📝 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.

The Economic Indicator Service (EIS) aims to deliver economic content to financial institutions on both buy and sell-side and service providers. This new service currently covers 34,351 recurring macro-economic indicators from 135 countries ( as of December 16, 2019 ) such as GDP data, unemployment releases, PMI numbers etc.

Economic Indicator Service gathers the major economic events from a variety of regions and countries around the globe and provides an Economic Events Data feed and Economic Calendar service to our clients. This service includes all previous historic data on economic indicators that are currently available on the database.

Depending on availability, information regarding economic indicators, including the details of the issuing agency as well as historical data series can be made accessible for the client. Key information about EIS: • Cloud-based service for Live Calendar – delivered via HTML/JavaScript application formats, which can then be embedded onto any website using iFrames • Alternatives methods available – such as API and JSON feed for the economic calendar that can be integrated into the company’s system • Live data – updated 24/5, immediately after the data has been released • Historical data – includes a feed of all previous economic indicators available We are currently adding additional indicators/countries from Africa as well as expanding our coverage of Indicators in G20. The calendar includes the following. • Recurring & Non-recurring indicators covering 136 countries across 21 regions. • Indicators showing high, medium, and low impact data. • Indicators showing actual, previous, and forecast data. • Indicators can be filtered across 16 subtypes. • News generation for selected high-impact data. • Indicator description and historical data up to the latest eight historical points with a chart.

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.

The Gross Domestic Product (GDP) in the United States expanded 3.80 percent in the second quarter of 2025 over the previous quarter. This dataset provides the latest reported value for - United States GDP Growth Rate - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Producer Prices in the United States increased to 149.78 points in September from 149.32 points in August of 2025. This dataset provides the latest reported value for - United States Producer Prices - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Brazil ME: Exchange Rate: Current Calendar Year: Median data was reported at 5.900 USD/BRL in Mar 2025. This records a decrease from the previous number of 5.986 USD/BRL for Feb 2025. Brazil ME: Exchange Rate: Current Calendar Year: Median data is updated monthly, averaging 5.200 USD/BRL from Feb 2021 (Median) to Mar 2025, with 50 observations. The data reached an all-time high of 6.000 USD/BRL in Jan 2025 and a record low of 4.905 USD/BRL in Jul 2023. Brazil ME: Exchange Rate: Current Calendar Year: Median data remains active status in CEIC and is reported by Central Bank of Brazil. The data is categorized under Global Database’s Brazil – Table BR.SD022: Market Expectation: Exchange Rate.

Factory Orders in the United States increased 1.40 percent in August of 2025 over the previous month. This dataset provides the latest reported value for - United States Factory Orders - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Foreign Direct Investment: Inflow: Calander Year: Year to Date: USD: Jharkhand data was reported at 0.060 USD mn in Dec 2024. This records an increase from the previous number of 0.050 USD mn for Sep 2024. Foreign Direct Investment: Inflow: Calander Year: Year to Date: USD: Jharkhand data is updated quarterly, averaging 6.014 USD mn from Dec 2019 (Median) to Dec 2024, with 21 observations. The data reached an all-time high of 2.644 USD bn in Dec 2020 and a record low of 0.010 USD mn in Mar 2021. Foreign Direct Investment: Inflow: Calander Year: Year to Date: USD: Jharkhand data remains active status in CEIC and is reported by Department for Promotion of Industry and Internal Trade. The data is categorized under India Premium Database’s Investment – Table IN.OA025: Foreign Direct Investment Inflow: Calendar Year: ytd: by State: USD.

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.

India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Costa Rica data was reported at 0.010 USD mn in Dec 2015. This stayed constant from the previous number of 0.010 USD mn for Sep 2015. India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Costa Rica data is updated quarterly, averaging 0.030 USD mn from Mar 2014 (Median) to Dec 2015, with 7 observations. The data reached an all-time high of 0.030 USD mn in Dec 2014 and a record low of 0.010 USD mn in Dec 2015. India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Costa Rica data remains active status in CEIC and is reported by Department of Industrial Policy and Promotion. The data is categorized under India Premium Database’s Investment – Table IN.OA017: Foreign Direct Investment Inflow: Calendar Year: ytd: by Country: USD.

Foreign Direct Investment: Inflow: Calander Year: Year to Date: USD: Dadra and Nagar Haveli data was reported at 2.950 USD mn in Dec 2020. This stayed constant from the previous number of 2.950 USD mn for Sep 2020. Foreign Direct Investment: Inflow: Calander Year: Year to Date: USD: Dadra and Nagar Haveli data is updated quarterly, averaging 2.930 USD mn from Dec 2019 (Median) to Dec 2020, with 5 observations. The data reached an all-time high of 2.950 USD mn in Dec 2020 and a record low of 0.000 USD mn in Dec 2019. Foreign Direct Investment: Inflow: Calander Year: Year to Date: USD: Dadra and Nagar Haveli data remains active status in CEIC and is reported by Department for Promotion of Industry and Internal Trade. The data is categorized under India Premium Database’s Investment – Table IN.OA025: Foreign Direct Investment Inflow: Calendar Year: ytd: by State: USD.

Foreign Direct Investment: Inflow: Calander Year: Year to Date: USD: Delhi data was reported at 7.175 USD bn in Dec 2024. This records an increase from the previous number of 5.926 USD bn for Sep 2024. Foreign Direct Investment: Inflow: Calander Year: Year to Date: USD: Delhi data is updated quarterly, averaging 4.136 USD bn from Dec 2019 (Median) to Dec 2024, with 21 observations. The data reached an all-time high of 7.907 USD bn in Dec 2022 and a record low of 1.251 USD bn in Mar 2021. Foreign Direct Investment: Inflow: Calander Year: Year to Date: USD: Delhi data remains active status in CEIC and is reported by Department for Promotion of Industry and Internal Trade. The data is categorized under India Premium Database’s Investment – Table IN.OA025: Foreign Direct Investment Inflow: Calendar Year: ytd: by State: USD.

India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Muscat data was reported at 0.010 USD mn in Dec 2014. This records a decrease from the previous number of 0.200 USD mn for Mar 2006. India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Muscat data is updated quarterly, averaging 0.105 USD mn from Mar 2006 (Median) to Dec 2014, with 2 observations. The data reached an all-time high of 0.200 USD mn in Mar 2006 and a record low of 0.010 USD mn in Dec 2014. India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Muscat data remains active status in CEIC and is reported by Department of Industrial Policy and Promotion. The data is categorized under India Premium Database’s Investment – Table IN.OA017: Foreign Direct Investment Inflow: Calendar Year: ytd: by Country: USD.

Money Supply M2 in the United States increased to 22298.10 USD Billion in October from 22212.50 USD Billion in September of 2025. This dataset provides - United States Money Supply M2 - actual values, historical data, forecast, chart, statistics, economic calendar and news.

India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Iran data was reported at 0.430 USD mn in Dec 2016. This stayed constant from the previous number of 0.430 USD mn for Sep 2016. India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Iran data is updated quarterly, averaging 0.430 USD mn from Mar 2007 (Median) to Dec 2016, with 11 observations. The data reached an all-time high of 0.460 USD mn in Dec 2014 and a record low of 0.020 USD mn in Mar 2007. India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Iran data remains active status in CEIC and is reported by Department of Industrial Policy and Promotion. The data is categorized under India Premium Database’s Investment – Table IN.OA017: Foreign Direct Investment Inflow: Calendar Year: ytd: by Country: USD.

Leading Economic Index the United States increased to 98.40 in August of 2025 over the same month in the previous year. This dataset provides the latest reported value for - United States Coincident Index - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Romania data was reported at 4.900 USD mn in Dec 2018. This records an increase from the previous number of 4.440 USD mn for Sep 2018. India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Romania data is updated quarterly, averaging 0.260 USD mn from Jun 2010 (Median) to Dec 2018, with 29 observations. The data reached an all-time high of 4.900 USD mn in Dec 2018 and a record low of 0.060 USD mn in Mar 2017. India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Romania data remains active status in CEIC and is reported by Department of Industrial Policy and Promotion. The data is categorized under India Premium Database’s Investment – Table IN.OA017: Foreign Direct Investment Inflow: Calendar Year: ytd: by Country: USD.

Industrial Production in the United States increased 0.90 percent in August of 2025 over the same month in the previous year. This dataset provides the latest reported value for - United States Industrial Production - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Service: Courier data was reported at 289.390 USD mn in Dec 2018. This records an increase from the previous number of 239.570 USD mn for Sep 2018. India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Service: Courier data is updated quarterly, averaging 29.950 USD mn from Mar 2010 (Median) to Dec 2018, with 32 observations. The data reached an all-time high of 352.720 USD mn in Dec 2017 and a record low of 0.010 USD mn in Sep 2012. India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Service: Courier data remains active status in CEIC and is reported by Department of Industrial Policy and Promotion. The data is categorized under India Premium Database’s Investment – Table IN.OA019: Foreign Direct Investment Inflow: Calendar Year: ytd: by Industry: USD.

India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Others data was reported at 4.342 USD bn in Dec 2018. This records an increase from the previous number of 3.356 USD bn for Sep 2018. India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Others data is updated quarterly, averaging 3.233 USD bn from Jun 2006 (Median) to Dec 2018, with 51 observations. The data reached an all-time high of 8.336 USD bn in Dec 2017 and a record low of 475.790 USD mn in Mar 2010. India Foreign Direct Investment: Inflow: Calendar Year: Year to Date: USD: Others data remains active status in CEIC and is reported by Department of Industrial Policy and Promotion. The data is categorized under India Premium Database’s Investment – Table IN.OA021: Foreign Direct Investment Inflow: Calendar Year: ytd: by States: USD.