The EUR/USD exchange rate rose to 1.1619 on December 2, 2025, up 0.08% from the previous session. Over the past month, the Euro US Dollar Exchange Rate - EUR/USD has strengthened 0.86%, and is up by 10.57% over the last 12 months. Euro US Dollar Exchange Rate - EUR/USD - values, historical data, forecasts and news - updated on December of 2025.

The euro-to-dollar exchange rate fluctuated significantly in 2022, reaching its lowest recorded value since 2008 during that time. Figures were different later in the year, however, with a rate of 1.15 USD recorded at the end of November 4, 2025. The average (standardized) measure is based on the calculation of many observations throughout the period in question. It is therefore different from an annual measure at a point, which reflects concrete values as of end of the year.EstablishmentThe euro, which was established in 1992, introduced in non-physical form in 1999 and finally rolled out in 2002, is used by 19 of the 27 member states of the European Union. This group of countries is otherwise known as the eurozone or euro area. By 2018, the total value of euro currency in circulation was almost 1.2 trillion euros, or over 3.4 thousand euros per capita.Euro to USDBetween 2001 and 2008, the average annual exchange rate of the euro to the U.S. dollar noted a steep increase. In 2008, the euro to U.S. dollar annual average exchange rate was equal to 1.47, which meant that one euro could buy 1.47 U.S. dollars. By 2019, this value had decreased overall, to a value of 1.12 which meant that one euro could buy 1.12 U.S. dollars. Similar dynamics in the euro to U.S. dollar exchange rate were also reflected in the monthly exchange rate recently.

Context

Real and up to date stock market exchange of cryptocurrencies can be quite expensive and are hard to get. However, historical financial data are the starting point to develop algorithm(s) to analyze market trend and why not beat the market by predicting market movement.

Content

Data provided in this dataset are historical data from the beginning of EUR-USD pair market on Kraken exchange up to the present (2021 December). This data comes frome real trades on one of the most popular cryptocurrencies exchange.

Trading history

Historical market data, also known as trading history, time and sales or tick data, provides a detailed record of every trade that happens on Kraken exchange, and includes the following information: - Timestamp - The exact date and time of each trade. - Price - The price at which each trade occurred. - Volume - The amount of volume that was traded.

OHLCVT

In addition, OHLCVT data are provided for the most common period interval: 1 min, 5 min, 15 min, 1 hour, 12 hours and 1 day. OHLCVT stands for Open, High, Low, Close, Volume and Trades and represents the following trading information for each time period: - Open - The first traded price - High - The highest traded price - Low - The lowest traded price - Close - The final traded price - Volume - The total volume traded by all trades - Trades - The number of individual trades

Don't hesitate to tell me if you need other period interval 😉 ...

Update

This dataset will be updated every quarter to add new and up to date market trend. Let me know if you need an update more frequently.

Inspiration

Can you beat the market? Let see what you can do with these data!

Luxembourg STATEC: Forecast: Foreign Exchange Rate: EUR/USD data was reported at 1.110 EUR/USD in 2021. This records an increase from the previous number of 1.090 EUR/USD for 2020. Luxembourg STATEC: Forecast: Foreign Exchange Rate: EUR/USD data is updated yearly, averaging 1.115 EUR/USD from Dec 2018 (Median) to 2021, with 4 observations. The data reached an all-time high of 1.230 EUR/USD in 2018 and a record low of 1.090 EUR/USD in 2020. Luxembourg STATEC: Forecast: Foreign Exchange Rate: EUR/USD data remains active status in CEIC and is reported by The Portal of Statistics of Luxembourg. The data is categorized under Global Database’s Luxembourg – Table LU.M009: Foreign Exchange Rate: Forecast: The Portal of Statistics of Luxembourg.

This data is taken from

Symbol: EURUSD Time frame: 1 HOUR Broker: Pepperstone broker, it has 9 features

Independent Variables

• Open Prices(open): The opening prices of the stock for each period.
• High Prices (high): The highest prices of the stock for each period.
• Low Prices (low): The lowest prices of the stock for each period.
• Close Prices (close): The closing prices of the stock for each period.
• Close-Open (close-open): The difference between the closing and opening prices, indicating the price movement during the period.
• High-Low (high-low): The difference between the highest and lowest prices, representing the price range within the period.
• Close-Low (close-low): The difference between the closing and lowest prices.
• Close-High (close-high): The difference between the closing and highest prices.

Target Variable

Signal (signal): A binary signal indicating the market direction:

• Bullish signal (closing price is higher than the opening price).
• Bearish signal (closing price is not higher than the opening price

CopyRates code:

void OnStart()
 {
//---
  
  matrix dataset(bars, 9);
  
  vector open, high, low, close;
  
  open.CopyRates(Symbol(), PERIOD_CURRENT, COPY_RATES_OPEN, 2, bars);
  dataset.Col(open, 0);
  high.CopyRates(Symbol(), PERIOD_CURRENT, COPY_RATES_HIGH, 2, bars);
  dataset.Col(high, 1);
  low.CopyRates(Symbol(), PERIOD_CURRENT, COPY_RATES_LOW, 2, bars);
  dataset.Col(low, 2);
  close.CopyRates(Symbol(), PERIOD_CURRENT, COPY_RATES_CLOSE, 2, bars); 
  dataset.Col(close, 3);
  
  dataset.Col(close-open, 4);
  dataset.Col(high-low, 5);
  dataset.Col(close-low, 6);
  dataset.Col(close-high, 7);
  
//--- Target variables
  
  close.CopyRates(Symbol(), PERIOD_CURRENT, COPY_RATES_CLOSE, 1, bars); //one bar forward
  
  vector signal(bars);
  for (ulong i=0; i

The official currency of Ireland is the Euro. Euro Exchange Rate - EUR/USD - Ireland - values, historical data, forecasts and news - updated on December of 2025.

This dataset contains historical Forex (foreign exchange) rates for three major currency pairs: EUR/USD, GBP/USD, and USD/JPY. It includes daily open, high, low, and close prices for each currency pair along with the corresponding date. The dataset has 6 columns, and 4473 rows.

The dataset is ideal for:

Financial analysis and market trend exploration

Forex price prediction using machine learning or deep learning

Time series analysis and forecasting

Algorithmic trading research

Missing or duplicate columns have been cleaned to make the dataset ready for analysis.

Data source: Collected from Yahoo Finance

Columns:

date → Trading date in YYYY-MM-DD format

exchange_type → Currency pair (EUR/USD, GBP/USD, USD/JPY)

open → Opening price of the day

high → Highest price of the day

low → Lowest price of the day

close → Closing price of the day

The official currency of Portugal is the Euro. Euro Exchange Rate - EUR/USD - Portugal - values, historical data, forecasts and news - updated on December of 2025.

The official currency of Monaco is the Euro. EURO EXCHANGE RATE - EUR/USD - MONACO - values, historical data, forecasts and news - updated on December of 2025.

Data set column

1. Date - mm/dd/yyyy
2. SPX - is a free-float weighted measurement stock market index of the 500 largest companies listed on stock exchanges in the United States.
3. GLD - Gold Price
4. USO - United States Oil Fund
5. SLV - Silver Price
6. EUR/USD - currency pair quotation of the Euro against the US

Content

This dataset contains historical data saved from Oanda Brokerage. The columns represent the Bid and Ask price for every minute / hour. There are also news downloaded form Investing.com. These can be used to forecast the trend of the Forex market with machine learning techniques.

Acknowledgements

The data is downloaded from Quantconnect.com. If they have any concerns, I will remove it instantly.

Inspiration

The reason I am sharing this dataset is because I struggled so much to find good quality data which is large enough to train trading algorithms. Feel free to use this dataset in your kernels.

This dataset contains daily financial data from 2015 to 2025, including gold prices and related market indicators. It includes the following fields: date – trading date SPX – S&P 500 index value GLD – gold price ISO – international stock index SLV – silver price EUR/USD – USD exchange rate The dataset can be useful for time-series analysis, forecasting, and studying correlations between gold and global markets.

The official currency of Austria is the Euro. Euro Exchange Rate - EUR/USD - Austria - values, historical data, forecasts and news - updated on December of 2025.

The euro to Swiss franc exchange rate history suggests the currencies remained nearly unchanged since the summer of 2020. As of November 4, 2025, one euro was 0.93 Swiss francs. Between 2002 and 2007, the average annual exchange rate of the euro to the Swiss franc noted an increase. In 2007, for instance, one euro could buy over 1.6 Swiss francs. By 2021, this value had decreased to a value of roughly 1.1. Nevertheless, this was not the lowest point, as the exchange rate was its lowest in May 2015.

This dataset contains 927 cleaned records of Forex market data for three currency pairs: EUR/USD, GBP/USD, and USD/JPY. It includes both raw market prices and computed technical indicators, making it ideal for algorithmic trading research, quantitative analysis, and machine learning applications in finance.

The data was originally collected via a live Forex data pipeline pulling from Twelve Data API and enriched with:

Exponential Moving Averages (EMA 10 & EMA 50)

Relative Strength Index (RSI) and RSI Category

Average True Range (ATR)

Support & Resistance Levels

Price Change calculations

This cleaned version removes incomplete rows and ensures proper formatting for analysis.

This dataset contains +400 numerical and categorical features, mainly technical indicators and a lot of custom made indicators. The target is to classify the last binary variable (up trend or down trend). Good classification will lead to better trading entries (short and long positions).

The official currency of Germany is the Euro. Euro Exchange Rate - EUR/USD - Germany - values, historical data, forecasts and news - updated on December of 2025.

A comprehensive dataset for WTI crude oil price prediction, combining key economic indicators and oil industry metrics from 2005-2024. Features include: - EUR/USD exchange rates - Oil inventory levels - Production volumes - Rig counts - Inflation rates - Technical indicators (rolling averages)

Data sourced from EIA and FRED APIs, processed and engineered for time series forecasting. Ideal for price prediction models and market analysis.

Dataset prepared with proper cleaning and feature engineering.

1. Size: 3,904 rows × 47 columns
2. Content: The dataset contains financial market data related to gold price prediction. It includes:
3. Stock market indices (S&P 500, Nasdaq)
4. Precious metal prices (Gold, Silver, Platinum, Palladium)
5. Economic indicators (Interest rates, GDP, CPI)
6. Foreign exchange rates (USD/CHF, EUR/USD)

Oil price data Usage: Suitable for gold price regression analysis, financial forecasting, and market trend analysis.

The official currency of France is the Euro. Euro Exchange Rate - EUR/USD - France - values, historical data, forecasts and news - updated on December of 2025.