75 datasets found
  1. Facebook users worldwide 2017-2027

    • statista.com
    • de.statista.com
    • +1more
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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. 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

  3. 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).

  4. e

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

    • b2find.eudat.eu
    Updated Jul 11, 2024
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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. Number of Facebook users in Indonesia 2019-2028

    • statista.com
    Updated Jul 11, 2025
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    Statista (2025). Number of Facebook users in Indonesia 2019-2028 [Dataset]. https://www.statista.com/statistics/304829/number-of-facebook-users-in-indonesia/
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    Dataset updated
    Jul 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Indonesia
    Description

    The number of Facebook users in Indonesia was forecast to continuously decrease between 2024 and 2028 by in total ** million users (-***** percent). According to this forecast, in 2028, the Facebook user base will have decreased for the fifth consecutive year to ****** 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 *** 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 further information concerning Thailand and Singapore.

  6. Facebook Users by Country Data (Cleaned)

    • kaggle.com
    Updated Apr 6, 2023
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    Muhammad Faisal Ali (2023). Facebook Users by Country Data (Cleaned) [Dataset]. https://www.kaggle.com/faisaljanjua0555/facebook-users-by-country-data-cleaned/discussion
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Apr 6, 2023
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Muhammad Faisal Ali
    Description

    The Facebook Users by Country Data (Cleaned) dataset is a collection of information on Facebook users from different countries. The dataset contains five columns of data, which are named as follows:

    • Names: This column contains the names of the countries for which the data is collected.
    • Users: This column provides the number of Facebook users in millions for each respective country.
    • Facebook_Users: This column shows the percentage of the total population of each country that uses Facebook.
    • Date_of_Data: This column indicates the date on which the data was collected and compiled.
    • Population: This column represents the total population of each country.

    How you can use this Dataset?

    The Facebook Users by Country Data (Cleaned) dataset can be used in several ways. Here are some potential use cases:

    • Market Research: Marketers can use this dataset to identify markets with the highest concentration of Facebook users. This information can be used to target Facebook ads to specific regions, optimize social media campaigns, and determine which markets to expand into.

    • Business Strategy: Businesses can use this dataset to identify potential markets for their products or services. By analyzing Facebook usage rates in different countries, businesses can identify countries with high engagement rates and target those markets.

    • Social Media Analysis: Researchers can use this dataset to analyze social media behavior in different countries. By comparing Facebook usage rates across different countries, researchers can identify cultural and social differences that affect social media behavior.

  7. Facebook users in India 2019-2028

    • statista.com
    Updated Jul 11, 2025
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    Statista (2025). Facebook users in India 2019-2028 [Dataset]. https://www.statista.com/forecasts/1136430/facebook-users-in-india
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    Dataset updated
    Jul 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    India
    Description

    The number of Facebook users in India 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).Find more key insights for the number of Facebook users in countries like Nepal and Pakistan.

  8. 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.

  9. 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/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
  10. Countries with the most Facebook users 2024

    • statista.com
    • de.statista.com
    • +1more
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    Stacy Jo Dixon, Countries with the most Facebook users 2024 [Dataset]. https://www.statista.com/topics/1164/social-networks/
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    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.
    
  11. e

    Studie über Facebook-Nutzer Study on Facebook users - Dataset - B2FIND

    • b2find.eudat.eu
    Updated Jul 28, 2025
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    (2025). Studie über Facebook-Nutzer Study on Facebook users - Dataset - B2FIND [Dataset]. https://b2find.eudat.eu/dataset/d6642af7-e32e-54ac-91d9-180c010fdd59
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    Dataset updated
    Jul 28, 2025
    Description

    Die Studie über Facebook-Nutzer wurde von infratest dimap im Auftrag der Konrad-Adenauer-Stiftung durchgeführt. Im Erhebungszeitraum 26. November bis 4. Dezember 2018 wurden 2.041 Facebook-Nutzer in Onlineinterviews (CAWI) zu folgenden Themen befragt: Internetnutzung, Facebook-Gruppen, Facebooknutzung, politische Inhalte auf Facebook, Reaktion auf Inhalte, Bildexperiment und Sonntagsfrage. Die Auswahl der Befragten erfolgte durch eine Quotenstichprobe aus einem Online-Access-Panel. Nutzung verschiedener Internetangebote (Tinder, Facebook, Twitter, snapchat, Instagram, YouTube, Online-Zeitungen, nichts davon); Nutzung offener oder geschlossener Facebook-Gruppen; Facebook-Inhalte zu politischen Themen, zu berufsbezogenen Themen, zu Hobbies, zur Unterhaltung bzw. zu anderen Themen; Art der Facebook-Nutzung (lese/ like/ teile Inhalte, schreibe Kommentare, verbreite eigene Inhalte); politische Facebook-Nutzung (lese/ like/ teile politische Inhalte, schreibe Kommentare zu politischen Themen, verbreite eigenen Inhalt zu politischen Themen); Reaktion auf Facebook- Inhalte bzw. Kommentare (fühle mich informiert, unterhalten, verärgert, provoziert); Zustimmung zu verschiedenen Aussagen zu Facebook (auf Facebook regen mich andere auf, zeige ich anderen ihre Grenzen, kann ich anonym meine Meinung sagen, finde ich viele verschiedene Meinungen, finde ich Meinungen, die sonst unterdrückt werden, traue ich mich Dinge zu sagen/ teilen, die ich sonst nicht sagen würde); Parteipräferenz (Sonntagsfrage); Kommentar (offen) zu einem provozierenden Bild (Split A: Flüchtlinge, Split B: Pegida). Demographie: Geschlecht; Alter (Geburtsjahr); Bildung; Erwerbstätigkeit; berufliche Stellung; Haushaltsnettoeinkommen (gruppiert); Bundesland. Zusätzlich verkodet wurde: lfd. Nummer; Gewichtungsfaktor. The study on Facebook users was conducted by infratest dimap on behalf of the Konrad Adenauer Foundation. During the survey period from November 26 to December 4, 2018, 2,041 Facebook users were surveyed in online interviews (CAWI) on the following topics: internet use, Facebook groups, Facebook use, political content on Facebook, reaction to content, image experiment and Sunday question. Respondents were selected by quota sampling from an online access panel. Use of various internet services (Tinder, Facebook, Twitter, snapchat, Instagram, YouTube, online newspapers, none of the above); use of open or closed Facebook groups; Facebook content on political topics, on job-related topics, on hobbies, on entertainment or on other topics; type of Facebook use (read/ like/ share content, write comments, disseminate own content); political Facebook use (read/ like/ share political content, write comments on political topics, disseminate own content on political topics); reaction to Facebook content or comments (do I feel informed, entertained, annoyed, provoked, etc.). comments (feel informed, entertained, annoyed, provoked); agreement with various statements on Facebook (on Facebook others upset me, I show others their limits, I can speak my mind anonymously, I find many different opinions, I find opinions that are otherwise suppressed, I dare to say/ share things I would not otherwise say); party preference (Sunday question); comment (open) on a provocative image (split A: refugees, split B: Pegida). Demography: sex; age (year of birth); education; employment; occupational status; net household income (grouped); federal state. Additionally coded: serial number; weighting factor.

  12. 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
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    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.

  13. a

    2016 USA Facebook Users (Washington, DC)

    • hub.arcgis.com
    Updated Jun 21, 2017
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    Blue Raster (2017). 2016 USA Facebook Users (Washington, DC) [Dataset]. https://hub.arcgis.com/items/3bcc1db9e863439bad64246000407b5b
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    Dataset updated
    Jun 21, 2017
    Dataset authored and provided by
    Blue Raster
    Area covered
    Description

    This layer shows the market potential that an adult has visited facebook.com in the last 30 days in the U.S. in 2016 in a multiscale map (by country, state, county, ZIP Code, tract, and block group). The pop-up is configured to include the following information for each geography level:Market Potential Index and count of adults expected to visit FacebookMarket Potential Index and count of adults expected to visit various social media websitesMarket Potential Index and count of adults expected to visit various news websitesEsri's 2016 Market Potential (MPI) data measures the likely demand for a product or service in an area. The database includes an expected number of consumers and a Market Potential Index (MPI) for each product or service. An MPI compares the demand for a specific product or service in an area with the national demand for that product or service. The MPI values at the US level are 100, representing average demand for the country. A value of more than 100 represents higher demand than the national average, and a value of less than 100 represents lower demand than the national average. For example, an index of 120 implies that demand in the area is 20 percent higher than the US average; an index of 80 implies that demand is 20 percent lower than the US average. See Market Potential database to view the methodology statement and complete variable list.Esri's Electronics & Internet Data Collection includes data that measures the likely demand for electronics and internet usage. The database includes an expected number of consumers and a Market Potential Index (MPI) for each product, activity, or service. See the United States Data Browser to view complete variable lists for each Esri demographics collection.Additional Esri Resources:U.S. 2016/2021 Esri Updated DemographicsEssential demographic vocabularyEsri's arcgis.com demographic map layers

  14. t

    Facebook Social Circles - Dataset - LDM

    • service.tib.eu
    Updated Dec 16, 2024
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    (2024). Facebook Social Circles - Dataset - LDM [Dataset]. https://service.tib.eu/ldmservice/dataset/facebook-social-circles
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    Dataset updated
    Dec 16, 2024
    Description

    The Facebook Social Circles dataset contains information about the social connections between users on Facebook.

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

    • statista.com
    • de.statista.com
    • +1more
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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.

  16. d

    Replication Data for: Twitter and Facebook are not representative of the...

    • search.dataone.org
    • dataverse.harvard.edu
    Updated Nov 22, 2023
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    Mellon, Jonathan; Prosser, Christopher (2023). Replication Data for: Twitter and Facebook are not representative of the General Population: Political Attitudes and Demographics of British Social Media users [Dataset]. http://doi.org/10.7910/DVN/AZHTBT
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    Dataset updated
    Nov 22, 2023
    Dataset provided by
    Harvard Dataverse
    Authors
    Mellon, Jonathan; Prosser, Christopher
    Description

    Full replication package for the paper.. Visit https://dataone.org/datasets/sha256%3Ab3d7aac1ffd3ecf0b3acdf85051e824b57004996214e962dea4f4b46ad275fa5 for complete metadata about this dataset.

  17. Z

    Datasample - Social Media Analytics and Metrics of Facebook Performance of...

    • data.niaid.nih.gov
    • zenodo.org
    Updated Apr 29, 2022
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    Ioannis C. Drivas (2022). Datasample - Social Media Analytics and Metrics of Facebook Performance of Libraries, Archives and Museums [Dataset]. https://data.niaid.nih.gov/resources?id=zenodo_6361774
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    Dataset updated
    Apr 29, 2022
    Dataset provided by
    Dimitrios Kouis
    Ioannis C. Drivas
    License

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

    Description

    The current dataset describes Facebook pages performance for 220 Libraries, Archives and Museums from all over the world. The performance is measured through 9 different social media metrics. That is, number of posts, link-posts, picture-posts, video-posts, total reactions, comments and shares, number of reactions, comments per post and reactions per post. The data harvesting process has been conducted through the use of FanPageKarma API. The gathered metrics and their values depict the performance for each Facebook page in a time-period of 30 days.

  18. a

    Turkey Southeast Earthquake 2023 Population Change by Facebook

    • crisisready-open-data-portal-directrelief.hub.arcgis.com
    Updated Feb 7, 2023
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    Direct Relief (2023). Turkey Southeast Earthquake 2023 Population Change by Facebook [Dataset]. https://crisisready-open-data-portal-directrelief.hub.arcgis.com/datasets/turkey-southeast-earthquake-2023-population-change-by-facebook
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    Dataset updated
    Feb 7, 2023
    Dataset authored and provided by
    Direct Relief
    Area covered
    Description

    This dataset is a product generated to track the change of migrant numbers from Ukraine since the war began in 2023-02-05.This data provides the percent change of population detected from Facebook users compared to a pre-war baseline for the same administrative unit. For more information about the Facebook data, please refer to the Population Maps page from Data for Good at Meta.How was the pre-event baseline calculated?The pre-war baseline was calculated as an average over a 90-day time window prior to the earthquake event (2023-02-05).Key metricsPercent change between current and baseline. Change in percentage between the trackable population by Facebook of the current date and the baseline period.Baseline FB users. Anonymized and aggregated Facebook users that are trackable (consent to be included in the dataset) of 90 days before the event.

  19. e

    Fake accounts on Facebook pages of the most popular politicians in Ukraine -...

    • b2find.eudat.eu
    Updated Dec 17, 2020
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    (2020). Fake accounts on Facebook pages of the most popular politicians in Ukraine - Dataset - B2FIND [Dataset]. https://b2find.eudat.eu/dataset/6d90d327-2430-5cfc-a4c1-9b5d57252ab9
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    Dataset updated
    Dec 17, 2020
    License

    Open Database License (ODbL) v1.0https://www.opendatacommons.org/licenses/odbl/1.0/
    License information was derived automatically

    Area covered
    Ukraine
    Description

    Aggregative qualitative data about the presence of bots (fake accounts) on pages of the most popular Ukrainian politicians and top-5 Ukrainian media during the parliamentary elections campaign in 2019.

  20. Multi-aspect Integrated Migration Indicators (MIMI) dataset

    • data.europa.eu
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    Updated Mar 15, 2022
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    Zenodo (2022). Multi-aspect Integrated Migration Indicators (MIMI) dataset [Dataset]. https://data.europa.eu/data/datasets/oai-zenodo-org-6360651?locale=fr
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    Dataset updated
    Mar 15, 2022
    Dataset authored and provided by
    Zenodohttp://zenodo.org/
    License

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

    Description

    The Multi-aspect Integrated Migration Indicators (MIMI) dataset is the result of the process of gathering, embedding and combining traditional migration datasets, mostly from sources like Eurostat and UNSD Demographic Statistics Database, and alternative types of data, which consists in multidisciplinary features and measures not typically employed in migration studies, such as the Facebook Social Connectedness Index (SCI). Its purpose is to exploit these novel types of data for: nowcasting migration flows and stocks, studying integration of multiple sources and knowledge, and investigating migration drivers. The MIMI dataset is designed to have a unique pair of countries for each row. Each record contains country-to-country information about: migrations flows and stock their share, their strength of Facebook connectedness and other features, such as corresponding populations, GDP, coordinates, NET migration, and many others. Methodology. After having collected bilateral flows records about international human mobility by citizenship, residence and country of birth (available for both sexes and, in some cases, for different age groups), they have been merged together in order to obtain a unique dataset in which each ordered couple (country-of-origin, country-of-destination) appears once. To avoid duplicate couples, flow records have been selected by following this priority: first migration by citizenship, then migration by residence and lastly by country of birth. The integration process started by choosing, collecting and meaningfully including many other indicators that could be helpful for the dataset final purpose mentioned above. International migration stocks (having a five-year range of measurement) for each couple of countries. Geographical features for each country: ISO3166 name and official name, ISO3166-1 alpha-2 and alpha-3 codes, continent code and name of belonging, latitude and longitude of the centroid, list of bordering countries, country area in square kilometres. Also, the following features have been included for each pair of countries: geodesic distance (in kilometres) computed between their respective centroids. Non-bidirectional migration measures for each country: total number of immigrants and emigrants for each year, NET migration and NET migration rate in a five-year range. Other multidisciplinary indicators (cultural, social, anthropological, demographical, historical features) related to each country: religion (single one or list), yearly GDP at PPP, spoken language (or list of languages), yearly population stocks (and population densities if available), number of Facebook users, percentage of Facebook users, cultural indicators (PDI, IDV, MAS, UAI, LTO). Also the following feature have been included for each pair of countries: Facebook Social Connectedness Index. Once traditional and non-traditional knowledge is gathered and integrated, we move to the pre-processing phase where we manage the data cleaning, preparation and transformation. Here our dataset was subjected to various computational standard processes and additionally reshaped in the final structure established by our design choices. The data quality assessment phase was one of the longest and most delicate, since many values were missing and this could have had a negative impact on the quality of the desired resulting knowledge. They have been integrated from additional sources such as The World Bank, World Population Review, Statista, DataHub, Wikipedia and in some cases extracted from Python libraries such as PyPopulation, CountryInfo and PyCountry. The final dataset has the structure of a huge matrix having countries couples as index (uniquely identified by coupling their ISO 3166-1 alpha-2 codes): it comprises 28725 entries and 485 columns.

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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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Facebook users worldwide 2017-2027

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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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