United States New York Stock Exchange: Index: Dow Jones US Consumer Services Index data was reported at 1,838.250 NA in Apr 2025. This records an increase from the previous number of 1,814.880 NA for Mar 2025. United States New York Stock Exchange: Index: Dow Jones US Consumer Services Index data is updated monthly, averaging 1,072.890 NA from Aug 2013 (Median) to Apr 2025, with 141 observations. The data reached an all-time high of 2,030.200 NA in Jan 2025 and a record low of 527.340 NA in Aug 2013. United States New York Stock Exchange: Index: Dow Jones US Consumer Services Index data remains active status in CEIC and is reported by Exchange Data International Limited. The data is categorized under Global Database’s United States – Table US.EDI.SE: New York Stock Exchange: Dow Jones: Monthly.

The NYSE U.S. Market Consumer Goods Sector Index tracks the performance of the U.S. domiciled equity components listed on the U.S. stock exchanges that offer goods and services in the consumer goods sector. Between December 2015 and June 2023, the index fluctuated but increased overall, standing at 3,209.19 index points as of June 2023.

The Dow Jones U.S. Consumer Services index is expected to experience moderate growth in the near future. Key factors driving this growth include rising consumer spending, increased disposable income, and favorable economic conditions. However, risks associated with the index include rising inflation, geopolitical uncertainty, and supply chain disruptions.

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.

The Dow Jones U.S. Completion Total Stock Market 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

United States New York Stock Exchange: Index: Dow Jones US Consumer Goods Index data was reported at 903.550 NA in Apr 2025. This records an increase from the previous number of 898.780 NA for Mar 2025. United States New York Stock Exchange: Index: Dow Jones US Consumer Goods Index data is updated monthly, averaging 619.890 NA from Aug 2013 (Median) to Apr 2025, with 141 observations. The data reached an all-time high of 1,047.020 NA in Dec 2021 and a record low of 437.010 NA in Aug 2013. United States New York Stock Exchange: Index: Dow Jones US Consumer Goods Index data remains active status in CEIC and is reported by Exchange Data International Limited. The data is categorized under Global Database’s United States – Table US.EDI.SE: New York Stock Exchange: Dow Jones: Monthly.

Graph and download economic data for Equity Market Volatility Tracker: Macroeconomic News and Outlook: Consumer Spending And Sentiment (EMVMACROCONSUME) from Jan 1985 to May 2025 about volatility, uncertainty, equity, PCE, consumption expenditures, consumption, personal, and USA.

US retail investors had a relatively strong opinion on whether the stock market was more profitable than investments in cryptocurrencies. Nearly 32 percent of the respondents to a survey listed crypto as potentially having the most risk, against almost 38 percent preferring the stock market over virtual currencies in terms of profitability. One potential reason why this could be found at the US opinion on risk: slightly more respondents felt that the stock market was a more risky to invest in. This is quite different from answers given to these same questions but by consumers from the United Kingdom.

Envestnet®| Yodlee®'s Credit Card Data (Aggregate/Row) Panels consist of de-identified, near-real time (T+1) USA credit/debit/ACH transaction level data – offering a wide view of the consumer activity ecosystem. The underlying data is sourced from end users leveraging the aggregation portion of the Envestnet®| Yodlee®'s financial technology platform.

Envestnet | Yodlee Consumer Panels (Aggregate/Row) include data relating to millions of transactions, including ticket size and merchant location. The dataset includes de-identified credit/debit card and bank transactions (such as a payroll deposit, account transfer, or mortgage payment). Our coverage offers insights into areas such as consumer, TMT, energy, REITs, internet, utilities, ecommerce, MBS, CMBS, equities, credit, commodities, FX, and corporate activity. We apply rigorous data science practices to deliver key KPIs daily that are focused, relevant, and ready to put into production.

We offer free trials. Our team is available to provide support for loading, validation, sample scripts, or other services you may need to generate insights from our data.

Investors, corporate researchers, and corporates can use our data to answer some key business questions such as: - How much are consumers spending with specific merchants/brands and how is that changing over time? - Is the share of consumer spend at a specific merchant increasing or decreasing? - How are consumers reacting to new products or services launched by merchants? - For loyal customers, how is the share of spend changing over time? - What is the company’s market share in a region for similar customers? - Is the company’s loyal user base increasing or decreasing? - Is the lifetime customer value increasing or decreasing?

Additional Use Cases: - Use spending data to analyze sales/revenue broadly (sector-wide) or granular (company-specific). Historically, our tracked consumer spend has correlated above 85% with company-reported data from thousands of firms. Users can sort and filter by many metrics and KPIs, such as sales and transaction growth rates and online or offline transactions, as well as view customer behavior within a geographic market at a state or city level. - Reveal cohort consumer behavior to decipher long-term behavioral consumer spending shifts. Measure market share, wallet share, loyalty, consumer lifetime value, retention, demographics, and more.) - Study the effects of inflation rates via such metrics as increased total spend, ticket size, and number of transactions. - Seek out alpha-generating signals or manage your business strategically with essential, aggregated transaction and spending data analytics.

Use Cases Categories (Our data provides an innumerable amount of use cases, and we look forward to working with new ones): 1. Market Research: Company Analysis, Company Valuation, Competitive Intelligence, Competitor Analysis, Competitor Analytics, Competitor Insights, Customer Data Enrichment, Customer Data Insights, Customer Data Intelligence, Demand Forecasting, Ecommerce Intelligence, Employee Pay Strategy, Employment Analytics, Job Income Analysis, Job Market Pricing, Marketing, Marketing Data Enrichment, Marketing Intelligence, Marketing Strategy, Payment History Analytics, Price Analysis, Pricing Analytics, Retail, Retail Analytics, Retail Intelligence, Retail POS Data Analysis, and Salary Benchmarking

1. Investment Research: Financial Services, Hedge Funds, Investing, Mergers & Acquisitions (M&A), Stock Picking, Venture Capital (VC)

2. Consumer Analysis: Consumer Data Enrichment, Consumer Intelligence

3. Market Data: AnalyticsB2C Data Enrichment, Bank Data Enrichment, Behavioral Analytics, Benchmarking, Customer Insights, Customer Intelligence, Data Enhancement, Data Enrichment, Data Intelligence, Data Modeling, Ecommerce Analysis, Ecommerce Data Enrichment, Economic Analysis, Financial Data Enrichment, Financial Intelligence, Local Economic Forecasting, Location-based Analytics, Market Analysis, Market Analytics, Market Intelligence, Market Potential Analysis, Market Research, Market Share Analysis, Sales, Sales Data Enrichment, Sales Enablement, Sales Insights, Sales Intelligence, Spending Analytics, Stock Market Predictions, and Trend Analysis

The Dow Jones U.S. Consumer Services Capped Index is forecast to experience moderate growth over the coming period, driven by strong consumer spending in the post-pandemic recovery. However, risks remain, including the potential for further disruptions to the global supply chain, rising inflation, and the impact of geopolitical events on consumer sentiment.

United States CSI: Savings: Stock Market Increase Probability: Next Yr: 50% data was reported at 20.000 % in May 2018. This records an increase from the previous number of 19.000 % for Apr 2018. United States CSI: Savings: Stock Market Increase Probability: Next Yr: 50% data is updated monthly, averaging 20.000 % from Jun 2002 (Median) to May 2018, with 191 observations. The data reached an all-time high of 28.000 % in Jun 2012 and a record low of 12.000 % in Sep 2017. United States CSI: Savings: Stock Market Increase Probability: Next Yr: 50% data remains active status in CEIC and is reported by University of Michigan. The data is categorized under Global Database’s USA – Table US.H026: Consumer Sentiment Index: Savings & Retirement. The question was: What do you think the percent change that this one thousand dollar investment will increase in value in the year ahead, so that it is worth more than one thousand dollars one year from now?

United States CSI: Savings: Stock Market Increase Probability: Next Yr: 75-99% data was reported at 32.000 % in May 2018. This records an increase from the previous number of 31.000 % for Apr 2018. United States CSI: Savings: Stock Market Increase Probability: Next Yr: 75-99% data is updated monthly, averaging 26.000 % from Jun 2002 (Median) to May 2018, with 191 observations. The data reached an all-time high of 38.000 % in Sep 2017 and a record low of 9.000 % in Mar 2009. United States CSI: Savings: Stock Market Increase Probability: Next Yr: 75-99% data remains active status in CEIC and is reported by University of Michigan. The data is categorized under Global Database’s USA – Table US.H026: Consumer Sentiment Index: Savings & Retirement. The question was: What do you think the percent change that this one thousand dollar investment will increase in value in the year ahead, so that it is worth more than one thousand dollars one year from now?

Card Stock Market Outlook

The global card stock market size was valued at approximately USD 2.8 billion in 2023 and is projected to grow to USD 4.2 billion by 2032, at a compound annual growth rate (CAGR) of 4.6% during the forecast period. This robust growth is driven by increasing demand in the packaging and printing industries, along with a burgeoning interest in crafting and DIY activities globally.

One of the primary growth factors fueling the card stock market is the rising demand for sustainable and eco-friendly packaging solutions. As consumers and businesses alike become more environmentally conscious, the demand for recyclable and biodegradable card stock has surged. This trend is particularly evident in the packaging sector, where companies are increasingly opting for card stock over plastic to meet consumer preferences and regulatory requirements aimed at reducing plastic waste.

The growth of the e-commerce industry is another significant driver for the card stock market. With the rapid expansion of online retailing, the need for secure and appealing packaging solutions has increased. Card stock is often used in packaging for its durability and printability, which helps in creating visually attractive and sturdy packaging. Moreover, the rise in personalized and custom packaging trends among e-commerce platforms has further amplified the demand for high-quality card stock.

Additionally, the increasing popularity of crafting and DIY activities has spurred the demand for various types of card stock. With more people engaging in hobbies such as scrapbooking, card-making, and other creative projects, the market for card stock has expanded significantly. This trend is further bolstered by the proliferation of social media platforms, where users share their crafting ideas and projects, thereby inspiring others and driving demand for crafting materials, including card stock.

From a regional perspective, North America and Europe hold significant shares in the card stock market, driven by high levels of consumer awareness and stringent environmental regulations. Asia Pacific, however, is expected to witness the fastest growth during the forecast period due to increasing industrialization, rising disposable income, and the growing e-commerce sector. Latin America and the Middle East & Africa are also anticipated to exhibit moderate growth, supported by expanding packaging and printing industries in these regions.

Product Type Analysis

The card stock market can be segmented by product type into coated card stock, uncoated card stock, textured card stock, recycled card stock, and others. Coated card stock holds a significant share due to its smooth surface and excellent printability, which makes it ideal for high-quality printing applications. It is widely used in business cards, brochures, and luxury packaging, where visual appeal is paramount. The coating enhances the card's durability and resistance to moisture, making it suitable for various commercial uses.

Uncoated card stock, on the other hand, is preferred for applications that require a more natural and tactile feel. It is often used in stationery, greeting cards, and certain types of packaging where a rustic or minimalist aesthetic is desired. The lack of coating allows for better ink absorption, which can be advantageous for certain printing techniques and crafting projects.

Textured card stock offers a unique advantage with its distinct surface patterns, adding a tactile dimension to printed materials. This type of card stock is popular in high-end invitations, business cards, and special event stationery. The textured surface can range from subtle linen-like patterns to more pronounced embossing, catering to diverse design needs.

Recycled card stock is gaining traction due to the growing emphasis on sustainability. Made from post-consumer waste, this type of card stock appeals to eco-conscious consumers and businesses. It is used in a variety of applications, including packaging, printing, and crafting, and offers a viable alternative to traditional paper products with a lower environmental footprint.

Other types of card stock include specialty variants tailored for specific applications, such as metallic finishes, which are used for luxury packaging and special occasions. These niche products, while not as widely used as the more common types, play an important role in meeting the diverse needs of the market and offering unique solutions for specific projects.

The North America Consumer Battery Market is segmented by Technology Type (Lithium-ion Batteries, Zinc-Carbon Batteries, Alkaline Batteries, and Others) and Geography (The US, Canada, and the Rest of North America). The report offers the market size and forecasts in revenue (USD billion) for all the above segments.

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.

JPMorgan American Investment Trust (JAM): Questioning the Future

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

According to a survey conducted in November 2020, the U.S. consumer staples stock expected to increase the most over the next five years is supermarket chain Costco. Costco garnered more than double the number of respondents than the next-most popular option, Clorox.

The Jarque-Bera statistic tests the null hypothesis of normality for the sample returns.

Kombu & Bonito Stock Market Outlook

According to our latest research, the global kombu & bonito stock market size reached USD 1.42 billion in 2024, reflecting strong demand from both traditional and emerging culinary sectors. The market is expected to grow at a robust CAGR of 6.7% from 2025 to 2033, with the forecasted market size anticipated to reach USD 2.45 billion by 2033. This impressive growth trajectory is primarily driven by the rising global popularity of Japanese cuisine, increasing health consciousness among consumers, and the expanding applications of umami-rich stocks in both food services and household cooking. As per our latest research, the market is well-positioned for sustained expansion, underpinned by innovation in product formats and evolving consumer preferences.

One of the primary growth factors for the kombu & bonito stock market is the surging international interest in Japanese and broader Asian cuisines. As globalization and cross-cultural food trends accelerate, dishes such as ramen, miso soup, and various umami-rich broths are becoming staples in restaurants and households worldwide. The authentic flavor profiles provided by kombu and bonito stocks are increasingly sought after by both professional chefs and home cooks, fueling market demand. Additionally, the proliferation of Japanese and fusion restaurants in North America, Europe, and other regions has led to a significant uptick in the use of these stocks as foundational ingredients, further driving market growth.

Another significant driver is the growing consumer focus on health and wellness, which has translated into a preference for natural, minimally processed food products. Kombu and bonito stocks are naturally rich in umami, offering a healthier alternative to artificial flavor enhancers and high-sodium seasonings. These stocks are also known for their nutritional benefits, including essential minerals and amino acids, making them attractive to health-conscious consumers. The trend toward clean-label products and transparency in food sourcing has further bolstered the market, as manufacturers emphasize the natural origins and health attributes of kombu and bonito stocks in their marketing efforts.

Innovation in product formats and the expansion of distribution channels are also pivotal to the market's growth. Manufacturers are introducing kombu and bonito stocks in various convenient forms such as liquids, powders, cubes, and concentrates, catering to the diverse needs of food service providers, food processors, and end consumers. E-commerce and online retail platforms have made these products more accessible to a global audience, enabling small and medium-sized brands to reach new markets. Furthermore, the integration of kombu and bonito stocks into ready-to-eat meals and processed foods is creating new opportunities for market expansion, as consumers increasingly seek convenience without compromising on authentic taste.

From a regional perspective, Asia Pacific continues to dominate the kombu & bonito stock market, accounting for the largest share due to its deep-rooted culinary traditions and high consumption rates. However, North America and Europe are emerging as high-growth regions, driven by the expanding popularity of Japanese cuisine and increasing consumer willingness to experiment with new flavors. The Middle East & Africa and Latin America are also witnessing gradual uptake, supported by urbanization and rising disposable incomes. Regional differences in consumer preferences, distribution infrastructure, and regulatory environments present both challenges and opportunities for market participants seeking to expand their footprint globally.

Product Type Analysis

The kombu & bonito stock market is segmented by product type into liquid, powder, cubes, concentrates, and others. The liquid segment currently holds the largest market share, accounting for over 35% of global revenue in 2024. Liquid stocks are favored for their ease of use a

This is the package of supporting files. In this package, the readers can find the primary dataset in the XLSX/XLS files. The description of the data is also provided. (ZIP)

Peelable Lid Stock Market Outlook

The global peelable lid stock market size was valued at approximately USD 1.5 billion in 2023 and is expected to reach around USD 2.7 billion by 2032, growing at a compound annual growth rate (CAGR) of 6.5% during the forecast period. The market growth is primarily driven by increasing consumer demand for convenient and easy-to-use packaging solutions, particularly in the food and beverage industry. As lifestyles become busier, the preference for packaging that offers ease of access and re-sealability has surged, propelling the market for peelable lid stock.

The burgeoning demand for packaged foods is one of the major drivers bolstering the growth of the peelable lid stock market. With the increasing urbanization and changing dietary habits, consumers are gravitating towards ready-to-eat and on-the-go food products. Peelable lid stocks provide an effective solution that not only preserves the freshness and quality of the food but also offers the convenience of easy opening. This trend is particularly noticeable in developed regions with fast-paced lifestyles and a high inclination towards convenience foods.

Another significant growth factor is the rising awareness and emphasis on sustainable packaging solutions. As environmental concerns become more pressing, both consumers and regulatory bodies are advocating for packaging materials that are eco-friendly. Peelable lid stock made from recyclable materials such as aluminum and certain types of plastic is gaining traction. Companies are investing in R&D to develop innovative and sustainable lid stock solutions, which is expected to further drive market growth.

The pharmaceutical industry also contributes to the growing demand for peelable lid stock. As the need for secure and tamper-evident packaging escalates, particularly for medications and healthcare products, peelable lids offer an optimal solution. They provide a secure seal that can be easily removed without compromising the integrity of the product, which is crucial for maintaining the efficacy and safety of pharmaceuticals. This trend is particularly robust in regions with stringent regulations regarding pharmaceutical packaging.

Regionally, North America dominates the peelable lid stock market, followed by Europe and the Asia Pacific. The high disposable income, busy lifestyles, and strong presence of key market players in North America contribute significantly to this dominance. Additionally, the Asia Pacific region is expected to exhibit the highest CAGR during the forecast period, driven by rapid urbanization, increasing disposable incomes, and a burgeoning food and beverage industry.

Material Type Analysis

The peelable lid stock market is segmented by material type into plastic, aluminum, paper, and others. Plastic is the most widely used material, owing to its versatility, cost-effectiveness, and durability. Plastic lid stocks are popular in various applications, particularly in the food and beverage industry, due to their excellent barrier properties and flexibility. They are particularly favored for products requiring a longer shelf life and for packaging that needs to be lightweight and resilient. Despite environmental concerns, advancements in recyclable and biodegradable plastics are helping mitigate their ecological impact.

Aluminum is another prominent material in the peelable lid stock market, known for its exceptional barrier properties against light, moisture, and oxygen. This makes aluminum an ideal choice for packaging sensitive products, such as pharmaceuticals and high-value food items. Aluminum lids are also highly recyclable, aligning with the growing trend towards sustainable packaging solutions. The pharmaceutical industry, in particular, prefers aluminum lids due to their robustness and ability to provide a secure seal, ensuring the safety and integrity of medicinal products.

Paper-based peelable lid stocks are gaining traction as an eco-friendly alternative to plastic and aluminum. Paper is renewable, recyclable, and biodegradable, making it an attractive option for environmentally conscious consumers and companies. Advances in paper coating technologies have improved the barrier properties of paper lids, enabling them to provide adequate protection for various food products. However, paper lids may still face challenges in applications requiring high moisture and oxygen barriers, limiting their use in certain segments.

Other materials used in peelable lid stocks include combinations of different substrates and

The US Health Information Exchange Market report segments the industry into By Implementation Model (Centralized/Consolidated Models, Decentralized/Federated Models, Hybrid Model), By Setup Type (Private, Public), By Application (Internal Interfacing, Secure Messaging, Workflow Management, Web Portal Development, and more), By Exchange Type (Direct Exchange, Query-based Exchange, Consumer-mediated Exchange), and By Component.