📅 Forex Factory Economic Calendar Dataset (2007-01-01 to 2025-04-07)

This dataset contains a comprehensive archive of macroeconomic calendar events sourced from Forex Factory, spanning from January 1, 2007 to April 7, 2025.Each row captures a specific event with detailed metadata including currency, event type, market impact level, reported values, and descriptive context.

  📦 Dataset Summary

Total timespan: 2007-01-01 → 2025-04-07
Format: CSV (UTF-8)
Timezone:… See the full description on the dataset page: https://huggingface.co/datasets/Ehsanrs2/Forex_Factory_Calendar.

📝 Description

This dataset contains over 400,000 macroeconomic events collected from global sources across more than 90 countries and regions, covering years 2020–2025. It mirrors professional economic calendars used by traders, economists, and analysts to track key economic indicators that move financial markets.

Each event includes its scheduled release time, geographical zone, currency, importance level, and actual, forecast, and previous values when available.

You can use this dataset for:

• 📈 Economic forecasting and sentiment analysis
• 💹 Financial market event-driven modeling
• 🧠 Machine learning applications on macroeconomic signals
• 🌍 Comparative studies of country-level indicators

📊 Dataset Structure

🌐 Coverage

• Zones: 90+ economies — including United States, Euro Zone, China, Japan, United Kingdom, India, Brazil, Australia, Türkiye, South Africa, and more.
• Currencies: USD, EUR, JPY, GBP, CNY, INR, and 50+ others.
• Time Period: ~2000 to 2025 (depending on data availability).
• Events Count: 409,234 records.

⚙️ Data Quality Notes

• Missing values in currency, importance, or actual columns occur mainly for minor or regional events.
• Times are reported as given in the source; some may represent local times.
• The dataset is cleaned and standardized for country and currency fields but can be further enriched with ISO country codes or UTC timestamps.

🧠 Example Use Cases

1. Market Volatility Forecasting: Use event importance and actual-vs-forecast deviations to predict short-term asset volatility.
2. Macroeconomic Trends: Track inflation or employment releases over time by country or region.
3. Event Sentiment Modeling: NLP on the event column for topic clustering (e.g., inflation vs. housing).
4. Calendar Effect Studies: Combine with asset price data (SPX, EURUSD, etc.) to measure event-driven reactions.

📦 File Info

• economic_calendar.csv

  • 409,234 rows
  • 10 columns
  • Size: ~31 MB

🏁 Tags

economics, macroeconomics, finance, forex, stock-market, forecasting, time-series, machine-learning, econometrics

🔗 Suggested License

If it’s scraped or aggregated from public calendars (like Investing.com), use: CC BY-NC-SA 4.0 — Attribution-NonCommercial-ShareAlike.

Introduction

Explore the archive of relevant economic information: relevant news on all indicators with explanations, data on past publications on the economy of the United States, Britain, Japan and other developed countries, volatility assessments and much more. For the construction of their forecast models, the use of in-depth training is optimal, with a learning model built on the basis of EU and Forex data. The economic calendar is an indispensable assistant for the trader.

ON THIS TOPIC Telegram : @Economic Calendar Investing Forex https://t.me/economic_calendar_forex_invest This channel will wake you up 5 minutes before important events of high volatility, as well as inform you of current data for monitoring from the investing economic calendar

Data set

The data set is created in the form of an CSV, Excel spreadsheet (two files 2011-2013, 2014-2019), which can be found at boot time. You can see the source of the data on the site https://www.investing.com/economic-calendar/

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1. column - Event date
2. column - Event time (time New York)
3. column - Country of the event
4. column - The degree of volatility (possible fluctuations in currency, indices, etc.) caused by this event
5. column - Description of the event
6. column - Evaluation of the event according to the actual data, which came out better than the forecast, worse or correspond to it
7. column - Data format (%, K x103, M x106, T x109)
8. column - Actual event data
9. column - Event forecast data
10. column - Previous data on this event (with comments if there were any interim changes).

Inspiration

1. Use the historical EU in conjunction with the Forex data (exchange rates, indices, metals, oil, stocks) to forecast subsequent Forex data in order to minimize investment risks (combine fundamental market analysis and technical).
2. Historical events of the EU used as a forecast of the subsequent (for example, the calculation of the probability of an increase in the rate of the Fed).
3. Investigate the impact of combinations of EC events on the degree of market volatility at different time periods.
4. To trace the main trends in the economies of the leading countries (for example, a decrease in the demand for unemployment benefits).
5. Use the EU calendar together with the news background archive for this time interval for a more accurate forecast.

Overview with Chart & Report: Foreign Exchange Reserves reflect the total value of Hong Kong's foreign reserves, securities, bank deposits, obligations, treasury bills, special drawing right and gold reserves. A higher than

Peru BCRP Forecast: Exchange Rate against US$: Economic Analysts: Next Calendar Year data was reported at 3.400 PEN/USD in Oct 2018. This records an increase from the previous number of 3.350 PEN/USD for Sep 2018. Peru BCRP Forecast: Exchange Rate against US$: Economic Analysts: Next Calendar Year data is updated monthly, averaging 3.270 PEN/USD from Feb 2002 (Median) to Oct 2018, with 201 observations. The data reached an all-time high of 3.700 PEN/USD in Feb 2016 and a record low of 2.450 PEN/USD in Feb 2013. Peru BCRP Forecast: Exchange Rate against US$: Economic Analysts: Next Calendar Year data remains active status in CEIC and is reported by Central Reserve Bank of Peru. The data is categorized under Global Database’s Peru – Table PE.M010: Foreign Exchange Rate: Forecast: Central Reserve Bank of Peru.

Foreign Exchange Reserves in Sao Tome And Principe decreased to 175.26 STN Million in September from 221.73 STN Million in August of 2025. This dataset provides - Sao Tome And Principe Foreign Exchange Reserves- actual values, historical data, forecast, chart, statistics, economic calendar and news.

Overview with Chart & Report: Foreign Exchange Flows reflect the amount of capital received from foreign investors. Capital inflows contribute to Brazil's economy development and thus a higher than expected reading is seen as

Bolivia Economic Forecast Survey: Exchange Rate: Next Calendar Year: Average data was reported at 10.240 USD/BOB in Feb 2025. This records an increase from the previous number of 9.260 USD/BOB for Jan 2025. Bolivia Economic Forecast Survey: Exchange Rate: Next Calendar Year: Average data is updated monthly, averaging 7.180 USD/BOB from Jan 2006 (Median) to Feb 2025, with 200 observations. The data reached an all-time high of 10.240 USD/BOB in Feb 2025 and a record low of 6.660 USD/BOB in Jun 2008. Bolivia Economic Forecast Survey: Exchange Rate: Next Calendar Year: Average data remains active status in CEIC and is reported by Central Bank of Bolivia. The data is categorized under Global Database’s Bolivia – Table BO.M010: Foreign Exchange: Forecast.

Foreign Exchange Reserves in Ecuador increased to 9324.80 USD Million in October from 8322.40 USD Million in September of 2025. This dataset provides - Ecuador Foreign Exchange Reserves - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Overview with Chart & Report: Switzerland Foreign Currency Reserves reflect reserves in the foreign currency held by Swiss National Bank. The reserves include bank deposits, bonds, treasury bills and other securities issued by

Foreign Exchange Reserves in India decreased to 688100 USD Million in November 21 from 692580 USD Million in the previous week. This dataset provides the latest reported value for - India Foreign Exchange Reserves - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Overview with Chart & Report: Foreign Exchange Reserves reflect the total value of South Korea's foreign reserves, securities, bank deposits, obligations, treasury bills, special drawing right and gold reserves. The indicator

Foreign Exchange Reserves in China refer to the country's holdings of foreign currencies and other reserve assets, which are used to back liabilities and influence monetary policy.-2025-09-06

Foreign Exchange Reserves in Cape Verde increased to 103905.10 CVE Million in September from 103433.70 CVE Million in August of 2025. This dataset provides - Cape Verde Foreign Exchange Reserves - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Uruguay BCU Forecast: Exchange Rate against US$: Standard Deviation: Current Calendar Year data was reported at 0.380 UYU/USD in Jul 2018. This records a decrease from the previous number of 0.420 UYU/USD for Jun 2018. Uruguay BCU Forecast: Exchange Rate against US$: Standard Deviation: Current Calendar Year data is updated monthly, averaging 0.430 UYU/USD from Jun 2005 (Median) to Jul 2018, with 154 observations. The data reached an all-time high of 1.570 UYU/USD in Jul 2016 and a record low of 0.060 UYU/USD in Dec 2006. Uruguay BCU Forecast: Exchange Rate against US$: Standard Deviation: Current Calendar Year data remains active status in CEIC and is reported by Central Bank of Uruguay. The data is categorized under Global Database’s Uruguay – Table UY.M006: Foreign Exchange Rate: Forecast: Central Bank of Uruguay.

Foreign Exchange Reserves in China refer to the country's holdings of foreign currencies and other reserve assets, which are used to back liabilities and influence monetary policy.-2024-07-06

Foreign Exchange Reserves in China increased to 3343000 USD Million in October from 3339000 USD Million in September of 2025. This dataset provides - China Foreign Exchange Reserves - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Foreign Exchange Reserves in Singapore refer to the country's holdings of foreign currencies, gold, and other international assets, managed by the Monetary Authority of Singapore.-2025-12-08

Foreign Exchange Reserves in Singapore refer to the country's holdings of foreign currencies, gold, and other international assets, managed by the Monetary Authority of Singapore.

Overview with Chart & Report: Foreign Exchange Reserves reflect the total amount of foreign currency held by the People's Bank of China. Foreign exchange reserves include foreign banknotes, bank deposits, bonds, treasury bills