Envestnet®| Yodlee®'s Consumer Behavior 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

Graph and download economic data for Security Brokers and Dealers; Funds Raised in Commercial Paper Markets by Investment Banks That Are Holding-Company Parents That Invest Proceeds in Security Broker-Dealer Subsidiaries; Liability, Transactions (BOGZ1FA663194503A) from 1946 to 2024 about brokers, dealers, commercial paper, transactions, liabilities, investment, commercial, securities, banks, depository institutions, and USA.

Graph and download economic data for Security Brokers and Dealers; Funds Raised in Commercial Paper Markets by Investment Banks That Are Holding-Company Parents That Invest Proceeds in Security Broker-Dealer Subsidiaries; Liability, Transactions (BOGZ1FU663194503Q) from Q4 1946 to Q1 2025 about brokers, dealers, commercial paper, transactions, liabilities, investment, commercial, securities, banks, depository institutions, and USA.

Strong returns in various financial markets and increased trading volumes have benefited businesses in the industry. Companies provide underwriting, brokering and market-making services for different financial instruments, including bonds, stocks and derivatives. Businesses benefited from improving macroeconomic conditions despite high inflationary economic environment. However, in 2024, the Fed slashed interest rates as inflationary pressures eased , limiting interest income from fixed-income securities for the industry. The Fed seeks to further cut interest rates but will monitor inflation, employment, the effects of tariffs and other economic factors before making further rate cut decisions. Overall, revenue has been growing at a CAGR of 7.0% over the past five years and is expected to total $456.6 billion in 2025, with revenue expected to decline 0.9% in the same year. In addition, industry profit is expected to climb to 13.0% over the five years to 2025. While many industries struggled at the onset of the period due to economic disruptions due to the pandemic and supply chain issues, businesses benefited from the volatility. Primarily, companies have benefited from increased trading activity on behalf of their clients due to fluctuations in asset prices. This has led to higher trade execution fees for firms at the onset of the period. Similarly, debt underwriting increased as many businesses have turned to investment bankers to help raise cash for various ventures. Also, improved scalability of operations, especially regarding trading services conducted by securities intermediates, has helped increase industry profits. Structural changes have forced the industry's smaller businesses to evolve. Because competing in trading services requires massive investments in technology and compliance, boutique investment banks have alternatively focused on advising in merger and acquisition (M&A) activity. Boutique investment banks' total share of M&A revenue is forecast to grow through the end of 2030. Furthermore, the industry will benefit from improved macroeconomic conditions as inflationary pressures are expected to ease. This will help asset values rise and interest rate levels to be cut, thus allowing operators to generate more from equity underwriting and lending activities. Overall, revenue is forecast to grow at a CAGR of 2.2% to $507.9 billion over the five years to 2030.

Companies in the Investment Banking industry provide financial advisory services, offering their insight on IPOs, M&As and equity and debt security underwriting activity. Competition has been fierce in recent years, with a flood of boutique firms entering the industry as bankers look for healthier rewards than those offered by the more regulated larger investment banks. Growing M&A and IPO activity before 2022-23 ramped up demand for investment banking services, although this momentum lost speed in 2022-23 as access to cheap capital ended. Revenue is expected to contract at a compound annual rate of 8.1% over the five years through 2025-26 to £8 billion, including an expected drop of 0.5% in 2025-26. Profit is also expected to edge downwards in 2025, though it remains high. Capital market activity surged at the height of the COVID-19 pandemic, lifting demand for investment banking services as governments and large international businesses across the world raised capital to fund fiscal stimuli and maintain cash flow levels. The boom in debt and equity markets showed no sign of slowing the next year, with IPO and M&A activity reaching record levels in 2021-22, driving demand for investment bankers’ services. However, in the two years through 2023-24, M&A activity plummeted thanks to rising interest rates, mounting geopolitical tensions and a gloomy economic outlook, which put companies off from seeking takeovers. In 2024-25, M&A activity fared better than IPOs, welcoming improvements in consumer confidence amid interest rate cuts, aiding revenue growth. However, IPOs continued on their downward trajectory as geopolitical uncertainty and high interest rates resulted in many companies delaying listings. Over 2025-26, M&A activity is forecast to continue to climb, but IPO activity may stall as Trump's tariff announcements erode investor sentiment, weighing on revenue growth. Revenue is anticipated to grow at a compound annual rate of 4.5% over the five years through 2030-31 to £10 billion. Deal activity is set to build as lower interest rates make leveraged transactions more attractive. Competition will remain fierce, driving technological innovation as investment banks try to improve decision-making processes and scale operations through the use of AI. Still, strong competition from overseas exchanges, like the S&P 500 in the US, will dent UK IPO activity in the coming years as companies move away from UK listings and the lacklustre valuations they offer, weighing on revenue growth.

United States US: Number of Listed Domestic Companies: Total data was reported at 4,336.000 Unit in 2017. This records an increase from the previous number of 4,331.000 Unit for 2016. United States US: Number of Listed Domestic Companies: Total data is updated yearly, averaging 5,930.000 Unit from Dec 1980 (Median) to 2017, with 38 observations. The data reached an all-time high of 8,090.000 Unit in 1996 and a record low of 4,102.000 Unit in 2012. United States US: Number of Listed Domestic Companies: Total data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s United States – Table US.World Bank.WDI: Financial Sector. Listed domestic companies, including foreign companies which are exclusively listed, are those which have shares listed on an exchange at the end of the year. Investment funds, unit trusts, and companies whose only business goal is to hold shares of other listed companies, such as holding companies and investment companies, regardless of their legal status, are excluded. A company with several classes of shares is counted once. Only companies admitted to listing on the exchange are included.; ; World Federation of Exchanges database.; Sum; Stock market data were previously sourced from Standard & Poor's until they discontinued their 'Global Stock Markets Factbook' and database in April 2013. Time series have been replaced in December 2015 with data from the World Federation of Exchanges and may differ from the previous S&P definitions and methodology.

Envestnet®| Yodlee®'s Travel Transaction 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

In 2023, the total assets under management in North America was higher than the the value of assets under management in Europe and Asia (Japan excluded). The assets under management (AUM) in North America amounted to almost 56 trillion U.S. dollars in 2023, accounting for almost half of the total AUM worldwide. What are assets under management? Assets under management (AUM) is a financial term used to describe the total value of assets managed by an investment company on behalf of their clients. The investment company can be a bank, a wealth management company, or other financial services company investing clients’ money in selected financial instruments. The value of assets under management is dependent on many factor: As it depicts the amount of clients’ funds that have been entrusted to the investment company, the fluctuations of AUM value can indicate significant inflows or outflows of customer capital. The value of AUM also depends on the rate of return of the portfolio constituents. If the value of the financial instruments creating the portfolio falls, the value of AUM will also decrease. Whos is the largest asset manager? The top asset manager worldwide as of 2023 was the U.S. based company BlackRock, managing around one trillion U.S. dollars more in assets than Vanguard, the second largest investment management firm. BlackRock's assets under management grew almost each year since 2008, and more than doubled during the last decade.

As of 2023, the Chinese state-owned investment fund Huijin was the largest shareholder of the Industrial and Commercial Bank of China, owning almost ** percent of its shares. Out of the five largest shareholders, four are state-owned enterprises, with a combined ownership of around ** percent. Therefore, despite being a publicly traded company, ICBC is still under the indirect control of the state.