How many people use social media? Social media usage is one of the most popular online activities. In 2024, over **** ******* people were using social media worldwide, a number projected to increase to over *** billion in 2029. 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 ** 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 *** minutes per day on social media and messaging apps, an increase of ** 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 *** billion registered accounts and currently boasts approximately *** 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.

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

Defense Sidelines: $16 Billion in Projects Cut

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data

During the third quarter of 2024, data breaches exposed more than *** million records worldwide. Since the first quarter of 2020, the highest number of data records were exposed in the first quarter of ***, more than *** million data sets. Data breaches remain among the biggest concerns of company leaders worldwide. The most common causes of sensitive information loss were operating system vulnerabilities on endpoint devices. Which industries see the most data breaches? Meanwhile, certain conditions make some industry sectors more prone to data breaches than others. According to the latest observations, the public administration experienced the highest number of data breaches between 2021 and 2022. The industry saw *** reported data breach incidents with confirmed data loss. The second were financial institutions, with *** data breach cases, followed by healthcare providers. Data breach cost Data breach incidents have various consequences, the most common impact being financial losses and business disruptions. As of 2023, the average data breach cost across businesses worldwide was **** million U.S. dollars. Meanwhile, a leaked data record cost about *** U.S. dollars. The United States saw the highest average breach cost globally, at **** million U.S. dollars.

As of February 2025, 5.56 billion individuals worldwide were internet users, which amounted to 67.9 percent of the global population. Of this total, 5.24 billion, or 63.9 percent of the world's population, were social media users. Global internet usage Connecting billions of people worldwide, the internet is a core pillar of the modern information society. Northern Europe ranked first among worldwide regions by the share of the population using the internet in 20254. In The Netherlands, Norway and Saudi Arabia, 99 percent of the population used the internet as of February 2025. North Korea was at the opposite end of the spectrum, with virtually no internet usage penetration among the general population, ranking last worldwide. Eastern Asia was home to the largest number of online users worldwide – over 1.34 billion at the latest count. Southern Asia ranked second, with around 1.2 billion internet users. China, India, and the United States rank ahead of other countries worldwide by the number of internet users. Worldwide internet user demographics As of 2024, the share of female internet users worldwide was 65 percent, five percent less than that of men. Gender disparity in internet usage was bigger in African countries, with around a ten percent difference. Worldwide regions, like the Commonwealth of Independent States and Europe, showed a smaller usage gap between these two genders. As of 2024, global internet usage was higher among individuals between 15 and 24 years old across all regions, with young people in Europe representing the most significant usage penetration, 98 percent. In comparison, the worldwide average for the age group 15–24 years was 79 percent. The income level of the countries was also an essential factor for internet access, as 93 percent of the population of the countries with high income reportedly used the internet, as opposed to only 27 percent of the low-income markets.

The global 3D gaming technology market size was valued at over USD 34.5 billion in 2024 and is expected to expand at a CAGR of around 16%, surpassing USD 237.56 billion revenue by 2037. Action segment is projected to account for 42% industry share, due to the rising popularity of fast-paced gameplay involving physical challenges.

Data Encryption Market Overview The global data encryption market is projected to register significant growth, with a market size of USD 14.5 billion in 2025 and a CAGR of 16% over the forecast period of 2025-2033. The increasing adoption of cloud computing and digital transformation initiatives are driving the demand for data encryption solutions to protect sensitive data from cyber threats. Additionally, industry regulations, such as GDPR and CCPA, are mandating organizations to implement data encryption measures, further fueling market growth. Market Drivers, Restraints, and Trends Key market drivers include rising cybersecurity threats, increasing data breaches, and the growing need for data privacy. The increasing adoption of IoT and mobile computing is also contributing to the need for data encryption. However, the high cost of implementation and the lack of skilled professionals can pose challenges to market growth. Notable market trends include the emergence of advanced encryption algorithms, such as quantum-safe cryptography, and the integration of encryption with AI and machine learning technologies. Regional factors, such as government regulations and technology adoption rates, also influence the market's growth trajectory. Recent developments include: On Apr. 11, 2023, Menlo Security, a leading provider of browser security solutions, published the results of the 10th Annual Cyberthreat Defense Report (CDR) by the CyberEdge Group. The report, partially sponsored by Menlo Security, highlights the augmenting importance of browser isolation technologies to combat ransomware and other malicious threats., The research revealed that most ransomware attacks include threats beyond data encryption. According to the report, around 51% of respondents confirmed that they have been using at least one type of browser or Internet isolation to protect their organizational data, while another 40% are about to deploy data encryption technology. Furthermore, around 33% of respondents noted that browser isolation is a key cybersecurity strategy to protect against sophisticated attacks, including ransomware, phishing, and zero-day attacks., On Feb.14, 2023, EnterpriseDB, a relational database provider, announced the addition of Transparent Data Encryption (TDE) based on open-source PostgreSQL to its databases. The new TDE feature will be shipped along with the firm's enterprise version of its database. TDE is a method of encrypting database files to ensure data security while at rest and in motion., Adding that most enterprises use TDE for compliance issues helps ensure data encryption on the hard drive and files on a backup. Before the development of built-in TDE, enterprises relied on either full-disk encryption or stackable cryptographic file system encryption., On Jan.25, 2023, Researchers from the Tokyo University of Science, Japan, announced the development of a faster and cheaper method for handling encrypted data while improving security. The new data encryption method developed by Japanese researchers combines the best of homomorphic encryption and secret sharing to handle encrypted data., Homomorphic encryption and secret sharing are key methods to compute sensitive data while preserving privacy. Homomorphic encryption is computationally intensive and involves performing computational data encryption on a single server, while secret sharing is fast and computationally efficient., In this method, the encrypted data/secret input is divided and distributed across multiple servers, each performing a computation, such as multiplication, on its data. The results of the computations are then used to reconstruct the original data., September 2022: Convergence Technology Solutions Corp., a supplier of software-enabled IT and cloud solutions, declared that it has obtained certification in Canada to sell and deploy IBM zsystems and LinuxONE., November 2019: Penta Security Systems announced that it has been selected as a finalist for the 2020 SC Magazine Awards, which are given by SC Media and celebrated in the United States. As a result, MyDiamo from Penta Security has been named the Best Database Security Solution of 2020. Additionally, this will result in the expansion of common-level encryption and improve the open-source DBMS installation procedure.. Potential restraints include: ISSUE REGARDING SECURITY AND DATA BREACH 44, HIGH IMPLEMENTATION COSTS AND COMPLEXITY 45; ISSUE WITH RESPECT TO DATA CONSISTENCY AND INTEROPERABILITY ACROSS DIFFERENT EDGE PLATFORMS 45.

Market leader Facebook was the first social network to surpass one billion registered accounts and currently sits at more than three billion monthly active users. Meta Platforms owns four of the biggest social media platforms, all with more than one billion monthly active users each: Facebook (core platform), WhatsApp, Facebook Messenger, and Instagram. In the third quarter of 2023, Facebook reported around four billion monthly core Family product users. The United States and China account for the most high-profile social platforms Most top ranked social networks with more than 100 million users originated in the United States, but services like Chinese social networks WeChat, QQ or video sharing app Douyin have also garnered mainstream appeal in their respective regions due to local context and content. Douyin’s popularity has led to the platform releasing an international version of its network: a little app called TikTok. How many people use social media? The leading social networks are usually available in multiple languages and enable users to connect with friends or people across geographical, political, or economic borders. In 2025, social networking sites are estimated to reach 5.42 billion users and these figures are still expected to grow as mobile device usage and mobile social networks increasingly gain traction in previously underserved markets.

In the financial year ending March 2025, Nintendo generated just over 419 billion Japanese yen (2.8 billion U.S. dollars) in revenue in the United States alone. This accounted for over a third of its annual revenues, making the U.S. the largest market for Nintendo. Europe followed, where Nintendo generated nearly three billion U.S. dollars in sales revenue. Overall, Nintendo’s total revenue for FY 2025 was just over 7 million U.S. dollars, marking a decrease of around four million U.S. dollars compared to the previous year. This continues a trend of declining revenue that began after reaching a decade high of around 16 billion U.S. dollars in FY 2021. Nintendo Switch tops the market The Nintendo Switch has been a major revenue driver for the company, accounting for over 94 percent of Nintendo’s revenue in that year. Since its launch in 2017, the Nintendo Switch has sold nearly 130 million units and has consistently outperformed other current-generation consoles in global sales each year, up until 2022. Nintendo’s game consoles have always enjoyed global popularity, with three of its consoles ranking among the top 5 best-selling game consoles of all time. Notably, Nintendo is the only company to have a current-generation console among the top- 5 all-time best-selling game consoles. Nintendo games leading global sales When it comes to game titles, Nintendo boasts three of the top- ten best-selling console games of all time. Mario Kart 8 Deluxe has sold over 55 million units, leading the pack as the top-selling Nintendo Switch game based on lifetime sales as of June 2023. Hot on its heels are Pokémon Scarlet and Pokémon Violet, the best-selling Nintendo titles in FY 2023 with 22 million units sold since their release in 2022. Other popular titles include Animal Crossing: New Horizons, Super Smash Bros. Ultimate, and The Legend of Zelda, each contributing significantly to Nintendo’s success. Overall, Nintendo sold more than 235 million units of software for its Nintendo Switch gaming console in FY 2022 alone.

As of 2024, Sephora generated retail sales of about **** billion U.S. dollars worldwide, up from the previous year, when this figure amounted to approximately ***** billion U.S. dollars. An overview of Sephora Established in France, Sephora is a beauty and personal care product retailer, operating in more than ***countries worldwide. Besides a huge international network of brick-and-mortar stores, Sephora also has a significant online presence. In 2024, its website sephora.com was one of the leading health & beauty online shops in the United States, based on brand awareness. Sephora’s popularity in the United States In 2024, Sephora was the leading beauty shopping destination among female Gen Z consumers in the United States. In that same year, sephora.com was one of the most visited beauty and cosmetics websites in the North American country.

This table contains key figures for companies with fewer than 250 employees in the Business Economy, this is section B-N, excluding K, including 95 (economic activity, based on the 2008 Standard Business Classification (SBI 2008). The figures are broken down by growth or contraction of the company. This table has been developed in the context of the State of SMEs.

Data available from: 2011.

Status of the figures: The figures for the last five years are provisional. Other figures are final. For international trade in goods, the figures for 2015 are not exactly comparable to those for 2014, because in 2015 a simplified business statement and a new re-export definition will enter and several quality improvements have also been made. Total exports of goods would have been more than EUR 16 billion lower in 2014 with method breaks. Total imports of goods amount to EUR 9 billion less.

Changes as of 10 November 2021: Figures for 2020 and number of companies from 2021 have been added. Minor change in dates from 2014 and 2015 due to rounding of figures. These are “Exportors in reporting year” (2014) and “Exporters with Growth” (2015).

When are new figures coming? Figures for 2021 and number of companies from 2022 will be published in October 2022.

The number of Internet of Things (IoT) devices worldwide is forecast to more than double from 19.8 billion in 2025 to more than 40.6 billion IoT devices by 2034. In 2034, the highest number of IoT devices will be found in China, with around 7.51 billion consumer devices. IoT devices are used in all types of industry verticals and consumer markets, with the consumer segment accounting for around 60 percent of all IoT or connected devices in 2025. This share is projected to stay at this level over the next ten years. Major verticals and use cases Major industry verticals with currently more than 100 million connected IoT devices are electricity, gas, steam & A/C, water supply & waste management, retail & wholesale, transportation & storage, and government. Overall, the number of IoT devices across all industry verticals is forecast to grow to more than eight billion by 2033. Major use-cases The most important use case for IoT devices in the consumer segment are consumer internet & media devices such as smartphones, where the number of IoT devices is forecast to grow to more than 17 billion by 2033. Other use cases with more than one billion IoT devices by 2033 are connected (autonomous) vehicles, IT infrastructure, asset tracking & monitoring, and smart grid.

For the Canadian bus industry as a whole, the first six months of 1999 produced marginal financial improvements over the same months of the previous year. Gross revenues excluding subsidies grew by just over one half of one percent, rising from $1.58 billion in 1998 to $1.59 billion in 1999. Expenditures decreased slightly from $2.38 billion for the first two quarters of 1998 to $2.37 billion in 1999.

Cristiano Ronaldo has one of the most popular Instagram accounts as of April 2024.

              The Portuguese footballer is the most-followed person on the photo sharing app platform with 628 million followers. Instagram's own account was ranked first with roughly 672 million followers.

              How popular is Instagram?

              Instagram is a photo-sharing social networking service that enables users to take pictures and edit them with filters. The platform allows users to post and share their images online and directly with their friends and followers on the social network. The cross-platform app reached one billion monthly active users in mid-2018. In 2020, there were over 114 million Instagram users in the United States and experts project this figure to surpass 127 million users in 2023.

              Who uses Instagram?

              Instagram audiences are predominantly young – recent data states that almost 60 percent of U.S. Instagram users are aged 34 years or younger. Fall 2020 data reveals that Instagram is also one of the most popular social media for teens and one of the social networks with the biggest reach among teens in the United States.

              Celebrity influencers on Instagram
              Many celebrities and athletes are brand spokespeople and generate additional income with social media advertising and sponsored content. Unsurprisingly, Ronaldo ranked first again, as the average media value of one of his Instagram posts was 985,441 U.S. dollars.

In 2024, the number of data compromises in the United States stood at 3,158 cases. Meanwhile, over 1.35 billion individuals were affected in the same year by data compromises, including data breaches, leakage, and exposure. While these are three different events, they have one thing in common. As a result of all three incidents, the sensitive data is accessed by an unauthorized threat actor. Industries most vulnerable to data breaches Some industry sectors usually see more significant cases of private data violations than others. This is determined by the type and volume of the personal information organizations of these sectors store. In 2024 the financial services, healthcare, and professional services were the three industry sectors that recorded most data breaches. Overall, the number of healthcare data breaches in some industry sectors in the United States has gradually increased within the past few years. However, some sectors saw decrease. Largest data exposures worldwide In 2020, an adult streaming website, CAM4, experienced a leakage of nearly 11 billion records. This, by far, is the most extensive reported data leakage. This case, though, is unique because cyber security researchers found the vulnerability before the cyber criminals. The second-largest data breach is the Yahoo data breach, dating back to 2013. The company first reported about one billion exposed records, then later, in 2017, came up with an updated number of leaked records, which was three billion. In March 2018, the third biggest data breach happened, involving India’s national identification database Aadhaar. As a result of this incident, over 1.1 billion records were exposed.

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.

Despite the growth and prominence of mobile messengers and chat apps, e-mail is an integral part of daily online life. In 2023, the number of global e-mail users amounted to **** billion and is set to grow to **** billion users in 2027. Global e-mail audiencesIn 2023, approximately *** billion e-mails were sent and received every day worldwide. This figure is projected to increase to over *** billion daily e-mails in 2027. As of July 2022, Apple Mail Privacy accounted for over half of the e-mail opens, while mobile use of e-mails saw a significant decrease in their market shares. Apple MPP e-mail app was the most popular e-mail client, accounting for ** percent of e-mail opens. Gmail, the free e-mail service owned by Google, was ranked second with a ** percent open share. Malicious mailMany online users use e-mails for website and newsletter signups and brace themselves for the inevitable flood of spam and marketing communications. Whereas most unwanted e-mails are annoying yet ultimately benign, consumers are right to be wary of malicious e-mail that can be used to compromise their digital accounts and devices. In 2023, ** percent of fraud reports in the United States related to cases in which victims were contacted via e-mail.

Over the course of the 1920s, the value of money deposited in commercial banks grew at a fairly steady rate, rising from around 19 billion U.S. dollars in 1921 (the initial dip was due to the post-WWI recession), to 25 billion at the end of the decade. However, the onset of the Great Depression saw these figures drop drastically, and the value of deposits fell from around 26 to 16 billion dollars between 1930 and 1933. This was not only due to high unemployment and lower wages, but many Americans also lost faith in the banks during the Depression - many blamed the banks for the Depression as frivolous lending practices had contributed to the Wall Street Crash; banks demanded early repayment of debts and often repossessed the property of those who could not afford to do so (also leading to evictions), and many banks failed after the Crash and were not perceived as safe. It was not until 1936 where deposits in commercial banks returned to their pre-Depression levels, after the Roosevelt administration put a number of safeguards in place and helped restore public faith in the American banking system.

In contrast to commercial banks, the total amount of money deposited in savings accounts continued to rise throughout the Great Depression, albeit at a much slower rate than in the 1920s. The reason for continued increase was due to the disproportionate impact the Depression had across socioeconomic groups - most working and middle-class Americans did not have the means to have a savings account

Which county has the most Facebook users?

              There are more than 378 million Facebook users in India alone, making it the leading country in terms of Facebook audience size. To put this into context, if India’s Facebook audience were a country then it would be ranked third in terms of largest population worldwide. Apart from India, there are several other markets with more than 100 million Facebook users each: The United States, Indonesia, and Brazil with 193.8 million, 119.05 million, and 112.55 million Facebook users respectively.

              Facebook – the most used social media

              Meta, the company that was previously called Facebook, owns four of the most popular social media platforms worldwide, WhatsApp, Facebook Messenger, Facebook, and Instagram. As of the third quarter of 2021, there were around 3,5 billion cumulative monthly users of the company’s products worldwide. With around 2.9 billion monthly active users, Facebook is the most popular social media worldwide. With an audience of this scale, it is no surprise that the vast majority of Facebook’s revenue is generated through advertising.

              Facebook usage by device
              As of July 2021, it was found that 98.5 percent of active users accessed their Facebook account from mobile devices. In fact, almost 81.8 percent of Facebook audiences worldwide access the platform only via mobile phone. Facebook is not only available through mobile browser as the company has published several mobile apps for users to access their products and services. As of the third quarter 2021, the four core Meta products were leading the ranking of most downloaded mobile apps worldwide, with WhatsApp amassing approximately six billion downloads.

In 2024, Red Bull had an estimated brand value of ***** billion euros. The energy drink manufacturer remained Austria’s most valuable brand by a wide margin. Red Bull experiences an upwind Red Bull is a functional energy drink produced by Austrian beverage giant Red Bull GmbH. The drink that is known for its catchy advertising slogan has dominated the global energy drink market for decades, and in 2023, a record over ** billion cans were sold around the world. Red Bull ranked fourth among the most valuable soft drink brands worldwide, outperforming household names such as Nespresso or Yili. Moreover, Red Bull’s annual revenue peaked at ***** billion euros in that year, and to keep not only the drink but also the brand name on everyone’s lips, Red Bull vividly promotes extreme sports and motorsport events. Energy drinks are all the hype Energy drinks are beverages that aim to boost mental and physical energy and enhance overall performance. They usually contain caffeine, taurine, vitamins, and some form of sweetener – a combination that resonates with millions of consumers worldwide. In 2023, Red Bull maintained its spot as the leading energy drink brand in the United States, but looking at the most recent sales data, Monster Energy is becoming an increasingly viable competitor.

As of April 2025, almost 32 percent of global Instagram audiences were aged between 25 and 34 years, and 29.5 percent of users were aged between 25 and 34 years. Overall, 16.3 percent of users belonged to the 35 to 44 year age group. Instagram users With roughly one billion monthly active users, Instagram belongs to the most popular social networks worldwide. The social photo sharing app is especially popular in India and in the United States, which have respectively 413.85 million and 171.7 million Instagram users each. Instagram features One of the most popular features of Instagram is Stories. Users can post photos and videos to their Stories stream and the content is live for others to view for 24 hours before it disappears. In January 2019, the company reported that there were 500 million daily active Instagram Stories users. Instagram Stories directly competes with Snapchat, another photo sharing app that initially became famous due to it’s “vanishing photos” feature. As of the first quarter of 2025, Snapchat had 460 million daily active users.