FinzData/macro-trade

US macro data: Trade (1,430 series)

1,430 trade 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-trade/data/long.parquet")      # series_id, date, value
wide = pd.read_parquet("hf://datasets/FinzData/macro-trade/data/wide_monthly.parquet")  # one column per series

or datasets.load_dataset("FinzData/macro-trade"). Wide tables by frequency: wide_monthly (1430 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("DEM_CN_BEV_V")                        # full history, latest values
c.macro("DEM_CN_BEV_V", vintage="first")       # as first released
c.macro("DEM_CN_BEV_V", as_of="2020-03-01")    # exactly what was known on that date
c.macro_series(category="trade")          # the catalogue for this category

Most-watched series in this package

ID	Title	Units	Frequency	Full history from
DEM_CN_BEV_V	Germany imports of battery-electric cars from China (HS 870380), value	Millions of Euros	Monthly	2017
DEM_CN_CARS_V	Germany imports of passenger cars from China (HS 8703), value	Millions of Euros	Monthly	1988
DEM_CN_PARTS_V	Germany imports of motor-vehicle parts and accessories from China (HS 8708), value	Millions of Euros	Monthly	1988
DEM_JP_BEV_V	Germany imports of battery-electric cars from Japan (HS 870380), value	Millions of Euros	Monthly	2017
DEM_JP_CARS_V	Germany imports of passenger cars from Japan (HS 8703), value	Millions of Euros	Monthly	1988
DEM_JP_PARTS_V	Germany imports of motor-vehicle parts and accessories from Japan (HS 8708), value	Millions of Euros	Monthly	1988
DEM_KR_BEV_V	Germany imports of battery-electric cars from Korea, Republic of (HS 870380), value	Millions of Euros	Monthly	2017
DEM_KR_CARS_V	Germany imports of passenger cars from Korea, Republic of (HS 8703), value	Millions of Euros	Monthly	1988
DEM_KR_PARTS_V	Germany imports of motor-vehicle parts and accessories from Korea, Republic of (HS 8708), value	Millions of Euros	Monthly	1988
DEM_US_BEV_V	Germany imports of battery-electric cars from United States (HS 870380), value	Millions of Euros	Monthly	2017
DEM_US_CARS_V	Germany imports of passenger cars from United States (HS 8703), value	Millions of Euros	Monthly	1988
DEM_US_PARTS_V	Germany imports of motor-vehicle parts and accessories from United States (HS 8708), value	Millions of Euros	Monthly	1988
DEM_W_BEV_V	Germany imports of battery-electric cars from the world (HS 870380), value	Millions of Euros	Monthly	2017
DEM_W_CARS_V	Germany imports of passenger cars from the world (HS 8703), value	Millions of Euros	Monthly	1988
DEM_W_PARTS_V	Germany imports of motor-vehicle parts and accessories from the world (HS 8708), value	Millions of Euros	Monthly	1988
DEM_XEU_BEV_V	Germany imports of battery-electric cars from outside the EU (HS 870380), value	Millions of Euros	Monthly	2017
DEM_XEU_CARS_V	Germany imports of passenger cars from outside the EU (HS 8703), value	Millions of Euros	Monthly	1999
DEM_XEU_PARTS_V	Germany imports of motor-vehicle parts and accessories from outside the EU (HS 8708), value	Millions of Euros	Monthly	1999
DEX_AE_BEV_V	Germany exports of battery-electric cars to United Arab Emirates (HS 870380), value	Millions of Euros	Monthly	2017
DEX_AE_CARS_V	Germany exports of passenger cars to United Arab Emirates (HS 8703), value	Millions of Euros	Monthly	1988
DEX_AE_DSL2_V	Germany exports of diesel cars 1.5-2.5 litre to United Arab Emirates (HS 870332), value	Millions of Euros	Monthly	1988
DEX_AE_DSL3_V	Germany exports of diesel cars over 2.5 litre to United Arab Emirates (HS 870333), value	Millions of Euros	Monthly	1988
DEX_AE_HEVD_V	Germany exports of full hybrid cars (diesel) to United Arab Emirates (HS 870350), value	Millions of Euros	Monthly	2017
DEX_AE_HEVP_V	Germany exports of full hybrid cars (petrol) to United Arab Emirates (HS 870340), value	Millions of Euros	Monthly	2017
DEX_AE_PARTS_V	Germany exports of motor-vehicle parts and accessories to United Arab Emirates (HS 8708), value	Millions of Euros	Monthly	1988

All 1,430 series: series.csv. Browse them at https://finzdata.com/macro/category/trade.

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.