The number of social media users in the United States was forecast to continuously increase between 2024 and 2029 by in total 26 million users (+8.55 percent). After the ninth consecutive increasing year, the social media user base is estimated to reach 330.07 million users and therefore a new peak in 2029. Notably, the number of social media users of was continuously increasing over the past years.The shown figures regarding social media users have been derived from survey data that has been processed to estimate missing demographics.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).

How much time do people spend on social media? As of 2024, the average daily social media usage of internet users worldwide amounted to 143 minutes per day, down from 151 minutes in the previous year. Currently, the country with the most time spent on social media per day is Brazil, with online users spending an average of three hours and 49 minutes on social media each day. In comparison, the daily time spent with social media in the U.S. was just two hours and 16 minutes. Global social media usageCurrently, the global social network penetration rate is 62.3 percent. Northern Europe had an 81.7 percent social media penetration rate, topping the ranking of global social media usage by region. Eastern and Middle Africa closed the ranking with 10.1 and 9.6 percent usage reach, respectively. People access social media for a variety of reasons. Users like to find funny or entertaining content and enjoy sharing photos and videos with friends, but mainly use social media to stay in touch with current events friends. Global impact of social mediaSocial media has a wide-reaching and significant impact on not only online activities but also offline behavior and life in general. During a global online user survey in February 2019, a significant share of respondents stated that social media had increased their access to information, ease of communication, and freedom of expression. On the flip side, respondents also felt that social media had worsened their personal privacy, increased a polarization in politics and heightened everyday distractions.

The number of social media users in Ireland was forecast to continuously increase between 2024 and 2029 by in total 0.6 million users (+12.85 percent). After the seventh consecutive increasing year, the social media user base is estimated to reach 5.24 million users and therefore a new peak in 2029. The shown figures regarding social media users have been derived from survey data that has been processed to estimate missing demographics.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).

The number of Twitter users in the United States was forecast to continuously increase between 2024 and 2028 by in total 4.3 million users (+5.32 percent). After the ninth consecutive increasing year, the Twitter user base is estimated to reach 85.08 million users and therefore a new peak in 2028. Notably, the number of Twitter users of was continuously increasing over the past years.User figures, shown here regarding the platform twitter, 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.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).Find more key insights for the number of Twitter users in countries like Canada and Mexico.

According to Cognitive Market Research, the global Social Commerce Market size will be USD 769485.2 million in 2024. It will expand at a compound annual growth rate (CAGR) of 32.20% from 2024 to 2031.

North America held the major market share for more than 40% of the global revenue with a market size of USD 307794.08 million in 2024 and will grow at a compound annual growth rate (CAGR) of 30.4% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 230845.56 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 176981.60 million in 2024 and will grow at a compound annual growth rate (CAGR) of 34.2% from 2024 to 2031.
Latin America had a market share of more than 5% of the global revenue with a market size of USD 38474.26 million in 2024 and will grow at a compound annual growth rate (CAGR) of 31.6% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 15389.70 million in 2024 and will grow at a compound annual growth rate (CAGR) of 31.9% from 2024 to 2031.
The business to consumer (B2C) held the highest Social Commerce Market revenue share in 2024.

Market Dynamics of Social Commerce Market

Key Drivers for Social Commerce Market

Growth of E-Commerce and social media to Increase the Demand Globally

The Social Commerce Market has experienced growth due to increasing penetration of social media. Social media platforms are quickly emerging as vital avenues for businesses to interact with customers, highlight their goods, and increase revenue. Moreover, customers are finding it simpler to find and buy things without ever leaving the app thanks to the direct integration of shopping functions into social media sites like Facebook and Instagram. Furthermore, the expanding user base on social media platforms is generating profitable expansion prospects for the industry as a whole.

Advancements in Technology to Propel Market Growth

The Social Commerce Market has witnessed steady growth, driven by advancements in technology. Mobile technology has advanced significantly over the last ten years, and smartphones are now an essential part of people's everyday lives. Users are increasingly choosing to shop straight from their smartphones because to improved smartphone capabilities and internet connectivity, which has expanded mobile commerce. Additionally, more people are using smartphones due to rising disposable incomes, which ultimately enhances the social commerce market value environment.

Restraint Factor for the Social Commerce Market

Serious concerns regarding customers' privacy to Limit the Sales

The Social Commerce Market, driven by its rapid rise in the application of social media marketing and advertising strategies. After discovering that social commerce platforms handle significant amounts of sensitive information, including financial and personal data, hackers turn their attention to social networking networks. Any data leak these days has the potential to harm a company's brand as well as cause emotional and financial harm to an individual. Additionally, there is a high likelihood of data misuse. Social commerce businesses stress the importance of keeping proper data security in addition to backing up important data.

Impact of Covid-19 on the Social Commerce Market

The Social Commerce Market has witnessed growth due to rising number of smartphones. Key drivers include technological advancements, increasing internet penetration, and expanding influencer marketing. However, the COVID-19 pandemic temporarily disrupted production and supply chains, affecting market dynamics. The lockdowns led to reduced consumer spending and manufacturing delays. Despite these challenges, market recovery was swift as the industries resumed operations. Long-term trends indicate a resilient market with steady growth due to ongoing social media platforms and a rebound in business activities. Introduction of the Social Commerce Market

Social commerce describes online stores that use social media platforms like Facebook, Instagram, and Twitter to market and sell goods and services. The level of consumer interaction with a company's marketing through retweets, likes, and shares determines the effectiveness of a social commerce campaign. Additionally, social media marketers pr...

The number of Reddit users in the United States was forecast to continuously increase between 2024 and 2028 by in total 10.3 million users (+5.21 percent). After the ninth consecutive increasing year, the Reddit user base is estimated to reach 208.12 million users and therefore a new peak in 2028. Notably, the number of Reddit users of was continuously increasing over the past years.User figures, shown here with regards to the platform reddit, 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. Reddit users encompass both users that are logged in and those that are not.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).Find more key insights for the number of Reddit users in countries like Mexico and Canada.

The number of social media users in Indonesia was forecast to continuously increase between 2024 and 2029 by in total 47.3 million users (+23.18 percent). After the ninth consecutive increasing year, the social media user base is estimated to reach 251.36 million users and therefore a new peak in 2029. Notably, the number of social media users of was continuously increasing over the past years.The shown figures regarding social media users have been derived from survey data that has been processed to estimate missing demographics.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).Find more key insights for the number of social media users in countries like Vietnam and Thailand.

ELTEX-Blockchain: A Domain-Specific Dataset for Cybersecurity 🔐 12k Synthetic Social Media Messages for Early Cyberattack Detection on Blockchain

Dataset Statistics | Category | Samples | Description | |--------------|-------------|-----------------| | Cyberattack | 6,941 | Early warning signals and indicators of cyberattacks | | General | 4,507 | Regular blockchain discussions (non-security related) |

Dataset Structure Each entry in the dataset contains: - message_id: Unique identifier for each message - content: The text content of the social media message - topic: Classification label ("cyberattack" or "general")

Performance Gemma-2b-it fine-tuned on this dataset: - Achieves a Brier score of 0.16 using only synthetic data in our social media threat detection task - Shows competitive performance on this specific task when compared to general-purpose models known for capabilities in cybersecurity tasks, like granite-3.2-2b-instruct, and cybersecurity-focused LLMs trained on Primus - Demonstrates promising results for smaller models on this specific task, with our best hybrid model achieving an F1 score of 0.81 on our blockchain threat detection test set, though GPT-4o maintains superior overall accuracy (0.84) and calibration (Brier 0.10)

Attack Type Distribution | Attack Vectors | Seed Examples | |-------------------|------------------------| | Social Engineering & Phishing | Credential theft, wallet phishing | | Smart Contract Exploits | Token claim vulnerabilities, flash loans | | Exchange Security Breaches | Hot wallet compromises, key theft | | DeFi Protocol Attacks | Liquidity pool manipulation, bridge exploits |

For more about Cyberattack Vectors, read Attack Vectors Wiki

Citation bibtex @misc{razmyslovich2025eltexframeworkdomaindrivensynthetic, title={ELTEX: A Framework for Domain-Driven Synthetic Data Generation}, author={Arina Razmyslovich and Kseniia Murasheva and Sofia Sedlova and Julien Capitaine and Eugene Dmitriev}, year={2025}, eprint={2503.15055}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2503.15055}, }

According to Cognitive Market Research, the global Digital Marketing Analytic market size will be USD 4518.2 million in 2024 and will expand at a compound annual growth rate (CAGR) of 20.90% from 2024 to 2031.

North America held the major market share, more than 40% of the global revenue, with a market size of USD XX million in 2024. It will grow at a compound annual growth rate (CAGR) of 1.6% from 2024 to 2031.
Europe accounted for over 30% of the global USD XX million market size.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 5.4% from 2024 to 2031.
Latin America's market will have more than 5% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 2.8% from 2024 to 2031.
The Middle East and Africa held the major market share, around 2% of the global revenue, with a market size of USD XX million in 2024. The market will grow at a compound annual growth rate (CAGR) of 3.1% from 2024 to 2031.
Social media marketing held the highest Digital Marketing Analytics market revenue share in 2024.

Key Drivers of Digital Marketing Analytics Market

Various Strategies Adopted by Key Players to Provide Viable Market Output

The Digital Marketing Analytics market is experiencing significant growth due to various strategies adopted by key players. These include investing in advanced analytics technologies such as artificial intelligence and machine learning, enhancing their product offerings with features like predictive analytics and real-time data visualization, expanding their global presence through partnerships and acquisitions, and focusing on customer-centric approaches to improve user experience and satisfaction. Overall, these strategies help companies stay competitive and meet the evolving needs of the market.

For instance, in May 2023, Mixpanel propounded the launch of marketing analytics. It enables brands to get insights into the channels that drive new user mergers through multi-touch attribution. It also helps brands increase their return on advertising spend by monitoring the performance of channels and campaigns. It allows brands to get their most valuable customer segments by finding demographic or behavioral cohorts.

(Source: https://mixpanel.com/blog/mixpanel-marketing-analytics/)

Rising Influence of Social Media to Propel Market Growth

The digital marketing analytics market is experiencing growth due to the influence of social media. As social media platforms continue to gain more, businesses are relying on them to connect with customers, get brand awareness, and drive sales. Consequently, there's a growing need for advanced analytics tools to track social media performance, engagement metrics, customer sentiment, and ROI. These analytics provide invaluable insights that enable companies to refine their marketing strategies, optimize campaigns, and enhance overall effectiveness in leveraging social media platforms for business growth. Thus, the escalating importance of social media underscores the increasing demand for sophisticated digital marketing analytics solutions.

For instance, in 2020, McDonald's India North and East started a social media advertisement campaign, McGrillis Back, to capture a major revenue share in the Quick Service Restaurant market. It helped the company gain 24,000 posts on Twitter and more than 200 followers on Instagram.

(Source: https://www.afaqs.com/news/advertising/mcdonalds-india-north-east-strikes-a-chord-with-its-new-campaign-we-get-it)

Restraint Factors of Digital Marketing Analytics Market

Lack of Skilled Talent to Restrict Market Growth

The digital marketing analytics market faces a challenge due to a need for more skilled talent. This scarcity hampers the effective utilization of analytical tools and platforms, hindering businesses from extracting valuable insights to optimize their marketing strategies. With skilled personnel adept at interpreting and applying analytics, organizations can leverage data-driven decision-making processes effectively. Addressing this talent gap through training programs and educational initiatives is essential to unlock the full potential of digital marketing analytics and drive business growth in the digital landscape.

Impact of COVID-19 on t...

The number of Instagram users in the United Kingdom was forecast to continuously increase between 2024 and 2028 by in total 2.1 million users (+7.02 percent). After the ninth consecutive increasing year, the Instagram user base is estimated to reach 32 million users and therefore a new peak in 2028. Notably, the number of Instagram users of was continuously increasing over the past years.User figures, shown here with regards to the platform instagram, 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).

The number of Pinterest users in the United Kingdom was forecast to continuously increase between 2024 and 2028 by in total 0.3 million users (+3.14 percent). After the ninth consecutive increasing year, the Pinterest user base is estimated to reach 9.88 million users and therefore a new peak in 2028. Notably, the number of Pinterest users of was continuously increasing over the past years.User figures, shown here regarding the platform pinterest, 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).

The global number of LinkedIn users in was forecast to continuously increase between 2024 and 2028 by in total 171.9 million users (+22.3 percent). After the sixth consecutive increasing year, the LinkedIn user base is estimated to reach 942.84 million users and therefore a new peak in 2028. User figures, shown here with regards to the platform LinkedIn, 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).Find more key insights for the number of LinkedIn users in countries like Asia and South America.

The number of Facebook users in Indonesia was forecast to continuously decrease between 2024 and 2028 by in total 20 million users (-11.04 percent). According to this forecast, in 2028, the Facebook user base will have decreased for the fifth consecutive year to 161.16 million users. 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).Find more key insights for the number of Facebook users in countries like Thailand and Vietnam.

The number of Twitter users in Indonesia was forecast to continuously increase between 2024 and 2028 by in total 1.4 million users (+6.14 percent). After the ninth consecutive increasing year, the Twitter user base is estimated to reach 24.25 million users and therefore a new peak in 2028. Notably, the number of Twitter users of was continuously increasing over the past years.User figures, shown here regarding the platform twitter, 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.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).Find more key insights for the number of Twitter users in countries like Malaysia and Singapore.

The number of snapchat users in Africa was forecast to continuously increase between 2024 and 2028 by in total 40.3 million users (+52.07 percent). After the ninth consecutive increasing year, the snapchat user base is estimated to reach 117.68 million users and therefore a new peak in 2028. Notably, the number of snapchat users of was continuously increasing over the past years.The user numbers, depicted here regarding the platform Snapchat, 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).Find more key insights for the number of snapchat users in countries like Asia and Australia & Oceania.

The number of Pinterest users in Africa was forecast to continuously increase between 2024 and 2028 by in total 15 million users (+68.81 percent). After the ninth consecutive increasing year, the Pinterest user base is estimated to reach 36.81 million users and therefore a new peak in 2028. Notably, the number of Pinterest users of was continuously increasing over the past years.User figures, shown here regarding the platform pinterest, 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).Find more key insights for the number of Pinterest users in countries like Europe and Australia & Oceania.

The number of LinkedIn users in Africa was forecast to continuously increase between 2024 and 2028 by in total 37 million users (+68.13 percent). After the ninth consecutive increasing year, the LinkedIn user base is estimated to reach 91.29 million users and therefore a new peak in 2028. Notably, the number of LinkedIn users of was continuously increasing over the past years.User figures, shown here with regards to the platform LinkedIn, 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).Find more key insights for the number of LinkedIn users in countries like South America and Caribbean.

The number of social media users in Canada was forecast to continuously increase between 2024 and 2029 by in total 4.1 million users (+12.55 percent). After the ninth consecutive increasing year, the social media user base is estimated to reach 36.79 million users and therefore a new peak in 2029. Notably, the number of social media users of was continuously increasing over the past years.The shown figures regarding social media users have been derived from survey data that has been processed to estimate missing demographics.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).

The number of Instagram users in Indonesia was forecast to continuously increase between 2024 and 2028 by in total 5.3 million users (+4.25 percent). After the ninth consecutive increasing year, the Instagram user base is estimated to reach 129.83 million users and therefore a new peak in 2028. Notably, the number of Instagram users of was continuously increasing over the past years.User figures, shown here with regards to the platform instagram, 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).Find more key insights for the number of Instagram users in countries like Philippines and Thailand.