The global number of KakaoTalk users in was forecast to decrease between 2024 and 2028 by in total 0.7 million users. This overall decrease does not happen continuously, notably not in 2026 and 2027. The KakaoTalk user base is estimated to amount to 48.7 million users in 2028. Notably, the number of KakaoTalk users of was continuously increasing over the past years.User figures, here concerning the platform kakaoTalk, 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).
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LINE number database is an extensive list of people who use the LINE app. Assume you have a list of everyone in your school, but you build a separate list of only the students who enjoy playing soccer. This is what a LINE Database User List looks like. It allows businesses to target a certain set of people who may be interested in their offer. LINE number database is useful as it may be updated regularly. Businesses, like teachers, may update their lists as new users join LINE or as their interests change. This keeps the list functional and allows firms to contact the relevant people. LINE number database may help businesses measure user engagement and improve their marketing campaigns over time. Businesses that keep the list updated and use it appropriately may develop greater ties with their audience and achieve better outcomes. Finally, the LINE Number Database is an effective tool for businesses to reach the appropriate individuals at the correct time. This valuable database is available on List To Data. LINE data is a valuable resource for businesses seeking to connect with potential customers. This dataset encompasses information about individuals who utilize the LINE messaging app. LINE is a popular messaging platform with over 90 million monthly active users worldwide. Users can seamlessly communicate through messages, voice and video calls, and share engaging stickers. This database has information about users, like their names, phone numbers, email addresses, and sometimes even what they like to do on the app. LINE data is a very useful tool. It helps to sell things or provide services. They use the LINE app user database to find people who might be interested in their offers. But businesses need to be careful with this information. People’s details, like their phone numbers and email addresses, are private. Businesses should always ask for permission before using this information. They also need to keep it safe so that no one else can see it. If businesses respect users’ privacy, people will trust them more and be happier to hear about what the business offers. This data is available on List To Data.
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 number of WhatsApp users in North America was forecast to continuously increase between 2024 and 2029 by in total 7.6 million users (+4.97 percent). After the ninth consecutive increasing year, the WhatsApp user base is estimated to reach 160.51 million users and therefore a new peak in 2029. Notably, the number of WhatsApp users of was continuously increasing over the past years.User figures, shown here regarding the platform whatsapp, 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 WhatsApp users in countries like Worldwide and Africa.
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General Information
Hyperreal Talk (Polish clear web message board) messages data.
Haitao Shi (The University of Edinburgh, UK); Leszek Świeca (Kazimierz Wielki University in Bydgoszcz, Poland).
The dataset is part of the research supported by the Polish National Science Centre (Narodowe Centrum Nauki) grant 2021/43/B/HS6/00710.
Project title: “Rhizomatic networks, circulation of meanings and contents, and offline contexts of online drug trade” (2022-2025; PLN 956 620; funding institution: Polish National Science Centre [NCN], call: OPUS 22; Principal Investigator: Piotr Siuda [Kazimierz Wielki University in Bydgoszcz, Poland]).
Data Collection Context
Polish clear web message board called Hyperreal Talk (https://hyperreal.info/talk/).
This dataset was developed within the abovementioned project. The project delves into internet dynamics within disruptive activities, specifically focusing on the online drug trade in Poland. It aims to (1) examine the utilization of the open internet, including social media, in the drug trade; (2) delineate the role of darknet environments in narcotics distribution; and (3) uncover the intricate flow of drug trade-related content and its meanings between the open web and the darknet, and how these meanings are shaped within the so-called drug subculture.
The Hyperreal Talk forum emerges as a pivotal online space on the Polish internet, serving as a hub for discussions and the exchange of knowledge and experiences concerning drug use. It plays a crucial role in investigating the narratives and discourses that shape the drug subculture and the broader societal perceptions of drug consumption. The dataset has been instrumental in conducting analyses pertinent to the earlier project goals.
The dataset was compiled using the Scrapy framework, a web crawling and scraping library for Python. This tool facilitated systematic content extraction from the targeted message board.
The data was collected in two periods, i.e., in September 2023 and November 2023.
Data Content
The dataset comprises all messages posted on the Polish-language Hyperreal Talk message board from its inception until November 2023. These messages include the initial posts that start each thread and the subsequent posts (replies) within those threads. The dataset is organized into two directories: “hyperreal” and “hyperreal_hidden.” The “hyperreal” directory contains accessible posts without needing to log in to Hyperreal Talk, while the “hyperreal_hidden” directory holds posts that can only be viewed by logged-in users. For each directory, a .txt file has been prepared detailing the structure of the message board folders from which the posts were extracted. The dataset includes 6,248,842 posts.
The data has been cleaned and processed using regular expressions in Python. Additionally, all personal information was removed through regular expressions. The data has been hashed to exclude all identifiers related to instant messaging apps and email addresses. Furthermore, all usernames appearing in messages have been eliminated.
The dataset consists of the following files:
Zipped .txt files (hyperreal.zip) containing messages that are visible without logging into Hyperreal Talk. These files are organized into individual directories that mirror the folder structure found on the Hyperreal Talk message board.
Zipped .txt files (hyperreal_hidden.zip) containing messages that are visible only after logging into Hyperreal Talk. Similar to the first type, these files are organized into directories corresponding to the website’s folder structure.
A .csv file that lists all the messages, including file names and the content of each post.
Accessibility and Usage
The data can be accessed without any restrictions.
Attached are .txt files detailing the tree of folders for “hyperreal.zip” and “hyperreal_hidden.zip.”
Documentation on the Python regular expressions used for scraping, cleaning, processing, and anonymizing the data can be found on GitHub at the following URLs:
https://github.com/LeszekSwieca/Project_2021-43-B-HS6-00710
https://github.com/HaitaoShi/Scrapy_hyperreal"
Ethical Considerations
A set of data handling policies aimed at ensuring safety and ethics has been outlined in the following paper:
Harviainen, J.T., Haasio, A., Ruokolainen, T., Hassan, L., Siuda, P., Hamari, J. (2021). Information Protection in Dark Web Drug Markets Research [in:] Proceedings of the 54th Hawaii International Conference on System Sciences, HICSS 2021, Grand Hyatt Kauai, Hawaii, USA, 4-8 January 2021, Maui, Hawaii, (ed.) Tung X. Bui, Honolulu, HI, pp. 4673-4680.
The primary safeguard was the early-stage hashing of usernames and identifiers from the messages, utilizing automated systems for irreversible hashing. Recognizing that scraping and automatic name removal might not catch all identifiers, the data underwent manual review to ensure compliance with research ethics and thorough anonymization.
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The number of WhatsApp users in Europe was forecast to continuously increase between 2024 and 2029 by in total 2.6 million users (+2.17 percent). After the ninth consecutive increasing year, the WhatsApp user base is estimated to reach 122.38 million users and therefore a new peak in 2029. Notably, the number of WhatsApp users of was continuously increasing over the past years.User figures, shown here regarding the platform whatsapp, 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 WhatsApp users in countries like Africa and South America.
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The Emotional Voice Messages (EMOVOME) database is a speech dataset collected for emotion recognition in real-world conditions. It contains 999 spontaneous voice messages from 100 Spanish speakers, collected from real conversations on a messaging app. EMOVOME includes both expert and non-expert emotional annotations, covering valence and arousal dimensions, along with emotion categories for the expert annotations. Detailed participant information is provided, including sociodemographic data and personality trait assessments using the NEO-FFI questionnaire. Moreover, EMOVOME provides audio recordings of participants reading a given text, as well as transcriptions of all 999 voice messages. Additionally, baseline models for valence and arousal recognition are provided, utilizing both speech and audio transcriptions.
For details on the EMOVOME database, please refer to the article:
"EMOVOME Database: Advancing Emotion Recognition in Speech Beyond Staged Scenarios". Lucía Gómez-Zaragozá, Rocío del Amor, María José Castro-Bleda, Valery Naranjo, Mariano Alcañiz Raya, Javier Marín-Morales. (pre-print available in https://doi.org/10.48550/arXiv.2403.02167)
The Zenodo repository contains four files:
The repository also includes three folders:
Audio files in “Lecture” and “Emotions” are only provided to the users that complete the agreement file in section Usage Notes. Audio files are in Ogg Vorbis format at 16-bit and 44.1 kHz or 48 kHz. The total size of the “Audios” folder is about 213 MB.
All the data included in the EMOVOME database is publicly available under the Creative Commons Attribution 4.0 International license. The only exception is the original raw audio files, for which an additional step is required as a security measure to safeguard the speakers' privacy. To request access, interested authors should first complete and sign the agreement file EMOVOME_agreement.pdf and send it to the corresponding author (jamarmo@htech.upv.es). The data included in the EMOVOME database is expected to be used for research purposes only. Therefore, the agreement file states that the authors are not allowed to share the data with profit-making companies or organisations. They are also not expected to distribute the data to other research institutions; instead, they are suggested to kindly refer interested colleagues to the corresponding author of this article. By agreeing to the terms of the agreement, the authors also commit to refraining from publishing the audio content on the media (such as television and radio), in scientific journals (or any other publications), as well as on other platforms on the internet. The agreement must bear the signature of the legally authorised representative of the research institution (e.g., head of laboratory/department). Once the signed agreement is received and validated, the corresponding author will deliver the "Audios" folder containing the audio files through a download procedure. A direct connection between the EMOVOME authors and the applicants guarantees that updates regarding additional materials included in the database can be received by all EMOVOME users.
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Media habits. Civic engagement. Topics: 1. Media habits: access news online in the last two days; kind of access: website of the news source, news aggregator app or website, articles or posts in personal online social networks or that were shared by friends, messaging app or alerts, search engine, email newsletters or notifications, email from relatives, friends, or acquaintances; reaction to the news: discuss it with relatives, friends, or colleagues, send an article or video about that news to someone, comment on or share the news on online social networks, share the news on a messaging app, leave a comment on a news website, search for more information about the topic, save the article for later, research online to try to learn more; use of selected online social networks in the last week. 2. Civic engagement: feeling of being informed by civil society organisations (CSOs) about issues that matter to the respondent personally; engagement with CSOs in the own country in the following ways: participation in demonstrations or similar activities organized by a CSO, regular volunteering in various activities for CSOs, engagement with CSOs mainly online or on social networks, actively encouraging other people to engage with a CSO, donate money to CSOs, engagement in another way, no engagement with CSOs; engagement of respondent’s CSO in European issues; factors that increase personal engagement in CSOs: conviction that personal engagement will have a real impact, knowledge how personal financial engagement will be used by the CSO, participation in concrete activities organized by CSOs, regular information on ongoing activities and projects, own opinion and input are taken into account, receive feedback on what has been achieved, choose a flexible form of engagement, other; most important topics to be treated by CSOs in the own country; impact of campaigns seen in the last two years on personal behaviour: share a video or an image from this campaign, discuss the campaign topic with relatives, friends, colleagues, decide to vote in elections, take concrete actions, take part in public discussions on the campaign topic, take part in an online consultation on the campaign topic, do some research online to find out more about the campaign topic, decide to donate money to a CSO, other; participation in public consultations in the own city in last twelve months; usefulness of the initiative; reasons for considering the initiative useful; reasons for considering the initiative not useful; recent reception of media reports on activities of the European Parliament; general direction things are going in the EU. Demography: frequency of internet use; image of the EU; assessment of the own country’s membership in the EU as a good thing; age; sex; nationality; age at end of education; occupation; professional position; region; type of community; own a mobile phone and fixed (landline) phone; household composition and household size; nation group; weighting factor. Additionally coded was: respondent ID; country; type of phone line.
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License information was derived automatically
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Austria Telegram Contact Dataset
Our Austria Telegram Contact Dataset is one of the fastest strategies for reaching your target audience. We’ve organized a huge collection of verified Telegram contacts into multiple categories, so you can select the exact database that fits your business goals. With this, you can expand your reach, attract new customers, and run more personalized campaigns.
This dataset gives you the opportunity to target audiences by demographics, industries, or business sectors. Each contact is up-to-date, ensuring 95% accuracy and the highest quality standards. Whether you’re promoting products or services, this Telegram database provides a reliable way to grow your brand visibility across Austria. Best of all, you can buy it at a very affordable price and start seeing results quickly.
Buy Austria Telegram User Mobile Data
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"
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License information was derived automatically
" Guatemala Telegram User Phone Number is an ideal tool for businesses looking to boost their digital marketing. This verified list contains complete user details like name, address, age, gender, and mobile number. It’s designed to help companies connect directly with genuine people and drive results faster. Telegram, being one of the most popular messaging apps, offers the perfect channel for multi-channel marketing, including SMS, calls, and direct app outreach.
With 95% real and GDPR-compliant contacts, this database saves you time and effort while delivering high-quality leads. Every dataset is verified using advanced technology, third-party providers, and a dedicated research team. That means you get accurate, opt-in Telegram data that helps develop your business in record time. If you want to maximize profits and run effective online marketing in Guatemala, B2C Databases has the solution.
Guatemala Telegram Contact Dataset
Our Guatemala Telegram Contact Dataset is one of the fastest strategies for reaching your target audience. We’ve organized a huge collection of verified Telegram contacts into multiple categories, so you can select the exact database that fits your business goals. With this, you can expand your reach, attract new customers, and run more personalized campaigns.
This dataset gives you the opportunity to target audiences by demographics, industries, or business sectors. Each contact is up-to-date, ensuring 95% accuracy and the highest quality standards. Whether you’re promoting products or services, this Telegram database provides a reliable way to grow your brand visibility across Guatemala. Best of all, you can buy it at a very affordable price and start seeing results quickly.
Buy Guatemala Telegram User Mobile Data
Buy Guatemala Telegram User Mobile Data today and unlock the potential to increase your sales, revenue, and customer base. With our accurate phone number leads, you’ll achieve massive ROI in a short amount of time. Businesses that use this data properly report significant improvements in outreach and overall profitability.
Don’t wait—order your dataset from B2C Databases now and experience positive growth in your business. This is the right investment for anyone who wants verified leads, quick connections, and long-term results.
"
CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
License information was derived automatically
" Bolivia Telegram User Phone Number is an ideal tool for businesses looking to boost their digital marketing. This verified list contains complete user details like name, address, age, gender, and mobile number. It’s designed to help companies connect directly with genuine people and drive results faster. Telegram, being one of the most popular messaging apps, offers the perfect channel for multi-channel marketing, including SMS, calls, and direct app outreach.
With 95% real and GDPR-compliant contacts, this database saves you time and effort while delivering high-quality leads. Every dataset is verified using advanced technology, third-party providers, and a dedicated research team. That means you get accurate, opt-in Telegram data that helps develop your business in record time. If you want to maximize profits and run effective online marketing in Bolivia, B2C Databases has the solution.
Bolivia Telegram Contact Dataset
Our Bolivia Telegram Contact Dataset is one of the fastest strategies for reaching your target audience. We’ve organized a huge collection of verified Telegram contacts into multiple categories, so you can select the exact database that fits your business goals. With this, you can expand your reach, attract new customers, and run more personalized campaigns.
This dataset gives you the opportunity to target audiences by demographics, industries, or business sectors. Each contact is up-to-date, ensuring 95% accuracy and the highest quality standards. Whether you’re promoting products or services, this Telegram database provides a reliable way to grow your brand visibility across Bolivia. Best of all, you can buy it at a very affordable price and start seeing results quickly.
Buy Bolivia Telegram User Mobile Data
Buy Bolivia Telegram User Mobile Data today and unlock the potential to increase your sales, revenue, and customer base. With our accurate phone number leads, you’ll achieve massive ROI in a short amount of time. Businesses that use this data properly report significant improvements in outreach and overall profitability.
Don’t wait—order your dataset from B2C Databases now and experience positive growth in your business. This is the right investment for anyone who wants verified leads, quick connections, and long-term results.
"
CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
License information was derived automatically
" Romania Telegram User Phone Number is an ideal tool for businesses looking to boost their digital marketing. This verified list contains complete user details like name, address, age, gender, and mobile number. It’s designed to help companies connect directly with genuine people and drive results faster. Telegram, being one of the most popular messaging apps, offers the perfect channel for multi-channel marketing, including SMS, calls, and direct app outreach.
With 95% real and GDPR-compliant contacts, this database saves you time and effort while delivering high-quality leads. Every dataset is verified using advanced technology, third-party providers, and a dedicated research team. That means you get accurate, opt-in Telegram data that helps develop your business in record time. If you want to maximize profits and run effective online marketing in Romania, B2C Databases has the solution.
Romania Telegram Contact Dataset
Our Romania Telegram Contact Dataset is one of the fastest strategies for reaching your target audience. We’ve organized a huge collection of verified Telegram contacts into multiple categories, so you can select the exact database that fits your business goals. With this, you can expand your reach, attract new customers, and run more personalized campaigns.
This dataset gives you the opportunity to target audiences by demographics, industries, or business sectors. Each contact is up-to-date, ensuring 95% accuracy and the highest quality standards. Whether you’re promoting products or services, this Telegram database provides a reliable way to grow your brand visibility across Romania. Best of all, you can buy it at a very affordable price and start seeing results quickly.
Buy Romania Telegram User Mobile Data
Buy Romania Telegram User Mobile Data today and unlock the potential to increase your sales, revenue, and customer base. With our accurate phone number leads, you’ll achieve massive ROI in a short amount of time. Businesses that use this data properly report significant improvements in outreach and overall profitability.
Don’t wait—order your dataset from B2C Databases now and experience positive growth in your business. This is the right investment for anyone who wants verified leads, quick connections, and long-term results.
"
The global number of KakaoTalk users in was forecast to decrease between 2024 and 2028 by in total 0.7 million users. This overall decrease does not happen continuously, notably not in 2026 and 2027. The KakaoTalk user base is estimated to amount to 48.7 million users in 2028. Notably, the number of KakaoTalk users of was continuously increasing over the past years.User figures, here concerning the platform kakaoTalk, 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).