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Part 1: Document Description
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Citation |
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Title: |
Replication Data for: Right and left, partisanship predicts vulnerability to misinformation |
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Identification Number: |
doi:10.7910/DVN/6CZHH5 |
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Distributor: |
Harvard Dataverse |
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Date of Distribution: |
2020-10-07 |
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Version: |
2 |
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Bibliographic Citation: |
Dimitar Nikolov; Alessandro Flammini; Filippo Menczer, 2020, "Replication Data for: Right and left, partisanship predicts vulnerability to misinformation", https://doi.org/10.7910/DVN/6CZHH5, Harvard Dataverse, V2, UNF:6:Avb9rregQyEFA8q65GDGWA== [fileUNF] |
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Citation |
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Title: |
Replication Data for: Right and left, partisanship predicts vulnerability to misinformation |
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Identification Number: |
doi:10.7910/DVN/6CZHH5 |
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Authoring Entity: |
Dimitar Nikolov (Indiana University) |
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Alessandro Flammini (Indiana University) |
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Filippo Menczer (Indiana University) |
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Distributor: |
Harvard Dataverse |
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Access Authority: |
Nikolov, Dimitar |
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Depositor: |
Nikolov, Dimitar |
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Date of Deposit: |
2021-01-11 |
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Holdings Information: |
https://doi.org/10.7910/DVN/6CZHH5 |
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Study Scope |
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Keywords: |
Computer and Information Science, Social Sciences, Misinformation, Echo Chambers, Bias, Polarization |
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Abstract: |
<p>The dataset consists of two files:</p> <p>1. <em>anonymized_shares.json</em>: A collection of sharing actions, each corresponding to a tweet posted in June 2017 in which one or more URLs were shared. The format is as follows:</p> <p> <pre> { uid1: [ {"domains": ["domain1", "domain2"]}, {"domains": ["domain3"], "retweeted": retweeted_uid}, {"domains": ["domain4"], "quoted": quoted_uid}, ... ], uid2: [ ... ], ... } </pre> </p> <p> That is, for each sharing action we have: </p> <p> <ul> <li>the list of domains from which links were shared</li> <li>if the tweet was a retweet, the ID of the user who created the original tweet</li> <li>if the tweet was quoting another tweet, the ID of the user who is being quoted</li> </ul> </p> <p> All user IDs were anonymized and will not be traceable to Twitter user IDs. </p> <p> The tweets were collected from the <a href="https://osome.iu.edu/tools/">Social Media Observatory at Indiana University</a>. </p> <p> 2. <em>anonymized_friends.json</em>: For each user in the dataset, the list of their friends (followees) as given by the <a href="https://developer.twitter.com/en/docs/twitter-api/v1/accounts-and-users/follow-search-get-users/api-reference/get-friends-ids">friends/ids Twitter API endpoint</a>. </p> <p> The format is as follows: </p> <p> <pre> { uid1: [friend_uid1, friend_uid2, ...], uid2: [...], ... } </pre> </p> <p>3. <em>measures.tab</em>: TAB-separated file with partisanship and misinformation scores for each anonymized user. <p> All user IDs were anonymized and will not be traceable to Twitter user IDs. </p> |
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Methodology and Processing |
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Sources Statement |
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Data Sources: |
Observatory on Social Media, https://osome.iu.edu/tools/ |
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Twitter, https://developer.twitter.com/ |
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Data Access |
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Notes: |
<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a> |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Title: |
Dimitar Nikolov, Alessandro Flammini, Filippo Menczer; Right and left, partisanship predicts vulnerability to misinformation; 2021 |
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Identification Number: |
2010.01462 |
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Bibliographic Citation: |
Dimitar Nikolov, Alessandro Flammini, Filippo Menczer; Right and left, partisanship predicts vulnerability to misinformation; 2021 |
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File Description--f4972578 |
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File: measures.tab |
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Notes: |
UNF:6:Avb9rregQyEFA8q65GDGWA== |
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Misinformation and partisanship scores for each anonymized user ID. |
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List of Variables: |
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Variables |
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f4972578 Location: |
Summary Statistics: Mean 68755.48764612117; Valid 15056.0; Max. 137550.0; Min. 5.0; StDev 39736.63633798204 Variable Format: numeric Notes: UNF:6:d8vpOapQiK8cfYpn46o9tQ== |
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f4972578 Location: |
Summary Statistics: Mean 0.01853709809571381; Min. -0.9037; Valid 15056.0; Max. 0.97121; StDev 0.24763640267175; Variable Format: numeric Notes: UNF:6:tKjtDUtPYDD5fy2JF/QVuA== |
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f4972578 Location: |
Summary Statistics: Min. 0.0; Mean 0.1886755263467546; Valid 15056.0; Max. 1.0; StDev 0.169375625964505; Variable Format: numeric Notes: UNF:6:3kAFHQNqZT2evOQ3Ad7vwg== |
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Label: |
anonymized-friends.json |
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Text: |
Twitter friends |
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Notes: |
application/json |
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Label: |
anonymized-shares.json |
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Text: |
Sharing actions |
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Notes: |
application/json |