
Lionel Sujay Vailshery
Research expert covering cloud computing and emerging tech industries

Detailed statistics
Monthly cyberattacks on global mobile users worldwide 2020-2025

Detailed statistics
Factors for consumers in the U.S. to gain trust in companies 2023

Detailed statistics
User data collection in select mobile iOS period tracker apps 2022, by type

Number of smartphone users worldwide 2010-2050
Number of smartphone users worldwide from 2010 to 2050 (in millions)

Mobile ecosystem penetration rate of the global population worldwide 2024-2030
Penetration rate of mobile subscribers, 4G and 5G connections, and internet users within the global mobile ecosystem in 2024 and 2030

Number of apps available in leading app stores 2024-2026
Number of apps available in leading app stores from August 2024 to July 2026

Abandoned mobile apps count 2022
Number of mobile apps that have not been updated recently from 1st quarter 2022 to 4th quarter 2022 (in millions)

Distribution of mobile iOS and Android apps based on most recent update date 2022
Number of mobile apps that have not been updated recently as of first quarter 2022 (in 1,000s)

Monthly cyberattacks on global mobile users worldwide 2020-2025
Number of mobile cyberattacks against users worldwide from January 2020 to December 2025

Distribution of mobile malware worldwide Q2 2023 - Q2 2025, by type
Distribution of mobile malware worldwide in 2nd quarter 2023 and 2nd quarter 2025, by type

Volume of detected mobile malware packages as of Q2 2025
Number of detected malicious installation packages on mobile devices worldwide from 4th quarter 2015 to 2nd quarter 2025

Share of potentially unwanted mobile applications 2022, by type
Distribution of potentially malicious mobile apps detected in 2022, by type

Countries with highest mobile malware encounter rate Q3 2022
Percentage of mobile users who have fallen victim to mobile malware infections in 3rd quarter 2022, by country

App threat rate in selected markets 2022
Mobile app threat encounter rate worldwide as of May 2022, by country

Global mobile phishing rate Q4 2022-Q2 2023, by region
Mobile phishing encounter rate worldwide from 4th quarter 2022 to 2nd quarter 2023, by region

Smishing attacks in global organizations 2021-2023
Share of organizations worldwide targeted by smishing attacks from 2021 to 2023

Volume of vishing attacks on global organizations 2020-2023
Share of organizations worldwide targeted by vishing attacks in 2020 and 2023

Users in selected markets feeling tracked online after talking about a topic 2023
Share of internet users in selected countries feeling followed by their connected devices after talking about a topic or seeing an ad for a product as of March 2023

Mobile targeted ads awareness after talking about a topic in selected markets 2023
Share of internet users in selected countries noticing personalized advertising on their smartphones after talking about a topic or seeing an ad for a product as of March 2023

Trackers found in mobile apps 2022, by category
Number of potential trackers on mobile apps as of February 2022, by category

Trackers found in the most used social media apps 2022, by type
Number of potential trackers on leading social media apps as of February 2022, by type

Dating apps collecting the most user data on iOS 2022, by index value
Mobile dating apps with the highest number of data types collected from iOS users as of January 2022, by index value

Trackers found in the most used women health apps 2022, by OS
Number of data trackers on period and women health apps as of June 2022, by operative system

User data collection in select mobile iOS period tracker apps 2022, by type
Number of user data points collected from select iOS female health and period tracker apps worldwide as of May 2022, by type

Changes in privacy concerns on health apps for U.S. users 2021-2023, by generation
Share of users in the United States reporting to have privacy concerns on mobile health apps in September 2021 and January 2023, by generation

Data collected from global educational apps 2022
Educational apps with the highest number of data points collected worldwide as of August 2022

iOS apps that declared collecting global users private data 2026
Share of mobile iOS apps that have reported collecting privacy data from users worldwide as of June 2026

Reasons to collect mobile app data from global iOS users 2025
Function of data collected by mobile app publishers via iOS apps from users worldwide as of January 2025

App tracking transparency: opt-in rate of iOS users worldwide 2022
Monthly opt-in rate of mobile users worldwide allowing app tracking after iOS 14.5 update as of April 2022

Apple app tracking transparency implementation rate 2022, by app category
Mobile Apple iOS apps that implemented App Tracking Transparency (ATT) as of March 2022, by app category

Apple app tracking transparency opt-in rate 2022, by app category
Apple iOS users who opted-in via the App Tracking Transparency (ATT) prompt in March 2022, by app category

Factors for consumers in the U.S. to gain trust in companies 2023
Reasons for consumers in the United States to gain trust in companies as of January 2023

Leading mobile app privacy characteristics apps should have for global users 2022
Most important online privacy protection features mobile app publishers should integrate in their products according to mobile users worldwide in 2022

Global users comfort level with apps accessing their data 2021-2022
Level of comfort with personal data sharing on mobile apps according to mobile users worldwide in 2021 and 2022

Global consumers perceived threats when using mobile apps 2022
Most concerning cyber security issues on mobile apps according to users worldwide in 2022

Apps that should have the highest security for global consumers 2022, by category
Apps that should have the highest level of security worldwide according to mobile consumers worldwide in 2022, by category

Online privacy importance in the choice of mobile phone for U.S. consumers 2022
Importance of online privacy for consumers in the United States as a factor considered when choosing a mobile phone as of February 2022

U.S. consumers opinions on online privacy 2022
Opinion on online privacy and data tracking among U.S. consumers as of February 2022

Countries of registration for mobile apps directed to children 2022
Number of mobile apps for children registered in selected countries worldwide in 1st quarter 2022

Children apps treatment of personal data 2022, by app store
Handling of personal data among mobile apps for children in 1st quarter 2022, by app store

Number of tracked segments in iOS apps used by global children 2022, by category
Number of data segments tracked on iOS mobile apps used by children worldwide as of January 2022, by category

Most tracked iOS apps used by children 2022, by number of data segments
iOS mobile apps used by children worldwide with the highest number of data segments tracked as of January 2022

Ad spend per application for children vs. non-children mobile apps 2022
Volume of advertising spending per application on child-directed and non-child directed apps worldwide in 1st quarter 2022 (indexed to all apps)
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