The benchmark interest rate in Australia was last recorded at 3.85 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

    <p>RBA Governor Lowe’s Testimony High inflation is damaging and corrosive </p>

    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 $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 August 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.

Is RBA Stock Expected to Go Up?

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

Core consumer prices in Australia increased 2.70 percent in June 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.

Historical ownership data of RBA by UBS OCONNOR LLC

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

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 August in 2025.

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 August in 2025.

Interbank Rate in Australia remained unchanged at 3.84 percent in July. This dataset provides - Australia Three Month Interbank Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

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 August in 2025.

Ritchie Bros Auctioneers reported $533.9M in Cash and Equivalent for its fiscal quarter ending in December of 2024. Data for Ritchie Bros Auctioneers | RBA - Cash And Equivalent including historical, tables and charts were last updated by Trading Economics this last August in 2025.

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 August in 2025.

Ritchie Bros Auctioneers reported $1.33B in Current Liabilities for its fiscal quarter ending in December of 2024. Data for Ritchie Bros Auctioneers | RBA - Current Liabilities including historical, tables and charts were last updated by Trading Economics this last August in 2025.

Ritchie Bros Auctioneers reported $5.71B in Equity Capital and Reserves for its fiscal quarter ending in December of 2024. Data for Ritchie Bros Auctioneers | RBA - Equity Capital And Reserves including historical, tables and charts were last updated by Trading Economics this last August in 2025.

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 August in 2025.

Ritchie Bros Auctioneers reported $11.81B in Assets for its fiscal quarter ending in December of 2024. Data for Ritchie Bros Auctioneers | RBA - Assets including historical, tables and charts were last updated by Trading Economics this last August in 2025.

Ritchie Bros Auctioneers reported $189.4M in Selling and Administration Expenses for its fiscal quarter ending in December of 2024. Data for Ritchie Bros Auctioneers | RBA - Selling And Administration Expenses including historical, tables and charts were last updated by Trading Economics this last August in 2025.

Ritchie Bros Auctioneers reported $1.71B in Current Assets for its fiscal quarter ending in December of 2024. Data for Ritchie Bros Auctioneers | RBA - Current Assets including historical, tables and charts were last updated by Trading Economics this last August in 2025.

Ritchie Bros Auctioneers reported 2.8K in Employees for its fiscal year ending in December of 2022. Data for Ritchie Bros Auctioneers | RBA - Employees Total Number including historical, tables and charts were last updated by Trading Economics this last August in 2025.