-What are the Global Subscription Market Sales from 2020 - 2025f?
-What are Features That Subscription Merchants Provide in February 2021 in the United States?
-What Share of Respondents has Subscriptions for Physical Goods in March 2021?
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Sample Report_Global Subscriptions and Recurring Payments Market 2021_by ySta...yStats.com
-What are the Top E-Commerce Subscriptions Business Models globally?
-What are the Consumer Spendings in the Top 100 Subscription Applications in the United States?
-What are the Top Preferred Payment Methods January 2021 in the United Kingdom?
For answers find the full report available at:
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Sample Report_Global Buy Now Pay Later Industry and Trends 2021_by yStats.comyStats.com
-What are the Buy Now Pay Later Trends and Benefits for Merchants in 2021?
-What is the Share of Consumers Who Would Be "Very" or "Extremely" Interested in Buy Now Pay Later, by Age Group in the United States of America?
-What is the Share of Cross-Border Buy Now Pay Later Transaction Value forecasted to 2025 in Europe?
-Relevant information about Buy Now Pay Later Servicers Klarna & Afterpay
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Sample Report: Latin America B2C E-Commerce Market 2016yStats.com
Free Report Samples for our publication " Latin America B2C E-Commerce Market 2016 ".
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Sample Report_Global B2B Payment Market and Trends 2021_by yStats.comyStats.com
-What are the global B2B Payment Trends for 2021?
-What is the Share of B2B Purchasing Running Through Digital, Self-Service Channels in North America?
-What is the B2B E-Commerce Transaction Value in China?
For answers find the full report available at:
https://ystats.com/shop/global-b2b-payment-trends-2021/
Sample Report: Middle East B2C E-Commerce Market 2018yStats.com
Free Report Samples for our publication " Middle East B2C E-Commerce Market 2018".
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Sample Report_North America Buy Now Pay Later Industry and Trends 2021_by ySt...yStats.com
-What are the Buy Now Pay Later Trends and Benefits for Merchants in 2021?
-What is the Share of Consumers Who Would Prefer an Interest-Free Installment Payment Option over a Lump-Sum Payment with 10% off?
-What is the Buy Now Pay Later Overview of Canadas Service Providers in 2021?
For answers find the full report available at:
https://ystats.com/shop/north-america-buy-now-pay-later-industry-and-trends-2021/
Sample Report: Global B2B Payment Trends 2020 by yStats.comyStats.com
Questions Covered in the report:
- What is the size of the global B2B payments market?
- How high are B2B payments revenues in 2019 and what is the forecast for 2025 and beyond?
- What are the key trends in global B2B payments?
- Which technologies are most relevant for B2B payments and how are they transforming the industry?
- Which payment methods are most used by businesses in selected top markets worldwide?
Full report here: https://bit.ly/3N2qMnd
Sample Report: Saudi Arabia B2C E-Commerce Market 2016yStats.com
Free Report Samples for our publication "Saudi Arabia B2C E-Commerce Market 2016".
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Sample Report_Global Subscriptions and Recurring Payments Market 2021_by ySta...yStats.com
-What are the Top E-Commerce Subscriptions Business Models globally?
-What are the Consumer Spendings in the Top 100 Subscription Applications in the United States?
-What are the Top Preferred Payment Methods January 2021 in the United Kingdom?
For answers find the full report available at:
https://ystats.com/shop/global-subscription-and-recurring-payment-market-2021/
Sample Report_Global Buy Now Pay Later Industry and Trends 2021_by yStats.comyStats.com
-What are the Buy Now Pay Later Trends and Benefits for Merchants in 2021?
-What is the Share of Consumers Who Would Be "Very" or "Extremely" Interested in Buy Now Pay Later, by Age Group in the United States of America?
-What is the Share of Cross-Border Buy Now Pay Later Transaction Value forecasted to 2025 in Europe?
-Relevant information about Buy Now Pay Later Servicers Klarna & Afterpay
For More Information find the full Report Available at:
https://ystats.com/shop/global-buy-now-pay-later-industry-and-trends-2021/
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Sample Report: Latin America B2C E-Commerce Market 2016yStats.com
Free Report Samples for our publication " Latin America B2C E-Commerce Market 2016 ".
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Sample Report_Global B2B Payment Market and Trends 2021_by yStats.comyStats.com
-What are the global B2B Payment Trends for 2021?
-What is the Share of B2B Purchasing Running Through Digital, Self-Service Channels in North America?
-What is the B2B E-Commerce Transaction Value in China?
For answers find the full report available at:
https://ystats.com/shop/global-b2b-payment-trends-2021/
Sample Report: Middle East B2C E-Commerce Market 2018yStats.com
Free Report Samples for our publication " Middle East B2C E-Commerce Market 2018".
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Sample Report_North America Buy Now Pay Later Industry and Trends 2021_by ySt...yStats.com
-What are the Buy Now Pay Later Trends and Benefits for Merchants in 2021?
-What is the Share of Consumers Who Would Prefer an Interest-Free Installment Payment Option over a Lump-Sum Payment with 10% off?
-What is the Buy Now Pay Later Overview of Canadas Service Providers in 2021?
For answers find the full report available at:
https://ystats.com/shop/north-america-buy-now-pay-later-industry-and-trends-2021/
Sample Report: Global B2B Payment Trends 2020 by yStats.comyStats.com
Questions Covered in the report:
- What is the size of the global B2B payments market?
- How high are B2B payments revenues in 2019 and what is the forecast for 2025 and beyond?
- What are the key trends in global B2B payments?
- Which technologies are most relevant for B2B payments and how are they transforming the industry?
- Which payment methods are most used by businesses in selected top markets worldwide?
Full report here: https://bit.ly/3N2qMnd
Sample Report: Saudi Arabia B2C E-Commerce Market 2016yStats.com
Free Report Samples for our publication "Saudi Arabia B2C E-Commerce Market 2016".
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Sample Report_Europe Buy Now Pay Later Industry and Trends 2021_by yStats.comyStats.com
-What is the Share of Consumers Who Would Like BNPL Added to the Credit Card or Current Account?
-What Top 5 Banks Offering BNPL Financing?
-What is the Average Customer Debt?
For answer you can find the full report available at:
https://ystats.com/shop/europe-buy-now-pay-later-industry-and-trends-2021/
Sample Report_Southeast Asia B2C E-Commerce Market 2021_by yStats.comyStats.com
-What is the Asia-Pacific's Share of Global Retail E-Commerce Sales 2020e?
What is the Value of B2C E-Commerce in Vietnam on a Year-on-Year Change from 2019 - 2024f?
-What is the Internet Economy Market Size by Categories, incl. E-Commerce, Online Media, Online Travel, Transport & Food in 2015, 2019, 2020e & 2025f?
Find the Full Report Available at:
https://ystats.com/shop/southeast-asia-b2c-e-commerce-market-2021/
Sample Report: Global B2C E-Commerce Market 2016yStats.com
Free Report Samples for our publication "Global B2C E-Commerce Market 2016".
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Sample Report: Mena B2C E-Commerce Market 2019yStats.com
Free Report Samples for our publication "Mena B2C E-Commerce Market 2019".
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Free Report Samples for our publication "Asia-Pacific B2C E-Commerce Market 2019".
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Sample Report: Southeast Asia B2C E-Commerce Market 2017yStats.com
Free Report Samples for our publication "Southeast Asia B2C E-Commerce Market 2017".
Find the full updated 2021 report available for purchase at: https://bit.ly/3zoQe31
Sample Report: North America B2C E-Commerce Market 2017yStats.com
Free Report Samples for our publication " North America B2C E-Commerce Market 2017".
Find the full updated 2020 report available for purchase at: https://bit.ly/3z5ogJl
Sample Report: Global Online Shopping Snapshot 2016yStats.com
Free Report Samples for our publication "Global Online Shopping Snapshot 2016".
Find the full report available for purchase at: https://ystats.com/shop/second-hand-e-commerce-market-2021/
Sample Report: Global Alternative Online Payment Methods: Second Half 2016yStats.com
Free Report Samples for our publication "Global Alternative Online Payment Methods: Second Half 2016".
Find the full updated 2021 report available for purchase at: https://bit.ly/3z2xlTc
Sample Report: Trends in Worldwide Internet Retail 2016yStats.com
Free Report Samples for our publication "Trends in Worldwide Internet Retail 2016".
Find the full report available for purchase at: https://ystats.com/shop/global-buy-now-pay-later-market-and-trends-2022/
Sample Report: Asia-Pacific Online Payment Methods: Full Year 2015yStats.com
Free Report Samples for our publication "Asia-Pacific Online Payment Methods: Full Year 2015".
Find the full report available for purchase at: https://ystats.com/shop/asia-pacific-online-payment-methods-2021/
Sample Report: Global Online Payment Methods: Full Year 2015yStats.com
Free Report Samples for our publication "Global Online Payment Methods: Full Year 2015".
Find the full report available for purchase at: https://ystats.com/shop/global-online-payment-methods-2021-post-covid-19/
-What is the Digital Travel Sales Value Per Capital, by Selected Countries, in USD, 2020 & 2025f?
-What is the Number of Proximity Mobile Payment Users in Japan from 2019 - 2023f?
-What is the B2C E-Commerce Market Value in Singapore in 2019 & 2020e & 2024f?
-What are the Top 5 E-Commerce Retailers in China by Sales Value?
Find the Full Report Available at:
https://ystats.com/shop/asia-pacific-b2c-e-commerce-market-2021/
Free Report Samples for our publication " Asia-Pacific B2C E-Commerce Market 2018".
Find the full 2019 report available for purchase at: https://bit.ly/3M028TB
Free Report Samples for our publication "Asia-Pacific B2C E-Commerce Market 2017".
Find the full updated 2019 report available for purchase at: https://bit.ly/3N5DYrX
Sample Report: Global Online Payment Methods: First Half 2016yStats.com
Free Report Samples for our publication "Global Online Payment Methods: First Half 2016".
Find the full report available for purchase at: https://www.ystats.com/wp-content/uploads/2016/09/20160922_Product-Brochure-Order-Form_Global-Online-Payment-Methods_First-Half-2016.pdf
-What is the Number of Cashless Transactions Globally in 2020 & 2025f & 2030f?
-What is the Number of Third-Party Providers in Open Banking in Europe?
-What is the General Willingness to Share Data in Exchange for Benefits in Turkey?
For answers find the full report available at:
https://ystats.com/shop/global-open-banking-market-trends-2021/
Sample Report_Global Online Payment Methods 2021 Post COVID-19_by yStats.comyStats.com
-What is the global Value of Payments?
-What is the Share of Contactless Card Payments Made in Stores in the UK?
-What are the Top Preferred Payment Methods in Germany?
Find the full report available at:
https://ystats.com/shop/global-online-payment-methods-2021-post-covid-19/
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Sample Report: Global Alternative Online Payment Methods: Second Half 2016yStats.com
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Free Report Samples for our publication "Asia-Pacific Online Payment Methods: Full Year 2015".
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Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
4. 4
GENERAL METHODOLOGY OF MARKET REPORTS
Secondary Market Research
The reports are compiled based on secondary market research. Secondary research is information gathered from previously published sources. Our reports are
based on information and data acquired from national and international statistical offices, industry and trade associations, business reports, business and
company databases, journals, company registries, news portals and many other reliable sources. By using various sources we ensure maximum objectivity for
reported data. As a result, companies gain a precise and unbiased impression of the market situation.
Cross referencing of data is conducted in order to ensure validity and reliability.
The source of information and its release date are provided on every chart. It is possible that the information contained in one chart is derived from several
sources. If this is the case, all sources are mentioned on the chart.
The reports include mainly data from the last 12 months prior to the date of report publication. Exact publication dates are mentioned in every chart.
Definitions
The reports take into account a broad definition of B2C E-Commerce, which might include mobile commerce. As definitions may vary among sources, exact
definition used by the source (if available) is included at the bottom of the chart.
Chart Types
Our reports include text charts, pie charts, bar charts, rankings, line graphs and tables. Every chart contains an Action Title, which summarizes the main
idea/finding of the chart and a Subtitle, which provides necessary information about the country, the topic, units or measures of currency, and the applicable time
period(s) to which the data refers. With respect to rankings, it is possible that the summation of all categories amounts to more than 100%. In this case, multiple
answers were possible, which is noted at the bottom of the chart.
Report Structure
Reports are comprised of the following elements, in the following order: Cover page, preface, legal notice, methodology, definitions, table of contents,
management summary (summarizing main information contained in each section of report) and report content (divided into sections and chapters). When
available, we also include forecasts in our report content. These forecasts are not our own; they are published by reliable sources. Within Global and Regional
reports, we include all major developed and emerging markets, ranked in order of importance by using evaluative criteria such as sales figures.
Notes and Currency Values
If available, additional information about the data collection, for example the time of survey and number of people surveyed, is provided in the form of a note. In
some cases, the note (also) contains additional information needed to fully understand the contents of the respective data.
When providing information about amounts of money, local currencies are most often used. When referencing currency values in the Action Title, the EUR
values are also provided in brackets. The conversions are made using the average currency exchange rate for the respective time period. Should the currency
figure be in the future, the average exchange rate of the past 12 months is used.
5. 5
METHODOLOGY OF THE CURRENT REPORT
Report Coverage
This report covers subscriptions and recurring payments markets in North America, including United States and Canada. The report contains relevant
information about the current state of the markets in the region, market trends, subscription sales and shares, and consumer and business preferences. Not all
types of information were included for each country, due to varying data availability.
Report Structure
The report opens with a global chapter. It includes information on the global subscription and recurring payments market development and projections, top
market trends, consumer choices and other relevant data points.
In addition to market data, the global chapter also includes information on the various subscriptions business models, their benefits, and well as key metrics to
consider when offering subscriptions to customers
The rest of the report is devoted to countries of North America, namely United States and Canada. Depending on data availability, the following types of
information were included: market revenues, consumer spending, penetration rates, key types of subscription, subscription providers, recurring payment service,
providers, etc.
6. 6
DEFINITIONS
B2C E-COMMERCE
the sale of products (and services) through electronic transactions via the Internet from businesses to
consumers (B2C). A broader definition of retail E-Commerce applied by some sources also includes consumer-
to-consumer (C2C) sales.
E-COMMERCE SALES
the total sales generated either on the E-Commerce market in a certain country or region, or the total sales
generated through E-Commerce by a player on the market.
INTERNET USERS the total number of inhabitants in a certain country that regularly accesses the Internet.
ONLINE SHOPPERS the total number of inhabitants in a certain country or region that participates in B2C E-Commerce.
SOFTWARE AS A SERVICE (SaaS)
a software licensing and delivery model in which software is licensed on a subscription basis and is centrally
hosted.
CUSTOMER RELATIONSHIP
MANAGEMENT (CRM)
a process in which a business or other organization administers its interactions with customers, typically using
data analysis to study large amounts of information.
DAYS SALES OUTSTANDING (DSO)
a measure of the average number of days that it takes for a company to collect payment after a sale has been
made.
SUBSCRIPTIOIN BUSINESS MODEL a business model in which a customer must pay a recurring price at regular intervals for access to a product.
RECURRING PAYMENTS
a payment model where the customers authorize the merchant to pull funds from their accounts automatically
at regular intervals for the goods and services provided to them on an ongoing basis.
The following expressions and definitions are used in this market report*:
Note: *the definitions used by the original sources might differ from the ones stated on this chart; the exact definition used by each source, where available,
is included on the respective charts
7. 7
1. Management Summary
2. Global Developments
• Subscription Market Sales, in USD billion, and Year-on-Year Change, in %, 2020 – 2025f
• Consumer Spending in Top 100 Subscription Applications, by App Store and Google Play Store, in USD billion, 2019 & 2020
• Key Metrics for a Subscription Business, October 2020
• Key Benefits of a Subscription Business, October 2020
• Top E-Commerce Subscriptions Business Models, November 2020
• Top Purchased Subscription Categories, in % of Respondents, May 2021
• Frequency of Adding a New or Renewing Existing Subscriptions, in % of Respondents, May 2021
• Top Purchased Subscription Categories, in % of Respondents, May 2021
• Top Factors When Choosing a Subscription, in % of Respondents, May 2021
• Preferred Payment Methods for Subscription Contracts, in % of Respondents, May 2021
• Share of Respondents Who Prefer Automatic and Manual Subscription Renewals, in %, May 2021
• Breakdown of Preferred Pricing Models, in % of Respondents, May 2021
• Top Reasons to Cancel Subscriptions, in % of Respondents, May 2021
• Annualized Subscription Economy Revenue Growth Compared to the S&P 500 Revenue Growth, in %, Q4 2019 – Q4 2020
• Annualized Subscription Economy Average Revenue Per Account Growth Rate, in %, Q4 2019 – Q4 2020
• Payment Options Available for Recurring Payments, by B2B and B2C Companies, in % of Payment Decision-Makers, September 2020
• Technologies Used to Handle Recurring Payments, in % of B2B and B2C Payment Decision-Makers, September 2020
• Percentage of Customers with Failed Payments that Turned into Churn, by B2C and B2B, and B2B Only Companies, in %, September
2020
• Implications for B2B & B2C Businesses from Recurring Payments Fails, in % of Payment Decision-Makers, September 2020
• Investment Plans Regarding Recurring Payment Service Providers, in % of B2B and B2C Payment Decision-Makers, September 2020
• Benefits of Adopting a Recurring Payment Solution, in % of B2B & B2C Payment Decision-Makers, September 2020
TABLE OF CONTENTS (1 of 2)
8. 8
TABLE OF CONTENTS (2 of 2)
3. North America
3.1. United States
• Paid Subscriptions Market Revenue, in USD billion, 2019 & 2020
• Consumer Spending in Top 100 Subscription Applications, by App Store and Google Play Store, in USD billion, 2019 & 2020
• SVOD Revenue, in USD million, 2019 & 2020e & 2025f
• Share of Adult Consumers Who Have Select Types of Subscriptions, in %, February 2020 & July 2020 & February 2021
• Features That Subscription Merchants Provide, by Provider’s Index Score, incl. Top 30, Middle, and Bottom 30, in %, February 2021
• Limited Tier Paid Subscriptions Market Revenue, in USD million, 2019 & 2020
• Share of Paid Subscriptions, in % of Total Music Retail Revenue, 2020
• Annual Average of Paid Music Subscriptions, in millions, and Y-o-Y Change, in %, 2016 - 2020
• Number of Streaming Services in Use, in % of Adults, April 2020 & December 2020
• Per Month Average Payment for All Streaming Services Combined, in USD, April 2020 & December 2020
• Average per Month Spending for Subscription Services, in USD, by Age Group, September 2020
• Top 7 Streaming Services Subscribed or Have Access to, in % of Adults, April 2020 & December 2020
• Subscription and Select Internet Activity, in % of Consumers, February 2021
• Top Payment Processors for Recurring Payments, incl. Overall, Pricing & Contract, Recurring Payment Types, General Features, and
Expert Scores, May 2021
• Top Payment Processors for Recurring Payments, incl. Pros, Cons, and Recurring Payment Features, May 2021
3.2. Canada
• Share of Respondents Who Has Subscriptions for Physical Goods, in %, March 2021
• Share of Consumers Having Certain Number of Subscriptions, in %, April 2020
• Estimated Change in the Number of Subscriptions in the next 12 Months, in %, April 2020
9. 9
1. Management Summary 9 – 11
2. Global Developments 12 – 33
3.
3.1.
3.2.
North America
United States
Canada
34 – 55
35 – 52
53 – 55
10. 10
14%
9%
5%
10%
18%
0%
5%
10%
15%
20%
25%
Q4 2019 Q1 2020 Q2 2020 Q3 2020 Q4 2020
in
%
Globally, in Q4 2020 (18%), the subscription economy revenue
per account growth rate surpassed the Q4 2019 (14%) rate.
Global: Annualized Subscription Economy Average Revenue Per Account Growth Rate, in %, Q4 2019 –
Q4 2020
Source: Zuora, March 2021
11. 11
Have Subscribtions for
Physical Goods
16%
Other
84%
Just over one in six Canadians (16%) relied on the Internet for online
purchases of physical goods through subscriptions, as of March 2021.
Canada: Share of Respondents Who Has Subscriptions for Physical Goods, in %, March 2021
Survey: based on a survey that targeted all persons 15 years of age and older living in ten provinces of Canada, conducted between November 2020 and March 2021
Source: Statistics Canada, June 2021