This dataset contains news headlines relevant to key forex pairs: AUDUSD, EURCHF, EURUSD, GBPUSD, and USDJPY. The data was extracted from reputable platforms Forex Live and FXstreet over a period of 86 days, from January to May 2023. The dataset comprises 2,291 unique news headlines. Each headline includes an associated forex pair, timestamp, source, author, URL, and the corresponding article text. Data was collected using web scraping techniques executed via a custom service on a virtual machine. This service periodically retrieves the latest news for a specified forex pair (ticker) from each platform, parsing all available information. The collected data is then processed to extract details such as the article's timestamp, author, and URL. The URL is further used to retrieve the full text of each article. This data acquisition process repeats approximately every 15 minutes.

To ensure the reliability of the dataset, we manually annotated each headline for sentiment. Instead of solely focusing on the textual content, we ascertained sentiment based on the potential short-term impact of the headline on its corresponding forex pair. This method recognizes the currency market's acute sensitivity to economic news, which significantly influences many trading strategies. As such, this dataset could serve as an invaluable resource for fine-tuning sentiment analysis models in the financial realm.

We used three categories for annotation: 'positive', 'negative', and 'neutral', which correspond to bullish, bearish, and hold sentiments, respectively, for the forex pair linked to each headline. The following Table provides examples of annotated headlines along with brief explanations of the assigned sentiment.

Examples of Annotated Headlines


    Forex Pair
    Headline
    Sentiment
    Explanation




    GBPUSD 
    Diminishing bets for a move to 12400 
    Neutral
    Lack of strong sentiment in either direction


    GBPUSD 
    No reasons to dislike Cable in the very near term as long as the Dollar momentum remains soft 
    Positive
    Positive sentiment towards GBPUSD (Cable) in the near term


    GBPUSD 
    When are the UK jobs and how could they affect GBPUSD 
    Neutral
    Poses a question and does not express a clear sentiment


    JPYUSD
    Appropriate to continue monetary easing to achieve 2% inflation target with wage growth 
    Positive
    Monetary easing from Bank of Japan (BoJ) could lead to a weaker JPY in the short term due to increased money supply


    USDJPY
    Dollar rebounds despite US data. Yen gains amid lower yields 
    Neutral
    Since both the USD and JPY are gaining, the effects on the USDJPY forex pair might offset each other


    USDJPY
    USDJPY to reach 124 by Q4 as the likelihood of a BoJ policy shift should accelerate Yen gains 
    Negative
    USDJPY is expected to reach a lower value, with the USD losing value against the JPY


    AUDUSD

RBA Governor Lowe’s Testimony High inflation is damaging and corrosive

    Positive
    Reserve Bank of Australia (RBA) expresses concerns about inflation. Typically, central banks combat high inflation with higher interest rates, which could strengthen AUD.

Moreover, the dataset includes two columns with the predicted sentiment class and score as predicted by the FinBERT model. Specifically, the FinBERT model outputs a set of probabilities for each sentiment class (positive, negative, and neutral), representing the model's confidence in associating the input headline with each sentiment category. These probabilities are used to determine the predicted class and a sentiment score for each headline. The sentiment score is computed by subtracting the negative class probability from the positive one.

These files contain economic news and market data for Forex market and EUR/USD currency pair.

The Gross Domestic Product (GDP) in the United States was worth 29184.89 billion US dollars in 2024, according to official data from the World Bank. The GDP value of the United States represents 27.49 percent of the world economy. This dataset provides - United States GDP - actual values, historical data, forecast, chart, statistics, economic calendar and news.

The DXY exchange rate fell to 98.4660 on July 21, 2025, down 0.02% from the previous session. Over the past month, the United States Dollar has weakened 0.46%, and is down by 5.60% over the last 12 months. United States Dollar - values, historical data, forecasts and news - updated on July of 2025.

Spain Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data was reported at 90.800 USD mn in 2023. This records an increase from the previous number of 70.600 USD mn for 2022. Spain Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data is updated yearly, averaging 70.800 USD mn from Dec 2013 (Median) to 2023, with 11 observations. The data reached an all-time high of 91.800 USD mn in 2019 and a record low of 51.800 USD mn in 2014. Spain Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Spain – Table ES.OECD.TISP: Trade in Services: Imports: USD: by Services: OECD Member: Annual.

Luxembourg LU: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data was reported at 16.200 USD mn in 2023. This records an increase from the previous number of 13.700 USD mn for 2022. Luxembourg LU: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data is updated yearly, averaging 8.850 USD mn from Dec 2010 (Median) to 2023, with 14 observations. The data reached an all-time high of 16.200 USD mn in 2023 and a record low of 4.000 USD mn in 2010. Luxembourg LU: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Luxembourg – Table LU.OECD.TISP: Trade in Services: Imports: USD: by Services: OECD Member: Annual.

Spain Exports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data was reported at 8.700 USD mn in 2023. This records a decrease from the previous number of 15.800 USD mn for 2022. Spain Exports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data is updated yearly, averaging 13.700 USD mn from Dec 2014 (Median) to 2023, with 10 observations. The data reached an all-time high of 19.900 USD mn in 2014 and a record low of 6.900 USD mn in 2020. Spain Exports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Spain – Table ES.OECD.TISP: Trade in Services: Exports: USD: by Services: OECD Member: Annual.

Money Supply M0 in the United States decreased to 5648600 USD Million in May from 5732900 USD Million in April of 2025. This dataset provides - United States Money Supply M0 - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Analyst Viewpoint

The subscription economy is experiencing rapid expansion, particularly in digital content services, which continue to gain traction among consumers. North America, especially the U.S., is poised for steady growth, driven by a strong appetite for digital subscriptions.

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Finland FI: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data was reported at 22.700 USD mn in 2023. This records an increase from the previous number of 16.800 USD mn for 2022. Finland FI: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data is updated yearly, averaging 20.900 USD mn from Dec 2010 (Median) to 2023, with 14 observations. The data reached an all-time high of 29.900 USD mn in 2016 and a record low of 3.900 USD mn in 2012. Finland FI: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Finland – Table FI.OECD.TISP: Trade in Services: Imports: USD: by Services: OECD Member: Annual.

India Imports: USD: HS: 37061030: News Reels And Clippings Width Of 35Mm Or More data was reported at 0.000 USD mn in 2013. This stayed constant from the previous number of 0.000 USD mn for 2010. India Imports: USD: HS: 37061030: News Reels And Clippings Width Of 35Mm Or More data is updated yearly, averaging 0.000 USD mn from Mar 2009 (Median) to 2013, with 3 observations. The data reached an all-time high of 0.040 USD mn in 2009 and a record low of 0.000 USD mn in 2013. India Imports: USD: HS: 37061030: News Reels And Clippings Width Of 35Mm Or More data remains active status in CEIC and is reported by Ministry of Commerce and Industry. The data is categorized under India Premium Database’s Foreign Trade – Table IN.JBN005: Foreign Trade: Harmonized System 8 Digits: By Commodity: HS37: Photographic or Cinematographic Goods: Imports: USD.

Money Supply M2 in the United States increased to 21942 USD Billion in May from 21862.40 USD Billion in April of 2025. This dataset provides - United States Money Supply M2 - actual values, historical data, forecast, chart, statistics, economic calendar and news.

The statistic shows GDP per capita in the United Kingdom from 1987 to 2020, with projections up until 2030. In 2020, GDP per capita in the United Kingdom was at around 40,230.55 US dollars. The same year, the total UK population amounted to about 67.26 million people. The United Kingdom is among the leading countries in a world GDP ranking.Falling unemployment in a time of recessionGDP is a useful indicator when it comes to measuring the state of a nation’s economy. GDP is the market value of all final goods and services produced within a country in a given period of time, usually a year. GDP per capita equals exactly the GDI (gross domestic income) per capita and is not a measure of an individual’s personal income.As can be seen clearly in the statistic, gross domestic product (GDP) per capita in the United Kingdom is beginning to increase, albeit not to pre-recession levels. The UK is beginning to see signs of an economic recovery, though as of yet it remains unclear what sort of recovery this is. Questions have been raised as to whether the growth being seen is the right sort of growth for a well balanced recovery across the necessary sectors. An interesting oddity occurred in the United Kingdom for nine months in 2012, which saw a decreasing unemployment occurring at the same time as dip in nationwide economic productivity. This seems like good - if not unusual - news, but could be indicative of people entering part-time employment. It could also suggest that labor productivity is falling, meaning that the UK would be less competitive as a nation. The figures continue to rise, however, with an increase in employment in the private sector. With the rate of inflation in the UK impacting everyone’s daily lives, it is becoming increasingly difficult for vulnerable groups to maintain a decent standard of living.

Introduction

The North America Creator Economy Market is set for significant growth, expected to reach USD 331.4 billion by 2034, up from USD 55.8 billion in 2024. This expansion reflects a compound annual growth rate (CAGR) of 19.5% from 2025 to 2034. In 2024, the U.S. creator economy is valued at USD 50.9 billion, growing at a 19.3% CAGR. The rapid growth of this market can be attributed to the increasing number of content creators, the rise of influencer marketing, and the expanding monetization opportunities across various digital platforms, reshaping the landscape of digital content and its commercialization.

Netherlands NL: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data was reported at 21.800 USD mn in 2023. This records a decrease from the previous number of 26.900 USD mn for 2022. Netherlands NL: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data is updated yearly, averaging 22.150 USD mn from Dec 2014 (Median) to 2023, with 10 observations. The data reached an all-time high of 31.800 USD mn in 2020 and a record low of 14.500 USD mn in 2016. Netherlands NL: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Netherlands – Table NL.OECD.TISP: Trade in Services: Imports: USD: by Services: OECD Member: Annual.

Finland FI: Exports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data was reported at 1.100 USD mn in 2022. This records a decrease from the previous number of 1.200 USD mn for 2021. Finland FI: Exports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data is updated yearly, averaging 2.700 USD mn from Dec 2013 (Median) to 2022, with 10 observations. The data reached an all-time high of 19.200 USD mn in 2017 and a record low of 1.100 USD mn in 2022. Finland FI: Exports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Finland – Table FI.OECD.TISP: Trade in Services: Exports: USD: by Services: OECD Member: Annual.

The EUR/USD exchange rate rose to 1.1669 on July 21, 2025, up 0.41% from the previous session. Over the past month, the Euro US Dollar Exchange Rate - EUR/USD has strengthened 0.79%, and is up by 7.16% over the last 12 months. Euro US Dollar Exchange Rate - EUR/USD - values, historical data, forecasts and news - updated on July of 2025.

Czech Republic CZ: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data was reported at 1.600 USD mn in 2023. This records a decrease from the previous number of 2.100 USD mn for 2022. Czech Republic CZ: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data is updated yearly, averaging 1.750 USD mn from Dec 2010 (Median) to 2023, with 10 observations. The data reached an all-time high of 2.100 USD mn in 2022 and a record low of 1.300 USD mn in 2018. Czech Republic CZ: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Czech Republic – Table CZ.OECD.TISP: Trade in Services: Imports: USD: by Services: OECD Member: Annual.

The Gross Domestic Product (GDP) in the United States contracted 0.50 percent in the first 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.

New Zealand NZ: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data was reported at 0.100 USD mn in 2022. This records an increase from the previous number of 0.000 USD mn for 2021. New Zealand NZ: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data is updated yearly, averaging 0.600 USD mn from Dec 2017 (Median) to 2022, with 6 observations. The data reached an all-time high of 1.200 USD mn in 2018 and a record low of 0.000 USD mn in 2021. New Zealand NZ: Imports: USD: All Services: Telecommunications, Computer, And Information Services: Information Services: News Agency Services data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s New Zealand – Table NZ.OECD.TISP: Trade in Services: Imports: USD: by Services: OECD Member: Annual.