Period	1945

All 182 series: series.csv. Browse them at https://finzdata.com/macro/category/money-credit.

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.