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New Zealand ANZ Forecast: Foreign Exchange Rate: United States Dollar: Annual data was reported at 0.640 NZD/USD in 2025. This records an increase from the previous number of 0.630 NZD/USD for 2024. New Zealand ANZ Forecast: Foreign Exchange Rate: United States Dollar: Annual data is updated yearly, averaging 0.645 NZD/USD from Dec 2018 (Median) to 2025, with 8 observations. The data reached an all-time high of 0.680 NZD/USD in 2021 and a record low of 0.590 NZD/USD in 2023. New Zealand ANZ Forecast: Foreign Exchange Rate: United States Dollar: Annual data remains active status in CEIC and is reported by ANZ Bank New Zealand. The data is categorized under Global Database’s New Zealand – Table NZ.M017: Foreign Exchange Rate: Forecast: ANZ Bank Ltd.
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The USD/CAD exchange rate rose to 1.3658 on June 27, 2025, up 0.12% from the previous session. Over the past month, the Canadian Dollar has strengthened 1.29%, and is up by 0.15% over the last 12 months. Canadian Dollar - values, historical data, forecasts and news - updated on June of 2025.
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Singapore MAS Forecast: Exchange Rate: Maximum data was reported at 1.900 SGD/USD in Dec 2018. This records an increase from the previous number of 1.390 SGD/USD for Sep 2018. Singapore MAS Forecast: Exchange Rate: Maximum data is updated quarterly, averaging 1.500 SGD/USD from Dec 1999 (Median) to Dec 2018, with 77 observations. The data reached an all-time high of 2.000 SGD/USD in Mar 2001 and a record low of 1.200 SGD/USD in Mar 2013. Singapore MAS Forecast: Exchange Rate: Maximum data remains active status in CEIC and is reported by Monetary Authority of Singapore. The data is categorized under Global Database’s Singapore – Table SG.M007: Foreign Exchange Rate: Forecast: Monetary Authority of Singapore: Survey of Professional Forecasters.
A graphic that displays the dollar performance against other currencies reveals that economic developments had mixed results on currency exchanges. The third quarter of 2023 marked a period of disinflation in the euro area, while China's projected growth was projected to go up. The United States economy was said to have a relatively strong performance in Q3 2023, although growing capital market interest rate and the resumption of student loan repayments might dampen this growth at the end of 2023. A relatively weak Japanese yen Q3 2023 saw pressure from investors towards Japanese authorities on how they would respond to the situation surrounding the Japanese yen. The USD/JPY rate was close to ***, whereas analysts suspected it should be around ** given the country's purchase power parity. The main reason for this disparity is said to be the differences in central bank interest rates between the United States, the euro area, and Japan. Any future aggressive changes from, especially the U.S. Fed might lower those differences. Financial markets responded somewhat disappoint when Japan did not announce major plans to tackle the situation. Potential rent decreases in 2024 Central bank rates peak in 2023, although it is expected that some of these will decline in early 2024. That said, analysts expect overall policies will remain restrictive. For example, the Bank of England's interest rate remained unchanged at **** percent in Q3 2023. It is believed the United Kingdom's central bank will ease its interest rate in 2024 but less than either the U.S. Fed or the European Central Bank. This should be a positive development for the pound compared to either the euro or the dollar.
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BDM Forecast: Exchange Rate against US$: Average: Plus 3 Years data was reported at 20.610 MXN/USD in Dec 2018. This records an increase from the previous number of 18.520 MXN/USD for Dec 2017. BDM Forecast: Exchange Rate against US$: Average: Plus 3 Years data is updated monthly, averaging 20.160 MXN/USD from Dec 2016 (Median) to Dec 2018, with 3 observations. The data reached an all-time high of 20.610 MXN/USD in Dec 2018 and a record low of 18.520 MXN/USD in Dec 2017. BDM Forecast: Exchange Rate against US$: Average: Plus 3 Years data remains active status in CEIC and is reported by Bank of Mexico. The data is categorized under Global Database’s Mexico – Table MX.M006: Foreign Exchange Rates: Forecast.
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The benchmark interest rate in the United States was last recorded at 4.50 percent. This dataset provides the latest reported value for - United States Fed Funds Rate - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.
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Graph and download economic data for Canadian Dollars to U.S. Dollar Spot Exchange Rate (DEXCAUS) from 1971-01-04 to 2025-06-20 about Canada, exchange rate, currency, rate, and USA.
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Interactive historical chart showing the daily British Pound - U.S. Dollar (GBPUSD) exchange rate back to 1971.
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The USD/SGD exchange rate rose to 1.2756 on June 27, 2025, up 0.03% from the previous session. Over the past month, the Singapore Dollar has strengthened 1.06%, and is up by 5.93% over the last 12 months. Singapore Dollar - values, historical data, forecasts and news - updated on June of 2025.
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Uruguay BCU Forecast: Exchange Rate against US$: Average: Next 12 Month data was reported at 34.860 UYU/USD in Nov 2018. This records a decrease from the previous number of 35.040 UYU/USD for Oct 2018. Uruguay BCU Forecast: Exchange Rate against US$: Average: Next 12 Month data is updated monthly, averaging 24.390 UYU/USD from Jun 2005 (Median) to Nov 2018, with 161 observations. The data reached an all-time high of 36.660 UYU/USD in Mar 2016 and a record low of 18.810 UYU/USD in Jun 2011. Uruguay BCU Forecast: Exchange Rate against US$: Average: Next 12 Month 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.
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Mexico BDM Forecast: Exchange Rate against US$: Average: Plus 12 Months data was reported at 19.940 MXN/USD in Mar 2019. This records a decrease from the previous number of 20.020 MXN/USD for Feb 2019. Mexico BDM Forecast: Exchange Rate against US$: Average: Plus 12 Months data is updated monthly, averaging 12.920 MXN/USD from Dec 1999 (Median) to Mar 2019, with 155 observations. The data reached an all-time high of 21.470 MXN/USD in Jan 2017 and a record low of 9.940 MXN/USD in Dec 2001. Mexico BDM Forecast: Exchange Rate against US$: Average: Plus 12 Months data remains active status in CEIC and is reported by Bank of Mexico. The data is categorized under Global Database’s Mexico – Table MX.M006: Foreign Exchange Rates: Forecast.
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The USD/SEK exchange rate fell to 9.4851 on June 27, 2025, down 0.21% from the previous session. Over the past month, the Swedish Krona has strengthened 1.75%, and is up by 10.46% over the last 12 months. Swedish Krona - values, historical data, forecasts and news - updated on June of 2025.
In December 2024, the yield on a 10-year U.S. Treasury note was **** percent, forecasted to decrease to reach **** percent by August 2025. Treasury securities are debt instruments used by the government to finance the national debt. Who owns treasury notes? Because the U.S. treasury notes are generally assumed to be a risk-free investment, they are often used by large financial institutions as collateral. Because of this, billions of dollars in treasury securities are traded daily. Other countries also hold U.S. treasury securities, as do U.S. households. Investors and institutions accept the relatively low interest rate because the U.S. Treasury guarantees the investment. Looking into the future Because these notes are so commonly traded, their interest rate also serves as a signal about the market’s expectations of future growth. When markets expect the economy to grow, forecasts for treasury notes will reflect that in a higher interest rate. In fact, one harbinger of recession is an inverted yield curve, when the return on 3-month treasury bills is higher than the ten-year rate. While this does not always lead to a recession, it certainly signals pessimism from financial markets.
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The foreign exchange (Forex) market is a global decentralized market for the trading of currencies. It is the largest financial market in the world, with an average daily trading volume of over $5 trillion. The market size is expected to reach $84 million by 2033, growing at a CAGR of 5.83% during the forecast period 2025-2033. Key drivers of the Forex market growth include increasing international trade, rising foreign direct investment, and growing demand for hedging and speculation. The market is also being driven by the increasing use of online trading platforms and the growing popularity of cryptocurrencies. The major players in the Forex market include Deutsche Bank, UBS, JP Morgan, State Street, XTX Markets, Jump Trading, Citi, Bank of New York Mellon, Bank America, and Goldman Sachs. The market is segmented by type (spot Forex, currency swap, outright forward, Forex swaps, Forex options, other types), counterparty (reporting dealers, other financial institutions, non-financial customers), and region (North America, South America, Europe, Middle East & Africa, Asia Pacific). Recent developments include: In November 2023, JP Morgan revealed the introduction of novel FX Warrants denominated in Hong Kong dollars in the Hong Kong market, marking its status as the inaugural issuer in Asia to present FX Warrants featuring CNH/HKD (Chinese Renminbi traded outside Mainland China/Hong Kong dollar) and JPY/HKD (Japanese Yen/Hong Kong dollar) as underlying currency pairs. These fresh FX Warrants are set to commence trading on the Hong Kong Stock Exchange., In October 2023, Deutsche Bank AG finalized its purchase of Numis Corporation Plc. The integration of both brands under the name 'Deutsche Numis' underscores their collective influence and standing in the UK and global markets. 'Deutsche Numis' emerges as a prominent entity in UK investment banking and the preferred advisor for UK-listed companies. This acquisition aligns with Deutsche Bank's Global Hausbank strategy, aiming to become the primary partner for clients in financial services and fostering stronger relationships with corporations throughout the United Kingdom., In June 2023, UBS successfully finalized the acquisition of Credit Suisse, marking a significant achievement. Credit Suisse Group AG has merged into UBS Group AG, forming a unified banking entity.. Key drivers for this market are: International Transactions Driven by Growing Tourism Driving Market Demand, Market Liquidity Impacting the Foreign Exchange Market. Potential restraints include: International Transactions Driven by Growing Tourism Driving Market Demand, Market Liquidity Impacting the Foreign Exchange Market. Notable trends are: FX Swaps is leading the market.
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Bitcoin is the most well-known longest-running cryptocurrency, released initially as an open source in 2009 by Satoshi Nakamoto. Bitcoin is a decentralized medium of digital exchange, with transactions recorded and verified in a public distributed ledger (the blockchain) without the need for a record-keeping authority or central intermediary.
Transaction blocks contain an SHA-256 cryptographic hash of previous transaction blocks and are thus "chained" together, serving as an immutable record of all transactions that have ever occurred. As with any currency/commodity on the market, bitcoin trading and financial instruments soon followed the public adoption of bitcoin and continue to grow. Included here are historical bitcoin market data at 1-min intervals for select bitcoin exchanges where trading takes place. Happy (data) mining!
Features | Description |
---|---|
Date | Date of trading |
Currency | Contains Bitcoin name |
Closing Price | Contains closing exchange rate |
24 open | Contains opening exchange rate on day basis |
24 high | Contains information when the price was high on day basis |
24 low | Contains information when the price was low on day basis |
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This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.
Historical daily stock prices (open, high, low, close, volume)
Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)
Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)
Feature engineering based on financial data and technical indicators
Sentiment analysis data from social media and news articles
Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)
Stock price prediction
Portfolio optimization
Algorithmic trading
Market sentiment analysis
Risk management
Researchers investigating the effectiveness of machine learning in stock market prediction
Analysts developing quantitative trading Buy/Sell strategies
Individuals interested in building their own stock market prediction models
Students learning about machine learning and financial applications
The dataset may include different levels of granularity (e.g., daily, hourly)
Data cleaning and preprocessing are essential before model training
Regular updates are recommended to maintain the accuracy and relevance of the data
The inflation rate in the United States is expected to decrease to 2.1 percent by 2029. 2022 saw a year of exceptionally high inflation, reaching eight percent for the year. The data represents U.S. city averages. The base period was 1982-84. In economics, the inflation rate is a measurement of inflation, the rate of increase of a price index (in this case: consumer price index). It is the percentage rate of change in prices level over time. The rate of decrease in the purchasing power of money is approximately equal. According to the forecast, prices will increase by 2.9 percent in 2024. The annual inflation rate for previous years can be found here and the consumer price index for all urban consumers here. The monthly inflation rate for the United States can also be accessed here. Inflation in the U.S.Inflation is a term used to describe a general rise in the price of goods and services in an economy over a given period of time. Inflation in the United States is calculated using the consumer price index (CPI). The consumer price index is a measure of change in the price level of a preselected market basket of consumer goods and services purchased by households. This forecast of U.S. inflation was prepared by the International Monetary Fund. They project that inflation will stay higher than average throughout 2023, followed by a decrease to around roughly two percent annual rise in the general level of prices until 2028. Considering the annual inflation rate in the United States in 2021, a two percent inflation rate is a very moderate projection. The 2022 spike in inflation in the United States and worldwide is due to a variety of factors that have put constraints on various aspects of the economy. These factors include COVID-19 pandemic spending and supply-chain constraints, disruptions due to the war in Ukraine, and pandemic related changes in the labor force. Although the moderate inflation of prices between two and three percent is considered normal in a modern economy, countries’ central banks try to prevent severe inflation and deflation to keep the growth of prices to a minimum. Severe inflation is considered dangerous to a country’s economy because it can rapidly diminish the population’s purchasing power and thus damage the GDP .
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This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.
Historical daily stock prices (open, high, low, close, volume)
Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)
Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)
Feature engineering based on financial data and technical indicators
Sentiment analysis data from social media and news articles
Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)
Stock price prediction
Portfolio optimization
Algorithmic trading
Market sentiment analysis
Risk management
Researchers investigating the effectiveness of machine learning in stock market prediction
Analysts developing quantitative trading Buy/Sell strategies
Individuals interested in building their own stock market prediction models
Students learning about machine learning and financial applications
The dataset may include different levels of granularity (e.g., daily, hourly)
Data cleaning and preprocessing are essential before model training
Regular updates are recommended to maintain the accuracy and relevance of the data
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The USD/PKR exchange rate rose to 283.6750 on June 27, 2025, up 0.01% from the previous session. Over the past month, the Pakistan Rupee has weakened 0.33%, and is down by 1.93% over the last 12 months. Pakistan Rupee - values, historical data, forecasts and news - updated on June of 2025.
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The USD/COP exchange rate rose to 4,088.2500 on June 27, 2025, up 1.06% from the previous session. Over the past month, the Colombian Peso has strengthened 0.90%, and is up by 1.49% over the last 12 months. Colombian Peso - values, historical data, forecasts and news - updated on June of 2025.
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New Zealand ANZ Forecast: Foreign Exchange Rate: United States Dollar: Annual data was reported at 0.640 NZD/USD in 2025. This records an increase from the previous number of 0.630 NZD/USD for 2024. New Zealand ANZ Forecast: Foreign Exchange Rate: United States Dollar: Annual data is updated yearly, averaging 0.645 NZD/USD from Dec 2018 (Median) to 2025, with 8 observations. The data reached an all-time high of 0.680 NZD/USD in 2021 and a record low of 0.590 NZD/USD in 2023. New Zealand ANZ Forecast: Foreign Exchange Rate: United States Dollar: Annual data remains active status in CEIC and is reported by ANZ Bank New Zealand. The data is categorized under Global Database’s New Zealand – Table NZ.M017: Foreign Exchange Rate: Forecast: ANZ Bank Ltd.