100+ datasets found
  1. Facebook users worldwide 2017-2027

    • statista.com
    • es.statista.com
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    Stacy Jo Dixon, Facebook users worldwide 2017-2027 [Dataset]. https://www.statista.com/topics/1164/social-networks/
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    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Stacy Jo Dixon
    Description

    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).

  2. U.S. Facebook data requests from government agencies 2013-2023

    • statista.com
    • es.statista.com
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    Stacy Jo Dixon, U.S. Facebook data requests from government agencies 2013-2023 [Dataset]. https://www.statista.com/topics/1164/social-networks/
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    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Stacy Jo Dixon
    Description

    Facebook received 73,390 user data requests from federal agencies and courts in the United States during the second half of 2023. The social network produced some user data in 88.84 percent of requests from U.S. federal authorities. The United States accounts for the largest share of Facebook user data requests worldwide.

  3. Facebook Datasets

    • brightdata.com
    .json, .csv, .xlsx
    Updated Jan 27, 2023
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    Bright Data (2023). Facebook Datasets [Dataset]. https://brightdata.com/products/datasets/facebook
    Explore at:
    .json, .csv, .xlsxAvailable download formats
    Dataset updated
    Jan 27, 2023
    Dataset authored and provided by
    Bright Datahttps://brightdata.com/
    License

    https://brightdata.com/licensehttps://brightdata.com/license

    Area covered
    Worldwide
    Description

    Access our extensive Facebook datasets that provide detailed information on public posts, pages, and user engagement. Gain insights into post performance, audience interactions, page details, and content trends with our ethically sourced data. Free samples are available for evaluation. Over 940M records available Price starts at $250/100K records Data formats are available in JSON, NDJSON, CSV, XLSX and Parquet. 100% ethical and compliant data collection Included datapoints:

    Post ID Post Content & URL Date Posted Hashtags Number of Comments Number of Shares Likes & Reaction Counts (by type) Video View Count Page Name & Category Page Followers & Likes Page Verification Status Page Website & Contact Info Is Sponsored Post Attachments (Images/Videos) External Link Data And much more

  4. e

    Statistical dataset on active Facebook users living outside of their country...

    • b2find.eudat.eu
    Updated Jul 11, 2024
    + more versions
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    (2024). Statistical dataset on active Facebook users living outside of their country of origin in the European Union - Dataset - B2FIND [Dataset]. https://b2find.eudat.eu/dataset/a35c3e77-2759-5c23-9e90-f8712b03ab56
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    Dataset updated
    Jul 11, 2024
    Area covered
    Europe, European Union
    Description

    This statistical dataset contains estimates on the number of active online Facebook users living outside of their country of origin within the European Union. The dataset includes information on Facebook users' age, gender, country of residence, and country of previous residence. The data is divided in the number of Monthly Active Users and Daily Active Users. The data was collected through standard CSV format via an advertising API platform by using an R Studio code, and the data collection was conducted twice a month from January to November 2021. The dataset was originally published in DiVA and moved to SND in 2024. Detta statistiska dataset innehåller uppskattningar av antalet aktiva Facebook-användare online som bor utanför sitt ursprungsland inom Europeiska unionen. Se engelsk beskrivning för mer information. Datasetet har ursprungligen publicerats i DiVA och flyttades över till SND 2024.

  5. s

    Facebook Deactivation Participants

    • socialmediaarchive.org
    pdf, xlsx
    Updated May 21, 2024
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    (2024). Facebook Deactivation Participants [Dataset]. https://socialmediaarchive.org/record/61?v=pdf
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    xlsx(16172), xlsx(33969), pdf(813810)Available download formats
    Dataset updated
    May 21, 2024
    Description

    This table includes platform data for Facebook participants in the Deactivation experiment. Each row of the dataset corresponds to data from a participant’s Facebook user account. Each column contains a value, or set of values, that aggregates log data for this specific participant over a certain period of time.

  6. Facebook users in the United States 2019-2028

    • statista.com
    Updated Jul 9, 2025
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    Statista (2025). Facebook users in the United States 2019-2028 [Dataset]. https://www.statista.com/forecasts/1136345/facebook-users-in-the-united-states
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    Dataset updated
    Jul 9, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    The number of Facebook users in the United States was forecast to continuously increase between 2024 and 2028 by in total **** million users (+**** percent). After the ninth consecutive increasing year, the Facebook user base is estimated to reach ***** million users and therefore a new peak in 2028. Notably, the number of Facebook users of 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 *** 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).

  7. a

    Facebook Names Dataset

    • academictorrents.com
    bittorrent
    Updated Nov 11, 2015
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    Ron Bowes (Skull Security) (2015). Facebook Names Dataset [Dataset]. https://academictorrents.com/details/e54c73099d291605e7579b90838c2cd86a8e9575
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    bittorrent(2991052604)Available download formats
    Dataset updated
    Nov 11, 2015
    Dataset authored and provided by
    Ron Bowes (Skull Security)
    License

    https://academictorrents.com/nolicensespecifiedhttps://academictorrents.com/nolicensespecified

    Description

    171 million names (100 million unique) This torrent contains: The URL of every searchable Facebook user s profile The name of every searchable Facebook user, both unique and by count (perfect for post-processing, datamining, etc) Processed lists, including first names with count, last names with count, potential usernames with count, etc The programs I used to generate everything So, there you have it: lots of awesome data from Facebook. Now, I just have to find one more problem with Facebook so I can write "Revenge of the Facebook Snatchers" and complete the trilogy. Any suggestions? >:-) Limitations So far, I have only indexed the searchable users, not their friends. Getting their friends will be significantly more data to process, and I don t have those capabilities right now. I d like to tackle that in the future, though, so if anybody has any bandwidth they d like to donate, all I need is an ssh account and Nmap installed. An additional limitation is that these are on

  8. Monthly Active users of Facebook

    • kaggle.com
    Updated Aug 28, 2021
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    Aditya Sharma (2021). Monthly Active users of Facebook [Dataset]. http://doi.org/10.34740/kaggle/dsv/2565605
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Aug 28, 2021
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Aditya Sharma
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    Context

    With roughly 2.89 billion monthly active users as of the second quarter of 2021, Facebook is the biggest social network worldwide. In the third quarter of 2012, the number of active Facebook users surpassed one billion, making it the first social network ever to do so. Active users are those who have logged into Facebook during the past 30 days. During the first quarter of 2021, the company stated that 3.51 billion people were using at least one of the company's core products (Facebook, WhatsApp, Instagram, or Messenger) each month.

    Content

    This data was collected by Facebook and was released in July 2021.

  9. c

    Facebook Dataset

    • cubig.ai
    Updated May 20, 2025
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    CUBIG (2025). Facebook Dataset [Dataset]. https://cubig.ai/store/products/269/facebook-dataset
    Explore at:
    Dataset updated
    May 20, 2025
    Dataset authored and provided by
    CUBIG
    License

    https://cubig.ai/store/terms-of-servicehttps://cubig.ai/store/terms-of-service

    Measurement technique
    Synthetic data generation using AI techniques for model training, Privacy-preserving data transformation via differential privacy
    Description

    1) Data Introduction • The Facebook Data is a social network analysis data that can be used to identify key user groups that can contribute to business growth and develop recommendation strategies, including Facebook users' activity patterns, interactions, likes, friendships, gender, and age.

    2) Data Utilization (1) Facebook Data has characteristics that: • This dataset consists of numerical and categorical variables such as user ID, gender, age, number of friends, number of likes (mobile/web), number of friend requests, number of likes received/sent, and frequency of activities, allowing you to analyze user-specific behavioral characteristics and interaction patterns from multiple angles. (2) Facebook Data can be used to: • Core User Group Targeting and Recommendation Strategies: Use key characteristics such as gender, age, frequency of activity, friends and likes to identify user groups that have a significant impact on business growth and to develop customized content and advertising recommendation strategies. • Analysis of Usage Behavior and Platform Trends: Mobile and Web-based Good By analyzing data such as distribution, age and gender activity patterns, and friend relationship formation, you can visually explore changes in user usage behavior and major trends within the platform.

  10. Cheltenham's Facebook Groups

    • kaggle.com
    zip
    Updated Apr 2, 2018
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    Mike Chirico (2018). Cheltenham's Facebook Groups [Dataset]. https://www.kaggle.com/datasets/mchirico/cheltenham-s-facebook-group
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    zip(0 bytes)Available download formats
    Dataset updated
    Apr 2, 2018
    Authors
    Mike Chirico
    License

    http://www.gnu.org/licenses/old-licenses/gpl-2.0.en.htmlhttp://www.gnu.org/licenses/old-licenses/gpl-2.0.en.html

    Description

    Facebook is becoming an essential tool for more than just family and friends. Discover how Cheltenham Township (USA), a diverse community just outside of Philadelphia, deals with major issues such as the Bill Cosby trial, everyday traffic issues, sewer I/I problems and lost cats and dogs. And yes, theft.

    Communities work when they're connected and exchanging information. What and who are the essential forces making a positive impact, and when and how do conversational threads get directed or misdirected?

    Use Any Facebook Public Group

    You can leverage the examples here for any public Facebook group. For an example of the source code used to collect this data, and a quick start docker image, take a look at the following project: facebook-group-scrape.

    Data Sources

    There are 4 csv files in the dataset, with data from the following 5 public Facebook groups:

    post.csv

    These are the main posts you will see on the page. It might help to take a quick look at the page. Commas in the msg field have been replaced with {COMMA}, and apostrophes have been replaced with {APOST}.

    • gid Group id (5 different Facebook groups)
    • pid Main Post id
    • id Id of the user posting
    • name User's name
    • timeStamp
    • shares
    • url
    • msg Text of the message posted.
    • likes Number of likes

    comment.csv

    These are comments to the main post. Note, Facebook postings have comments, and comments on comments.

    • gid Group id
    • pid Matches Main Post identifier in post.csv
    • cid Comment Id.
    • timeStamp
    • id Id of user commenting
    • name Name of user commenting
    • rid Id of user responding to first comment
    • msg Message

    like.csv

    These are likes and responses. The two keys in this file (pid,cid) will join to post and comment respectively.

    • gid Group id
    • pid Matches Main Post identifier in post.csv
    • cid Matches Comments id.
    • response Response such as LIKE, ANGRY etc.
    • id The id of user responding
    • name Name of the user responding

    member.csv

    These are all the members in the group. Some members never, or rarely, post or comment. You may find multiple entries in this table for the same person. The name of the individual never changes, but they change their profile picture. Each profile picture change is captured in this table. Facebook gives users a new id in this table when they change their profile picture.

    • gid Group id
    • id Id of the member
    • name Name of the member
    • url URL of the member
  11. f

    DataSets - Identification and characterization of Facebook user profiles...

    • figshare.com
    xlsx
    Updated May 9, 2018
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    Cristiane Nobre (2018). DataSets - Identification and characterization of Facebook user profiles considering interaction aspects [Dataset]. http://doi.org/10.6084/m9.figshare.6236921.v1
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    xlsxAvailable download formats
    Dataset updated
    May 9, 2018
    Dataset provided by
    figshare
    Authors
    Cristiane Nobre
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    Dataset used in Article "Identification and characterization of Facebook user profiles considering interaction aspects"

  12. Facebook users in Indonesia 2019-2028

    • statista.com
    Updated Mar 27, 2025
    + more versions
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    Statista Research Department (2025). Facebook users in Indonesia 2019-2028 [Dataset]. https://www.statista.com/topics/8306/social-media-in-indonesia/
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    Dataset updated
    Mar 27, 2025
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    Indonesia
    Description

    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.

  13. Social Media Datasets

    • brightdata.com
    .json, .csv, .xlsx
    Updated Sep 7, 2022
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    Bright Data (2022). Social Media Datasets [Dataset]. https://brightdata.com/products/datasets/social-media
    Explore at:
    .json, .csv, .xlsxAvailable download formats
    Dataset updated
    Sep 7, 2022
    Dataset authored and provided by
    Bright Datahttps://brightdata.com/
    License

    https://brightdata.com/licensehttps://brightdata.com/license

    Area covered
    Worldwide
    Description

    Gain valuable insights with our comprehensive Social Media Dataset, designed to help businesses, marketers, and analysts track trends, monitor engagement, and optimize strategies. This dataset provides structured and reliable social media data from multiple platforms.

    Dataset Features

    User Profiles: Access public social media profiles, including usernames, bios, follower counts, engagement metrics, and more. Ideal for audience analysis, influencer marketing, and competitive research. Posts & Content: Extract posts, captions, hashtags, media (images/videos), timestamps, and engagement metrics such as likes, shares, and comments. Useful for trend analysis, sentiment tracking, and content strategy optimization. Comments & Interactions: Analyze user interactions, including replies, mentions, and discussions. This data helps brands understand audience sentiment and engagement patterns. Hashtag & Trend Tracking: Monitor trending hashtags, topics, and viral content across platforms to stay ahead of industry trends and consumer interests.

    Customizable Subsets for Specific Needs Our Social Media Dataset is fully customizable, allowing you to filter data based on platform, region, keywords, engagement levels, or specific user profiles. Whether you need a broad dataset for market research or a focused subset for brand monitoring, we tailor the dataset to your needs.

    Popular Use Cases

    Brand Monitoring & Reputation Management: Track brand mentions, customer feedback, and sentiment analysis to manage online reputation effectively. Influencer Marketing & Audience Analysis: Identify key influencers, analyze engagement metrics, and optimize influencer partnerships. Competitive Intelligence: Monitor competitor activity, content performance, and audience engagement to refine marketing strategies. Market Research & Consumer Insights: Analyze social media trends, customer preferences, and emerging topics to inform business decisions. AI & Predictive Analytics: Leverage structured social media data for AI-driven trend forecasting, sentiment analysis, and automated content recommendations.

    Whether you're tracking brand sentiment, analyzing audience engagement, or monitoring industry trends, our Social Media Dataset provides the structured data you need. Get started today and customize your dataset to fit your business objectives.

  14. S

    Social Media Statistics for Facebook, Google, and Twitter

    • sapbwconsulting.com
    Updated Jul 26, 2018
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    SAP BW Consulting, Inc. (2018). Social Media Statistics for Facebook, Google, and Twitter [Dataset]. https://www.sapbwconsulting.com/social-media-statistics-facebook-google-twitter
    Explore at:
    Dataset updated
    Jul 26, 2018
    Dataset authored and provided by
    SAP BW Consulting, Inc.
    License

    https://www.sapbwconsulting.comhttps://www.sapbwconsulting.com

    Description

    A concise dataset summarizing platform-level social media statistics and benchmarks across Facebook, Google properties, and Twitter (X).

  15. c

    Social Media Usage Dataset(Applications)

    • cubig.ai
    Updated May 28, 2025
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    CUBIG (2025). Social Media Usage Dataset(Applications) [Dataset]. https://cubig.ai/store/products/321/social-media-usage-datasetapplications
    Explore at:
    Dataset updated
    May 28, 2025
    Dataset authored and provided by
    CUBIG
    License

    https://cubig.ai/store/terms-of-servicehttps://cubig.ai/store/terms-of-service

    Measurement technique
    Synthetic data generation using AI techniques for model training, Privacy-preserving data transformation via differential privacy
    Description

    1) Data Introduction • The Social Media Usage Dataset(Applications) features patterns and activity indicators that 1,000 users use seven major social media platforms, including Facebook, Instagram, and Twitter.

    2) Data Utilization (1) Social Media Usage Dataset(Applications) has characteristics that: • This dataset provides different social media activity data for each user, including daily usage time, number of posts, number of likes received, and number of new followers. (2) Social Media Usage Dataset(Applications) can be used to: • Analysis of User Participation by Platform: You can analyze participation and popular trends by platform by comparing usage time and activity for each social media. • Establish marketing strategy: Based on user activity data, it can be used for targeted marketing, content production, and user retention strategies.

  16. r

    Unleashed Facebook Page Key Statistics

    • researchdata.edu.au
    Updated Jun 29, 2016
    + more versions
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    Department of the Premier and Cabinet (2016). Unleashed Facebook Page Key Statistics [Dataset]. https://researchdata.edu.au/unleashed-facebook-page-key-statistics/2210808
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    Dataset updated
    Jun 29, 2016
    Dataset provided by
    data.sa.gov.au
    Authors
    Department of the Premier and Cabinet
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This dataset contains statistics (key metrics) related to the Unleashed Facebook page (https://www.facebook.com/UnleashedADL/).\r Unleashed is an open data competition, an initiative of the Office for Digital Government, Department of the Premier and Cabinet. This data is used to monitor the level of engagement activity with the audience, and make the communication effective in regards to the event.

  17. Facebook Group Insights Dataset

    • kaggle.com
    Updated Oct 17, 2023
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    Md Arif Hasan (2023). Facebook Group Insights Dataset [Dataset]. https://www.kaggle.com/datasets/arifhasan23/short-stories-community-facebook-group-insights/data
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Oct 17, 2023
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Md Arif Hasan
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    The "**Facebook Group Insights Dataset**" on Kaggle is a concise, data-rich resource for analysing the dynamics of a specific Facebook group.

    This dataset provides key information on admins, daily metrics, member demographics, geographic distribution, popular activity times, and top-performing posts from the past 28 days. It is an essential tool for researchers, social media analysts, and data enthusiasts looking to gain insights into online community behaviour and engagement strategies. Whether you're a social media manager or a data scientist, this dataset offers precise and valuable insights into the inner workings of Facebook groups.

  18. Countries with the most Facebook users 2024

    • statista.com
    • es.statista.com
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    Stacy Jo Dixon, Countries with the most Facebook users 2024 [Dataset]. https://www.statista.com/topics/1164/social-networks/
    Explore at:
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Stacy Jo Dixon
    Description

    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.
    
  19. d

    Facebook image data

    • search.dataone.org
    • dataverse.harvard.edu
    Updated Nov 14, 2023
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    Yang, Yunkang; Matthew hindman; Trevor Davis (2023). Facebook image data [Dataset]. http://doi.org/10.7910/DVN/RNITKF
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    Dataset updated
    Nov 14, 2023
    Dataset provided by
    Harvard Dataverse
    Authors
    Yang, Yunkang; Matthew hindman; Trevor Davis
    Description

    This dataset contains a random sample of 1000 Facebook image posts from a collection of Facebook public pages and groups in August, September, and October 2020.

  20. o

    Facebook Social Connectedness Index - Dataset - Data Catalog Armenia

    • data.opendata.am
    Updated May 31, 2023
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    (2023). Facebook Social Connectedness Index - Dataset - Data Catalog Armenia [Dataset]. https://data.opendata.am/dataset/facebook-social-connectedness-index
    Explore at:
    Dataset updated
    May 31, 2023
    License

    Attribution-ShareAlike 4.0 (CC BY-SA 4.0)https://creativecommons.org/licenses/by-sa/4.0/
    License information was derived automatically

    Description

    Facebook uses an anonymized snapshot of all active Facebook users and their friendship networks to measure the intensity of connectedness between locations. The Social Connectedness Index (SCI) is a measure of the social connectedness between different geographies. Specifically, it measures the relative probability that two individuals across two locations are friends with each other on Facebook. Region identifiers are taken from GADM v2.8 https://gadm.org/download_country_v2.html.

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Stacy Jo Dixon, Facebook users worldwide 2017-2027 [Dataset]. https://www.statista.com/topics/1164/social-networks/
Organization logo

Facebook users worldwide 2017-2027

Explore at:
Dataset provided by
Statistahttp://statista.com/
Authors
Stacy Jo Dixon
Description

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).

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