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Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 5 new columns ({'last_updated', 'maintenance_margin_usd', 'day_trade_margin_usd', 'initial_margin_usd', 'notes'}) and 10 missing columns ({'tick_value_usd', 'tick_size', 'contract_size', 'trading_hours_ct', 'last_trading_day', 'currency', 'typical_daily_range_ticks', 'settlement_type', 'typical_margin_usd', 'sector'}).
This happened while the csv dataset builder was generating data using
hf://datasets/propfirmkey/cme-futures-contract-specifications/data/margin_requirements.csv (at revision 4a03485e21ebe5657cf61e08180bb64434fd08e4), [/tmp/hf-datasets-cache/medium/datasets/32653148552800-config-parquet-and-info-propfirmkey-cme-futures-c-c7aac46b/hub/datasets--propfirmkey--cme-futures-contract-specifications/snapshots/4a03485e21ebe5657cf61e08180bb64434fd08e4/data/futures_contracts.csv (origin=hf://datasets/propfirmkey/cme-futures-contract-specifications@4a03485e21ebe5657cf61e08180bb64434fd08e4/data/futures_contracts.csv), /tmp/hf-datasets-cache/medium/datasets/32653148552800-config-parquet-and-info-propfirmkey-cme-futures-c-c7aac46b/hub/datasets--propfirmkey--cme-futures-contract-specifications/snapshots/4a03485e21ebe5657cf61e08180bb64434fd08e4/data/margin_requirements.csv (origin=hf://datasets/propfirmkey/cme-futures-contract-specifications@4a03485e21ebe5657cf61e08180bb64434fd08e4/data/margin_requirements.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
symbol: string
name: string
initial_margin_usd: int64
maintenance_margin_usd: int64
day_trade_margin_usd: int64
exchange: string
last_updated: string
notes: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1241
to
{'symbol': Value('string'), 'name': Value('string'), 'exchange': Value('string'), 'sector': Value('string'), 'tick_size': Value('float64'), 'tick_value_usd': Value('float64'), 'contract_size': Value('string'), 'trading_hours_ct': Value('string'), 'last_trading_day': Value('string'), 'settlement_type': Value('string'), 'currency': Value('string'), 'typical_daily_range_ticks': Value('int64'), 'typical_margin_usd': Value('int64')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1892, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 5 new columns ({'last_updated', 'maintenance_margin_usd', 'day_trade_margin_usd', 'initial_margin_usd', 'notes'}) and 10 missing columns ({'tick_value_usd', 'tick_size', 'contract_size', 'trading_hours_ct', 'last_trading_day', 'currency', 'typical_daily_range_ticks', 'settlement_type', 'typical_margin_usd', 'sector'}).
This happened while the csv dataset builder was generating data using
hf://datasets/propfirmkey/cme-futures-contract-specifications/data/margin_requirements.csv (at revision 4a03485e21ebe5657cf61e08180bb64434fd08e4), [/tmp/hf-datasets-cache/medium/datasets/32653148552800-config-parquet-and-info-propfirmkey-cme-futures-c-c7aac46b/hub/datasets--propfirmkey--cme-futures-contract-specifications/snapshots/4a03485e21ebe5657cf61e08180bb64434fd08e4/data/futures_contracts.csv (origin=hf://datasets/propfirmkey/cme-futures-contract-specifications@4a03485e21ebe5657cf61e08180bb64434fd08e4/data/futures_contracts.csv), /tmp/hf-datasets-cache/medium/datasets/32653148552800-config-parquet-and-info-propfirmkey-cme-futures-c-c7aac46b/hub/datasets--propfirmkey--cme-futures-contract-specifications/snapshots/4a03485e21ebe5657cf61e08180bb64434fd08e4/data/margin_requirements.csv (origin=hf://datasets/propfirmkey/cme-futures-contract-specifications@4a03485e21ebe5657cf61e08180bb64434fd08e4/data/margin_requirements.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
symbol string | name string | exchange string | sector string | tick_size float64 | tick_value_usd float64 | contract_size string | trading_hours_ct string | last_trading_day string | settlement_type string | currency string | typical_daily_range_ticks int64 | typical_margin_usd int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
ES | E-mini S&P 500 | CME | Equity Index | 0.25 | 12.5 | 50 x Index | Sun-Fri 17:00-16:00 | 3rd Friday of contract month | Cash | USD | 160 | 12,650 |
NQ | E-mini Nasdaq 100 | CME | Equity Index | 0.25 | 5 | 20 x Index | Sun-Fri 17:00-16:00 | 3rd Friday of contract month | Cash | USD | 400 | 18,150 |
YM | E-mini Dow ($5) | CBOT | Equity Index | 1 | 5 | 5 x Index | Sun-Fri 17:00-16:00 | 3rd Friday of contract month | Cash | USD | 300 | 10,200 |
RTY | E-mini Russell 2000 | CME | Equity Index | 0.1 | 5 | 50 x Index | Sun-Fri 17:00-16:00 | 3rd Friday of contract month | Cash | USD | 200 | 7,150 |
MES | Micro E-mini S&P 500 | CME | Equity Index | 0.25 | 1.25 | 5 x Index | Sun-Fri 17:00-16:00 | 3rd Friday of contract month | Cash | USD | 160 | 1,265 |
MNQ | Micro E-mini Nasdaq 100 | CME | Equity Index | 0.25 | 0.5 | 2 x Index | Sun-Fri 17:00-16:00 | 3rd Friday of contract month | Cash | USD | 400 | 1,815 |
MYM | Micro E-mini Dow | CBOT | Equity Index | 1 | 0.5 | 0.5 x Index | Sun-Fri 17:00-16:00 | 3rd Friday of contract month | Cash | USD | 300 | 1,020 |
M2K | Micro E-mini Russell 2000 | CME | Equity Index | 0.1 | 0.5 | 5 x Index | Sun-Fri 17:00-16:00 | 3rd Friday of contract month | Cash | USD | 200 | 715 |
NKD | Nikkei 225 (Dollar) | CME | Equity Index | 5 | 25 | 5 x Index | Sun-Fri 17:00-16:00 | 2nd Friday of contract month | Cash | USD | 120 | 9,625 |
EMD | E-mini S&P MidCap 400 | CME | Equity Index | 0.1 | 10 | 100 x Index | Sun-Fri 17:00-16:00 | 3rd Friday of contract month | Cash | USD | 80 | 12,100 |
CL | Crude Oil WTI | NYMEX | Energy | 0.01 | 10 | 1000 barrels | Sun-Fri 17:00-16:00 | 3rd business day prior to 25th of month before delivery | Physical | USD | 200 | 7,200 |
NG | Natural Gas | NYMEX | Energy | 0.001 | 10 | 10000 mmBtu | Sun-Fri 17:00-16:00 | 3rd last business day of month before delivery | Physical | USD | 60 | 3,800 |
MCL | Micro WTI Crude Oil | NYMEX | Energy | 0.01 | 1 | 100 barrels | Sun-Fri 17:00-16:00 | 3rd business day prior to 25th of month before delivery | Physical | USD | 200 | 720 |
RB | RBOB Gasoline | NYMEX | Energy | 0.0001 | 4.2 | 42000 gallons | Sun-Fri 17:00-16:00 | Last business day of month before delivery | Physical | USD | 300 | 7,500 |
HO | Heating Oil | NYMEX | Energy | 0.0001 | 4.2 | 42000 gallons | Sun-Fri 17:00-16:00 | Last business day of month before delivery | Physical | USD | 250 | 7,200 |
QM | E-mini Crude Oil | NYMEX | Energy | 0.025 | 12.5 | 500 barrels | Sun-Fri 17:00-16:00 | 3rd business day prior to 25th of month before delivery | Cash | USD | 80 | 3,600 |
BZ | Brent Crude Oil | NYMEX | Energy | 0.01 | 10 | 1000 barrels | Sun-Fri 17:00-16:00 | Last business day 2 months before delivery | Cash | USD | 180 | 7,000 |
GC | Gold | COMEX | Metals | 0.1 | 10 | 100 troy oz | Sun-Fri 17:00-16:00 | 3rd last business day of delivery month | Physical | USD | 200 | 11,550 |
SI | Silver | COMEX | Metals | 0.005 | 25 | 5000 troy oz | Sun-Fri 17:00-16:00 | 3rd last business day of delivery month | Physical | USD | 60 | 10,200 |
HG | Copper | COMEX | Metals | 0.0005 | 12.5 | 25000 lbs | Sun-Fri 17:00-16:00 | 3rd last business day of delivery month | Physical | USD | 80 | 5,500 |
PL | Platinum | NYMEX | Metals | 0.1 | 5 | 50 troy oz | Sun-Fri 17:00-16:00 | 3rd last business day of delivery month | Physical | USD | 150 | 3,200 |
PA | Palladium | NYMEX | Metals | 0.1 | 10 | 100 troy oz | Sun-Fri 17:00-16:00 | 3rd last business day of delivery month | Physical | USD | 100 | 20,000 |
MGC | Micro Gold | COMEX | Metals | 0.1 | 1 | 10 troy oz | Sun-Fri 17:00-16:00 | 3rd last business day of delivery month | Physical | USD | 200 | 1,155 |
SIL | Micro Silver | COMEX | Metals | 0.005 | 5 | 1000 troy oz | Sun-Fri 17:00-16:00 | 3rd last business day of delivery month | Physical | USD | 60 | 2,040 |
ZC | Corn | CBOT | Agriculture | 0.25 | 12.5 | 5000 bushels | Sun-Fri 19:00-07:45 and Mon-Fri 08:30-13:20 | Business day prior to 15th of contract month | Physical | USD | 40 | 1,650 |
ZS | Soybeans | CBOT | Agriculture | 0.25 | 12.5 | 5000 bushels | Sun-Fri 19:00-07:45 and Mon-Fri 08:30-13:20 | Business day prior to 15th of contract month | Physical | USD | 60 | 2,750 |
ZW | Chicago SRW Wheat | CBOT | Agriculture | 0.25 | 12.5 | 5000 bushels | Sun-Fri 19:00-07:45 and Mon-Fri 08:30-13:20 | Business day prior to 15th of contract month | Physical | USD | 50 | 1,925 |
ZM | Soybean Meal | CBOT | Agriculture | 0.1 | 10 | 100 short tons | Sun-Fri 19:00-07:45 and Mon-Fri 08:30-13:20 | Business day prior to 15th of contract month | Physical | USD | 60 | 2,200 |
ZL | Soybean Oil | CBOT | Agriculture | 0.01 | 6 | 60000 lbs | Sun-Fri 19:00-07:45 and Mon-Fri 08:30-13:20 | Business day prior to 15th of contract month | Physical | USD | 80 | 1,800 |
ZO | Oats | CBOT | Agriculture | 0.25 | 12.5 | 5000 bushels | Sun-Fri 19:00-07:45 and Mon-Fri 08:30-13:20 | Business day prior to 15th of contract month | Physical | USD | 30 | 1,100 |
ZR | Rough Rice | CBOT | Agriculture | 0.005 | 10 | 2000 cwt | Sun-Fri 19:00-07:45 and Mon-Fri 08:30-13:20 | Business day prior to 15th of contract month | Physical | USD | 25 | 1,200 |
KE | KC Hard Red Winter Wheat | CBOT | Agriculture | 0.25 | 12.5 | 5000 bushels | Sun-Fri 19:00-07:45 and Mon-Fri 08:30-13:20 | Business day prior to 15th of contract month | Physical | USD | 50 | 2,000 |
CT | Cotton No. 2 | ICE | Agriculture | 0.01 | 5 | 50000 lbs | Mon-Fri 20:00-13:20 | 17th business day from end of spot month | Physical | USD | 100 | 3,100 |
KC | Coffee C | ICE | Agriculture | 0.05 | 18.75 | 37500 lbs | Mon-Fri 03:15-12:30 | 1 business day before last notice day | Physical | USD | 80 | 5,500 |
SB | Sugar No. 11 | ICE | Agriculture | 0.01 | 11.2 | 112000 lbs | Mon-Fri 02:30-13:00 | Last business day of month before delivery | Physical | USD | 40 | 1,300 |
CC | Cocoa | ICE | Agriculture | 1 | 10 | 10 metric tons | Mon-Fri 03:45-12:30 | 10 business days before last business day of delivery month | Physical | USD | 100 | 8,500 |
6E | Euro FX | CME | Currencies | 0.00005 | 6.25 | 125000 EUR | Sun-Fri 17:00-16:00 | 2nd business day before 3rd Wednesday of contract month | Cash | USD | 120 | 2,600 |
6B | British Pound | CME | Currencies | 0.0001 | 6.25 | 62500 GBP | Sun-Fri 17:00-16:00 | 2nd business day before 3rd Wednesday of contract month | Cash | USD | 100 | 2,750 |
6J | Japanese Yen | CME | Currencies | 0.000001 | 6.25 | 12500000 JPY | Sun-Fri 17:00-16:00 | 2nd business day before 3rd Wednesday of contract month | Cash | USD | 80 | 3,100 |
6A | Australian Dollar | CME | Currencies | 0.0001 | 10 | 100000 AUD | Sun-Fri 17:00-16:00 | 2nd business day before 3rd Wednesday of contract month | Cash | USD | 60 | 1,800 |
6C | Canadian Dollar | CME | Currencies | 0.00005 | 5 | 100000 CAD | Sun-Fri 17:00-16:00 | 2nd business day before 3rd Wednesday of contract month | Cash | USD | 80 | 1,400 |
6S | Swiss Franc | CME | Currencies | 0.0001 | 12.5 | 125000 CHF | Sun-Fri 17:00-16:00 | 2nd business day before 3rd Wednesday of contract month | Cash | USD | 60 | 3,200 |
6N | New Zealand Dollar | CME | Currencies | 0.0001 | 10 | 100000 NZD | Sun-Fri 17:00-16:00 | 2nd business day before 3rd Wednesday of contract month | Cash | USD | 50 | 1,500 |
6M | Mexican Peso | CME | Currencies | 0.00001 | 5 | 500000 MXN | Sun-Fri 17:00-16:00 | 2nd business day before 3rd Wednesday of contract month | Cash | USD | 60 | 2,200 |
ZB | 30-Year U.S. Treasury Bond | CBOT | Interest Rates | 0.03125 | 31.25 | 100000 face value | Sun-Fri 17:00-16:00 | 7th business day before last business day of delivery month | Physical | USD | 60 | 5,500 |
ZN | 10-Year U.S. Treasury Note | CBOT | Interest Rates | 0.015625 | 15.625 | 100000 face value | Sun-Fri 17:00-16:00 | 7th business day before last business day of delivery month | Physical | USD | 80 | 2,750 |
ZF | 5-Year U.S. Treasury Note | CBOT | Interest Rates | 0.007813 | 7.8125 | 100000 face value | Sun-Fri 17:00-16:00 | Last business day of delivery month | Physical | USD | 80 | 1,600 |
ZT | 2-Year U.S. Treasury Note | CBOT | Interest Rates | 0.007813 | 15.625 | 200000 face value | Sun-Fri 17:00-16:00 | Last business day of delivery month | Physical | USD | 40 | 1,200 |
SR3 | 3-Month SOFR | CME | Interest Rates | 0.0025 | 6.25 | 2500 x Rate | Sun-Fri 17:00-16:00 | 3rd Wednesday of contract month | Cash | USD | 20 | 825 |
UB | Ultra U.S. Treasury Bond | CBOT | Interest Rates | 0.03125 | 31.25 | 100000 face value | Sun-Fri 17:00-16:00 | 7th business day before last business day of delivery month | Physical | USD | 80 | 7,500 |
TN | Ultra 10-Year U.S. Treasury Note | CBOT | Interest Rates | 0.015625 | 15.625 | 100000 face value | Sun-Fri 17:00-16:00 | 7th business day before last business day of delivery month | Physical | USD | 70 | 3,400 |
LE | Live Cattle | CME | Livestock | 0.025 | 10 | 40000 lbs | Mon-Fri 08:30-13:05 | Last business day of contract month | Cash | USD | 60 | 2,200 |
HE | Lean Hogs | CME | Livestock | 0.025 | 10 | 40000 lbs | Mon-Fri 08:30-13:05 | 10th business day of contract month | Cash | USD | 80 | 1,800 |
GF | Feeder Cattle | CME | Livestock | 0.025 | 12.5 | 50000 lbs | Mon-Fri 08:30-13:05 | Last Thursday of contract month | Cash | USD | 50 | 3,200 |
VX | CBOE Volatility Index (VIX) | CFE | Volatility | 0.05 | 50 | 1000 x Index | Sun-Fri 17:00-16:00 | Wednesday 30 days before 3rd Friday of following month | Cash | USD | 40 | 8,800 |
BTC | Bitcoin (CME) | CME | Cryptocurrency | 5 | 25 | 5 BTC | Sun-Fri 17:00-16:00 | Last Friday of contract month | Cash | USD | 200 | 55,000 |
MBT | Micro Bitcoin (CME) | CME | Cryptocurrency | 5 | 0.5 | 0.1 BTC | Sun-Fri 17:00-16:00 | Last Friday of contract month | Cash | USD | 200 | 1,100 |
ETH | Ether (CME) | CME | Cryptocurrency | 0.25 | 12.5 | 50 ETH | Sun-Fri 17:00-16:00 | Last Friday of contract month | Cash | USD | 160 | 9,000 |
MET | Micro Ether (CME) | CME | Cryptocurrency | 0.05 | 0.5 | 0.1 ETH | Sun-Fri 17:00-16:00 | Last Friday of contract month | Cash | USD | 160 | 180 |
ES | E-mini S&P 500 | CME | null | null | null | null | null | null | null | null | null | null |
NQ | E-mini Nasdaq 100 | CME | null | null | null | null | null | null | null | null | null | null |
YM | E-mini Dow ($5) | CBOT | null | null | null | null | null | null | null | null | null | null |
RTY | E-mini Russell 2000 | CME | null | null | null | null | null | null | null | null | null | null |
MES | Micro E-mini S&P 500 | CME | null | null | null | null | null | null | null | null | null | null |
MNQ | Micro E-mini Nasdaq 100 | CME | null | null | null | null | null | null | null | null | null | null |
MYM | Micro E-mini Dow | CBOT | null | null | null | null | null | null | null | null | null | null |
M2K | Micro E-mini Russell 2000 | CME | null | null | null | null | null | null | null | null | null | null |
NKD | Nikkei 225 (Dollar) | CME | null | null | null | null | null | null | null | null | null | null |
EMD | E-mini S&P MidCap 400 | CME | null | null | null | null | null | null | null | null | null | null |
CL | Crude Oil WTI | NYMEX | null | null | null | null | null | null | null | null | null | null |
NG | Natural Gas | NYMEX | null | null | null | null | null | null | null | null | null | null |
MCL | Micro WTI Crude Oil | NYMEX | null | null | null | null | null | null | null | null | null | null |
RB | RBOB Gasoline | NYMEX | null | null | null | null | null | null | null | null | null | null |
HO | Heating Oil | NYMEX | null | null | null | null | null | null | null | null | null | null |
QM | E-mini Crude Oil | NYMEX | null | null | null | null | null | null | null | null | null | null |
BZ | Brent Crude Oil | NYMEX | null | null | null | null | null | null | null | null | null | null |
GC | Gold | COMEX | null | null | null | null | null | null | null | null | null | null |
SI | Silver | COMEX | null | null | null | null | null | null | null | null | null | null |
HG | Copper | COMEX | null | null | null | null | null | null | null | null | null | null |
PL | Platinum | NYMEX | null | null | null | null | null | null | null | null | null | null |
PA | Palladium | NYMEX | null | null | null | null | null | null | null | null | null | null |
MGC | Micro Gold | COMEX | null | null | null | null | null | null | null | null | null | null |
SIL | Micro Silver | COMEX | null | null | null | null | null | null | null | null | null | null |
ZC | Corn | CBOT | null | null | null | null | null | null | null | null | null | null |
ZS | Soybeans | CBOT | null | null | null | null | null | null | null | null | null | null |
ZW | Chicago SRW Wheat | CBOT | null | null | null | null | null | null | null | null | null | null |
ZM | Soybean Meal | CBOT | null | null | null | null | null | null | null | null | null | null |
ZL | Soybean Oil | CBOT | null | null | null | null | null | null | null | null | null | null |
ZO | Oats | CBOT | null | null | null | null | null | null | null | null | null | null |
ZR | Rough Rice | CBOT | null | null | null | null | null | null | null | null | null | null |
KE | KC Hard Red Winter Wheat | CBOT | null | null | null | null | null | null | null | null | null | null |
CT | Cotton No. 2 | ICE | null | null | null | null | null | null | null | null | null | null |
KC | Coffee C | ICE | null | null | null | null | null | null | null | null | null | null |
SB | Sugar No. 11 | ICE | null | null | null | null | null | null | null | null | null | null |
CC | Cocoa | ICE | null | null | null | null | null | null | null | null | null | null |
6E | Euro FX | CME | null | null | null | null | null | null | null | null | null | null |
6B | British Pound | CME | null | null | null | null | null | null | null | null | null | null |
6J | Japanese Yen | CME | null | null | null | null | null | null | null | null | null | null |
6A | Australian Dollar | CME | null | null | null | null | null | null | null | null | null | null |
6C | Canadian Dollar | CME | null | null | null | null | null | null | null | null | null | null |
CME Group Futures Contract Specifications & Risk Parameters
A comprehensive reference dataset of futures contract specifications and risk parameters covering 55+ contracts across equities, energy, metals, agriculture, currencies, interest rates, livestock, volatility, and cryptocurrency sectors.
Designed as structured input for risk models, position sizing algorithms, backtesting engines, and margin optimization systems.
Description
This dataset consolidates publicly available contract specifications and margin requirements for major futures contracts traded on CME Group exchanges (CME, CBOT, NYMEX, COMEX) and select ICE/CFE contracts. Each record contains the mechanical parameters needed to correctly model a futures position: tick size, tick value, contract multiplier, trading hours, settlement method, and representative margin levels.
The data is curated for direct consumption by quantitative systems that need to translate signal-level decisions into properly sized, margin-aware positions.
Data Sources
All contract specifications are derived from official exchange documentation:
- CME Group — Contract specification pages at cmegroup.com for ES, NQ, CL, GC, ZB, 6E, and all other CME/CBOT/NYMEX/COMEX products
- ICE Futures — Contract specs for CT, KC, SB, CC
- Cboe Futures Exchange (CFE) — VX (VIX futures) specifications
Margin requirements reflect CME Group performance bond requirements and are representative values. Actual margins are set by clearing firms and may differ.
Schema
futures_contracts.csv
| Column | Type | Description |
|---|---|---|
symbol |
string | Standard futures ticker symbol |
name |
string | Full contract name |
exchange |
string | Listing exchange (CME, CBOT, NYMEX, COMEX, ICE, CFE) |
sector |
string | Asset class grouping |
tick_size |
float | Minimum price increment |
tick_value_usd |
float | Dollar value of one tick move |
contract_size |
string | Notional multiplier or deliverable quantity |
trading_hours_ct |
string | Regular trading hours in U.S. Central Time |
last_trading_day |
string | Rule for determining the last trading day |
settlement_type |
string | Cash or Physical delivery |
currency |
string | Contract denomination currency |
typical_daily_range_ticks |
int | Representative daily range in ticks (approximate) |
typical_margin_usd |
int | Representative initial margin in USD |
margin_requirements.csv
| Column | Type | Description |
|---|---|---|
symbol |
string | Standard futures ticker symbol (joins to futures_contracts) |
name |
string | Full contract name |
initial_margin_usd |
int | Exchange initial (performance bond) margin |
maintenance_margin_usd |
int | Exchange maintenance margin |
day_trade_margin_usd |
int | Reduced intraday margin (broker-dependent) |
exchange |
string | Listing exchange |
last_updated |
date | Date margins were last verified |
notes |
string | Contextual notes on margin behavior |
Use Cases
Position Sizing
Calculate maximum position size given account equity and risk tolerance:
max_contracts = floor(account_equity * risk_pct / (tick_value * stop_distance_ticks))
Risk Calculation
Compute dollar risk per contract using tick value and typical daily range:
daily_risk_per_contract = tick_value_usd * typical_daily_range_ticks
Backtesting
Map raw price changes to PnL using contract-specific tick sizes and multipliers. Handle settlement type differences (cash vs. physical) for roll logic.
Margin Optimization
Model portfolio-level margin requirements. Identify margin-efficient alternatives (e.g., MES vs. ES, MCL vs. CL) and cross-margining opportunities within the same exchange.
Cross-Asset Volatility Normalization
Normalize position sizes across asset classes by converting typical daily ranges to common dollar-risk units, enabling apples-to-apples comparison of signals from different sectors.
Update Frequency
Margin requirements are updated periodically to reflect exchange changes. Contract specifications are stable but should be verified against exchange sources before production use. The last_updated field in margin_requirements.csv indicates when margins were last reviewed.
Limitations
- Margin values are representative. Actual margins are set by individual clearing firms (FCMs) and may be higher than exchange minimums. Day trade margins are particularly variable across brokers.
- Typical daily ranges are approximate. They represent normal market conditions and will be significantly exceeded during high-volatility events (FOMC, NFP, geopolitical shocks).
- Trading hours may change. Exchanges periodically adjust hours for holidays and special events. Always verify against the exchange calendar.
- Not all contracts are included. This dataset covers the most actively traded contracts. Thinly traded or regional contracts are excluded.
- No intraday data. This is a static reference dataset, not a time series. For dynamic margin monitoring, connect to exchange APIs.
- ICE and CFE contracts are included for completeness but represent a small subset of those exchanges' full product offerings.
Citation
If you use this dataset in research or production systems, please cite:
@dataset{futures_risk_parameters_2026,
title={CME Group Futures Contract Specifications & Risk Parameters},
year={2026},
publisher={Hugging Face},
url={https://huggingface.co/datasets/futures-risk-parameters}
}
License
MIT
Maintained by PropFirmKey.com
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