100+ datasets found
  1. Retail theft frequency according to small business owners in the U.S. 2023

    • statista.com
    Updated May 14, 2025
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    Statista (2025). Retail theft frequency according to small business owners in the U.S. 2023 [Dataset]. https://www.statista.com/statistics/1449049/retail-theft-frequency-small-businesses-usa/
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    Dataset updated
    May 14, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Oct 13, 2023 - Oct 14, 2023
    Area covered
    United States
    Description

    According to a late 2023 survey on retail theft, approximately one in five small business retailers experience theft a few times a week. Nearly 15 percent of surveyed small business owners said retail theft occurs within their store(s) every day.

  2. Measures taken by small businesses in response to retail theft in the U.S....

    • statista.com
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    Statista, Measures taken by small businesses in response to retail theft in the U.S. 2023 [Dataset]. https://www.statista.com/statistics/1454759/measures-taken-by-small-businesses-in-response-to-retail-theft-usa/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Oct 13, 2023 - Oct 14, 2023
    Area covered
    United States
    Description

    According to a survey conducted in late 2023, roughly ********** of small business retailers increased the prices of their goods in response to theft at their company, making it the most common measure taken against retail theft. A large share of small business owners also installed security cameras and motion sensors, or implemented background checks on new hires.

  3. C

    retail; internet sales turnover, index 2013=100, 2005 - January 2018

    • ckan.mobidatalab.eu
    Updated Jul 12, 2023
    + more versions
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    OverheidNl (2023). retail; internet sales turnover, index 2013=100, 2005 - January 2018 [Dataset]. https://ckan.mobidatalab.eu/dataset/2613-detailhandel-omzet-internetverkopen-index-2013-100-2005-januari-2018
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    http://publications.europa.eu/resource/authority/file-type/json, http://publications.europa.eu/resource/authority/file-type/atomAvailable download formats
    Dataset updated
    Jul 12, 2023
    Dataset provided by
    OverheidNl
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This table provides information about the turnover development of internet sales by the retail sector (SBI 2008 section 47). The data can be divided into different groups of stores: the stores that mainly trade online and those that mainly trade via other sales channels (physical store, market, etc.). The development is shown using indices and as a percentage change compared to the same period in the previous year. The measured turnover development from internet sales relates to medium-sized and large-sized retail companies (companies with 10 or more employees). These companies represent approximately 65-70 percent of online retail sales. Small businesses are not included in the survey. The base year (2013) differs from other CBS publications, because the data is only requested from 2013 onwards. This should be taken into account when comparing with data from other tables. The turnover development statistics from internet sales are in an experimental phase. It is possible that the methodology will be revised in the meantime. This should be taken into account when using these figures. Data available from January 2014 to January 2018. Status of the figures: The figures for 2018 are provisional, those for the other periods are final. Changes as of June 13, 2018: None, the table has been discontinued. When will new numbers come out? Not applicable anymore. This table will be discontinued on 13 June 2018 as a result of the five-year base shift and will be replaced by a new table. For more information about the base shift, see section 3.

  4. M

    Digital Receipts in Retail Market Growth By Tariff Impact Analysis

    • scoop.market.us
    Updated Apr 17, 2025
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    Market.us Scoop (2025). Digital Receipts in Retail Market Growth By Tariff Impact Analysis [Dataset]. https://scoop.market.us/digital-receipts-in-retail-market-news/
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    Dataset updated
    Apr 17, 2025
    Dataset authored and provided by
    Market.us Scoop
    License

    https://scoop.market.us/privacy-policyhttps://scoop.market.us/privacy-policy

    Time period covered
    2022 - 2032
    Area covered
    Global
    Description

    US Tariff Impact on Market

    The U.S. tariffs on imported digital receipt software and hardware have impacted the digital receipts in retail market, especially in the software segment, where many leading companies are based overseas. The tariffs have increased production costs, which could lead to higher prices for digital receipt solutions, especially for small retailers who may struggle with the added expenses.

    U.S. companies in this sector have been forced to explore alternative suppliers or local manufacturing options to mitigate these tariff impacts. However, the increasing demand for digital receipts, driven by consumer preferences for e-receipts and personalized engagement, is expected to offset the negative impacts of tariffs in the long run.

    The U.S. market, valued at USD 286.8 million in 2024, continues to show strong growth despite these challenges, with a CAGR of 4%. The U.S. tariff impact is felt most strongly in the software segment, where approximately 25-30% of the market depends on imported components.

    https://scoop.market.us/wp-content/uploads/2025/04/US-Tariff-Impact-Analysis-in-2025.png" alt="US Tariff Impact Analysis in 2025" class="wp-image-53722">

    US Tariff Impact Percentage for Impacted Sector

    The U.S. tariffs have impacted approximately 25-30% of the digital receipt software market, which relies heavily on imported components, particularly from Asia and Europe.

    Sources for US Tariff Impact Data

    • Tariffs on Software and Hardware: U.S. tariffs raise costs for imported digital receipt software and hardware
    • Impact on Retail Software Solutions: Retail software providers face rising costs due to tariffs.
    • Shifting Supply Chains: U.S. companies exploring alternative suppliers due to tariff pressures.

    ➤➤➤ Get More Detailed Insights about US Tariff Impact @ https://market.us/report/digital-receipts-in-retail-market/free-sample/

    Economic Impact

    • U.S. tariffs on software and hardware imports have led to increased costs, affecting both producers and consumers.
    • Retailers using digital receipt software may face higher service fees, impacting their bottom lines.
    • The increased production costs could slow the adoption of digital receipts, particularly in small businesses.

    Geographical Impact

    • North America, especially the U.S., faces price hikes due to tariffs on imported components.
    • Asia-Pacific regions, being key suppliers of digital receipt technology, face minimal tariff impact.
    • Europe experiences moderate impacts due to its position as both a consumer and supplier region.

    Business Impact

    <ul class="wp-blo...

  5. c

    Retail trade; turnover changes internet sales, index 2015=100

    • cbs.nl
    xml
    Updated Jun 2, 2025
    + more versions
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    Centraal Bureau voor de Statistiek (2025). Retail trade; turnover changes internet sales, index 2015=100 [Dataset]. https://www.cbs.nl/en-gb/figures/detail/83867ENG
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    xmlAvailable download formats
    Dataset updated
    Jun 2, 2025
    Dataset authored and provided by
    Centraal Bureau voor de Statistiek
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    The Netherlands
    Description

    This table presents information about developments in retail turnover (SIC 2008 code 47). The data is broken down in two ways. The first breakdown refers to the sales channel: shops that predominantly sell goods online and those that predominantly sell goods through other sales channels (physical shops, markets, etc.). The second breakdown refers to the main economic activity: shops that predominantly sell food and drugstore items, consumer electronics, clothes and fashion items or other non-food. Developments are presented as percentage changes compared to a previous year and by means of indices. In this table, the base year is updated to 2015, in previous publications the base year was 2013. The survey used to measure turnover change for online sales covers retail trade companies with 10 or more employees; these represent 65-70 percent of total online sales. Small businesses are not covered.

    Data available from January 2014.

    Status of the figures Figures of 2025 are provisional, the preceding periods are definite. The figures of a calendar year will become definite no later than five months after the end of that calendar year. Until then, the figures in this table will be 'provisional' and can still be adjusted as a result of delayed response.

    Changes as of June 2, 2025: Figures of April 2025 have been added. Figures of preceding periods in 2025 may have been adjusted.

    When will new figures be published? As a rule, monthly statistics are published six to eight weeks after the end of the reporting month. Quarterly statistics are published on the last working day of the second month after the quarter. Once definite figures have been published, Statistics Netherlands will only revise the results if significant adjustments and/or corrections are necessary.

  6. POS Systems for Small Business Market Report | Global Forecast From 2025 To...

    • dataintelo.com
    csv, pdf, pptx
    Updated Dec 3, 2024
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    Dataintelo (2024). POS Systems for Small Business Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-pos-systems-for-small-business-market
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    csv, pdf, pptxAvailable download formats
    Dataset updated
    Dec 3, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    POS Systems for Small Business Market Outlook



    The global POS systems for small business market size is projected to grow from USD 13.3 billion in 2023 to approximately USD 23.7 billion by 2032, exhibiting a compound annual growth rate (CAGR) of 6.6% during the forecast period. This robust growth can be attributed to the increasing adoption of advanced POS systems by small businesses worldwide, driven by the need for efficient transaction management, enhanced customer experience, and streamlined operations. The evolution of technology, specifically in areas such as cloud computing and mobile payment integration, is significantly contributing to the market's expansion, as small businesses are keen to leverage these innovations to improve their competitive edge.



    One of the primary growth factors fueling the demand for POS systems among small businesses is the ongoing digital transformation across various sectors. As businesses strive to modernize their operations, there is a noticeable shift towards digital payment methods, prompting small business owners to adopt POS systems that offer seamless integration with these new payment technologies. This is particularly relevant in the retail and hospitality industries, where transactions need to be quick, efficient, and user-friendly. POS systems provide small businesses with the tools to meet these requirements, thereby enhancing customer satisfaction and loyalty.



    Another significant growth driver is the growing necessity for data-driven decision-making in small business operations. POS systems are not only transaction facilitators but also powerful data collection tools that offer insights into sales trends, customer preferences, and inventory management. This data can be invaluable for small business owners, who often operate with limited resources and need to make strategic decisions to optimize their operations. By implementing POS systems, small businesses can gain access to real-time analytics and reports, enabling them to make informed decisions that drive growth and profitability.



    The increasing affordability and accessibility of POS system solutions are also key factors contributing to market growth. As technology advances, the cost of deploying sophisticated POS systems has decreased, making them more accessible to small businesses with tight budgets. Moreover, the availability of flexible deployment modes, such as cloud-based solutions, allows small businesses to implement these systems without significant upfront investment. These cloud-based systems also offer scalability and flexibility, which are crucial for small businesses that anticipate growth and changes in their operational needs.



    Regional Outlook



    The North American region is anticipated to dominate the POS systems market for small businesses, accounting for the largest regional market share throughout the forecast period. This dominance is primarily due to the region's early adoption of advanced technologies and the presence of a substantial number of small businesses seeking efficient transaction solutions. The U.S., in particular, is a major contributor to this growth, driven by the increasing preference for cashless transactions and the implementation of mobile payment solutions by small enterprises.



    In the Asia Pacific region, the market for POS systems in small businesses is expected to exhibit the highest CAGR, bolstered by rapid industrialization and the burgeoning retail sector. Countries like China and India, with their vast populations and rapidly growing economies, are witnessing a surge in small and medium-sized enterprises (SMEs) adopting POS systems to enhance their operational efficiencies. The increasing penetration of smartphones and the internet, coupled with rising consumer awareness about digital payments, are further propelling the market growth in this region.



    Europe is also projected to experience significant growth in the POS systems market for small businesses, driven by regulatory frameworks promoting digital transactions and the strong focus on enhancing customer experience in sectors like hospitality and retail. Countries such as Germany, the UK, and France are leading this trend, with small businesses continually investing in modern POS solutions to keep pace with evolving consumer expectations. The focus on data security and compliance with GDPR regulations is also encouraging small businesses to adopt POS systems that offer robust security features.



    Report Scope


    <table align='center' class=&#0

  7. e

    Retail trade; turnover development internet sales, index 2015=100

    • data.europa.eu
    atom feed, json
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    Retail trade; turnover development internet sales, index 2015=100 [Dataset]. https://data.europa.eu/88u/dataset/681-detailhandel-omzetontwikkeling-internetverkopen-index-2015-100
    Explore at:
    json, atom feedAvailable download formats
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This table contains figures on the turnover development of retail internet sales (SBI 2008 division 47). The data are divided in two ways. The first breakdown relates to the sales channel: this distinguishes between shops that mainly trade online and those that mainly trade through other sales channels (physical shop, market, etc.). The second breakdown relates to the main economic activity: a distinction is made in shops selling mainly food and drug stores, consumer electronics, clothing and fashion items or other non-food items. The development is shown as a percentage change compared to a previous period and by means of indices with the base year 2015. The measured turnover development from internet sales refers to retail companies in medium-sized and large companies (companies with 10 or more employees). These companies account for about 65-70 percent of online retail sales. Small businesses are not in the research.

    Data available as of January 2014.

    Status of figures: Figures for 2024 are provisional, those for the remaining periods are final. The figures for a calendar year shall become final not later than five months after the end of that calendar year. Due to fulfilled response, the figures can still change until then and the status of ‘provisional’ is maintained.

    Changes as of 1 November 2024: Figures for September 2024 and the third quarter of 2024 have been added. Figures from previous periods in 2024 may have been revised.

    When will there be new figures? As a rule, Statistics Netherlands publishes monthly statistics six to eight weeks after the end of the reporting month. For quarterly statistics, Statistics Netherlands publishes on the last working day of the second month after the quarter. After publication of final results, CBS will only adjust the results if major adjustments and/or corrections are necessary.

  8. Retail Analytics Market Size, Share, Industry Forecast by 2032

    • emergenresearch.com
    pdf,excel,csv,ppt
    Updated Oct 27, 2023
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    Emergen Research (2023). Retail Analytics Market Size, Share, Industry Forecast by 2032 [Dataset]. https://www.emergenresearch.com/industry-report/retail-analytics-market
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Oct 27, 2023
    Dataset authored and provided by
    Emergen Research
    License

    https://www.emergenresearch.com/privacy-policyhttps://www.emergenresearch.com/privacy-policy

    Area covered
    Global
    Variables measured
    Base Year, No. of Pages, Growth Drivers, Forecast Period, Segments covered, Historical Data for, Pitfalls Challenges, 2032 Value Projection, Tables, Charts, and Figures, Forecast Period 2023 - 2032 CAGR, and 1 more
    Description

    The global Retail Analytics Market size is expected to reach USD 43.54 Billion in 2032 registering a CAGR of 21.2% Discover the latest trends and analysis on the Retail Analytics Market. Our report provides a comprehensive overview of the industry, including key players, market share, growth opportu...

  9. Estimated monthly theft losses according to small businesses in the U.S....

    • statista.com
    Updated May 14, 2025
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    Statista (2025). Estimated monthly theft losses according to small businesses in the U.S. 2023 [Dataset]. https://www.statista.com/statistics/1454741/monthly-theft-losses-according-to-small-businesses/
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    Dataset updated
    May 14, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Oct 13, 2023 - Oct 14, 2023
    Area covered
    United States
    Description

    In 2023, approximately one in four small business retailers estimated that they lose between 1,501 and 2,000 U.S. dollars to retail theft every month. Only four percent of small business owners surveyed said they lost less than 500 dollars a month.

  10. R

    Retail Analytics Market Report

    • promarketreports.com
    doc, pdf, ppt
    Updated Jan 25, 2025
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    Pro Market Reports (2025). Retail Analytics Market Report [Dataset]. https://www.promarketreports.com/reports/retail-analytics-market-9053
    Explore at:
    doc, pdf, pptAvailable download formats
    Dataset updated
    Jan 25, 2025
    Dataset authored and provided by
    Pro Market Reports
    License

    https://www.promarketreports.com/privacy-policyhttps://www.promarketreports.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The size of the Retail Analytics Market was valued at USD 2.45 Billion in 2024 and is projected to reach USD 6.42 Billion by 2033, with an expected CAGR of 14.76% during the forecast period. The retail analytics market has emerged as a critical component for businesses aiming to stay competitive in a rapidly evolving landscape. By leveraging advanced technologies such as artificial intelligence, machine learning, and big data, retail analytics enables companies to gain actionable insights into customer behavior, inventory management, pricing strategies, and market trends. This market has witnessed significant growth due to the increasing adoption of e-commerce, omnichannel retailing, and digital transformation initiatives. Retailers are using analytics to optimize operations, enhance customer experience, and improve decision-making processes. The integration of predictive analytics and real-time data has further strengthened its role in identifying opportunities and addressing challenges such as supply chain disruptions and fluctuating consumer demands. As personalization becomes a key focus for modern retail, businesses are leveraging analytics to create targeted marketing campaigns and improve customer retention. Additionally, the growing use of cloud-based solutions and data visualization tools has simplified the deployment of analytics across small and large enterprises alike. With advancements in technology and a surge in consumer data, the retail analytics market is poised for sustained growth, reshaping how businesses operate in the retail sector. Recent developments include: October 2022: MRI Software announced the acquisition of Springboard, which is a provider of shopper traffic counts and AI-powered analytics to landlords, government authorities in the UK, and retailers., January 2023: Tech Mahindra announced a strategic alliance with Retalon; this will allow Retail and CPG companies to acquire greater consumer insights, increase operational efficiency and make improved decisions., June 2022: A leading provider of store-focused retail analytic techniques, Retail Insights expanded its collaboration with Kroger to help the loyalty of grocers for being fresh and in stock both in-store and online.. Key drivers for this market are: Increasing competition and need for customer-centricity

    Proliferation of data from multiple sources

    Advancements in data analytics technologies

    Growing focus on supply chain optimization

    Government initiatives to support digital transformation. Potential restraints include: Data privacy and security concerns

    Lack of skilled professionals

    Complexity of data integration and analysis

    Cost of implementation and maintenance. Notable trends are: Edge Computing: Enables real-time data analysis at the point of sale

    Natural Language Processing (NLP): Allows retailers to analyze unstructured data from customer interactions

    Computer Vision: Used for image and video analysis to enhance customer experience

    Blockchain: Provides secure and transparent data management.

  11. Wholesale and retail trade nominal GDP share in Japan 2014-2023

    • statista.com
    Updated Jun 13, 2025
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    Statista (2025). Wholesale and retail trade nominal GDP share in Japan 2014-2023 [Dataset]. https://www.statista.com/statistics/1201846/japan-wholesale-retail-trade-nominal-gdp-share/
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    Dataset updated
    Jun 13, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Japan
    Description

    In 2023, the wholesale and retail trade industry contributed around **** percent to the gross domestic product (GDP) of Japan. This represented a slight decline of *** percent compared to the previous year. The Japanese GDP reached a decade-low in 2022, but forecasts expected an upward trend for the future. Wholesaling in Japan The wholesale sector is an important link within Japanese supply networks, ensuring timely supply of raw materials and intermediate goods to manufacturers, as well as final goods to the consumer market. Wholesale corporations in Japan vary by capital structure and products, ranging from a large number of small sole proprietorships with a straightforward portfolio to a small share of large-scale general trading companies that deal with a broad range of goods. While the rise of e-commerce has opened new distribution routes for producers and manufacturers to market and sell to retailers and consumers directly, wholesalers managed to maintain their role as intermediaries in an environment characterized by trust-based business relations, smooth operations, and the importance of quality. Retailing in Japan The Japanese retail sector encompasses store-based and non-store businesses, with domestic consumers discovering the possibilities of online shopping not only for digital services but also for physical goods. While brick-and-mortar stores remained the preferred point of sales, trusted for their transparency and long-standing services, online shopping was gradually adopted as the alternative for non-durables and leisure products. To defend their market positions against the advance of online marketplaces, physical retailers incorporated mail-order distribution, online stores, as well as click and collect services in their sales strategies in recent years.

  12. U

    UCaaS In Retail Market Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Nov 22, 2024
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    Data Insights Market (2024). UCaaS In Retail Market Report [Dataset]. https://www.datainsightsmarket.com/reports/ucaas-in-retail-market-13978
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    doc, ppt, pdfAvailable download formats
    Dataset updated
    Nov 22, 2024
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The size of the UCaaS In Retail Market was valued at USD 14.61 Million in 2023 and is projected to reach USD 57.24 Million by 2032, with an expected CAGR of 21.54% during the forecast period. The Unified Communications as a Service (UCaaS) in retail market refers to the integration of communication tools and services into a cloud-based platform designed specifically for the retail sector. UCaaS combines voice, video, messaging, and collaboration tools into a single solution, allowing retailers to enhance their operational efficiency and improve customer engagement. With the increasing need for seamless communication between in-store employees, management, and customers, UCaaS has emerged as a crucial technology for retailers aiming to streamline their processes and enhance the shopping experience. One of the primary drivers of UCaaS adoption in retail is the growing trend of omnichannel retailing, where customers interact with brands through various channels, including online, in-store, and mobile. UCaaS enables retailers to maintain consistent communication across these platforms, ensuring that customer inquiries and support requests are addressed promptly. Additionally, features such as video conferencing and team messaging facilitate better collaboration among employees, regardless of their physical location, which is especially important for multi-store operations. Recent developments include: October 2022: Cisco unveiled a host of innovative features and capabilities for the newly transformed Webex Customer Experience (CX) portfolio. This development marks a significant milestone in the realm of collaboration technology, merging cloud contact center and cloud communications functionalities into a seamlessly integrated platform. This integration has the potential to revolutionize customer journeys, promising enhanced experiences and improved efficiency for businesses., February 2022: Vodafone and RingCentral introduced 'Vodafone Business UC with RingCentral,' a cutting-edge cloud communications platform designed to empower organizations with a wide array of options, greater flexibility, and enhanced simplicity in facilitating workforce collaboration and supporting remote working. This collaboration holds the promise of transforming the way teams communicate and collaborate, ultimately leading to increased productivity and streamlined operations.. Key drivers for this market are: Growing Adoption of IP applications to Enhance Customer Experience and In-store Operations, The Increased Demand for Mobility and BYOD; Demand from Small- and Medium-sized Businesses. Potential restraints include: Integration Existing System To Cloud Due To Limited To Store Infrastructures. Notable trends are: Increasing Small- and Medium-scale Industries to Drive the Market.

  13. S

    Small Businesses Network Monitoring Tools Report

    • marketresearchforecast.com
    doc, pdf, ppt
    Updated Jan 21, 2025
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    Market Research Forecast (2025). Small Businesses Network Monitoring Tools Report [Dataset]. https://www.marketresearchforecast.com/reports/small-businesses-network-monitoring-tools-11700
    Explore at:
    doc, pdf, pptAvailable download formats
    Dataset updated
    Jan 21, 2025
    Dataset authored and provided by
    Market Research Forecast
    License

    https://www.marketresearchforecast.com/privacy-policyhttps://www.marketresearchforecast.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The market for small businesses network monitoring tools is poised for significant growth over the next decade. In 2023, the market was valued at XXX million and is projected to reach XXX million by 2033, exhibiting a CAGR of XX% during the forecast period. This growth can be attributed to the increasing number of small businesses, the growing adoption of cloud-based services, and the increasing need for security and compliance. Small businesses are becoming increasingly reliant on their networks to conduct business, and they need to ensure that their networks are up and running at all times. Network monitoring tools can help small businesses identify and resolve network issues quickly and efficiently, minimizing downtime and lost productivity. The market for small businesses network monitoring tools is segmented by type, application, and region. By type, the market is segmented into traffic monitoring tools, device monitoring tools, security monitoring tools, and others. Traffic monitoring tools are the most popular type of network monitoring tool, followed by device monitoring tools and security monitoring tools. By application, the market is segmented into retail, food & beverage, medical, and others. The retail industry is the largest application segment, followed by the food & beverage industry and the medical industry. By region, the market is segmented into North America, South America, Europe, the Middle East & Africa, and Asia Pacific. North America is the largest regional market, followed by Europe and Asia Pacific.

  14. E-commerce Business Transaction

    • kaggle.com
    Updated May 14, 2022
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    Gabriel Ramos (2022). E-commerce Business Transaction [Dataset]. https://www.kaggle.com/datasets/gabrielramos87/an-online-shop-business
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    May 14, 2022
    Dataset provided by
    Kaggle
    Authors
    Gabriel Ramos
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    Context

    E-commerce has become a new channel to support businesses development. Through e-commerce, businesses can get access and establish a wider market presence by providing cheaper and more efficient distribution channels for their products or services. E-commerce has also changed the way people shop and consume products and services. Many people are turning to their computers or smart devices to order goods, which can easily be delivered to their homes.

    Content

    This is a sales transaction data set of UK-based e-commerce (online retail) for one year. This London-based shop has been selling gifts and homewares for adults and children through the website since 2007. Their customers come from all over the world and usually make direct purchases for themselves. There are also small businesses that buy in bulk and sell to other customers through retail outlet channels.

    The data set contains 500K rows and 8 columns. The following is the description of each column. 1. TransactionNo (categorical): a six-digit unique number that defines each transaction. The letter “C” in the code indicates a cancellation. 2. Date (numeric): the date when each transaction was generated. 3. ProductNo (categorical): a five or six-digit unique character used to identify a specific product. 4. Product (categorical): product/item name. 5. Price (numeric): the price of each product per unit in pound sterling (£). 6. Quantity (numeric): the quantity of each product per transaction. Negative values related to cancelled transactions. 7. CustomerNo (categorical): a five-digit unique number that defines each customer. 8. Country (categorical): name of the country where the customer resides.

    There is a small percentage of order cancellation in the data set. Most of these cancellations were due to out-of-stock conditions on some products. Under this situation, customers tend to cancel an order as they want all products delivered all at once.

    Inspiration

    Information is a main asset of businesses nowadays. The success of a business in a competitive environment depends on its ability to acquire, store, and utilize information. Data is one of the main sources of information. Therefore, data analysis is an important activity for acquiring new and useful information. Analyze this dataset and try to answer the following questions. 1. How was the sales trend over the months? 2. What are the most frequently purchased products? 3. How many products does the customer purchase in each transaction? 4. What are the most profitable segment customers? 5. Based on your findings, what strategy could you recommend to the business to gain more profit?

    Photo by CardMapr on Unsplash

  15. The global Retail Loss Prevention market size will be USD 45.9 million in...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated Mar 7, 2025
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    Cognitive Market Research (2025). The global Retail Loss Prevention market size will be USD 45.9 million in 2025. [Dataset]. https://www.cognitivemarketresearch.com/retail-loss-prevention-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Mar 7, 2025
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the global Retail Loss Prevention market size will be USD 45.9 million in 2025. It will expand at a compound annual growth rate (CAGR) of 14.20% from 2025 to 2033.

    North America held the major market share for more than 37% of the global revenue with a market size of USD 16.98 million in 2025 and will grow at a compound annual growth rate (CAGR) of 12.6% from 2025 to 2033.
    Europe accounted for a market share of over 29% of the global revenue with a market size of USD 13.31 million.
    APAC held a market share of around 24% of the global revenue with a market size of USD 11.02 million in 2025 and will grow at a compound annual growth rate (CAGR) of 17.1% from 2025 to 2033.
    South America has a market share of more than 4% of the global revenue with a market size of USD 1.74 million in 2025 and will grow at a compound annual growth rate (CAGR) of 14.9% from 2025 to 2033.
    Middle East had a market share of around 4% of the global revenue and was estimated at a market size of USD 1.84 million in 2025 and will grow at a compound annual growth rate (CAGR) of 15.6% from 2025 to 2033.
    Africa had a market share of around 2.2% of the global revenue and was estimated at a market size of USD 1.01 million in 2025 and will grow at a compound annual growth rate (CAGR) of 14.5% from 2025 to 2033.
    Service projects is the fastest growing segment of the Retail Loss Prevention industry
    

    Market Dynamics of Retail Loss Prevention Market

    Key Drivers for Retail Loss Prevention Market

    Adoption of Advanced Technologies Is Expected To Boost Market Growth

    The retail industry is increasingly leveraging advanced technologies such as AI-powered surveillance, Radio Frequency Identification (RFID) tags, and Electronic Article Surveillance (EAS) to combat losses from theft, fraud, and operational inefficiencies. These innovations are transforming loss prevention strategies by enabling real-time monitoring, automation, and data-driven decision-making. Retailers are under constant pressure to protect their inventory, and technological advancements provide the tools necessary to minimize shrinkage while maintaining a seamless shopping experience for customers.

    In October 2024, Kmart introduced RFID technology in changing rooms at a Melbourne store to scan and display items brought in by customers, aiming to prevent theft. This initiative has sparked discussions about privacy and security among shoppers. AI-powered surveillance has become a game-changer in retail security. Traditional security cameras relied on manual monitoring, which was prone to human error and inefficiency. Today, AI-driven surveillance systems use facial recognition, behavioral analytics, and pattern recognition to detect suspicious activities in real time.

    https://www.news.com.au/lifestyle/real-life/news-life/shoppers-divided-as-kmart-trials-aitechnology-in-changing-rooms/news-story/426679bd2b753d454f4074f62f5ee7fa/

    Growing E-Commerce and Omnichannel Retail To Boost Market Growth

    The rapid growth of e-commerce and omnichannel retailing has transformed the way consumers shop and how retailers manage their inventory. In an omnichannel environment, inventory is constantly in motion. A single product might be stocked in a warehouse, displayed in a store, shipped directly to a customer, or returned through various channels. Without robust tracking systems, retailers risk stock discrepancies, misplaced products, or fraudulent return claims. RFID technology and real-time inventory management software have become essential tools in addressing these risks, allowing retailers to maintain visibility across all touchpoints and quickly detect anomalies that could indicate theft or operational errors. E-commerce has also given rise to new forms of retail fraud, including chargeback fraud, account takeovers, and fake returns. Criminals exploit online shopping policies by making fraudulent purchases, claiming items never arrived, or returning counterfeit products in place of genuine ones. In December 2024, Logistics companies have transitioned from manual barcode scans to advanced RFID tags that emit signals, enabling precise real-time tracking of shipments. This shift enhances supply chain visibility and efficiency.

    Restraint Factor for the Retail Loss Prevention Market

    High Initial Investment Costs, Will Limit Market Growth

    Retailers, especially small and mid-sized businesses, often struggle with the ...

  16. S

    Small Business Phone Systems Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Feb 17, 2025
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    Archive Market Research (2025). Small Business Phone Systems Report [Dataset]. https://www.archivemarketresearch.com/reports/small-business-phone-systems-30974
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    ppt, doc, pdfAvailable download formats
    Dataset updated
    Feb 17, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global small business phone systems market size was valued at USD 1131.8 million in 2021 and is expected to expand at a compound annual growth rate (CAGR) of 8.3% from 2023 to 2033. The increasing demand for advanced communication and collaboration solutions, coupled with the growing adoption of cloud-based services, is driving the market growth. Small businesses are increasingly adopting phone systems that offer features such as call routing, voicemail, conferencing, and mobile integration, to enhance their productivity and customer service. The market is segmented by application into retail, BFSI, real estate, logistics, and others. The retail segment is expected to hold the largest market share during the forecast period, owing to the increasing need for effective communication and collaboration among employees and customers. The BFSI segment is also expected to witness significant growth due to the rising adoption of digital banking and financial services, which require reliable and secure communication channels. Key players in the market include LogMeIn, RingCentral, Nextiva, 8x8, Vonage, and PANTERRA NETWORKS. These companies offer a wide range of phone system solutions tailored to the specific needs of small businesses.

  17. Asia Pacific Retail Analytics Market - Companies, Size & Share

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated May 15, 2024
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    Mordor Intelligence (2024). Asia Pacific Retail Analytics Market - Companies, Size & Share [Dataset]. https://www.mordorintelligence.com/industry-reports/asia-pacific-retail-analytics-market-industry
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    May 15, 2024
    Dataset authored and provided by
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2019 - 2030
    Area covered
    Asia
    Description

    The Asia Pacific Retail Analytics Market report segments the industry into Mode Of Deployment (On-Premise, On-Demand), Type (Solutions (Analytics, Visualization Tools, Data Management, etc.), Services (Integration, Support & Consulting)), Module Type (Strategy & Planning, and more), Business Type (Small and Medium Enterprises, Large-scale Organizations), and Geography (China, India, Japan, South Korea).

  18. R

    Retail E-Commerce Market Report

    • archivemarketresearch.com
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    Updated Feb 17, 2025
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    Archive Market Research (2025). Retail E-Commerce Market Report [Dataset]. https://www.archivemarketresearch.com/reports/retail-e-commerce-market-5261
    Explore at:
    ppt, pdf, docAvailable download formats
    Dataset updated
    Feb 17, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    global
    Variables measured
    Market Size
    Description

    The Retail E-Commerce Market is valued at USD 5.5 trillion and is experiencing significant growth with a CAGR of 11.2%. Retail e-commerce has revolutionized consumer shopping habits by providing unprecedented convenience and choice. Through online platforms, customers can browse, compare, and purchase products from anywhere, at any time. This digital shift has empowered businesses to reach global markets and tailor offerings to individual preferences through personalized recommendations and targeted marketing. E-commerce platforms offer seamless transactions, secure payment gateways, and efficient logistics, enhancing customer satisfaction. This trend continues to evolve with innovations like mobile commerce and augmented reality, further blurring the lines between online and offline shopping experiences. As e-commerce grows, it shapes the future of retail, driving convenience and accessibility. Recent developments include: In May 2023, eBay acquired Certilogo S.p.A, Italy-based company that provides AI-powered digital IDs and authentication for apparel and fashion goods. The acquisition solidifies eBay as a trusted destination to shop for pre-owned fashion and apparel. Certilogo's platform permits consumers to confirm the authenticity of products and access reliable information about them. , In February 2023, Albertsons Companies introduced Sincerely Health, a digital health and well-being platform. The platform offers personalized pharmacy and health services that allow the customer to achieve their wellness goals with reward points, which can be used for grocery discounts. , In January 2023, Walmart Inc. launched Walmart Business as an eCommerce site and customer experience to assist small & medium businesses and nonprofit customers. The company aims to simplify purchasing, reduce expenses, and provide customers with additional chances to assist consumers and communities. .

  19. B

    Big Data Analytics in Retail Market Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated May 3, 2025
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    Market Report Analytics (2025). Big Data Analytics in Retail Market Report [Dataset]. https://www.marketreportanalytics.com/reports/big-data-analytics-in-retail-market-90903
    Explore at:
    ppt, pdf, docAvailable download formats
    Dataset updated
    May 3, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Big Data Analytics in Retail market is experiencing robust growth, projected to reach $6.38 billion in 2025 and expanding at a Compound Annual Growth Rate (CAGR) of 21.20% from 2025 to 2033. This significant expansion is driven by the increasing need for retailers to leverage data for improved decision-making, personalized customer experiences, and optimized supply chains. Key drivers include the proliferation of e-commerce, the rise of omnichannel strategies, the increasing availability of affordable and powerful data analytics tools, and the growing need for real-time insights. Trends like the adoption of artificial intelligence (AI) and machine learning (ML) for predictive analytics, the use of cloud-based solutions for scalability and cost-effectiveness, and the focus on data security and privacy are shaping market dynamics. While challenges remain, such as the complexity of integrating diverse data sources and the need for skilled data analysts, the overall outlook remains highly positive. The market is segmented by application (merchandising and supply chain analytics, social media analytics, customer analytics, operational intelligence, and others) and business type (small and medium enterprises and large-scale organizations). Leading players like SAP, Oracle, Qlik, and Salesforce are actively investing in innovative solutions to cater to this growing demand, fueling further market growth. The geographical distribution shows a strong presence in North America and Europe, with the Asia-Pacific region exhibiting high growth potential. The forecast period (2025-2033) suggests sustained market expansion, driven by continuous technological advancements and the expanding adoption of big data analytics across various retail segments. The ability to gain actionable insights from customer behavior, inventory management, and supply chain efficiency will continue to be a key differentiator for retailers. Market penetration will likely increase significantly in emerging economies, where the adoption rate of digital technologies is rising rapidly. Competitive pressures will lead to innovation in the provision of analytics services, likely resulting in more cost-effective and user-friendly solutions. Strategic partnerships and mergers and acquisitions will likely continue to shape the market landscape. Recent developments include: September 2022 - Coresight Research, a global provider of research, data, events, and advisory services for consumer-facing retail technology and real estate companies and investors, acquired Alternative Data Analytics, a leading data strategy, and insights firm. This acquisition will significantly increase data capabilities and further extend expertise in data-driven research., August 2022 - Global Measurement and Data Analytics company Nielsen and Microsoft launched a new enterprise data solution to accelerate innovation in retail using Artificial Intelligence data analytics to create scalable, high-performance data environments.. Key drivers for this market are: Increased Emphasis on Predictive Analytics, Merchandising and Supply Chain Analytics Segment Expected to Hold Significant Share. Potential restraints include: Increased Emphasis on Predictive Analytics, Merchandising and Supply Chain Analytics Segment Expected to Hold Significant Share. Notable trends are: Merchandising and Supply Chain Analytics Segment Expected to Hold Significant Share.

  20. S

    Small Businesses Network Monitoring Tools Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Feb 9, 2025
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    Data Insights Market (2025). Small Businesses Network Monitoring Tools Report [Dataset]. https://www.datainsightsmarket.com/reports/small-businesses-network-monitoring-tools-501060
    Explore at:
    pdf, ppt, docAvailable download formats
    Dataset updated
    Feb 9, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global small businesses network monitoring tools market is projected to reach a value of $XX million by 2033, exhibiting a CAGR of XX% during the forecast period from 2025 to 2033. The increasing adoption of cloud-based applications, the growing need for network security, and the rising popularity of remote work are key factors driving market growth. Additionally, government initiatives to promote digitalization and the growing adoption of IoT devices are further fueling market expansion. The market is segmented by application, type, and region. By application, the retail, food & beverage, and medical sectors account for a significant share of the market. By type, traffic monitoring tools and device monitoring tools are the most widely adopted. Regionally, North America and Europe dominate the market, followed by Asia Pacific and the Middle East & Africa. The presence of key players such as Auvik Networks Inc., N‑able Technologies Ltd., Datadog, and Zoho Corporation has contributed to the competitive landscape of the market.

Share
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Close
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Statista (2025). Retail theft frequency according to small business owners in the U.S. 2023 [Dataset]. https://www.statista.com/statistics/1449049/retail-theft-frequency-small-businesses-usa/
Organization logo

Retail theft frequency according to small business owners in the U.S. 2023

Explore at:
Dataset updated
May 14, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
Oct 13, 2023 - Oct 14, 2023
Area covered
United States
Description

According to a late 2023 survey on retail theft, approximately one in five small business retailers experience theft a few times a week. Nearly 15 percent of surveyed small business owners said retail theft occurs within their store(s) every day.

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