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Mobile payments apps are used by more than two billion people globally, with millions more coming online each year. In India, South-east Asia and South America, the younger generation skipped the...
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Description for each of the variables:
In financial year 2024, almost *** billion digital payments were recorded across India. This was a significant increase compared to the previous three years. Variety of digital payments The total value of digital payments included large-scale interbank payments, such as Real Time Gross Settlement (RTGS) or National Electronic Funds Transfer (NEFT), as well as payments used by individuals, such as credit and debit cards. India’s mobile payment system, Unified Payments Interface (UPI), recorded strong gains, both in numbers and in value, since 2015. Thereby, it comes as no surprise that international key players, such as Google Pay or Amazon Pay, entered the market. Nevertheless, the most used app in 2021 was domestic app PhonePe. COVID-19 effects Since the beginning of the COVID-19 pandemic in India, the number of digital payment transactions continued to grow. This was also true for the various methods of credit and debit transfers, including mobile payments through UPI. Nevertheless, the value of card payments and of large value credit transfers, such as RTGS, decreased considerably in financial year 2021.
This dataset contains information on over 13,000 different mobile phones scraped from 91 Mobiles, the largest gadget discovery site in India.
However, the dataset is uncleaned and contains a number of data quality issues, particularly in the last two columns (Per_Dis_Cam_Bat and Other_Features).
This makes it a great resource for those looking to practice data assessment and cleaning techniques. After cleaning and tidying the data, it can be used for exploratory data analysis (EDA), market analysis, and other research purposes related to the Indian mobile phone market.
The dataset includes the following columns:
Name: The name of the phone, including the brand and model. Spec Score: A rating given by 91 Mobiles based on various specifications and features. Operating System: The operating system the phone comes with out of the box. Price: The cost of the phone in Indian rupees. Per_Dis_Cam_Bat: This column includes data on the phone's processor, display, battery, and camera. Other Features: Additional details like the phone's storage capacity, SIM card type, fingerprint sensor, etc.
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There are two datasets available: an uncleaned raw one and a cleaned one, containing information of almost 12000 mobile phones. The data may be used to practice data cleaning, data analysis, preprocessing or model building.
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Our India Cell Phone Database provides accurate and active contacts to help you reach the right audience. Collected from genuine and trusted opt-in sources, this directory is designed to help your business grow quickly. It is perfect for SMS marketing and telemarketing, allowing companies to call or text prospects directly. With this India database, you can connect with customers who are genuinely interested in your products or services. If you are looking for a fast and reliable way to expand your business, this India mobile number dataset is the ideal solution.
Our List of India Cell Phone Data is an easy-to-purchase dataset that serves as a strategic marketing asset. This verified contact library allows businesses to run campaigns efficiently and achieve a high return on investment (ROI). With 95%+ verified accuracy, it includes thousands of up-to-date contacts, helping you expand your reach through SMS campaigns, cold calling, and call center operations.
SMS Marketing with India Directory is a profitable way to generate more business through direct marketing. This dataset supports both B2B (business-to-business) and B2C (business-to-consumer) campaigns. You can filter contacts by location, company size, or industry type, making your telemarketing more targeted and effective. It saves time, reduces costs, and increases conversions. Our packages are available at affordable prices, so you can choose the one that fits your business needs. This exclusive data is only available at Lead to Database.
Start reaching your audience today with the India Cell Phone Database. With Lead to Database, you get verified, high-quality contacts that make your direct marketing simpler, faster, and more effective.
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Comprehensive dataset containing 1 verified Cell phone accessory store businesses in complexMaharashtra, India with complete contact information, ratings, reviews, and location data.
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📄 Dataset Description: Smartprix Mobile Dataset Title: Smartprix Mobile Dataset Source: https://www.smartprix.com/mobiles License: Apache 2.0
📝 Overview This dataset contains detailed specifications of mobile phones scraped from Smartprix — a popular product comparison site. The data includes technical specifications, pricing, and ratings for a wide range of mobile devices available in the Indian market.
📦 Columns Included Column Name Description Name Full name of the smartphone Price Price in Indian Rupees (INR) Rating User rating (if available) SIM SIM type (Dual/Single SIM, 4G/5G supported) Processor Chipset used in the phone (e.g., Snapdragon 8 Gen 1) RAM Amount of RAM Battery Battery capacity (e.g., 5000 mAh) Display Display size and resolution Camera Primary camera specification Card Expandable storage support (e.g., microSD) OS Operating system (e.g., Android 13)
📊 Potential Use Cases Market trend analysis for mobile phones
Feature comparison across brands
Recommendation systems for e-commerce
NLP applications (e.g., generating product summaries)
⚠️ Disclaimer This dataset was collected using publicly available data from Smartprix.com and is intended for educational and research purposes only. Ensure compliance with the source’s terms of service before commercial use.
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Total-Cashflows-From-Financing-Activities Time Series for HDFC Bank Limited. HDFC Bank Limited engages in the provision of banking and financial services to individuals and businesses in India, Bahrain, Hong Kong, Singapore, and Dubai. The company operates in three segments: Treasury, Retail Banking, Wholesale Banking, and Other Banking Services. It accepts savings, salary, current, rural, public provident fund, pension, and demat accounts; fixed and recurring deposits; and safe deposit lockers, as well as offshore accounts and deposits, and overdrafts against fixed deposits. The company also provides personal, home, car, two-wheeler, business, doctor, educational, gold, consumer, and rural loans; loans against properties, securities, mutual funds, rental receivables, and assets; loans for professionals; government sponsored programs; and loans on credit card, as well as working capital and commercial/construction equipment finance, healthcare/medical equipment and commercial vehicle finance, dealer finance, and term loans. In addition, it offers credit, debit, prepaid, and forex cards; payment and collection, export, import, remittance, bank guarantee, letter of credit, trade, hedging, and merchant and cash management services; insurance and investment products. Further, the company provides short term finance, bill discounting, structured finance, export credit, loan repayment, and documents collection services; online and wholesale, mobile, and phone banking services; unified payment interface, immediate payment, national electronic funds transfer, and real time gross settlement services; and channel financing, vendor financing, reimbursement account, money market, derivatives, employee trusts, cash surplus corporates, tax payment, and bankers to rights/public issue services, as well as financial solutions for supply chain partners and agricultural customers. It operates branches and automated teller machines in various cities/towns. The company was incorporated in 1994 and is headquartered in Mumbai, India.
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Income-Before-Tax Time Series for HDFC Bank Limited. HDFC Bank Limited engages in the provision of banking and financial services to individuals and businesses in India, Bahrain, Hong Kong, Singapore, and Dubai. The company operates in three segments: Treasury, Retail Banking, Wholesale Banking, and Other Banking Services. It accepts savings, salary, current, rural, public provident fund, pension, and demat accounts; fixed and recurring deposits; and safe deposit lockers, as well as offshore accounts and deposits, and overdrafts against fixed deposits. The company also provides personal, home, car, two-wheeler, business, doctor, educational, gold, consumer, and rural loans; loans against properties, securities, mutual funds, rental receivables, and assets; loans for professionals; government sponsored programs; and loans on credit card, as well as working capital and commercial/construction equipment finance, healthcare/medical equipment and commercial vehicle finance, dealer finance, and term loans. In addition, it offers credit, debit, prepaid, and forex cards; payment and collection, export, import, remittance, bank guarantee, letter of credit, trade, hedging, and merchant and cash management services; insurance and investment products. Further, the company provides short term finance, bill discounting, structured finance, export credit, loan repayment, and documents collection services; online and wholesale, mobile, and phone banking services; unified payment interface, immediate payment, national electronic funds transfer, and real time gross settlement services; and channel financing, vendor financing, reimbursement account, money market, derivatives, employee trusts, cash surplus corporates, tax payment, and bankers to rights/public issue services, as well as financial solutions for supply chain partners and agricultural customers. It operates branches and automated teller machines in various cities/towns. The company was incorporated in 1994 and is headquartered in Mumbai, India.
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Net-Income-From-Continuing-Operations Time Series for HDFC Bank Limited. HDFC Bank Limited engages in the provision of banking and financial services to individuals and businesses in India, Bahrain, Hong Kong, Singapore, and Dubai. The company operates in three segments: Treasury, Retail Banking, Wholesale Banking, and Other Banking Services. It accepts savings, salary, current, rural, public provident fund, pension, and demat accounts; fixed and recurring deposits; and safe deposit lockers, as well as offshore accounts and deposits, and overdrafts against fixed deposits. The company also provides personal, home, car, two-wheeler, business, doctor, educational, gold, consumer, and rural loans; loans against properties, securities, mutual funds, rental receivables, and assets; loans for professionals; government sponsored programs; and loans on credit card, as well as working capital and commercial/construction equipment finance, healthcare/medical equipment and commercial vehicle finance, dealer finance, and term loans. In addition, it offers credit, debit, prepaid, and forex cards; payment and collection, export, import, remittance, bank guarantee, letter of credit, trade, hedging, and merchant and cash management services; insurance and investment products. Further, the company provides short term finance, bill discounting, structured finance, export credit, loan repayment, and documents collection services; online and wholesale, mobile, and phone banking services; unified payment interface, immediate payment, national electronic funds transfer, and real time gross settlement services; and channel financing, vendor financing, reimbursement account, money market, derivatives, employee trusts, cash surplus corporates, tax payment, and bankers to rights/public issue services, as well as financial solutions for supply chain partners and agricultural customers. It operates branches and automated teller machines in various cities/towns. The company was incorporated in 1994 and is headquartered in Mumbai, India.
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Return-On-Assets Time Series for HDFC Bank Limited. HDFC Bank Limited engages in the provision of banking and financial services to individuals and businesses in India, Bahrain, Hong Kong, Singapore, and Dubai. The company operates in three segments: Treasury, Retail Banking, Wholesale Banking, and Other Banking Services. It accepts savings, salary, current, rural, public provident fund, pension, and demat accounts; fixed and recurring deposits; and safe deposit lockers, as well as offshore accounts and deposits, and overdrafts against fixed deposits. The company also provides personal, home, car, two-wheeler, business, doctor, educational, gold, consumer, and rural loans; loans against properties, securities, mutual funds, rental receivables, and assets; loans for professionals; government sponsored programs; and loans on credit card, as well as working capital and commercial/construction equipment finance, healthcare/medical equipment and commercial vehicle finance, dealer finance, and term loans. In addition, it offers credit, debit, prepaid, and forex cards; payment and collection, export, import, remittance, bank guarantee, letter of credit, trade, hedging, and merchant and cash management services; insurance and investment products. Further, the company provides short term finance, bill discounting, structured finance, export credit, loan repayment, and documents collection services; online and wholesale, mobile, and phone banking services; unified payment interface, immediate payment, national electronic funds transfer, and real time gross settlement services; and channel financing, vendor financing, reimbursement account, money market, derivatives, employee trusts, cash surplus corporates, tax payment, and bankers to rights/public issue services, as well as financial solutions for supply chain partners and agricultural customers. It operates branches and automated teller machines in various cities/towns. The company was incorporated in 1994 and is headquartered in Mumbai, India.
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Net-Interest-Income Time Series for HDFC Bank Limited. HDFC Bank Limited engages in the provision of banking and financial services to individuals and businesses in India, Bahrain, Hong Kong, Singapore, and Dubai. The company operates in three segments: Treasury, Retail Banking, Wholesale Banking, and Other Banking Services. It accepts savings, salary, current, rural, public provident fund, pension, and demat accounts; fixed and recurring deposits; and safe deposit lockers, as well as offshore accounts and deposits, and overdrafts against fixed deposits. The company also provides personal, home, car, two-wheeler, business, doctor, educational, gold, consumer, and rural loans; loans against properties, securities, mutual funds, rental receivables, and assets; loans for professionals; government sponsored programs; and loans on credit card, as well as working capital and commercial/construction equipment finance, healthcare/medical equipment and commercial vehicle finance, dealer finance, and term loans. In addition, it offers credit, debit, prepaid, and forex cards; payment and collection, export, import, remittance, bank guarantee, letter of credit, trade, hedging, and merchant and cash management services; insurance and investment products. Further, the company provides short term finance, bill discounting, structured finance, export credit, loan repayment, and documents collection services; online and wholesale, mobile, and phone banking services; unified payment interface, immediate payment, national electronic funds transfer, and real time gross settlement services; and channel financing, vendor financing, reimbursement account, money market, derivatives, employee trusts, cash surplus corporates, tax payment, and bankers to rights/public issue services, as well as financial solutions for supply chain partners and agricultural customers. It operates branches and automated teller machines in various cities/towns. The company was incorporated in 1994 and is headquartered in Mumbai, India.
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Insurance Software Market Size 2025-2029
The insurance software market size is forecast to increase by USD 9.87 billion, at a CAGR of 9.3% between 2024 and 2029.
The market is experiencing significant growth and transformation, driven by increasing government regulations mandating insurance coverage in developing countries and the integration of wearables into customer engagement metrics for life insurance. These trends reflect a growing emphasis on risk management and personalized customer experiences. However, the market also faces challenges, including a tightening regulatory environment for insurance players. Compliance with evolving regulations is essential to maintain market position and mitigate potential penalties. Additionally, the integration of wearables presents opportunities for more accurate risk assessment and personalized pricing, but also raises concerns around data privacy and security.
To capitalize on market opportunities and navigate challenges effectively, insurance providers must stay informed of regulatory changes and invest in robust data security measures. By embracing technology and adapting to regulatory requirements, insurers can enhance their offerings and build stronger relationships with customers.
What will be the Size of the Insurance Software Market during the forecast period?
Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
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The market continues to evolve, with dynamic market activities shaping its landscape. Entities reporting and analytics, user experience (UX), regulatory reporting, integration APIs, database management, machine learning (ML), data security, cloud computing, data privacy, sales management, and various other components are increasingly integrated to offer comprehensive solutions. Policy issuance, customer portals, document management, and broker management are seamlessly integrated into the policy lifecycle, enabling efficient and effective operations. Predictive analytics, microservices architecture, and agile development are transforming the industry, allowing insurers to make data-driven decisions and respond quickly to market trends. User interface (UI) and mobile applications are essential for enhancing the customer experience, while API integrations and sales force automation streamline internal processes.
Actuarial modeling, billing systems, quality assurance (QA), commission management, and premium calculation are crucial for accurate risk assessment and pricing. Data analytics, claims management, reporting & analytics, and machine learning (ML) are at the forefront of innovation, enabling insurers to detect fraud, process claims efficiently, and gain valuable insights from vast amounts of data. Data security, cloud computing, and data privacy are paramount in ensuring the protection of sensitive information. The ongoing evolution of the market reflects the industry's commitment to meeting the ever-changing needs of customers and regulatory requirements. The integration of these advanced technologies and processes will continue to reshape the market, offering new opportunities for growth and efficiency.
How is this Insurance Software Industry segmented?
The insurance software industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.
Deployment
On-premises
Cloud-based
Type
Life insurance
Accident and health insurance
Property and casualty insurance
Others
End-user
Insurance companies
Agencies
Brokers
Geography
North America
US
Canada
Europe
France
Germany
Italy
UK
APAC
China
India
Japan
South Korea
Rest of World (ROW)
By Deployment Insights
The on-premises segment is estimated to witness significant growth during the forecast period.
The market is witnessing significant growth due to the adoption of advanced technologies such as predictive analytics, microservices architecture, and artificial intelligence (AI) in policy administration, claims management, and risk management. Customer portals and document management systems facilitate seamless interaction between insurers and policyholders, enhancing the user experience (UX). Policy issuance and renewal management are streamlined through API integrations and agile development, enabling real-time processing. Mobility is a key trend, with insurers developing mobile applications to cater to the growing demand for on-the-go access to insurance services. Data analytics and regulatory reporting are essential components, ensuring compliance with industry regulations and providing valuable insights for strategic decision-making.
Policy lifecycle managem
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Accumulated-Depreciation Time Series for HDFC Bank Limited. HDFC Bank Limited engages in the provision of banking and financial services to individuals and businesses in India, Bahrain, Hong Kong, Singapore, and Dubai. The company operates in three segments: Treasury, Retail Banking, Wholesale Banking, and Other Banking Services. It accepts savings, salary, current, rural, public provident fund, pension, and demat accounts; fixed and recurring deposits; and safe deposit lockers, as well as offshore accounts and deposits, and overdrafts against fixed deposits. The company also provides personal, home, car, two-wheeler, business, doctor, educational, gold, consumer, and rural loans; loans against properties, securities, mutual funds, rental receivables, and assets; loans for professionals; government sponsored programs; and loans on credit card, as well as working capital and commercial/construction equipment finance, healthcare/medical equipment and commercial vehicle finance, dealer finance, and term loans. In addition, it offers credit, debit, prepaid, and forex cards; payment and collection, export, import, remittance, bank guarantee, letter of credit, trade, hedging, and merchant and cash management services; insurance and investment products. Further, the company provides short term finance, bill discounting, structured finance, export credit, loan repayment, and documents collection services; online and wholesale, mobile, and phone banking services; unified payment interface, immediate payment, national electronic funds transfer, and real time gross settlement services; and channel financing, vendor financing, reimbursement account, money market, derivatives, employee trusts, cash surplus corporates, tax payment, and bankers to rights/public issue services, as well as financial solutions for supply chain partners and agricultural customers. It operates branches and automated teller machines in various cities/towns. The company was incorporated in 1994 and is headquartered in Mumbai, India.
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Minority-Interest-Expense Time Series for HDFC Bank Limited. HDFC Bank Limited engages in the provision of banking and financial services to individuals and businesses in India, Bahrain, Hong Kong, Singapore, and Dubai. The company operates in three segments: Treasury, Retail Banking, Wholesale Banking, and Other Banking Services. It accepts savings, salary, current, rural, public provident fund, pension, and demat accounts; fixed and recurring deposits; and safe deposit lockers, as well as offshore accounts and deposits, and overdrafts against fixed deposits. The company also provides personal, home, car, two-wheeler, business, doctor, educational, gold, consumer, and rural loans; loans against properties, securities, mutual funds, rental receivables, and assets; loans for professionals; government sponsored programs; and loans on credit card, as well as working capital and commercial/construction equipment finance, healthcare/medical equipment and commercial vehicle finance, dealer finance, and term loans. In addition, it offers credit, debit, prepaid, and forex cards; payment and collection, export, import, remittance, bank guarantee, letter of credit, trade, hedging, and merchant and cash management services; insurance and investment products. Further, the company provides short term finance, bill discounting, structured finance, export credit, loan repayment, and documents collection services; online and wholesale, mobile, and phone banking services; unified payment interface, immediate payment, national electronic funds transfer, and real time gross settlement services; and channel financing, vendor financing, reimbursement account, money market, derivatives, employee trusts, cash surplus corporates, tax payment, and bankers to rights/public issue services, as well as financial solutions for supply chain partners and agricultural customers. It operates branches and automated teller machines in various cities/towns. The company was incorporated in 1994 and is headquartered in Mumbai, India.
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Goodwill-and-Other-Intagible-Assets Time Series for HDFC Bank Limited. HDFC Bank Limited engages in the provision of banking and financial services to individuals and businesses in India, Bahrain, Hong Kong, Singapore, and Dubai. The company operates in three segments: Treasury, Retail Banking, Wholesale Banking, and Other Banking Services. It accepts savings, salary, current, rural, public provident fund, pension, and demat accounts; fixed and recurring deposits; and safe deposit lockers, as well as offshore accounts and deposits, and overdrafts against fixed deposits. The company also provides personal, home, car, two-wheeler, business, doctor, educational, gold, consumer, and rural loans; loans against properties, securities, mutual funds, rental receivables, and assets; loans for professionals; government sponsored programs; and loans on credit card, as well as working capital and commercial/construction equipment finance, healthcare/medical equipment and commercial vehicle finance, dealer finance, and term loans. In addition, it offers credit, debit, prepaid, and forex cards; payment and collection, export, import, remittance, bank guarantee, letter of credit, trade, hedging, and merchant and cash management services; insurance and investment products. Further, the company provides short term finance, bill discounting, structured finance, export credit, loan repayment, and documents collection services; online and wholesale, mobile, and phone banking services; unified payment interface, immediate payment, national electronic funds transfer, and real time gross settlement services; and channel financing, vendor financing, reimbursement account, money market, derivatives, employee trusts, cash surplus corporates, tax payment, and bankers to rights/public issue services, as well as financial solutions for supply chain partners and agricultural customers. It operates branches and automated teller machines in various cities/towns. The company was incorporated in 1994 and is headquartered in Mumbai, India.
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Cash-and-Equivalents Time Series for HDFC Bank Limited. HDFC Bank Limited engages in the provision of banking and financial services to individuals and businesses in India, Bahrain, Hong Kong, Singapore, and Dubai. The company operates in three segments: Treasury, Retail Banking, Wholesale Banking, and Other Banking Services. It accepts savings, salary, current, rural, public provident fund, pension, and demat accounts; fixed and recurring deposits; and safe deposit lockers, as well as offshore accounts and deposits, and overdrafts against fixed deposits. The company also provides personal, home, car, two-wheeler, business, doctor, educational, gold, consumer, and rural loans; loans against properties, securities, mutual funds, rental receivables, and assets; loans for professionals; government sponsored programs; and loans on credit card, as well as working capital and commercial/construction equipment finance, healthcare/medical equipment and commercial vehicle finance, dealer finance, and term loans. In addition, it offers credit, debit, prepaid, and forex cards; payment and collection, export, import, remittance, bank guarantee, letter of credit, trade, hedging, and merchant and cash management services; insurance and investment products. Further, the company provides short term finance, bill discounting, structured finance, export credit, loan repayment, and documents collection services; online and wholesale, mobile, and phone banking services; unified payment interface, immediate payment, national electronic funds transfer, and real time gross settlement services; and channel financing, vendor financing, reimbursement account, money market, derivatives, employee trusts, cash surplus corporates, tax payment, and bankers to rights/public issue services, as well as financial solutions for supply chain partners and agricultural customers. It operates branches and automated teller machines in various cities/towns. The company was incorporated in 1994 and is headquartered in Mumbai, India.
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Interest-Income Time Series for HDFC Bank Limited. HDFC Bank Limited engages in the provision of banking and financial services to individuals and businesses in India, Bahrain, Hong Kong, Singapore, and Dubai. The company operates in three segments: Treasury, Retail Banking, Wholesale Banking, and Other Banking Services. It accepts savings, salary, current, rural, public provident fund, pension, and demat accounts; fixed and recurring deposits; and safe deposit lockers, as well as offshore accounts and deposits, and overdrafts against fixed deposits. The company also provides personal, home, car, two-wheeler, business, doctor, educational, gold, consumer, and rural loans; loans against properties, securities, mutual funds, rental receivables, and assets; loans for professionals; government sponsored programs; and loans on credit card, as well as working capital and commercial/construction equipment finance, healthcare/medical equipment and commercial vehicle finance, dealer finance, and term loans. In addition, it offers credit, debit, prepaid, and forex cards; payment and collection, export, import, remittance, bank guarantee, letter of credit, trade, hedging, and merchant and cash management services; insurance and investment products. Further, the company provides short term finance, bill discounting, structured finance, export credit, loan repayment, and documents collection services; online and wholesale, mobile, and phone banking services; unified payment interface, immediate payment, national electronic funds transfer, and real time gross settlement services; and channel financing, vendor financing, reimbursement account, money market, derivatives, employee trusts, cash surplus corporates, tax payment, and bankers to rights/public issue services, as well as financial solutions for supply chain partners and agricultural customers. It operates branches and automated teller machines in various cities/towns. The company was incorporated in 1994 and is headquartered in Mumbai, India.
In 2024, global retail e-commerce sales reached an estimated ************ U.S. dollars. Projections indicate a ** percent growth in this figure over the coming years, with expectations to come close to ************** dollars by 2028. World players Among the key players on the world stage, the American marketplace giant Amazon holds the title of the largest e-commerce player globally, with a gross merchandise value of nearly *********** U.S. dollars in 2024. Amazon was also the most valuable retail brand globally, followed by mostly American competitors such as Walmart and the Home Depot. Leading e-tailing regions E-commerce is a dormant channel globally, but nowhere has it been as successful as in Asia. In 2024, the e-commerce revenue in that continent alone was measured at nearly ************ U.S. dollars, outperforming the Americas and Europe. That year, the up-and-coming e-commerce markets also centered around Asia. The Philippines and India stood out as the swiftest-growing e-commerce markets based on online sales, anticipating a growth rate surpassing ** percent.
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Mobile payments apps are used by more than two billion people globally, with millions more coming online each year. In India, South-east Asia and South America, the younger generation skipped the...