The benchmark interest rate in Australia was last recorded at 3.60 percent. This dataset provides - Australia Interest Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

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.

Ritchie Bros Auctioneers reported $5.9M in Interest Income for its fiscal quarter ending in December of 2024. Data for Ritchie Bros Auctioneers | RBA - Interest Income including historical, tables and charts were last updated by Trading Economics this last December in 2025.

View all news and events from the Federal Reserve Bank of Cleveland.

Core consumer prices in Australia increased 3.30 percent in October of 2025 over the same month in the previous year. This dataset provides - Australia Core Inflation Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Catch up on the latest news from the Federal Reserve Bank of Cleveland.

Techsalerator's News Events Data for Rwanda: A Comprehensive Overview

Techsalerator's News Events Data for Rwanda provides a valuable resource for businesses, researchers, and media organizations. This dataset aggregates information on significant news events across Rwanda, sourced from a variety of media outlets, online publications, and social platforms. It offers essential insights for those interested in tracking trends, analyzing public sentiment, or monitoring sector-specific developments.

Key Data Fields - Event Date: Records the exact date of the news event, crucial for tracking trends over time or responding to market changes. - Event Title: Provides a brief headline describing the event, allowing users to quickly assess and categorize news content based on relevance. - Source: Identifies the news outlet or platform where the event was reported, helping users track credible sources and gauge the event's reach and influence. - Location: Offers geographic details indicating where the event occurred within Rwanda, useful for regional analysis or targeted marketing. - Event Description: Includes a detailed summary of the event, outlining key developments, participants, and potential impact. This information aids in understanding the context and implications of the event.

Top 5 News Categories in Rwanda - Politics: Covers significant political events, government decisions, elections, and policy changes affecting the nation. - Economy: Focuses on economic indicators, inflation rates, trade activities, and corporate developments influencing Rwanda’s business and finance sectors. - Social Issues: Includes news on public health, education, social justice, and other societal matters driving public discourse. - Sports: Highlights major sporting events and achievements in football, athletics, and other popular sports, drawing national interest. - Technology and Innovation: Reports on advancements in Rwanda’s tech sector, including startup activities and technological innovations.

Top 5 News Sources in Rwanda - The New Times: A leading news outlet providing extensive coverage of politics, economy, and social issues in Rwanda. - Rwanda Broadcasting Agency (RBA): The national broadcaster known for its comprehensive updates on news, politics, and current affairs. - IGIHE: A prominent online news platform offering timely reports on various topics, including politics and societal issues. - KT Press: A widely-read publication covering news related to politics, economy, and social matters. - Daily Monitor: A key source of news providing insights into Rwandan politics, economy, and regional developments.

Accessing Techsalerator’s News Events Data for Rwanda To access Techsalerator’s News Events Data for Rwanda, please reach out to info@techsalerator.com with your specific requirements. We will provide a customized quote based on the data fields and records needed, with delivery available within 24 hours. Ongoing access options can also be discussed.

Included Data Fields - Event Date - Event Title - Source - Location - Event Description - Event Category (Politics, Economy, Sports, etc.) - Participants (if applicable) - Event Impact (Social, Economic, etc.)

Techsalerator’s dataset is a crucial tool for tracking significant events in Rwanda, aiding in decision-making, market analysis, or academic research by providing a clear overview of the country's news landscape.

Ritchie Bros Auctioneers reported $121.5M in Stock for its fiscal quarter ending in December of 2024. Data for Ritchie Bros Auctioneers | RBA - Stock including historical, tables and charts were last updated by Trading Economics this last December in 2025.

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.

RBA:TSX Ritchie Bros. Auctioneers Incorporated

Financial data:

• 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)

Machine learning features:

• 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)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• 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

Additional Notes:

• 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

Overview with Chart & Report: The RBI Reverse Repo Rate Decision concerns the interest rate on reverse borrowing, at which the RBI borrows money from commercial banks. The RBI may use this tool when too much money accumulates in

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Overview with Chart & Report: Philadelphia Fed Employment Index reflects labor market conditions in the Philadelphia Federal Reserve zone. This region includes Pennsylvania, New Jersey and Delaware, i.e. states with high economic

Ritchie Bros Auctioneers reported $370.4M in EBITDA for its fiscal quarter ending in December of 2024. Data for Ritchie Bros Auctioneers | RBA - Ebitda including historical, tables and charts were last updated by Trading Economics this last December in 2025.

The Federal Reserve Bank of Cleveland today announced the appointment of Beth M. Hammack as its next president and chief executive officer.

Ritchie Bros Auctioneers reported $52.7M in Interest Expense on Debt for its fiscal quarter ending in December of 2024. Data for Ritchie Bros Auctioneers | RBA - Interest Expense On Debt including historical, tables and charts were last updated by Trading Economics this last December in 2025.

Graph and download economic data for FOMC Summary of Economic Projections for the Fed Funds Rate, Median (FEDTARMD) from 2025 to 2028 about projection, federal, median, rate, and USA.

Economic Commentary offers deep-dive analysis of timely economic issues for an informed but nonspecialist audience, as well as news from our Bank and the world of monetary policy generally.

Ritchie Bros Auctioneers reported $182.75M in Outstanding Shares in April of 2024. Data for Ritchie Bros Auctioneers | RBA - Outstanding Shares including historical, tables and charts were last updated by Trading Economics this last December in 2025.

Ritchie Bros Auctioneers reported $2.68B in Loan Capital for its fiscal quarter ending in December of 2024. Data for Ritchie Bros Auctioneers | RBA - Loan Capital including historical, tables and charts were last updated by Trading Economics this last December in 2025.