metadata

language:
  - en
license: other
task_categories:
  - tabular-regression
features:
  - name: symbol
    dtype: string
  - name: date
    dtype: string
  - name: open
    dtype: float64
  - name: high
    dtype: float64
  - name: low
    dtype: float64
  - name: close
    dtype: float64
  - name: volume
    dtype: int64
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Dataset Information

This dataset includes daily price data for various currencies.

Instruments Included

AEDUSD: United Arab Emirates Dirham to US Dollar
AFNUSD: Afghan Afghani to US Dollar
ALLUSD: Albanian Lek to US Dollar
AMDUSD: Armenian Dram to US Dollar
ANGUSD: Netherlands Antillean Guilder to US Dollar
AOAUSD: Angolan Kwanza to US Dollar
ARSUSD: Argentine Peso to US Dollar
AUDUSD: Australian Dollar to US Dollar
AWGUSD: Aruban Florin to US Dollar
AZNUSD: Azerbaijani Manat to US Dollar
BAMUSD: Bosnia-Herzegovina Convertible Mark to US Dollar
BBDUSD: Barbadian Dollar to US Dollar
BDTUSD: Bangladeshi Taka to US Dollar
BGNUSD: Bulgarian Lev to US Dollar
BHDUSD: Bahraini Dinar to US Dollar
BIFUSD: Burundian Franc to US Dollar
BMDUSD: Bermudian Dollar to US Dollar
BNDUSD: Brunei Dollar to US Dollar
BOBUSD: Bolivian Boliviano to US Dollar
BRLUSD: Brazilian Real to US Dollar
BSDUSD: Bahamian Dollar to US Dollar
BTNUSD: Bhutanese Ngultrum to US Dollar
BWPUSD: Botswana Pula to US Dollar
BZDUSD: Belize Dollar to US Dollar
CADUSD: Canadian Dollar to US Dollar
CDFUSD: Congolese Franc to US Dollar
CHFUSD: Swiss Franc to US Dollar
CLFUSD: Chilean Unit of Account (UF) to US Dollar
CLPUSD: Chilean Peso to US Dollar
CNHUSD: Chinese Yuan (Offshore) to US Dollar
CNYUSD: Chinese Yuan (Onshore) to US Dollar
COPUSD: Colombian Peso to US Dollar
CUPUSD: Cuban Peso to US Dollar
CVEUSD: Cape Verdean Escudo to US Dollar
CZKUSD: Czech Koruna to US Dollar
DJFUSD: Djiboutian Franc to US Dollar
DKKUSD: Danish Krone to US Dollar
DOPUSD: Dominican Peso to US Dollar
DZDUSD: Algerian Dinar to US Dollar
EGPUSD: Egyptian Pound to US Dollar
ERNUSD: Eritrean Nakfa to US Dollar
ETBUSD: Ethiopian Birr to US Dollar
EURUSD: Euro to US Dollar
FJDUSD: Fijian Dollar to US Dollar
FKPUSD: Falkland Islands Pound to US Dollar
GBPUSD: British Pound Sterling to US Dollar
GELUSD: Georgian Lari to US Dollar
GHSUSD: Ghanaian Cedi to US Dollar
GIPUSD: Gibraltar Pound to US Dollar
GMDUSD: Gambian Dalasi to US Dollar
GNFUSD: Guinean Franc to US Dollar
GTQUSD: Guatemalan Quetzal to US Dollar
GYDUSD: Guyanese Dollar to US Dollar
HKDUSD: Hong Kong Dollar to US Dollar
HNLUSD: Honduran Lempira to US Dollar
HRKUSD: Croatian Kuna to US Dollar
HTGUSD: Haitian Gourde to US Dollar
HUFUSD: Hungarian Forint to US Dollar
IDRUSD: Indonesian Rupiah to US Dollar
ILSUSD: Israeli New Shekel to US Dollar
INRUSD: Indian Rupee to US Dollar
IQDUSD: Iraqi Dinar to US Dollar
IRRUSD: Iranian Rial to US Dollar
ISKUSD: Icelandic Krona to US Dollar
JMDUSD: Jamaican Dollar to US Dollar
JODUSD: Jordanian Dinar to US Dollar
JPYUSD: Japanese Yen to US Dollar
KESUSD: Kenyan Shilling to US Dollar
KGSUSD: Kyrgyzstani Som to US Dollar
KHRUSD: Cambodian Riel to US Dollar
KMFUSD: Comorian Franc to US Dollar
KPWUSD: North Korean Won to US Dollar
KRWUSD: South Korean Won to US Dollar
KWDUSD: Kuwaiti Dinar to US Dollar
KYDUSD: Cayman Islands Dollar to US Dollar
KZTUSD: Kazakhstani Tenge to US Dollar
LAKUSD: Lao Kip to US Dollar
LBPUSD: Lebanese Pound to US Dollar
LKRUSD: Sri Lankan Rupee to US Dollar
LRDUSD: Liberian Dollar to US Dollar
LSLUSD: Lesotho Loti to US Dollar
LYDUSD: Libyan Dinar to US Dollar
MADUSD: Moroccan Dirham to US Dollar
MDLUSD: Moldovan Leu to US Dollar
MGAUSD: Malagasy Ariary to US Dollar
MKDUSD: Macedonian Denar to US Dollar
MMKUSD: Myanmar Kyat to US Dollar
MNTUSD: Mongolian Tugrik to US Dollar
MOPUSD: Macanese Pataca to US Dollar
MROUSD: Mauritanian Ouguiya to US Dollar (old)
MRUUSD: Mauritanian Ouguiya to US Dollar (new)
MURUSD: Mauritian Rupee to US Dollar
MVRUSD: Maldivian Rufiyaa to US Dollar
MWKUSD: Malawian Kwacha to US Dollar
MXNUSD: Mexican Peso to US Dollar
MYRUSD: Malaysian Ringgit to US Dollar
MZNUSD: Mozambican Metical to US Dollar
NADUSD: Namibian Dollar to US Dollar
NGNUSD: Nigerian Naira to US Dollar
NOKUSD: Norwegian Krone to US Dollar
NPRUSD: Nepalese Rupee to US Dollar
NZDUSD: New Zealand Dollar to US Dollar
OMRUSD: Omani Rial to US Dollar
PABUSD: Panamanian Balboa to US Dollar
PENUSD: Peruvian Sol to US Dollar
PGKUSD: Papua New Guinean Kina to US Dollar
PHPUSD: Philippine Peso to US Dollar
PKRUSD: Pakistani Rupee to US Dollar
PLNUSD: Polish Zloty to US Dollar
PYGUSD: Paraguayan Guarani to US Dollar
QARUSD: Qatari Riyal to US Dollar
RONUSD: Romanian Leu to US Dollar
RSDUSD: Serbian Dinar to US Dollar
RUBUSD: Russian Ruble to US Dollar
RWFUSD: Rwandan Franc to US Dollar
SARUSD: Saudi Riyal to US Dollar
SCRUSD: Seychellois Rupee to US Dollar
SDGUSD: Sudanese Pound to US Dollar
SEKUSD: Swedish Krona to US Dollar
SGDUSD: Singapore Dollar to US Dollar
SHPUSD: Saint Helena Pound to US Dollar
SLLUSD: Sierra Leonean Leone to US Dollar
SOSUSD: Somali Shilling to US Dollar
SRDUSD: Surinamese Dollar to US Dollar
SYPUSD: Syrian Pound to US Dollar
SZLUSD: Swazi Lilangeni to US Dollar
THBUSD: Thai Baht to US Dollar
TJSUSD: Tajikistani Somoni to US Dollar
TMTUSD: Turkmenistani Manat to US Dollar
TNDUSD: Tunisian Dinar to US Dollar
TOPUSD: Tongan Pa'anga to US Dollar
TRYUSD: Turkish Lira to US Dollar
TTDUSD: Trinidad and Tobago Dollar to US Dollar
TWDUSD: New Taiwan Dollar to US Dollar
TZSUSD: Tanzanian Shilling to US Dollar
UAHUSD: Ukrainian Hryvnia to US Dollar
UGXUSD: Ugandan Shilling to US Dollar
UYUUSD: Uruguayan Peso to US Dollar
UZSUSD: Uzbekistani Som to US Dollar
VNDUSD: Vietnamese Dong to US Dollar
VUVUSD: Vanuatu Vatu to US Dollar
WSTUSD: Samoan Tala to US Dollar
XAFUSD: Central African CFA Franc to US Dollar
XAGUSD: Silver Ounce to US Dollar
XAUUSD: Gold Ounce to US Dollar
XCDUSD: East Caribbean Dollar to US Dollar
XDRUSD: IMF Special Drawing Rights to US Dollar
XOFUSD: West African CFA Franc to US Dollar
XPFUSD: CFP Franc to US Dollar
YERUSD: Yemeni Rial to US Dollar
ZARUSD: South African Rand to US Dollar
ZMWUSD: Zambian Kwacha to US Dollar
ZWLUSD: Zimbabwean Dollar to US Dollar

Dataset Columns

symbol: The symbol of the currency pair.
date: The date of the data.
open: The opening price of the currency pair.
high: The highest price of the currency pair.
low: The lowest price of the currency pair.
close: The closing price of the currency pair.
volume: The volume of the currency pair.

Data Splits

The data is split into a training set.

Dataset Maintenance

The dataset is updated on a monthly basis by Papers With Backtest.