📝 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

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

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 amount of foreign currency held by the People's Bank of China. Foreign exchange reserves include foreign banknotes, bank deposits, bonds, treasury bills

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.

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

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.

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.

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

Uruguay BCU Forecast: Exchange Rate against US$: Median: Next Calendar Year data was reported at 34.500 UYU/USD in Jul 2018. This records a decrease from the previous number of 34.900 UYU/USD for Jun 2018. Uruguay BCU Forecast: Exchange Rate against US$: Median: Next Calendar Year data is updated monthly, averaging 24.380 UYU/USD from Dec 2006 (Median) to Jul 2018, with 138 observations. The data reached an all-time high of 39.000 UYU/USD in Mar 2016 and a record low of 18.140 UYU/USD in Jun 2011. Uruguay BCU Forecast: Exchange Rate against US$: Median: Next 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.

Uruguay BCU Forecast: Exchange Rate against US$: Average: Next Calendar Year data was reported at 35.430 UYU/USD in Nov 2018. This records a decrease from the previous number of 35.790 UYU/USD for Oct 2018. Uruguay BCU Forecast: Exchange Rate against US$: Average: Next Calendar Year data is updated monthly, averaging 24.555 UYU/USD from Dec 2006 (Median) to Nov 2018, with 142 observations. The data reached an all-time high of 39.630 UYU/USD in Jan 2016 and a record low of 19.270 UYU/USD in Aug 2008. Uruguay BCU Forecast: Exchange Rate against US$: Average: Next 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.

Uruguay BCU Forecast: Exchange Rate against US$: Average: Current Calendar Year data was reported at 32.870 UYU/USD in Nov 2018. This records a decrease from the previous number of 33.290 UYU/USD for Oct 2018. Uruguay BCU Forecast: Exchange Rate against US$: Average: Current Calendar Year data is updated monthly, averaging 23.985 UYU/USD from Jun 2005 (Median) to Nov 2018, with 158 observations. The data reached an all-time high of 36.060 UYU/USD in Mar 2016 and a record low of 18.430 UYU/USD in Jun 2011. Uruguay BCU Forecast: Exchange Rate against US$: Average: 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.

Peru BCRP Forecast: Exchange Rate against US$: Non Financial Companies: Next Calendar Year data was reported at 3.350 PEN/USD in Oct 2018. This stayed constant from the previous number of 3.350 PEN/USD for Sep 2018. Peru BCRP Forecast: Exchange Rate against US$: Non Financial Companies: Next Calendar Year data is updated monthly, averaging 3.300 PEN/USD from Sep 2001 (Median) to Oct 2018, with 205 observations. The data reached an all-time high of 3.750 PEN/USD in Oct 2002 and a record low of 2.520 PEN/USD in Jan 2013. Peru BCRP Forecast: Exchange Rate against US$: Non Financial Companies: 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.

BCB预测：兑美元汇率：平均：现行历年在02-01-2025达9.010USD/BOB，相较于01-01-2025的8.560USD/BOB有所增长。BCB预测：兑美元汇率：平均：现行历年数据按月更新，01-01-2006至02-01-2025期间平均值为6.980USD/BOB，共193份观测结果。该数据的历史最高值出现于02-01-2025，达9.010USD/BOB，而历史最低值则出现于05-01-2011，为6.840USD/BOB。CEIC提供的BCB预测：兑美元汇率：平均：现行历年数据处于定期更新的状态，数据来源于Banco Central de Bolivia，数据归类于全球数据库的玻利维亚 – Table BO.M010: Foreign Exchange: Forecast。

Gold fell to 4,199.97 USD/t.oz on December 2, 2025, down 0.75% from the previous day. Over the past month, Gold's price has risen 4.93%, and is up 58.92% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Gold - values, historical data, forecasts and news - updated on December of 2025.

Foreign Exchange Reserves in the United States increased to 39205 USD Million in September from 39161 USD Million in August of 2025. This dataset provides - United States Foreign Exchange Reserves - actual values, historical data, forecast, chart, statistics, economic calendar and news.

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.

Foreign Exchange Reserves in Bangladesh increased to 32335.20 USD Million in October from 31426.80 USD Million in September of 2025. This dataset provides - Bangladesh Foreign Exchange Reserves - actual values, historical data, forecast, chart, statistics, economic calendar and news.