📝 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.

📅 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.

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.

Extracted economic calendar data from 23-01-2013 to 15-05-2023 from all countries.

Columns - date (d-m-y h:m:s) - title of the economic indicator - country from which data originate - indicator name - commentary on the change in value - actual value - previous value - forecast value for the next month - importance of the value

content

This dataset records world economic events on a calendar basis. Date, time, country/zone, currency, event name, importance level, and actual/predicted/previous economic values (if available) are among the details that are included in each row, which represents a single event. Columns such as id, date, time, zone, currency, importance, event, actual, forecast, and prior are included in the dataset. These areas aid in monitoring market-moving announcements, national public events and holidays, and economic indicators.

context

Financial analysis, forecasting, and comprehending the impact of world events on markets and currencies may all be done with this dataset. These economic calendars are used by traders, economists, and data analysts to examine how significant announcements (such as interest rates, inflation figures, and holidays) affect market activity. Time-series forecasting models, market reaction studies, and EDA initiatives that investigate the connections between financial patterns and economic events can all benefit from its support.

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.

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

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

Foreign Exchange Reserves in Costa Rica increased to 16075 USD Million in October from 15783.50 USD Million in September of 2025. This dataset provides - Costa Rica Foreign Exchange Reserves - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Peru BCRP Forecast: Exchange Rate against US$: Financial Entities: Current Calendar Year data was reported at 3.330 PEN/USD in Oct 2018. This records an increase from the previous number of 3.300 PEN/USD for Sep 2018. Peru BCRP Forecast: Exchange Rate against US$: Financial Entities: Current Calendar Year data is updated monthly, averaging 3.260 PEN/USD from Jan 1999 (Median) to Oct 2018, with 231 observations. The data reached an all-time high of 3.780 PEN/USD in Jan 2000 and a record low of 2.500 PEN/USD in Feb 2013. Peru BCRP Forecast: Exchange Rate against US$: Financial Entities: Current 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 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.

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

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

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

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 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 Hong Kong represent the stockpile of foreign currencies held by the Hong Kong Monetary Authority (HKMA) to support the local currency, manage exchange rates, and maintain financial stability.-2025-10-08

Foreign Exchange Reserves in Indonesia represent the country's holdings of foreign currencies, gold, and other international assets, which are used to manage the exchange rate and ensure financial stability.-2025-12-04

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.

Foreign Exchange Reserves in Indonesia represent the country's holdings of foreign currencies, gold, and other international assets, which are used to manage the exchange rate and ensure financial stability.-2025-07-06