Check EUR/USD forecast for today, tomorrow, this week, and next week. Discover the Euro vs. US dollar long-term trend for 2026 and 2027 to 2030.

The EUR/USD exchange rate fell to 1.1504 on March 27, 2026, down 0.17% from the previous session. Over the past month, the Euro US Dollar Exchange Rate - EUR/USD has weakened 1.57%, but it's up by 6.23% over the last 12 months. Euro US Dollar Exchange Rate - EUR/USD - values, historical data, forecasts and news - updated on March of 2026.

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.

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 1.18 USD recorded at the end of February 5, 2026. 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.

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 1.18 USD recorded at the end of February 23, 2026. 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.

Luxembourg STATEC Forecast: Foreign Exchange Rate: US Dollar data was reported at 1.180 USD/EUR in 2018. This records an increase from the previous number of 1.130 USD/EUR for 2017. Luxembourg STATEC Forecast: Foreign Exchange Rate: US Dollar data is updated yearly, averaging 1.155 USD/EUR from Dec 2017 (Median) to 2018, with 2 observations. The data reached an all-time high of 1.180 USD/EUR in 2018 and a record low of 1.130 USD/EUR in 2017. Luxembourg STATEC Forecast: Foreign Exchange Rate: US Dollar 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.

Euro and dollar currency data set along with movement indicator and fluctuation indicator information that can improve the model evaluation.

The Euro to Australian exchange rate history reveals a peak in March 2020 before declining well until mid-2022. Exchange rates fluctuate against each other constantly. As of February 5, 2026, the exchange rate was valued at 1.69 Australian dollars per euro. The rate at which one currency performs against another depends on the demand that it generates at any given time. Exchange rates are affected by several factors, including international trade, tourism, and geopolitical tensions.Euro gains strength against the Brexit PoundOne good example of geopolitical risks negatively impacting the strength of a currency is to look at the British Pound post Brexit referendum. The average annual exchange rate of the Euro to GBP increased significantly between 2015 and 2018.The Euro vs. the worldSince 2016, the euro has performed well against various other currencies. The Euro to U.S. dollar had seen its annual average exchange rate increase by 0.07 between 2016 and 2018, after slightly decreasing in 2019. Against the Indian Rupee, the Euro had performed even better, with the average annual exchange rate equaling 78.84 in 2019.

Luxembourg LU: Exchange Rate: USD per National Currency data was reported at 1.154 EUR/USD in 2027. This stayed constant from the previous number of 1.154 EUR/USD for 2026. Luxembourg LU: Exchange Rate: USD per National Currency data is updated yearly, averaging 1.169 EUR/USD from Dec 1960 (Median) to 2027, with 68 observations. The data reached an all-time high of 1.468 EUR/USD in 2008 and a record low of 0.683 EUR/USD in 1985. Luxembourg LU: Exchange Rate: USD per National Currency data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Luxembourg – Table LU.OECD.EO: Exchange Rate: Forecast: OECD Member: Annual. EXCH - Exchange rate, USD per national currency (1/EXCHUD)

The official currency of Ireland is the Euro. Euro Exchange Rate - EUR/USD - Ireland - values, historical data, forecasts and news - updated on March of 2026.

The official currency of Monaco is the Euro. EURO EXCHANGE RATE - EUR/USD - MONACO - values, historical data, forecasts and news - updated on March of 2026.

📈 EUR/USD Forex Price Prediction using LSTM

This notebook demonstrates how to build and train a Long Short-Term Memory (LSTM) model to predict EUR/USD Forex price movements.

Objective

The goal of this notebook is to forecast the future closing price of the EUR/USD currency pair using historical time series data. By applying deep learning (LSTM), we aim to capture sequential dependencies in forex data that traditional models often miss.

Workflow Overview

1. Data Loading & Preprocessing
2. Import historical EUR/USD price data (Open, High, Low, Close, Volume).
3. Perform data cleaning and handling of missing values.
4. Normalize/scale the price data for stable training.
5. Create time-series sequences (X: past n timesteps, y: next price).
6. Exploratory Data Analysis (EDA)
7. Visualize EUR/USD trends over time.
8. Plot candlestick charts for price patterns.
9. Analyze moving averages and volatility.
10. LSTM Model Development
11. Define an LSTM architecture for time series forecasting.
12. Use features like closing price (or OHLC if included).
13. Configure hyperparameters (window size, hidden units, dropout, epochs, batch size).
14. Model Training & Evaluation
15. Train the LSTM model on historical data.
16. Evaluate performance using RMSE, MAE, and R² Score.
17. Plot predicted vs. actual price curves to visualize accuracy.
18. Future Price Prediction
19. Use the trained model to predict future EUR/USD values.
20. Visualize trend forecasts.

Why LSTM?

Forex data is highly sequential and non-linear. LSTMs are well-suited because they: Capture long-term dependencies in time series. Handle noisy and volatile patterns better than traditional models. Adapt to non-stationary behavior in currency markets.

Applications

Automated forex trading systems. Risk management and hedging strategies. Trend analysis for financial research.

📊 Results

Predicted EUR/USD prices closely follow actual historical movements.

Demonstrated LSTM’s ability to capture short-term forex dynamics.

Monthly and long-term United States Exchange Rate data: historical series and analyst forecasts curated by FocusEconomics.

This market will resolve to “Yes” if the Investing.com high price (“H”) for any EUR/USD hourly candle for an hour on or before the listed end date (ET) is equal to or above the listed price. Otherwise, this market will resolve to “No”.

Data for a given candle will be considered finalized once the n

Prices for EURUSD Euro US Dollar including live quotes, historical charts and news. EURUSD Euro US Dollar was last updated by Trading Economics this March 28 of 2026.

Monthly and long-term Greece Exchange Rate (EUR per USD, eop) data: historical series and analyst forecasts curated by FocusEconomics.

Monthly and long-term Netherlands Exchange Rate (EUR per USD, eop) data: historical series and analyst forecasts curated by FocusEconomics.

The official currency of Lithuania is the Euro. Euro Exchange Rate - EUR/USD - Lithuania - values, historical data, forecasts and news - updated on March of 2026.

Context

Forex is the largest market in the world, predicting the movement of prices is not a simple task, this dataset pretends to be the gateway for people who want to conduct trading using machine learning.

Content

This dataset contains 4479 simulated winning transactions (real data, fictitious money) (3 years 201408-201708) with buy transactions (2771 operations 50.7%) and sell (2208 transactions, 49.3%), to generate this data a script of metatrader was used, operations were performed in time frame 4Hour and fixed stop loss and take profits of 50 pips (4 digits) were used to determine if the operation is winning. Each operation contains a set of classic technical indicators like rsi, mom, bb, emas, etc. (last 24 hours)

Acknowledgements

Thanks to Kaggle for giving me the opportunity to share my passion for machine learning. My profile: https://www.linkedin.com/in/rsx2010/

Inspiration

The problem of predicting price movement is reduced with this dataset to a classification problem:
"use the variables rsi1 to dayOfWeek to predict the type of correct operation to be performed (field=tipo)"
tipo = 0 ==> Operation buy
tipo= 1 ==> Operation = sell:

Good luck
Rodrigo Salas Vallet-Cendre.
rasvc@hotmail.com

Ireland IE: Exchange Rate: USD per National Currency data was reported at 1.154 EUR/USD in 2027. This stayed constant from the previous number of 1.154 EUR/USD for 2026. Ireland IE: Exchange Rate: USD per National Currency data is updated yearly, averaging 1.468 EUR/USD from Dec 1990 (Median) to 2027, with 38 observations. The data reached an all-time high of 1.468 EUR/USD in 2008 and a record low of 0.896 EUR/USD in 2001. Ireland IE: Exchange Rate: USD per National Currency data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Ireland – Table IE.OECD.EO: Exchange Rate: Forecast: OECD Member: Annual. EXCH - Exchange rate, USD per national currency (1/EXCHUD)