Personal Spending in the United States increased 0.30 percent in June of 2025 over the previous month. This dataset provides the latest reported value for - United States Personal Spending - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Government Spending in the United States increased to 3995.10 USD Billion in the second quarter of 2025 from 3990.60 USD Billion in the first quarter of 2025. This dataset provides the latest reported value for - United States Government Spending - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

This statistic shows the results of a survey investigating the opinion of individuals on how much they predict to spend on jewelry, watches and bijoux during Christmas in Italy in 2017 compare to the previous year. According to data, the great majority of the respondents (** percent) stated that they will spend the same amount of money to purchase jewelry, watches and bijoux during Christmas holidays.

Dataset

This dataset was created by Hassan FIGUIGUI

Contents

Forecast: Public Spending on Tertiary Education in the US 2023 - 2027 Discover more data with ReportLinker!

Spend Analytics Market Outlook

The global spend analytics market size is poised to ascend from an estimated USD 2.5 billion in 2023 to an impressive forecasted valuation of USD 10 billion by 2032, registering a compound annual growth rate (CAGR) of approximately 17%. This robust growth is primarily driven by the escalating demand for data-driven decision-making tools across various industries. As organizations strive for enhanced operational efficiency and strategic procurement insights, spend analytics has emerged as a pivotal solution, enabling businesses to harness the power of data for optimizing their spending patterns.

A key growth factor propelling the spend analytics market is the increasing adoption of advanced data analytics technologies. Companies are progressively recognizing the value of utilizing analytics to decipher complex spending data, uncover hidden cost-saving opportunities, and streamline procurement processes. The integration of artificial intelligence (AI) and machine learning (ML) into spend analytics solutions is further amplifying these capabilities, allowing organizations to predict spending trends with greater accuracy and make informed decisions that drive profitability. This technological advancement not only enhances the efficiency of spend analysis but also provides businesses with a competitive edge in todayÂ’s data-centric business environment.

The globalization of supply chains and the consequent complexity in procurement processes are additional factors fueling the growth of the spend analytics market. As businesses expand their operations across borders, the need for comprehensive analytics solutions to monitor and manage cross-border spending becomes paramount. Spend analytics tools are increasingly being sought after to manage and analyze the vast amounts of data generated by these global supply chains, thus helping organizations to mitigate risks, enhance supplier negotiations, and ensure compliance with various regional regulations. This, in turn, is fostering a greater adoption of spend analytics across diverse sectors.

Furthermore, the growing emphasis on cost reduction and operational efficiency is encouraging enterprises to invest in spend analytics solutions. With economic uncertainties and market volatility, organizations are under mounting pressure to optimize their spending and improve their bottom line. Spend analytics provides a strategic approach to achieving these objectives by offering insights into spending patterns, identifying inefficiencies, and recommending cost-effective alternatives. As a result, businesses are increasingly leveraging these solutions to achieve financial transparency, foster strategic sourcing, and ultimately, enhance their overall financial performance.

In the ever-evolving landscape of procurement, the introduction of a Procurement Analytics Tool has become a game-changer for organizations seeking to optimize their procurement strategies. This tool leverages advanced analytics to provide deep insights into procurement activities, enabling businesses to make informed decisions that enhance efficiency and cost-effectiveness. By analyzing procurement data, organizations can identify trends, monitor supplier performance, and uncover opportunities for cost savings. The Procurement Analytics Tool also facilitates better supplier negotiations and strategic sourcing, ensuring that procurement processes are aligned with organizational goals. As businesses continue to navigate complex supply chains and dynamic market conditions, the adoption of such tools is becoming increasingly essential for maintaining a competitive edge.

Regionally, North America is expected to dominate the spend analytics market, owing to its highly developed infrastructure and the early adoption of advanced technologies. The presence of numerous key market players in the region also contributes to this dominance. Meanwhile, the Asia-Pacific region is anticipated to showcase the highest growth rate during the forecast period, driven by rapid industrialization, increased focus on digital transformation, and the growing adoption of analytics solutions across various sectors. European markets are also experiencing significant growth due to regulatory compliance initiatives and a strong emphasis on cost management and supply chain optimization.

Component Analysis

The component segment of the spend analytics market is primarily categorized into software and services. The software segment encompasses a

Globally, information technology (IT) spending has increased over recent years. In 2024, IT spending amounted to ***** billion U.S. dollars.

Forecast: Public Pension Spending in the US 2024 - 2028 Discover more data with ReportLinker!

Consumer Spending In the Euro Area increased to 1609.73 EUR Billion in the first quarter of 2025 from 1605.63 EUR Billion in the fourth quarter of 2024. This dataset provides the latest reported value for - Euro Area Consumer Spending - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

The forecasted budget balance for the U.S. government is predicted to fluctuate between the fiscal years of 2024 and 2034. This forecast predicts a deficit of 2.58 trillion U.S. dollars by fiscal year 2034. A fiscal year covers the period from October 1 to September 30 of a given year.

Forecast: Government Expenditure on R&D in the US 2023 - 2027 Discover more data with ReportLinker!

Andorra AD: IMF Forecast: General Government: Expenditure: % of GDP data was reported at 36.805 % in 2030. This records an increase from the previous number of 36.698 % for 2029. Andorra AD: IMF Forecast: General Government: Expenditure: % of GDP data is updated yearly, averaging 34.568 % from Dec 2002 (Median) to 2030, with 29 observations. The data reached an all-time high of 42.336 % in 2020 and a record low of 23.387 % in 2005. Andorra AD: IMF Forecast: General Government: Expenditure: % of GDP data remains active status in CEIC and is reported by International Monetary Fund. The data is categorized under Global Database’s Andorra – Table AD.IMF.FM: Government Finance Statistics.

Thailand TH: IMF Forecast: General Government: Expenditure: % of GDP data was reported at 22.810 % in 2023. This records an increase from the previous number of 22.735 % for 2022. Thailand TH: IMF Forecast: General Government: Expenditure: % of GDP data is updated yearly, averaging 21.713 % from Dec 1995 (Median) to 2023, with 29 observations. The data reached an all-time high of 26.472 % in 1999 and a record low of 17.176 % in 1995. Thailand TH: IMF Forecast: General Government: Expenditure: % of GDP data remains active status in CEIC and is reported by International Monetary Fund. The data is categorized under Global Database’s Thailand – Table TH.IMF.FM: Government Finance Statistics.

United States SCE: Household Spending Growth Expectation: 1 Year Ahead: 75th Percentile Point Prediction data was reported at 10.956 % in Apr 2025. This records an increase from the previous number of 10.644 % for Mar 2025. United States SCE: Household Spending Growth Expectation: 1 Year Ahead: 75th Percentile Point Prediction data is updated monthly, averaging 9.551 % from Jun 2013 (Median) to Apr 2025, with 143 observations. The data reached an all-time high of 15.531 % in Jun 2022 and a record low of 5.455 % in Apr 2020. United States SCE: Household Spending Growth Expectation: 1 Year Ahead: 75th Percentile Point Prediction data remains active status in CEIC and is reported by Federal Reserve Bank of New York. The data is categorized under Global Database’s United States – Table US.H083: Survey of Consumer Expectations: Household Income and Spending.

Predict revenue surprises, track market share, and compare performance metrics for thousands of companies based on anonymized debit and credit card data of millions of US households. Orion data is sourced from a variety of US financial institutions with broad geographic and demographic representation, combined to create one of the most comprehensive and accurate views of the consumer economy. AI-powered earnings predictions available for over 450 tickers on this dataset through EarnestAI Reported Metric Predictions.

Consumer Spending in Costa Rica increased to 6645474.40 CRC Million in the first quarter of 2025 from 6606504.40 CRC Million in the fourth quarter of 2024. This dataset provides the latest reported value for - Costa Rica Consumer Spending - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

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 Consumer Spending Driving the U.S. Services Index?

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

Forecast: Household Spending on Tertiary Education in the US 2024 - 2028 Discover more data with ReportLinker!

This dataset provides values for REAL CONSUMER SPENDING reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

Consumer Spending in Cyprus increased to 4380.30 EUR Million in the first quarter of 2025 from 4359.90 EUR Million in the fourth quarter of 2024. This dataset provides - Cyprus Consumer Spending - actual values, historical data, forecast, chart, statistics, economic calendar and news.