Total-Revenue Time Series for Iridge Inc. iRidge, Inc. engages in the planning, development, and operation of Internet services in Japan. It develops app, including scratch and package; sales promotion and customer attraction applications; and line mini app. The company also offers O2O solutions; app marketing tools comprising FANSHIP, and support services for business, CRM, data analysis, and operation; financial technology solutions, including MoneyEasy and BUS PAY; and DX solutions, including assignment schedule and tool management solutions, as well as NOID, a voice AI assistants alexa solution. The company was incorporated in 2008 and is headquartered in Tokyo, Japan.

The global number of Facebook users was forecast to continuously increase between 2023 and 2027 by in total 391 million users (+14.36 percent). After the fourth consecutive increasing year, the Facebook user base is estimated to reach 3.1 billion users and therefore a new peak in 2027. Notably, the number of Facebook users was continuously increasing over the past years. User figures, shown here regarding the platform Facebook, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).

This operations dashboard shows historic and current data related to this performance measure. The performance measure page is available at 5.10 Revenue Forecast Variance.Data Dictionary

The DC Office of the Chief Financial Officer (OCFO), Office of Tax and Revenue (OTR), Real Property Tax Administration (RPTA) values all real property in the District of Columbia. This public interactive Real Property Assessment map application accompanies the OCFO MyTax DC and OTR websites. Use this mapping application to search for and view all real property, assessment valuation data, assessment neighborhood areas and sub-areas, detailed assessment information, and many real property valuation reports by various political and administrative areas. View by other administrative areas such as DC Wards, ANCs, DC Squares, and by specific real property characteristics such as property type and/or sale date. If you have questions, comments, or suggestions regarding the Real Property Assessment Map, contact the Real Property Assessment Division GIS Program at (202) 442-6484 or maps.title@dc.gov.

Current-Deferred-Revenue Time Series for Apple Inc. Apple Inc. designs, manufactures, and markets smartphones, personal computers, tablets, wearables, and accessories worldwide. The company offers iPhone, a line of smartphones; Mac, a line of personal computers; iPad, a line of multi-purpose tablets; and wearables, home, and accessories comprising AirPods, Apple TV, Apple Watch, Beats products, and HomePod. It also provides AppleCare support and cloud services; and operates various platforms, including the App Store that allow customers to discover and download applications and digital content, such as books, music, video, games, and podcasts, as well as advertising services include third-party licensing arrangements and its own advertising platforms. In addition, the company offers various subscription-based services, such as Apple Arcade, a game subscription service; Apple Fitness+, a personalized fitness service; Apple Music, which offers users a curated listening experience with on-demand radio stations; Apple News+, a subscription news and magazine service; Apple TV+, which offers exclusive original content; Apple Card, a co-branded credit card; and Apple Pay, a cashless payment service, as well as licenses its intellectual property. The company serves consumers, and small and mid-sized businesses; and the education, enterprise, and government markets. It distributes third-party applications for its products through the App Store. The company also sells its products through its retail and online stores, and direct sales force; and third-party cellular network carriers, wholesalers, retailers, and resellers. Apple Inc. was founded in 1976 and is headquartered in Cupertino, California.

In 2023, Meta Platforms had a total annual revenue of over 134 billion U.S. dollars, up from 116 billion in 2022. LinkedIn reported its highest annual revenue to date, generating over 15 billion USD, whilst Snapchat reported an annual revenue of 4.6 billion USD.

The Measurable AI Dating App Consumer Transaction Dataset is a leading source of in-app purchases , offering data collected directly from users via Proprietary Consumer Apps, with millions of opt-in users.

We source our in-app and email receipt consumer data panel via two consumer apps which garner the express consent of our end-users (GDPR compliant). We then aggregate and anonymize all the transactional data to produce raw and aggregate datasets for our clients.

Use Cases Our clients leverage our datasets to produce actionable consumer insights such as: - Market share analysis - User behavioral traits (e.g. retention rates) - Average order values - User overlap between competitors - Promotional strategies used by the key players. Several of our clients also use our datasets for forecasting and understanding industry trends better.

Coverage - Asia - EMEA (Spain, United Arab Emirates) - USA - Europe

Granular Data Itemized, high-definition data per transaction level with metrics such as - Order value - Features/subscription plans purchased - No. of orders per user - Promotions used - Geolocation data and more

Aggregate Data - Weekly/ monthly order volume - Revenue delivered in aggregate form, with historical data dating back to 2018. All the transactional e-receipts are sent from app to users’ registered accounts.

Most of our clients are fast-growing Tech Companies, Financial Institutions, Buyside Firms, Market Research Agencies, Consultancies and Academia.

Our dataset is GDPR compliant, contains no PII information and is aggregated & anonymized with user consent. Contact michelle@measurable.ai for a data dictionary and to find out our volume in each country.

Total-Revenue Time Series for Bumble Inc. Bumble Inc. provides online dating and social networking applications in North America, Europe, internationally. It owns and operates websites and applications that offers subscription and in-app purchases of products. The company operates apps, including Bumble, a dating app built with women at the center, where women make the first move; Badoo, the web and mobile free-to-use dating app; Bumble BFF and Bumble Bizz Modes that have a format similar to the date mode requiring users to set up profiles and matching users through yes and no votes, similar to the dating platform; and Bumble for Friends, a friendship app where people in all stages of life can meet people nearby and create meaningful platonic connections, as well as Geneva app where users can create and join chat, forum, audio, video, and broadcast rooms. The company was founded in 2020 in and is headquartered in Austin, Texas.

Total-Revenue Time Series for Adobe Systems Incorporated. Adobe Inc. operates as a technology company worldwide. Its Digital Media segment offers products and services that enable individuals, teams, and enterprises to create, publish, and promote content; Document Cloud, a cloud-based document services platform; and Creative Cloud, a subscription service that allows subscribers to use its creative products and applications (apps) integrated with cloud-delivered services across various surfaces and platforms. This segment serves photographers, video editors, graphic and experience designers, game developers, content creators, students, marketers, knowledge workers, and consumers. The company's Digital Experience segment provides an integrated platform; and products, services, and solutions that enable brands and businesses to create, manage, execute, measure, monetize, and optimize customer experiences from analytics to commerce. This segment serves marketers, advertisers, agencies, publishers, merchandisers, merchants, web analysts, data scientists, developers, and executives across the C-suite. Its Publishing and Advertising segment offers e-learning, technical document publishing, web conferencing, document and forms platform, web application development, high-end printing, and Adobe Advertising solutions. It provides consulting, training, customer management, technical support, and learning services. The company offers its solutions to enterprise customers, and businesses and consumers; and licenses its products to end-user customers through app stores and website at adobe.com. It markets and distributes its products through distributors, retailers, software developers, mobile app stores, systems integrators, independent software vendors, value-added resellers, and original equipment and hardware manufacturers. The company was formerly known as Adobe Systems Incorporated and changed its name to Adobe Inc. in October 2018. Adobe Inc. was founded in 1982 and is headquartered in San Jose, California.

How many people use social media?

              Social media usage is one of the most popular online activities. In 2024, over five billion people were using social media worldwide, a number projected to increase to over six billion in 2028.

              Who uses social media?
              Social networking is one of the most popular digital activities worldwide and it is no surprise that social networking penetration across all regions is constantly increasing. As of January 2023, the global social media usage rate stood at 59 percent. This figure is anticipated to grow as lesser developed digital markets catch up with other regions
              when it comes to infrastructure development and the availability of cheap mobile devices. In fact, most of social media’s global growth is driven by the increasing usage of mobile devices. Mobile-first market Eastern Asia topped the global ranking of mobile social networking penetration, followed by established digital powerhouses such as the Americas and Northern Europe.

              How much time do people spend on social media?
              Social media is an integral part of daily internet usage. On average, internet users spend 151 minutes per day on social media and messaging apps, an increase of 40 minutes since 2015. On average, internet users in Latin America had the highest average time spent per day on social media.

              What are the most popular social media platforms?
              Market leader Facebook was the first social network to surpass one billion registered accounts and currently boasts approximately 2.9 billion monthly active users, making it the most popular social network worldwide. In June 2023, the top social media apps in the Apple App Store included mobile messaging apps WhatsApp and Telegram Messenger, as well as the ever-popular app version of Facebook.

The DC Office of the Chief Financial Officer (OCFO), Office of Tax and Revenue (OTR), Real Property Tax Administration (RPTA) values all real property in the District of Columbia. This public interactive Real Property Assessment map application accompanies the OCFO MyTax DC and OTR websites. Use this mapping application to search for and view all real property, assessment valuation data, assessment neighborhood areas and sub-areas, detailed assessment information, and many real property valuation reports by various political and administrative areas. View by other administrative areas such as DC Wards, ANCs, DC Squares, and by specific real property characteristics such as property type and/or sale date. If you have questions, comments, or suggestions regarding the Real Property Assessment Map, contact the Real Property Assessment Division GIS Program at (202) 442-6484 or maps.title@dc.gov.

The Measurable AI Temu & Fast Fashion E-Receipt Dataset is a leading source of email receipts and transaction data, offering data collected directly from users via Proprietary Consumer Apps, with millions of opt-in users.

We source our email receipt consumer data panel via two consumer apps which garner the express consent of our end-users (GDPR compliant). We then aggregate and anonymize all the transactional data to produce raw and aggregate datasets for our clients.

Use Cases Our clients leverage our datasets to produce actionable consumer insights such as: - Market share analysis - User behavioral traits (e.g. retention rates) - Average order values - Promotional strategies used by the key players. Several of our clients also use our datasets for forecasting and understanding industry trends better.

Coverage - Asia (Japan, Thailand, Malaysia, Vietnam, Indonesia, Singapore, Hong Kong, Phillippines) - EMEA (Spain, United Arab Emirates, Saudi, Qatar) - Latin America (Brazil, Mexico, Columbia, Argentina)

Granular Data Itemized, high-definition data per transaction level with metrics such as - Order value - Items ordered - No. of orders per user - Delivery fee - Service fee - Promotions used - Geolocation data and more - Email ID (can work out user overlap with peers and loyalty)

Aggregate Data - Weekly/ monthly order volume - Revenue delivered in aggregate form, with historical data dating back to 2018.

Most of our clients are fast-growing Tech Companies, Financial Institutions, Buyside Firms, Market Research Agencies, Consultancies and Academia.

Our dataset is GDPR compliant, contains no PII information and is aggregated & anonymized with user consent. Contact business@measurable.ai for a data dictionary and to find out our volume in each country.

This dataset includes the data generated in the manuscript "Estimating Digital Product Trade through Corporate Revenue Data" by Viktor Stojkoski, Philipp Koch, Eva Coll, and César A. HidalgoWe include two .csv files:1) all_country_trade_ot_intervals.csv - Country level bilateral trade estimates per digital product category using the subsidiary assignment.2) all_country_trade_hq_intervals.csv - Country level bilateral trade estimates per digital product category using the headquarters assignment.The documents have the following columns:firm - name of parent company/app developer (only for the firm level data)year - year of tradecategory - digital categoryiso_o - exporter countryiso_d - importer countrytrade_value_pred - estimated trade valuelb_value - lower bound for the 95% confidence interval of the estimated trade valueub_value - upper bound for the 95% confidence interval of the estimated trade valueWe also provide two lists that have details on the developers and firms included in our estimations: apps_unique_category_entries.csv and firms_unique_category_entries. The first list (apps_unique_category_entries.csv) includes the name of the app developer, their category and the country where they are registered. The second list, includes the firms, their digital categories, countries where they are registered, and their parent company.

In the fourth quarter of 2024, TikTok generated around 186 million downloads from users worldwide. Initially launched in China first by ByteDance as Douyin, the short-video format was popularized by TikTok and took over the global social media environment in 2020. In the first quarter of 2020, TikTok downloads peaked at over 313.5 million worldwide, up by 62.3 percent compared to the first quarter of 2019.

              TikTok interactions: is there a magic formula for content success?

              In 2024, TikTok registered an engagement rate of approximately 4.64 percent on video content hosted on its platform. During the same examined year, the social video app recorded over 1,100 interactions on average. These interactions were primarily composed of likes, while only recording less than 20 comments per piece of content on average in 2024.
              The platform has been actively monitoring the issue of fake interactions, as it removed around 236 million fake likes during the first quarter of 2024. Though there is no secret formula to get the maximum of these metrics, recommended video length can possibly contribute to the success of content on TikTok.
              It was recommended that tiny TikTok accounts with up to 500 followers post videos that are around 2.6 minutes long as of the first quarter of 2024. While, the ideal video duration for huge TikTok accounts with over 50,000 followers was 7.28 minutes. The average length of TikTok videos posted by the creators in 2024 was around 43 seconds.

              What’s trending on TikTok Shop?

              Since its launch in September 2023, TikTok Shop has become one of the most popular online shopping platforms, offering consumers a wide variety of products. In 2023, TikTok shops featuring beauty and personal care items sold over 370 million products worldwide.
              TikTok shops featuring womenswear and underwear, as well as food and beverages, followed with 285 and 138 million products sold, respectively. Similarly, in the United States market, health and beauty products were the most-selling items,
              accounting for 85 percent of sales made via the TikTok Shop feature during the first month of its launch. In 2023, Indonesia was the market with the largest number of TikTok Shops, hosting over 20 percent of all TikTok Shops. Thailand and Vietnam followed with 18.29 and 17.54 percent of the total shops listed on the famous short video platform, respectively.

Current-Deferred-Revenue Time Series for Know IT AB. Knowit AB (publ) operates as a consultancy company in Sweden and internationally. It operates through five segments: Solutions, Experience, Connectivity, Insight, and Other. The company offers management consulting, such as profitability programs and management; commercial excellence and pricing strategy; insight and trend analysis; market, category, and offer strategy; working capital and supply chain management; finance transformation; sourcing and procurement; digital hr and payroll; digital and agile transformation; data analytics; and organization and leadership solutions. It also provides IT and digital product development including web development, mobile and app development, cloud, AI and data, internet of things, networks and data centers, embedded systems, application management, DevOps and CI/CD automation, systems integration, and test automation. In addition, the company offers cloud strategy, cloud foundation, migration and modernization, build in the cloud, and managed services to cloud; cybersecurity and law; smart mobility; defense solutions; trusted identities and secure solutions; financial solutions; sustainability services; web and e-commerce; brand strategy and digital marketing; and design and UX. Further, it provides analytics and business intelligence, artificial intelligence, data governance and master data management, and data management and data engineering; command and control, communication, enhanced information security solutions, and competence development for the defence sector; and financial solutions. The company was formerly known as Know IT AB (publ.) and changed its name to Knowit AB (publ) in April 2012. Knowit AB (publ) was incorporated in 1990 and is headquartered in Stockholm, Sweden.

This layer represents boundaries for New Mexico tax district "OUT" categories and incorporated/municipal "IN" categories as identified on the "Certificate of Tax Rates" published for each of the State's thirty-three counties by the Department of Finance and Administration's Budget and Finance Bureau. Initial municipal boundaries acquired from RGIS and based on layers developed by the Earth Data Analysis Center (EDAC) at UNM. TRD revisions have been made by acquiring updated boundaries from data stewards at local jurisdictions. Data is a vector polygon digital data structure taken from the Census Bureau's TIGER/Line Files, 1994, for New Mexico. Known issues: This data layer may contain unintended inaccuracies and omissions.

The Measurable AI Amazon Consumer Transaction Dataset is a leading source of email receipts and consumer transaction data, offering data collected directly from users via Proprietary Consumer Apps, with millions of opt-in users.

We source our email receipt consumer data panel via two consumer apps which garner the express consent of our end-users (GDPR compliant). We then aggregate and anonymize all the transactional data to produce raw and aggregate datasets for our clients.

Use Cases Our clients leverage our datasets to produce actionable consumer insights such as: - Market share analysis - User behavioral traits (e.g. retention rates) - Average order values - Promotional strategies used by the key players. Several of our clients also use our datasets for forecasting and understanding industry trends better.

Granular Data Itemized, high-definition data per transaction level with metrics such as - Order value - Items ordered - No. of orders per user - Delivery fee - Service fee - Promotions used - Geolocation data and more

Aggregate Data - Weekly/ monthly order volume - Revenue delivered in aggregate form, with historical data dating back to 2018. All the transactional e-receipts are sent from app to users’ registered accounts.

Most of our clients are fast-growing Tech Companies, Financial Institutions, Buyside Firms, Market Research Agencies, Consultancies and Academia.

Our dataset is GDPR compliant, contains no PII information and is aggregated & anonymized with user consent. Contact michelle@measurable.ai for a data dictionary and to find out our volume in each country.

Selling virtual goods and currencies to consumers has grown into a major revenue model in digital games and online services. The Virtual Goods and Currencies Data Set is a freely available data set that describes the prices and other attributes of 11,289 virtual goods and currencies. The data set is drawn from 59 game titles on mobile, social media, and PC platforms.

Social media companies are starting to offer users the option to subscribe to their platforms in exchange for monthly fees. Until recently, social media has been predominantly free to use, with tech companies relying on advertising as their main revenue generator. However, advertising revenues have been dropping following the COVID-induced boom. As of July 2023, Meta Verified is the most costly of the subscription services, setting users back almost 15 U.S. dollars per month on iOS or Android. Twitter Blue costs between eight and 11 U.S. dollars per month and ensures users will receive the blue check mark, and have the ability to edit tweets and have NFT profile pictures. Snapchat+, drawing in four million users as of the second quarter of 2023, boasts a Story re-watch function, custom app icons, and a Snapchat+ badge.

Total-Revenue Time Series for Affle (India) Limited. Affle 3i Limited, together with its subsidiaries, provides mobile advertisement services through information technology and software development services for mobiles in India and internationally. The company offers mobile and web app development services. It also offers digital consulting, UI/UX design, and QA services, as well as provides cloud advisory, migration, modernization, engineering, and automation services. In addition, the company operates eLearning app, digital commerce, app development, and insurance automation platforms. Further, it operates survey platform, event management, digital asset management system, and ERP development platforms. The company was formerly known as Affle (India) Limited and changed its name to Affle 3i Limited in April 2025. Affle 3i Limited was incorporated in 1994 and is based in Gurugram, India.