This data set is a digitized version of “All-Bank Statistics, United States, 1896-1955,” (ABS) which the Board of Governors of the Federal Reserve System published in 1959. That volume contained annual aggregate balance sheet aggregates for all depository institutions by state and class of institution for the years 1896 to 1955. The depository institutions include nationally chartered commercial banks, state chartered commercial banks, and private banks as well as mutual savings bank and building and loan societies. The data comes from the last business day of the year or the closest available data. This digital version of ABS contains all data in the original source and only data from the original source.This data set is similar to ICPSR 2393, “U.S. Historical Data on Bank Market Structure, ICPSR 2393” by Mark Flood. ICPSR 2393 reports data from ABS but excludes subcategories of data useful for analyzing the liquidity of bank balance sheets, the operation of financial markets, the functioning of the financial network, and depository institutions’ contribution to monetary aggregates. ICPSR 2393, for example, reports total cash assets from ABS but does not report the subcomponents of that total: bankers balances, cash in banks’ own vaults, and items in the process of collection. Those data are needed to understand how much liquidity banks kept on hand, how much liquidity banks stored in or hoped to draw from reserve depositories, and how much of the apparent cash in the financial system was double-counted checks in the process of collection, commonly called float. Those data are also needed to understand the contribution of commercial banks to the aggregate money supply since cash in banks’ vaults counts within monetary aggregates while interbank deposits and float do not. While this dataset provides comprehensive and complete data from ABS, ICPSR 2393 contains information from other sources that researchers may find valuable including data from the aggregate income statements of nationally chartered banks and regulatory variables. To facilitate the use of that information, the naming conventions in this data set are consistent with those in ICPSR 2393.

This collection consists of annual statewide aggregates for a variety of bank market structure variables in the United States. The data span 60 years from 1896 to 1955 and include information for all 50 states. These time-series data, collected in 1992-1994, pertain to historical bank market structure, soundness, and performance. Balance sheet data are presented for national and non-national banks, while income statement data are available only for national banks. Other variables include state population, state branching law, total loans, total deposits, number of national banks, and bank debits.

The global banking sector has seen significant growth in recent years, with the market capitalization of the 100 largest banks reaching 7.4 trillion euros in early 2025. This marks the highest value observed since 2016, reflecting a strong recovery and expansion in the banking industry. The upward trend is particularly noteworthy given the fluctuations experienced in previous years, including the sharp decline during the early stages of the COVID-19 pandemic in 2020. Chinese banks dominate global rankings While market capitalization provides one measure of bank size, total assets offer another perspective. In 2023, Chinese banks occupied the top four positions globally based on total assets, with the Industrial and Commercial Bank of China (ICBC) leading at approximately 6.3 trillion U.S. dollars. However, when ranked by market capitalization, JPMorgan Chase took the top spot, with ICBC falling to third place. This highlights the different metrics used to assess bank size and influence in the global financial landscape. China's banking sector continues to expand The growth in market capitalization of the world's largest banks is mirrored by the expansion of China's banking sector. By 2023, the number of banking institutions in China had reached 4,425, showing relative stability in recent years after a period of increase. Additionally, the value of bank assets in China amounted to over 50 trillion U.S. dollars in 2023, nearly tripling over the past decade. This rapid growth underscores China's increasing importance in the global banking industry and its potential influence on overall market capitalization trends.

Big Data Analytics in Banking Market Outlook

The Big Data Analytics in Banking market size was valued at approximately USD 23.5 billion in 2023, and it is projected to grow to USD 67.2 billion by 2032, showcasing a robust CAGR of 12.3%. This exponential growth is driven by the increasing demand for more refined data analysis tools that enable banks to manage vast amounts of information and derive actionable insights. The banking sector is increasingly acknowledging the need for advanced analytics to enhance decision-making processes, improve customer satisfaction, and mitigate risks. Factors such as digital transformation, regulatory pressure, and the need for operational efficiency continue to propel the market forward.

One of the primary growth factors in the Big Data Analytics in Banking market is the heightened emphasis on risk management. Banks are continuously exposed to various risks, including credit, market, operational, and liquidity risks. Big Data Analytics plays a crucial role in identifying, measuring, and mitigating these risks. By analyzing large volumes of structured and unstructured data, banks can gain insights into potential risk factors and develop strategies to address them proactively. Furthermore, regulatory requirements mandating more stringent risk management practices have compelled banks to invest in sophisticated analytics solutions, further contributing to market growth.

Another significant driver of this market is the increasing need for enhanced customer analytics. With the rise of digital banking and fintech solutions, customers now demand more personalized services and experiences. Big Data Analytics enables banks to understand customer behavior, preferences, and needs by analyzing transaction histories, social media interactions, and other data sources. By leveraging these insights, banks can offer tailored products and services, improve customer retention rates, and gain a competitive edge in the market. Additionally, customer analytics helps banks identify cross-selling and up-selling opportunities, thereby driving revenue growth.

Fraud detection is also a critical area where Big Data Analytics has made a significant impact in the banking sector. The increasing complexity and frequency of financial frauds necessitate the adoption of advanced analytics solutions to detect and prevent fraudulent activities effectively. Big Data Analytics allows banks to analyze vast amounts of transaction data in real-time, identify anomalies, and flag suspicious activities. By employing machine learning algorithms, banks can continuously improve their fraud detection capabilities, minimizing financial losses and enhancing security for their customers. This ongoing investment in fraud detection tools is expected to contribute significantly to the growth of the Big Data Analytics in Banking market.

Data Analytics In Financial services is revolutionizing the way banks operate by providing deeper insights into financial trends and customer behaviors. This transformative approach enables financial institutions to analyze vast datasets, uncovering patterns and correlations that were previously inaccessible. By leveraging data analytics, banks can enhance their financial forecasting, optimize asset management, and improve investment strategies. The integration of data analytics in financial operations not only aids in risk assessment but also supports regulatory compliance by ensuring accurate and timely reporting. As the financial sector continues to evolve, the role of data analytics becomes increasingly pivotal in driving innovation and maintaining competitive advantage.

Regionally, North America remains a dominant player in the Big Data Analytics in Banking market, driven by the presence of major banking institutions and technology firms. The region's early adoption of advanced technologies and a strong focus on regulatory compliance have been pivotal in driving market growth. Europe follows closely, with stringent regulatory frameworks like GDPR necessitating advanced data management and analytics solutions. In the Asia Pacific region, rapid digital transformation and the growing adoption of mobile banking are key factors propelling the market forward. The Middle East & Africa and Latin America, while currently smaller markets, are experiencing steady growth as banks in these regions increasingly invest in analytics solutions to enhance their competitive positioning.

Component Analysis

In the Big Data Analytics in

As of June 2024, JPMorgan Chase led the U.S. banking sector with approximately **** percent of total domestic deposits, closely followed by Bank of America at nearly ** percent. This distribution reflects the concentrated nature of the U.S. banking industry, where, despite thousands of commercial banks operating nationwide, the market is dominated by the top four institutions. The total value of deposits held at FDIC-insured commercial banks has decreased in recent years, amounting to ***** trillion U.S. dollars in 2023. The U.S. banking industry The banking industry in the United States accounts for tens of trillions of U.S. dollars in assets under management. While there are thousands of commercial banks in the country, the market is dominated by the largest four of these. This is particularly true when considering functions such as private and investment banking. Other measures This ranking presents the market share of domestic assets, but other measures give a slightly different picture. For example, looking at the value of total assets shows a higher market share in the hands of the top four firms. Apart from that, the revenue of leading commercial banks can also give a better idea of banks’ financial standing.

The Global Investment Banking Market is Segmented by Product Type (Mergers and Acquisitions, Debt Capital Markets, and More), by Deal Size (Mega-Cap, Large-Cap, Mid-Market, Small-Cap), by Client Type (Large Enterprises, Small and Medium-Sized Enterprises), and by Industrial Vertical (BFSI, IT and Telecommunication, and More) and by Region (North America, Europe, and More). The Market Forecasts are Provided in Terms of Value (USD).

As of January 14, 2025, the market capitalization of ************** amounted to ****** billion U.S. dollars, making it the largest bank in the United States. By this measure, the second-largest bank was ***************, followed by ***********. ************** and *************** are also the two largest banks in the world by market capitalization. What is market capitalization? Market capitalization, or stock market value, is the total value of shares issued by a publicly traded company. It reflects the equity value of a company. Market cap is calculated by multiplying the market price of one share by the number of shares outstanding. For example, the market cap of Bank of America can be calculated by multiplying its share price by the number of shares it has issued. Other measures of company size Total assets also allow to determine the size of a bank. Instead of focusing on the stock price, this metric measures the size of the bank’s operations by counting the size of its balance sheet. Bank revenue and income are also common indicators used to compare banks and their performance.

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Community Banking Market Size 2025-2029

The community banking market size is forecast to increase by USD 253 billion at a CAGR of 5.8% between 2024 and 2029.

The market is experiencing significant shifts driven by the increasing adoption of microlending in developing nations and the rising preference for digital platforms. The microlending, a segment of community banking, is gaining traction in developing economies due to its ability to provide small loans to individuals and small businesses who lack access to traditional banking services. This trend is expected to continue, fueled by the growing financial inclusion efforts and increasing economic activity in these regions. Simultaneously, the community banking sector is witnessing a surge in the adoption of digital platforms.
The digital community banking services, such as mobile banking and online lending, are becoming increasingly popular due to their convenience and accessibility. This trend is particularly noticeable among younger demographics, who are more likely to use digital channels for banking. However, the market also faces challenges. One of the most significant obstacles is the lack of awareness about community banking services. Many potential customers, particularly in rural and underserved areas, are unaware of the benefits and availability of community banking services. Addressing this challenge will require targeted marketing efforts and community outreach programs.

What will be the Size of the Community Banking Market during the forecast period?

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The market continues to evolve, with advanced technology playing a pivotal role in shaping the landscape. Financial institutions, both large and small, are integrating microfinance, mobile banking, and remote deposit capture to cater to diverse customer needs. In the micropolitan areas, community banks have gained prominence, offering personalized services to rural and agricultural sectors. The economic recession led to a surge in digital adoption, with mobile banking becoming increasingly popular. However, the competition remains fierce, with big banks also investing heavily in technology to retain their customer base. The ongoing market dynamics underscore the need for continuous innovation and adaptation to stay competitive.
Community banks, with their focus on local markets and relationships, are well-positioned to leverage these trends and offer competitive rates and fees to attract and retain customers. The integration of advanced technology enables seamless transactions and enhanced customer experience, further bolstering their position in the market. The future of community banking lies in its ability to balance tradition and innovation, offering personalized services while embracing digital transformation.

How is this Community Banking Industry segmented?

The community banking industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Area

  Metropolitan
  Rural and micropolitan


Sector

  Small business
  CRE
  Agriculture


Service Type

  Retail banking
  Commercial banking
  Wealth management and financial advisory
  Others


Delivery Model

  Branch Banking
  Online Banking
  Mobile Banking


Institution Type

  Credit Unions
  Local Banks


Geography

  North America

    US
    Canada
    Mexico


  Europe

    France
    Germany
    UK


  Middle East and Africa

    UAE


  APAC

    Australia
    China
    India
    Japan
    South Korea


  South America

    Brazil


  Rest of World (ROW)

By Area Insights

The metropolitan segment is estimated to witness significant growth during the forecast period.

In the dynamic world of financial services, community banks in the US continue to gain traction among consumers, particularly in rural and micropolitan areas where Big Banks may have a limited presence. While Big Banks dominate the market with their vast resources and broad reach, Community FIs cater to the unique needs of their local clientele. With the rise of advanced technology, Community banks have embraced digital banking solutions, including Internet banking, mobile banking, and remote deposit capture. Small businesses and agricultural sectors, integral to rural economies, benefit significantly from Community banks' personalized services and expertise. Despite the economic recession, these institutions have managed to maintain deposits through their strong relationships with customers.

Microlending, a niche offering, further distinguishes Community banks from their larger counterparts. Rates and fees remain crucial factors for customers, especially in a competitive market. Community banks often offer more competitive rates and lower fees compared to Big Banks, making t

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Open Banking Market Size 2024-2028

The open banking market size is forecast to increase by USD 57.66 billion at a CAGR of 27.2% between 2023 and 2028. The market is witnessing significant growth due to the increasing demand for advanced Financial Management Tools that offer real-time access to Financial Data from multiple Financial Institutions. Open Banking Solutions, which utilize Open Banking APIs, enable automated savings, real-time transactions, and enhanced security features. The integration of Artificial Intelligence (AI) into these services further streamlines financial management and enhances personalized customer experiences. However, the handling of sensitive personal financial data necessitates strict adherence to guidelines and regulations to ensure data security and privacy. Key market trends include the growing preference for faster and more seamless payment processing, increased focus on data security, and the potential for increased competition among Financial Institutions as they adapt to the Open Banking landscape.

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Open banking, a financial services model that enables third-party providers to access customers' financial data through APIs, is revolutionizing the payment ecosystem. This innovative approach allows for more customer-centric services, personalized financial offerings, and informed financial decisions. Broadband connectivity plays a crucial role in the open banking landscape, ensuring seamless access to real-time data for machine learning algorithms and AI applications. These technologies are integral to the open banking model, as they enable advanced data analytics and the development of innovative financial services. Security is a top priority in the market. Financial institutions are investing heavily in advanced security measures to protect sensitive customer data from online fraud. AI and machine learning algorithms are being employed to detect and prevent fraudulent activities in real-time. E-commerce and open banking are natural partners, with the former benefiting from the real-time financial data access provided by the latter.

Further, open banking APIs are the backbone of this new financial services model, allowing for seamless integration between financial institutions and third-party service providers. These APIs enable the sharing of financial data in a secure and standardized manner, facilitating the development of innovative financial services. Personalized financial services are a key benefit of open banking. By leveraging big data analytics and AI, financial institutions can offer customized offerings tailored to individual customers' financial needs and preferences. In conclusion, open banking is transforming the payment ecosystem by enabling real-time data access, advanced data analytics, and the development of innovative financial services. With a focus on security and customer-centricity, this model is poised to disrupt traditional financial services and reshape the industry landscape.

Market Segmentation

The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD Billion' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments.

Service

  Banking and capital markets
  Payments
  Digital currencies


Deployment

  On premise
  Cloud


Geography

  North America

    Canada
    US


  Europe

    Germany
    UK


  APAC

    China


  South America



  Middle East and Africa

By Service Insights

The banking and capital markets segment is estimated to witness significant growth during the forecast period. The market is revolutionizing the banking and financial services sector in the global payment ecosystem. Through strategic collaborations and innovative service offerings, Open Banking is enhancing payment processes, expanding investment accessibility, and promoting financial inclusion. In June 2024, Euronet, a leading financial technology and payments provider, partnered with Fintech Galaxy to introduce a new Banking as a Service (BaaS) offering. This collaboration aims to deliver faster, more secure, and cost-effective account-based transactions for banks, fintechs, and merchants. Key features of this service include card as a service, real-time payment processing, and advanced fraud detection. By integrating with consumer bank accounts, this solution reduces transaction costs and promotes financial inclusion, while also driving the adoption of digital transactions in the European region.

The integration of Artificial Intelligence (AI) and Machine Learning (ML) in Open Banking is further fueling the growth of the market. Big data analytics is enabling financial institutions to gain valuable insights into customer behavior and preferences, leading to personalized services and improved customer experience. The use of Open Banking is

The size of the Brazil Retail Banking Market was valued at USD 141.72 Million in 2023 and is projected to reach USD 288.71 Million by 2032, with an expected CAGR of 10.70% during the forecast period. The Brazil retail banking market encompasses the services and products offered by banks to individual consumers, including savings and checking accounts, personal loans, mortgages, credit cards, and investment options. Brazil’s banking sector is one of the largest in Latin America, driven by a mix of traditional banks, emerging digital-only banks, and fintech firms. A sizable portion of the population relies on retail banking for everyday transactions and savings, with a strong presence of established institutions like Banco do Brasil, Itaú Unibanco, and Bradesco. However, in recent years, digital banks such as Nubank and Banco Inter have gained significant traction, particularly among younger consumers seeking low-cost and easily accessible banking solutions. The market is shaped by Brazil’s regulatory environment, economic volatility, and a growing demand for digital services. The government and central bank have introduced reforms to encourage competition, financial inclusion, and the adoption of digital payment systems like PIX, a widely adopted instant payment system launched in 2020. These initiatives are helping to reduce reliance on cash and improve banking access for underbanked populations. Digital transformation has also enabled banks to enhance customer experience, streamline operations, and introduce personalized products that cater to varying income levels. Recent developments include: May 2022: CAIXA inaugurated a new unit in Rio das Ostras (RJ). Located at Rodovia Amaral Peixoto, 4170, Balneário Remanso Rio das Ostras -RJ, the unit will offer the entire portfolio of CAIXA products and services and operate the social programs of the federal government., May 2022: CAIXA inaugurates a new unit in Alenquer (PA). Located at Rua João Ferreira S/N, Centro, the unit will provide relationship customers with a complete service of CAIXA's portfolio of products and services., March 2022: CAIXA inaugurated new facilities in the Ariquemes (RO) branch located in the municipality of the same name, in Rondônia. The unit offers the entire portfolio of CAIXA products and services, in addition to operating the Federal Government's social programs., March 2022 - Banco do Brasil reopened the CDC Anticipation IRPF with attractive interest rates, which vary according to the client's profile, starting at 1.99% per month. BB customers can advance up to 100% of the Individual Income Tax refund amount, up to a limit of BRL 20 thousand., March 2022 - Itaú Unibanco inaugurated a center for specialized service for corporate clients in the West Zone of São Paulo (SP), especially small and medium enterprises. It is the sixth hub opened by the bank, and the first in São Paulo, with a new service model for customers in the segment. Itaú Empresas, as part of Itaú's Retail Transformation project, is located in the Pinheiros neighborhood. By April, the bank will have 15 units in different regions of the country.. Key drivers for this market are: Guaranteed Protection Drives The Market. Potential restraints include: Long and Costly Legal Procedures. Notable trends are: Digital Payments Are Driving a Profound Change in Brazil's Banking Sector.

The US retail banking market, a sector characterized by intense competition and evolving customer expectations, is projected to experience steady growth. While the provided data lacks specific market size figures, a reasonable estimation can be made. Given a CAGR of 4% and a base year of 2025, we can infer substantial market value. The growth is driven by factors such as increasing digital adoption among consumers, the rise of fintech innovation pushing traditional banks to adapt, and the persistent demand for personalized financial products and services. This necessitates banks to invest heavily in technology, enhance customer experience through seamless digital platforms, and expand their product offerings to remain competitive. Furthermore, regulatory changes and evolving consumer financial behaviors contribute to market dynamism. Despite robust growth projections, the market faces challenges. These include increasing operational costs, stringent regulatory compliance requirements, and the potential for economic downturns to impact consumer spending and loan demand. The competitive landscape, with established giants like JPMorgan Chase & Co., Bank of America Corp., and Wells Fargo & Co. alongside emerging fintech players, necessitates strategic adaptation and innovation to maintain market share. Successful players will be those who can successfully balance profitability with customer-centric strategies, effectively leveraging technology to improve efficiency and enhance customer experience, while adhering to evolving regulatory frameworks. Segmentation within the market will continue to be vital, with specialized offerings targeting demographics and individual needs. Recent developments include: In May 2021, HSBC announced that it is exiting the retail and small business banking market in the United States, in line with its strategy to refocus on corporate and investment banking in Asia., In November 2020, Wells Fargo announced a new solution to help business customers eliminate paper checks by using one-time virtual card numbers to digitally pay invoices through the WellsOne Virtual Card Payments service.. Key drivers for this market are: Next generation technologies, Optimized physical distribution: Analytics and workforce fluidity; Developing an omnichannel workforce. Potential restraints include: Next generation technologies, Optimized physical distribution: Analytics and workforce fluidity; Developing an omnichannel workforce. Notable trends are: The Spending by Retail Banks for digital banking is increasing in US..

Global Commercial Banking market size is expected to reach $7554.48 billion by 2029 at 14.5%, segmented as by syndicated loans, loan syndications for corporates, loan syndications for governments

************** was the leading bank in the United States as of December 2024, with its market share of total assets amounting to ***** percent. This means that the value of assets of ************** was equivalent to ***** percent of the total value of assets of all FDIC-insured institutions in the United States. Bank of America and Wells Fargo followed, with ***** and **** percent of the total banking assets, respectively. The value of JPMorgan Chase's total assets exceeded *** trillion U.S. dollars in 2024. JPMorgan Chase: an industry leader in U.S. banking JPMorgan Chase is undoubtedly one of the leading financial services companies in the United States. It does not only rank first in terms of market share of total assets, but it also has the largest market capitalization and value of total and domestic deposits. The New York-based banking giant is also among the largest banks globally. In terms of assets, JPMorgan Chased ranked fifth in 2023, with only four Chinese banks having had higher amounts of assets. Bank failures in the U.S. The failures of Silicon Valley Bank (SVB) and Signature Bank in March 2023 marked the first bank failures in the U.S. since 2021. The total assets lost in the failure of these two banks amounted to ***** billion U.S. dollars. In comparison, the total assets of the *** U.S. bank failures between 2010 and 2022 amounted to *** billion U.S. dollars. Both SVB and Signature Bank had a disproportionately low share of deposits of less than ******* U.S. dollars in the fourth quarter of 2022 (*** percent and *** percent, respectively), which meant that the majority of deposits held at these banks were not secured by the FDIC.

Graph and download economic data for Boone Indicator in Banking Market for World (DISCONTINUED) (DDOI051WA156NWDB) from 1999 to 2015 about boone indicator, banks, and depository institutions.

Load Bank Market size is estimated to be valued at USD 303.2 Mn in 2025 and is expected to expand at a CAGR of 4.5%, reaching USD 412.9 Mn by 2032.

The Global Blood Bank Market is Segmented by Product (Red Blood Cells, Whole Blood, Platelet, White Blood Cells, and Plasma), Bank Type (Private and Public), End User (Hospitals, Ambulatory Surgical Centers, and Other End Users), and Geography (North America, Europe, Asia-Pacific, Middle East, and Africa, and South America). The Market Size and Forecasts are Provided in Terms of Value (USD Million) for all the Above Segments.

This table shows the share of selected bank groups in the total balance of the Chinese banking market in 2009. Rural Genobanks had a share of **** percent in the total assets of Chinese banks.

Global Mitigation Banking Market size was USD 9.1 billion in 2022 and is grow to USD 23.3 billion by 2030 with a CAGR of roughly 12.5%.

virtual banking market size expected to register a steady revenue CAGR over the forecast period. Key factors providing impetus to market revenue growth are rapid digitization of the banking & financial services industry, growing adoption of cloud-based banking solutions by financial institutions

Global Retail Banking market size 2021 was recorded $1703.91 Billion whereas by the end of 2025 it will reach $2175.6 Billion. According to the author, by 2033 Retail Banking market size will become $3546.87. Retail Banking market will be growing at a CAGR of 6.3% during 2025 to 2033.