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Press Releases from Allied Market Research (61856 total)

U.S. Video Surveillance Market Insights 2021 - New Product Enhancements to Flour …

The Report Shades a Light on Future and Opportunities in the U.S. Video Surveillance Industry. The U.S. Video Surveillance Market size was valued at $8.29 billion in 2019, and is projected to reach $23.60 billion by 2027, registering a CAGR of 13.9% from 2020 to 2027 according to a new report by Allied Market Research. The report covers an analysis of the major impacting factors and top 10 investment pockets that

AR/VR Smart Glasses Market 2021 - Top Factors Responsible for the Rapid Growth i …

The Report Shades a Light on Future and Opportunities in the AR/VR Smart Glasses Industry. The AR/VR Smart Glasses Market size was valued at $8.31 billion in 2019, and is projected to reach $33.16 billion by 2027, registering a CAGR of 16.6% from 2020 to 2027 according to a new report by Allied Market Research. The report covers an analysis of the major impacting factors and top 10 investment pockets that

Horse Riding Apparel Market | Global Outlook Analysis Size ($4.1 Billion), Trend …

According to the report published by Allied Market Research, the global horse riding apparel market generated $2.7 billion in 2021, and is estimated to reach $4.1 billion by 2031, witnessing a CAGR of 4.5% from 2022 to 2031. The report offers a detailed analysis of changing market trends, top segments, key investment pockets, value chain, regional landscape, and competitive scenario. The report is a helpful source of information for leading

Digital Printing Market Rising New Business Opportunities for Investors | Canon, …

The Report Shades a Light on Future and Opportunities in the Digital Printing Industry. The Digital Printing Market size was valued at $25.74 billion in 2019, and is projected to reach $35.71 billion by 2028, registering a CAGR of 3.7% from 2021 to 2028 according to a new report by Allied Market Research. The report covers an analysis of the major impacting factors and top 10 investment pockets that influence the

Interactive Whiteboard Market 2021 - Present Scenario on Growth Analysis Along w …

The Report Shades a Light on Future and Opportunities in the Interactive Whiteboard Industry. The Interactive Whiteboard Market size was valued at $4.29 billion in 2020, and is projected to reach $7.35 billion by 2030 to register a CAGR of 6.0% from 2021 to 2030 according to a new report by Allied Market Research. The report covers an analysis of the major impacting factors and top 10 investment pockets that influence

Wet Cat Food Market Size to Surpass $7.9 Billion by 2030

The global wet cat food market size was valued at $4.6 billion in 2020, and is projected to reach $7.9 billion by 2030, registering a CAGR of 5.7% from 2021 to 2030. Request Free Sample Report at: https://www.alliedmarketresearch.com/request-sample/3505 Wet cat food contains about 10.0% water and 90% of other dry ingredients. It is a rich source of proteins and fats, which improve its taste. Meat and animal derivatives are some of the

Bamboo Toothbrush Market Size to Reach 10.6% from 2022 to 2031

The global Bamboo Toothbrush Market Size was at $30.2 million in 2021, and is projected to reach $81.1 million by 2031, growing at a CAGR of 10.6% from 2022 to 2031. Download Free Sample Report : https://www.alliedmarketresearch.com/request-sample/11541 According to Center for Disease Control and Prevention (CDC), in the US 46% adult population aged 30 years or older shows signs of gum diseases, among 9% of them suffers from severe gum disease. The

Flanges Market Growth, Size, Trends, Share, Opportunities and Forecast to 2031

The flanges market report assesses the industry's market reach, revenue scope, and growth while also monitoring the current trends at the regional level. Moreover, the study focuses on the major market segments, along with emphasizing on the driving and restraining factors. In short, Allied Market Research does a SWOT analysis of the market. The report includes a study of strategic partnerships, joint ventures, and innovative product launches by the key

Metal Structural Insulation Panels Market Growth, Development and Key Manufactur …

The metal structural insulation panels market report assesses the industry's market reach, revenue scope, and growth while also monitoring the current trends at the regional level. Moreover, the study focuses on the major market segments, along with emphasizing on the driving and restraining factors. In short, Allied Market Research does a SWOT analysis of the market. The report includes a study of strategic partnerships, joint ventures, and innovative product launches

Custom Manufacturing Market Size, Share, Growth, Trends and Forecast 2031

The custom manufacturing market report assesses the industry's market reach, revenue scope, and growth while also monitoring the current trends at the regional level. Moreover, the study focuses on the major market segments, along with emphasizing on the driving and restraining factors. In short, Allied Market Research does a SWOT analysis of the market. The report includes a study of strategic partnerships, joint ventures, and innovative product launches by the

Power Plant Control System Market to Perceive Substantial Growth during 2030

Power plant control systems are the system used to regulate, monitor, and control power plants. Power plant control systems can be categorized on the basis of systems which includes automatic and manual. Automatic operation or automatic control system means that electrical devices are part of automatic control sequences executed in an automation controller. This requirement applies only to those devices that interact with process control. In addition, software such as

Busway-Bus Duct Market Forecast to 2031 with Key Companies Profile, Supply, Dema …

The busway-bus duct market report assesses the industry's market reach, revenue scope, and growth while also monitoring the current trends at the regional level. Moreover, the study focuses on the major market segments, along with emphasizing on the driving and restraining factors. In short, Allied Market Research does a SWOT analysis of the market. The report includes a study of strategic partnerships, joint ventures, and innovative product launches by the

Transportation Battery Recycling Market Growth Set to Surge Significantly During …

Over the past ten years, the market for Electric Vehicles (EVs) increased dramatically, partly due to aggressive sales goals set globally. Lithium-ion batteries must be carefully discarded at end-of-life to maximize reuse and recycling, which necessitates an effective and secure system for its collection and transportation. According to a new report published by Allied Market Research, titled, "Transportation Battery Recycling Market," The transportation battery recycling market size was valued at

Industrial Gases Market Size, Growth, Trends, Opportunities and Forecast to 2031

Industrial gases mainly consist of carbon dioxide, hydrogen, nitrogen, oxygen, and noble gases (helium, neon, argon, krypton, xenon, and radon). The atmospheric gases like oxygen, nitrogen, and argon are captured by reducing the temperature of the air until the respective components get liquefied and separated. New developments are taking place in healthcare with increasing emphasis on a healthier and generally better quality of life. In addition to oxygen, nitrous oxide,

Power Distribution Unit Market Is Expected to Grow Tremendously By 2030

A power distribution unit is an electrical device that has multiple sources of integrated power outputs. Each power output socket can be connected to a computing or networking device directly. There are two types of PDUs, namely, rack-mounted and floor mounted. A rack-mountable power distribution unit (PDU) is directly attached to the rack and controls and monitors power to individual servers, switches, and other data center devices, as well as

Disposable Cutlery Market Size is Predicted to Grow $16.2 Billion by 2031

According to the report published by Allied Market Research, the global disposable cutlery market garnered $ $10.1 billion in 2021, and is estimated to generate $16.2 billion by 2031, manifesting a CAGR of 4.8% from 2022 to 2031. The report provides an extensive analysis of changing market dynamics, major segments, value chain, competitive scenario, and regional landscape. This research offers a valuable guidance to leading players, investors, shareholders, and startups

Functional Pet Food Industry is to Grow at a CAGR 8.8% from 2021 to 2030

The functional pet food market size was valued at $1,954.8 million in 2020, and is estimated to reach $4,676.1 million by 2030, registering a CAGR of 8.8% from 2021 to 2030. Request The Free Sample PDF Of This Report : @ https://www.alliedmarketresearch.com/request-sample/12220 Functional food is gaining significant traction among pet owners due to benefits associated with functional pet food to improve immune system strength, bone, brain, & muscle health, reduce postprandial glucose

Industrial maintenance services market potential growth, Share, Demand and analy …

The industrial maintenance services market report assesses the industry's market reach, revenue scope, and growth while also monitoring the current trends at the regional level. Moreover, the study focuses on the major market segments, along with emphasizing on the driving and restraining factors. In short, Allied Market Research does a SWOT analysis of the market. The report includes a study of strategic partnerships, joint ventures, and innovative product launches by

5G Chipset Market 2021: Expeditious Growth Expected in Coming Years | Qualcomm T …

The Report Shades a Light on Future and Opportunities in the 5G Chipset Industry. The 5G Chipset Market size was valued at $13.26 billion in 2020, and is projected to reach $92.05 billion by 2030, registering a CAGR of 21.8% from 2021 to 2030 according to a new report by Allied Market Research. The report covers an analysis of the major impacting factors and top 10 investment pockets that influence the

Metal additive manufacturing market Manufacturers and Development for Global Reg …

The metal additive manufacturing market report assesses the industry's market reach, revenue scope, and growth while also monitoring the current trends at the regional level. Moreover, the study focuses on the major market segments, along with emphasizing on the driving and restraining factors. In short, Allied Market Research does a SWOT analysis of the market. The report includes a study of strategic partnerships, joint ventures, and innovative product launches by the

Shoe with Knitted Upper Market | Global Opportunity Analysis Size ($3,195.1 Mill …

The shoe with knitted upper market size was valued at $2,031.0 million in 2017 and is expected to grow at a CAGR of 5.9% to reach $3,195.1 million by 2025. Download Free Sample Report:https://www.alliedmarketresearch.com/request-sample/5230 With the improvement of living standards, higher demand has been witnessed for comfort of sportswear and athleisure such as lightweight, functional, and other aesthetic effects. Knitted technology can be directly used with dyed yarn without any dying

Industrial ventilation equipment market In-Depth Profiling With Key Players and …

The industrial ventilation equipment market report assesses the industry's market reach, revenue scope, and growth while also monitoring the current trends at the regional level. Moreover, the study focuses on the major market segments, along with emphasizing on the driving and restraining factors. In short, Allied Market Research does a SWOT analysis of the market. The report includes a study of strategic partnerships, joint ventures, and innovative product launches by

Worldwide Sales Of Energy Supplement market Is Slated To Accelerate At A CAGR Of …

According to a new report published by Allied Market Research, titled, "Energy Supplement Market," The energy supplement market was valued at $83.5 billion in 2021, and is estimated to reach $152.5 billion by 2031, growing at a CAGR of 6.4% from 2022 to 2031. Energy drinks and gels are specialized nutrition products that are designed to boost performance. An energy drink is a beverage that is marketed as being able to

Coco Coir Market to Reach $525.70 Million by 2027 | Size, Share, Growth Factors, …

According to a new report published by Allied Market Research, titled, "Coco Coir Market by Product, Application, and Consumer: Opportunity Analysis and Industry Forecast, 2020-2027," the coco coir market size was valued at $369.70 million in 2019, and is expected to garner $525.70 million by 2027, registering a CAGR of 8.2% from 2020 to 2027 Key findings of the study On the basis of product, the coco coir grow bags segment was

Eucalyptus Oil Market Size, Share , Key Benefits for Stakeholders | Key Insights …

According to a new report published by Allied Market Research, titled, "Eucalyptus Oil Market by Nature, Application, and Distribution Channel: Global Opportunity Analysis and Industry Forecast, 2021-2030," The global eucalyptus oil market size was valued at $135.5 million in 2020, and is projected to reach $252.0 Million by 2030, registering a CAGR of 6.6% from 2021 to 2030. The conventional segment was the highest contributor to the market, with $72.9

Workplace Wellness Market May See a Big Move | Fitbit, Novant Health, EXOS, Virg …

Allied Market Research published a report, titled, "Workplace Wellness Market by Type (Weight Management & Fitness Services, Smoking Cessation Nutrition and Dietary Plan, Stress Management Services, and Health Screening), End User (Small-Size Private Organizations, Mid-Size Private Organizations, Large-Size Private Organizations, Public Sector, and Non-Governmental Organizations): Global Opportunity Analysis and Industry Forecast, 2019-2026." According to the report, the global workplace wellness industry was estimated at $46.08 billion in 2018 and is

Chemical Logistics Market : Roadways, Railways, Airways, Waterways, and Pipeline …

The global chemical logistics market size was valued at $253.71 billion in 2019, and is projected to reach $322.54 billion by 2027, registering a CAGR of 3.9% from 2020 to 2027. By region, Asia-Pacific dominated the market, followed by North America, Europe, and LAMEA in 2019. China dominated the Asia-Pacific chemical logistics market share in 2019, and Africa is anticipated to exhibit a remarkable growth during the forecast period. Download Report Sample

Contract Logistics Market : Transportation, Warehousing, Distribution, Aftermark …

According to a new report published by Allied Market Research, titled, "Contract Logistics Market," The contract logistics market was valued at $243.60 billion in 2021, and is estimated to reach $505.3 billion by 2031, growing at a CAGR of 7.5% from 2022 to 2031. The concept of contract logistics is typically attributed to the long-term assumption of complex logistical service packages by forwarding agents or parcel services. In essence, it is

Automotive Logistics Market : Warehousing, Transportation, Domestic, Internation …

According to a new report published by Allied Market Research, titled, "Automotive Logistics Market," The automotive logistics market was valued at $241.70 billion in 2021, and is estimated to reach $433.6 billion by 2031, growing at a CAGR of 6.1% from 2022 to 2031. Asia-Pacific is expected to dominate the global automotive logistics market. The growth of the market in Asia-Pacific is majorly attributed to the booming e-commerce industry in emerging

Hazardous Goods Logistics Market : Seaways, Roadways, Railways, Airways, Storage …

The hazardous goods logistics market was valued at $200 billion in 2021, and is estimated to reach $382.9 billion by 2031, growing at a CAGR of 7% from 2022 to 2031. In 2021, Asia-Pacific region is dominating the market in terms of revenue, followed by North America, Europe, and LAMEA. U.S. and China dominated the hazardous goods logistics market during the forecast period. Increased adoption of outsourced logistics services in the

Key Insights on USD 18.6 billion Opportunity in the Industrial Hemp Market | Hem …

According to a new report published by Allied Market Research, titled, "Industrial Hemp Market by Type, Application, and Source: Opportunity Analysis and Industry Forecast, 2021-2027," The global industrial hemp market size was valued at $4.9 billion in 2019, and is projected to reach $18.6 billion by 2027, registering a CAGR of 22.4% from 2021 to 2027. Key Findings Of The Study By type, the hemp oil segment dominated the global market

Warehousing and Distribution Logistics Market : Healthcare, Manufacturing, Aeros …

According to a new report published by Allied Market Research, titled, "Warehousing and Distribution Logistics Market," The warehousing and distribution logistics market was valued at $12,018.98 billion in 2021, and is estimated to reach $25,788.7 billion by 2031, growing at a CAGR of 7.7% from 2022 to 2031. In 2021, Asia-Pacific is dominating the market in terms of revenue, followed by North America, Europe, and LAMEA. U.S. and China dominated the

Cookware Market Size is Projected to Reach $34.1 Billion by 2030, Nonstick Segme …

According to a new report published by Allied Market Research, titled, "Cookware Market by Product Type, by Material, by Distribution Channel: Global Opportunity Analysis and Industry Forecast, 2020-2030". The global cookware market was valued at $19.0 billion in 2020, and is estimated to reach $34.1 billion by 2030, growing at a CAGR of 6% from 2021 to 2030. Access Full Summary: https://www.alliedmarketresearch.com/cookware-market-A16433 An increasing number of chefs, the growing popularity of cooking

Key Insights on $2.1 Billion Opportunity 2031 Forecast in the Royal Jelly Market …

According to a new report published by Allied Market Research, titled, "Royal Jelly Market," The royal jelly market size was valued at $1.4 billion in 2021, and is estimated to reach $2.1 Billion by 2031, growing at a CAGR of 3.9% from 2022 to 2031. Global Top Leaders: Durham's Bee Farm, Glory Bee, Jiangshan Bee Enterprise, Nestlé S.A., Now Health Group, Inc., Nu-Health Products, Shamee Bee Farm Source Naturals, Inc, Y.S.

Shortening Market Expected to Reach $6,373.6 Million by 2030| Future Business Gr …

According to a new report published by Allied Market Research, titled, "Shortening Market by Source, Application, and Sales Channel: Global Opportunity Analysis and Industry Forecast, 2021-2030," The global shortening market size was valued at $4,250.0 million in 2020, and is estimated to reach $6,373.6 Million by 2030, registering a CAGR of 4.2% from 2021 to 2030. In 2020, the vegetables segment accounted for significant revenue share in the market, and is

Electronic Cigarette Market Registering At a CAGR of 16.8% From 2022 to 2031, is …

According to a new report, 'Electronic Cigarette Market 2022-2031'. "Electronic Cigarette Market by Product Type (Disposable, Rechargeable, and Modular), Flavor (Tobacco, Botanical, Fruit, Sweet, Beverage, and Others) and Distribution Channel (Specialist E-Cig Shops, Online, Supermarkets, Tobacconist, and Others): Global Opportunity Analysis and Industry Forecast, 2022-2031" The report offers an extensive analysis of changing market trends, key segments, top investment pockets, regional scenario, Porter's Five Forces, and competitive scenario. The global electronic

Mastopexy Market Expected to Reach $5.9 Billion by 2031

The mastopexy market was valued at $3.2 billion in 2021, and is estimated to reach $5.9 billion by 2031, growing at a CAGR of 6.3% from 2022 to 2031. A breast lift, also known as mastopexy, is a surgical procedure performed by a plastic surgeon to change the shape of the breasts. In a breast lift, excess skin is removed and breast tissue is reshaped to raise the breasts.

Baseball Equipment Market Is Set To Experience Revolutionary Growth of $5.1 Bill …

According to a new report published by Allied Market Research, titled, "Baseball Equipment Market," The baseball equipment market size was valued at $3.5 billion in 2021, and is estimated to reach $5.1 billion by 2031, growing at a CAGR of 3.8% from 2022 to 2031. Baseball is a subtle and complicated game for two teams that are predominantly played in U.S., Japan, Cuba, Dominican Republic, China, and other countries around the

Kyphoplasty Market Expected to Reach $1.2 Billion by 2031

The kyphoplasty market was valued at $632.45 million in 2021, and is estimated to reach $1.2 billion by 2031, growing at a CAGR of 6.2% from 2022 to 2031. Vertebral compression fracture (VCF) is a form of spinal disorder caused by the fracture of bones in the spinal cord as a result of osteoporosis, arthritis, or trauma. Kyphoplasty is one of the surgical options for treating this VCF. It commonly

Europe and Middle East and Africa Duty Paid Travel Retail Market is Estimated to …

According to a new report, titled, "Europe and Middle East and Africa Duty Paid Travel Retail Market by Product Type, Sales Channel and Mode of Travel: Global Opportunity Analysis and Industry Forecast, 2022-2030," The Europe duty paid travel retail market was valued at $ 10,657.7 million in 2019, and is estimated to reach $16,884.0 million by 2030, registering a CAGR of 6.1% from 2022 to 2030. The Middle East &

Viral Clearance Market Size is Gaining Momentum; Empowering Future Innovation in …

Allied Market Research published a report, titled, "Viral clearance Market by Method (Viral Removal, Viral Inactivation), by Application (Recombinant Proteins, Blood and Blood Products, Cellular and Gene Therapy Products, Vaccine, Other Applications), by End User (Pharmaceutical and Biotechnology Companies, Contract Research Organizations, Academic Research Institutes, Others): Global Opportunity Analysis and Industry Forecast, 2021-2031." According to the report, the global viral clearance industry was estimated at $425.9 million in 2021, and

Bauxite Cement Market Expected to Witness a Sustainable Growth Over 2022-2029

Allied Market Research published a new report, titled, "Bauxite Cement Market." The report offers an extensive analysis of key growth strategies, drivers, opportunities, key segment, Porter's Five Forces analysis, and competitive landscape. This study is a helpful source of information for market players, investors, VPs, stakeholders, and new entrants to gain thorough understanding of the industry and determine steps to be taken to gain competitive advantage. The report offers key drivers

Aircraft Flooring Market Overview Key Futuristic Trends and Competitive Landscap …

Allied Market Research recently published a report titled, "Global Aircraft Flooring Market - Opportunity Analysis and Industry Forecast, 2022-2029". According to the report, the recent technological advancements and launch of new products have a significant influence on the growth. The report includes a detailed analysis of the market trends, major driving factors, prime market players, and top investment pockets. It is vital for new market entrants, stakeholders, and shareholders to

Ashwagandha Extract Market is Anticipated to grow at a 11.4% CAGR Between 2022 a …

According to a new report published by Allied Market Research, titled, "Ashwagandha Extract Market," The ashwagandha extract market was valued at $864.30 million in 2021, and is estimated to reach $2.5 billion by 2031, growing at a CAGR of 11.4% from 2022 to 2031. Withania somnifera, a nightshade-family fruiting plant commonly known as winter cherry, is known as ashwagandha in Sanskrit. Similar to tomatillos and ground cherries, ashwagandha produces little orange

Alcoholic Energy Drinks Industry Is Likely To Expand At a CAGR of 8% Through 203 …

According to a new report published by Allied Market Research, titled, "Alcoholic Energy Drinks Market," The alcoholic energy drinks market was valued at $23.2 billion in 2021, and is estimated to reach $48.9 billion by 2031, growing at a CAGR of 8% from 2022 to 2031. An alcoholic energy drink is a combination of alcohol and other stimulants generally caffeine which is believed to increase alertness and attentional performance. The majority

Identity as a Service Market Expected to Reach USD 53 Billion by 2031

According to the report published by Allied Market Research, The Identity as a Service Market Expected to Reach USD 53 Billion by 2031. The report provides a detailed analysis of these key players of the global digital educational publishing market. These players have adopted different strategies such as new product launches, collaborations, expansion, joint ventures, agreements, and others to increase their market share and maintain dominant shares in different regions.

Bacterial Cell Culture Market Size is Gaining Momentum; Empowering Future Innova …

𝐀𝐥𝐥𝐢𝐞𝐝 𝐌𝐚𝐫𝐤𝐞𝐭 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐩𝐮𝐛𝐥𝐢𝐬𝐡𝐞𝐝 𝐚 𝐫𝐞𝐩𝐨𝐫𝐭, 𝐭𝐢𝐭𝐥𝐞𝐝, "Bacterial Cell Culture Market by Product Type (Media, Reagents, Sera), by Application (Disease Diagnosis, Food Testing, Water Testing, Others), by End user (Diagnostic Centers, Food Industry, Others): Global Opportunity Analysis and Industry Forecast, 2021-2031". According to the report, the global "𝐁𝐚𝐜𝐭𝐞𝐫𝐢𝐚𝐥 𝐂𝐞𝐥𝐥 𝐂𝐮𝐥𝐭𝐮𝐫𝐞 𝐌𝐚𝐫𝐤𝐞𝐭 𝐒𝐢𝐳𝐞 𝐰𝐚𝐬 𝐞𝐬𝐭𝐢𝐦𝐚𝐭𝐞𝐝 𝐚𝐭 𝐔𝐒𝐃 𝟐.𝟖 𝐛𝐢𝐥𝐥𝐢𝐨𝐧 𝐢𝐧 𝟐𝟎𝟐𝟏, 𝐚𝐧𝐝 𝐢𝐬 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐞𝐝 𝐭𝐨 𝐆𝐚𝐫𝐧𝐞𝐫 𝐔𝐒𝐃 𝟓.𝟐 𝐛𝐢𝐥𝐥𝐢𝐨𝐧 𝐛𝐲 𝟐𝟎𝟑𝟏,

POS Terminal Market | Key Players, Industry Overview and Forecasts to 2031

Surge in adoption of portable devices, either proprietary or third-party, as well as contactless capabilities for emerging forms of mobile payments, are driving the growth of the POS terminal market. Rise in demand for mobile POS terminal for convenience features such as invoice management, inventory management, and image scanner is increasing across industry verticals such as retail, tourism, and ecommerce will drive the growth for POS terminal market. Download Sample

Ascorbic Acid Market to Hit US$2.2 Billion, Globally by 2031 | Industry Analysis …

According to a new report published by Allied Market Research, titled, "Ascorbic Acid Market," The ascorbic acid market was valued at $1.3 billion in 2021, and is estimated to reach $2.2 billion by 2031, growing at a CAGR of 5.2% from 2022 to 2031. Request Free Sample Report: https://www.alliedmarketresearch.com/request-sample/7809 Citrus fruits such as lemons, grapefruit, limes, and others naturally produce ascorbic acid. It is synthesized artificially by the fungus Aspergillus Niger and

At a CAGR of 20.3% | Graph Analytics Market Emerging Trends, Top Leading Players …

The increasing integration of artificial intelligence and machine learning technology, the growing necessity to analyze data in real-time, and the increasing reliance on the Internet of Things (IoT) have contributed to the growth of the graph analytics market. In addition, the growing demand for analysis of business problems drives the growth of the market. Download Sample Report at: https://www.alliedmarketresearch.com/request-toc-and-sample/10144 Moreover, the detection of fraud and the increasing use of data analytics

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