Data on first- and second-Order citations for sample of COVID-19 research (doi:10.7910/DVN/OEKB01)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
Entire Codebook

Document Description

Citation

Title:

Data on first- and second-Order citations for sample of COVID-19 research

Identification Number:

doi:10.7910/DVN/OEKB01

Distributor:

Harvard Dataverse

Date of Distribution:

2023-04-05

Version:

1

Bibliographic Citation:

Alperin, Juan Pablo, 2023, "Data on first- and second-Order citations for sample of COVID-19 research", https://doi.org/10.7910/DVN/OEKB01, Harvard Dataverse, V1, UNF:6:mpssdfxAuaImczZ7CVy4Eg== [fileUNF]

Study Description

Citation

Title:

Data on first- and second-Order citations for sample of COVID-19 research

Identification Number:

doi:10.7910/DVN/OEKB01

Authoring Entity:

Alperin, Juan Pablo (Simon Fraser University)

Grant Number:

435-2020-0401

Distributor:

Harvard Dataverse

Access Authority:

Alperin, Juan Pablo

Depositor:

Alperin, Juan Pablo

Date of Deposit:

2023-04-05

Holdings Information:

https://doi.org/10.7910/DVN/OEKB01

Study Scope

Keywords:

Computer and Information Science, Social Sciences, altmetrics, social media

Abstract:

First- and second-order citations of a sample of COVID-19 research. First-order citation data includes news media mentions of research from Altmetric.com, Twitter mentions of research collected using the Twint Python library, and Facebook mention data collected through Crowdtangle. Second-order citation data (mentions of the news stories on social media) were collected using Twint (for Twitter mentions) and Crowdtangle (for Facebook mentions)

Date of Collection:

2021-03-09-2021-04-09

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Publications

Citation

Bibliographic Citation:

Alperin, J.P., Fleerackers, A., Riedlinger, M. & Haustein, S. (2023). Second-order Citations in Altmetrics: A Case Study Analyzing the Audiences of COVID-19 Research in the News and on Social Media. *bioarxiv*. (DOI forthcoming)

File Description--f7049255

File: altmetric_news_mentions.tab

  • Number of cases: 1406

  • No. of variables per record: 20

  • Type of File: text/tab-separated-values

Notes:

UNF:6:ICXXZfURsLVysri9OGhgcw==

File Description--f7049254

File: authors_tweeters_2022_08_21.tab

  • Number of cases: 498672

  • No. of variables per record: 4

  • Type of File: text/tab-separated-values

Notes:

UNF:6:bsJpoiyBNuX3GvKTFIFdmA==

File Description--f7049256

File: covid_pubmed_ids-20210223.tab

  • Number of cases: 3934

  • No. of variables per record: 1

  • Type of File: text/tab-separated-values

Notes:

UNF:6:6Zwc6F+dTBLkcdlLD2gQeQ==

File Description--f7049258

File: crowdtangle_news_url_mentions.tab

  • Number of cases: 14275

  • No. of variables per record: 61

  • Type of File: text/tab-separated-values

Notes:

UNF:6:C8QTNWUBsgTDqqOr6S7ONQ==

File Description--f7049259

File: crowdtangle_research_url_mentions.tab

  • Number of cases: 10136

  • No. of variables per record: 57

  • Type of File: text/tab-separated-values

Notes:

UNF:6:OdRQ/gg9JZ4dDUVfdPAW1A==

File Description--f7049257

File: dois_in_4_outlets_with_urls.tab

  • Number of cases: 1406

  • No. of variables per record: 4

  • Type of File: text/tab-separated-values

Notes:

UNF:6:7Ef56w3bpQ9wJuHcLYQLRg==

File Description--f7049260

File: twint_research_url_mentions.tab

  • Number of cases: 51471

  • No. of variables per record: 39

  • Type of File: text/tab-separated-values

Notes:

UNF:6:o2RI/lCd60VeYVe9nfAYPQ==

Variable Description

List of Variables:

Variables

mention_date

f7049255 Location:

Variable Format: character

Notes: UNF:6:QltrOzLzvqevRr/u0/fQVg==

outlet

f7049255 Location:

Variable Format: character

Notes: UNF:6:a6WzaeoOv3phoExPRC/dUw==

mention_title

f7049255 Location:

Variable Format: character

Notes: UNF:6:xQ5dqKaJCx/2MJQtTJBBvA==

country

f7049255 Location:

Variable Format: character

Notes: UNF:6:7/8zJK/sr8Qlc6RL9FXD/w==

external_mention_id

f7049255 Location:

Summary Statistics: Max. NaN; Valid 0.0; StDev NaN; Min. NaN; Mean NaN

Variable Format: numeric

Notes: UNF:6:i8mRW9m3q+8q/8xwuXpwjA==

moreover_url

f7049255 Location:

Variable Format: character

Notes: UNF:6:z+UeZInruzRFHH+wPqnN1w==

article_title

f7049255 Location:

Variable Format: character

Notes: UNF:6:/cPdai7vqinc/optpOkUnQ==

journal

f7049255 Location:

Variable Format: character

Notes: UNF:6:Znr+nVb/ax/j3/5LAFob/g==

authors

f7049255 Location:

Summary Statistics: Mean NaN; StDev NaN; Min. NaN; Max. NaN; Valid 0.0;

Variable Format: numeric

Notes: UNF:6:i8mRW9m3q+8q/8xwuXpwjA==

departments

f7049255 Location:

Summary Statistics: Min. NaN; Mean NaN; Valid 0.0; Max. NaN; StDev NaN

Variable Format: numeric

Notes: UNF:6:i8mRW9m3q+8q/8xwuXpwjA==

output_type

f7049255 Location:

Variable Format: character

Notes: UNF:6:ZVZ9DSyHcCYlZ+cRUYbadA==

subjects

f7049255 Location:

Variable Format: character

Notes: UNF:6:Uvx7Z0klfybWLC4PoMJhsA==

affiliations_grid

f7049255 Location:

Variable Format: character

Notes: UNF:6:2v5rfZbG/H8+crRCYs1Lxg==

pub_date

f7049255 Location:

Variable Format: character

Notes: UNF:6:FFndJO+VRXg+oMe+mIDXbQ==

altmetric_score

f7049255 Location:

Summary Statistics: Mean 2446.868421052632; Max. 15584.0; StDev 2997.9502341036573; Valid 1406.0; Min. 17.0

Variable Format: numeric

Notes: UNF:6:HznGBea68UVKr38UY4d55g==

altmetric_url

f7049255 Location:

Variable Format: character

Notes: UNF:6:1EVliczwlfvC77MV3/IT4A==

doi

f7049255 Location:

Variable Format: character

Notes: UNF:6:jcJpX2EmcHOrubmdUpGylQ==

pubmed_id

f7049255 Location:

Summary Statistics: Min. 3.1944312E7; StDev 335173.4105850267; Valid 1406.0; Max. 3.344269E7; Mean 3.2756681317923184E7

Variable Format: numeric

Notes: UNF:6:IZM2QTqweq9eW428zTZZwA==

URL

f7049255 Location:

Variable Format: character

Notes: UNF:6:/I9zhF+ddCszziIRmRAPTA==

url_clean

f7049255 Location:

Variable Format: character

Notes: UNF:6:SeEX8Ms37Cs4BQGi69arKA==

author_id

f7049254 Location:

Variable Format: character

Notes: UNF:6:z1hgbRAxef6siPIVvH6nWQ==

tweeter_id

f7049254 Location:

Summary Statistics: Max. 1.50901680192078234E18; Mean 4.1817150146451482E17; Min. 633.0; StDev 5.3167507039800717E17; Valid 498672.0

Variable Format: numeric

Notes: UNF:6:87R8pZz287PeXGyKyaR7Hg==

criteria

f7049254 Location:

Variable Format: character

Notes: UNF:6:BooXkaRVABeX5mosifELBQ==

valid

f7049254 Location:

Summary Statistics: Valid 75979.0; Max. 1.0; Min. 0.0; StDev 0.2755802740542764; Mean 0.9172008054857742

Variable Format: numeric

Notes: UNF:6:ZeHRRfxJVBU+NARCgB7Fqg==

33615487

f7049256 Location:

Summary Statistics: Valid 3933.0; Min. 3.1769524E7; Mean 3.281237008721079E7; Max. 3.3608322E7; StDev 412937.89941747906

Variable Format: numeric

Notes: UNF:6:6Zwc6F+dTBLkcdlLD2gQeQ==

platformId

f7049258 Location:

Variable Format: character

Notes: UNF:6:EnAh8Larxbm3qdBfkJAdFg==

platformId_part1

f7049258 Location:

Summary Statistics: Max. 1.0224504543420576E16; Mean 7.13412098225105E14; StDev 1.1066346164007068E15; Valid 14275.0; Min. 2.201437605E9

Variable Format: numeric

Notes: UNF:6:4kzCqvOxZGLAUbqJd6Akqg==

platformId_part2

f7049258 Location:

Summary Statistics: Min. 1.0047005160455E14; Mean 2.9921671654451305E15; Max. 1.0224504543420576E16; StDev 2.8634563577109375E15; Valid 14275.0

Variable Format: numeric

Notes: UNF:6:tyW6QHI0sc/MfYDR/CyPDQ==

platform

f7049258 Location:

Variable Format: character

Notes: UNF:6:O6OID6dZ5aLf22kI7tRa5w==

date

f7049258 Location:

Variable Format: character

Notes: UNF:6:wMAL51ueWOfofaNkt8Nzug==

updated

f7049258 Location:

Variable Format: character

Notes: UNF:6:3Vx3U3o77+T840lOp8O/Hg==

type

f7049258 Location:

Variable Format: character

Notes: UNF:6:OdIRAdZSQ1TiDIE1C/Vu/Q==

title

f7049258 Location:

Variable Format: character

Notes: UNF:6:bxsmMv0pAZMcgi58IwQjWw==

caption

f7049258 Location:

Variable Format: character

Notes: UNF:6:xhsJy62NyRLIMrL6w5Vszg==

description

f7049258 Location:

Variable Format: character

Notes: UNF:6:b8SAN5dRwW6WSSYlQSKl+Q==

message

f7049258 Location:

Variable Format: character

Notes: UNF:6:NWsgvQ9uwDyyV4uBTYg4iw==

originalLink

f7049258 Location:

Variable Format: character

Notes: UNF:6:24isPWd8fyLKiY06ESwzLA==

expandedLinksOriginal

f7049258 Location:

Variable Format: character

Notes: UNF:6:/elkaCD7CQU8Y1e6R2gTUg==

expandedLinksExpanded

f7049258 Location:

Variable Format: character

Notes: UNF:6:QKcC9QSE43yTfXM0h49qRw==

link

f7049258 Location:

Variable Format: character

Notes: UNF:6:XTOU6TIUbLPy8j4faoZkRw==

postUrl

f7049258 Location:

Variable Format: character

Notes: UNF:6:w5YFejStn4jUa9fegG63kA==

subscriberCount

f7049258 Location:

Summary Statistics: StDev 2524856.479399937; Mean 294538.3231523462; Min. 0.0; Max. 8.2607063E7; Valid 14275.0

Variable Format: numeric

Notes: UNF:6:XqA9pkOPrHDVoVc02n6+rg==

score

f7049258 Location:

Summary Statistics: Mean -12.844827228627825; StDev 25.144816006427707; Valid 14275.0; Min. -476.0; Max. 71.6637168141593

Variable Format: numeric

Notes: UNF:6:1qkrc3zzAeI3O2QIPevzOg==

mediaType

f7049258 Location:

Variable Format: character

Notes: UNF:6:X8e+Q8VcZth1LN5RnBYdwA==

mediaUrl

f7049258 Location:

Variable Format: character

Notes: UNF:6:5lg52U5doG5hrBaNBG1GmQ==

mediaHeight

f7049258 Location:

Variable Format: character

Notes: UNF:6:1sx41ZGOTjMJxQtlpmtdKg==

mediaWidth

f7049258 Location:

Variable Format: character

Notes: UNF:6:5i5jLz/nZ/l9QXu4QRuWXw==

mediaFull

f7049258 Location:

Variable Format: character

Notes: UNF:6:Rf5THxWGUT2UnGTuWk+2og==

actualLikeCount

f7049258 Location:

Summary Statistics: StDev 1049.667613420643; Mean 72.11677758318129; Max. 55434.0; Valid 14275.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:cygMm7MCjJmQiLM1ETWCKw==

actualShareCount

f7049258 Location:

Summary Statistics: Min. 0.0; Mean 30.534220665499294; Valid 14275.0; Max. 17311.0; StDev 336.7679110241214;

Variable Format: numeric

Notes: UNF:6:dC6NL6Uo431Ia/ojK4MeHw==

actualCommentCount

f7049258 Location:

Summary Statistics: Valid 14275.0; StDev 200.80592803730175; Min. 0.0; Max. 9303.0; Mean 22.492609457093646

Variable Format: numeric

Notes: UNF:6:rgXiOa+UH/k1RuRf16fg+Q==

actualLoveCount

f7049258 Location:

Summary Statistics: Mean 6.624938704026994; StDev 210.4164395633423; Valid 14275.0; Min. 0.0; Max. 14423.0;

Variable Format: numeric

Notes: UNF:6:Sl1yClvdWIPM2zaIhkflYw==

actualWowCount

f7049258 Location:

Summary Statistics: Mean 6.254220665499097; StDev 84.38665059058476; Min. 0.0; Valid 14275.0; Max. 4332.0

Variable Format: numeric

Notes: UNF:6:5aZQoCeMhXE+vtlAvox4Lw==

actualHahaCount

f7049258 Location:

Summary Statistics: Max. 3617.0; Min. 0.0; Valid 14275.0; Mean 3.0977933450088595; StDev 49.03034655229807

Variable Format: numeric

Notes: UNF:6:s5vO5crW/+LID34NUyvcLQ==

actualSadCount

f7049258 Location:

Summary Statistics: Mean 15.167915936953012; Max. 15682.0; Valid 14275.0; Min. 0.0; StDev 238.2072336811814

Variable Format: numeric

Notes: UNF:6:+/SZYy+kdIksIPGSTOhVCQ==

actualAngryCount

f7049258 Location:

Summary Statistics: Valid 14275.0; Max. 17899.0; Min. 0.0; Mean 13.560560420314912; StDev 259.4461125198126

Variable Format: numeric

Notes: UNF:6:rlOoKNcTrZ5Q83K6Szhqng==

actualThankfulCount

f7049258 Location:

Summary Statistics: Mean 0.0; Valid 14275.0; StDev 0.0; Min. 0.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:ltoACmh7Xfq6lPcAOh907w==

actualCareCount

f7049258 Location:

Summary Statistics: Mean 0.6984938704028623; Min. 0.0; StDev 14.663170505049369; Valid 14275.0; Max. 1000.0;

Variable Format: numeric

Notes: UNF:6:CZgbFleeVQ7T0vgZyxYXoQ==

expectedLikeCount

f7049258 Location:

Summary Statistics: Min. 0.0; StDev 720.4617841252984; Valid 14275.0; Mean 65.38360770577992; Max. 55775.0

Variable Format: numeric

Notes: UNF:6:Lk0uyjoWjt7XGxCeXQ3ZSA==

expectedShareCount

f7049258 Location:

Summary Statistics: Valid 14275.0; Mean 14.900035026269752; Max. 6682.0; Min. 0.0; StDev 107.0593642079959

Variable Format: numeric

Notes: UNF:6:w3UMIAmQo0ybop9YpwdExw==

expectedCommentCount

f7049258 Location:

Summary Statistics: Max. 6170.0; Min. 0.0; Valid 14275.0; StDev 135.4646334891645; Mean 22.469772329246997

Variable Format: numeric

Notes: UNF:6:R1sSLahdcNa40qk+TYLsKg==

expectedLoveCount

f7049258 Location:

Summary Statistics: Valid 14275.0; StDev 135.53121912351; Min. 0.0; Max. 12547.0; Mean 8.82164623467606;

Variable Format: numeric

Notes: UNF:6:Z7JOp4P8S+IernVfIfMkvQ==

expectedWowCount

f7049258 Location:

Summary Statistics: Min. 0.0; Mean 3.728126094570947; StDev 13.69148511166957; Valid 14275.0; Max. 913.0;

Variable Format: numeric

Notes: UNF:6:fxbx+1V3cnhe4V0r6fS1MQ==

expectedHahaCount

f7049258 Location:

Summary Statistics: Min. 0.0; Valid 14275.0; Mean 6.704728546409774; Max. 2531.0; StDev 31.410945562154897

Variable Format: numeric

Notes: UNF:6:nie+0WhH5EbhwNnQ5Qm0Jw==

expectedSadCount

f7049258 Location:

Summary Statistics: Valid 14275.0; Max. 526.0; StDev 19.452150223941526; Mean 6.386199649737365; Min. 0.0

Variable Format: numeric

Notes: UNF:6:O6k82RpTsYTSTiX8+iAxaQ==

expectedAngryCount

f7049258 Location:

Summary Statistics: StDev 52.73729767745754; Max. 2673.0; Min. 0.0; Valid 14275.0; Mean 10.754395796847342

Variable Format: numeric

Notes: UNF:6:/gyXlkZ84pujGyEGDgX5BQ==

expectedThankfulCount

f7049258 Location:

Summary Statistics: StDev 0.0; Mean 0.0; Valid 14275.0; Min. 0.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:ltoACmh7Xfq6lPcAOh907w==

expectedCareCount

f7049258 Location:

Summary Statistics: StDev 9.88097463312156; Max. 754.0; Min. 0.0; Mean 2.1445183887916093; Valid 14275.0;

Variable Format: numeric

Notes: UNF:6:Y44yyEqPuLH67TAaFJAPiA==

accountId

f7049258 Location:

Summary Statistics: Max. 1.4978456E7; Valid 14275.0; Min. 50.0; Mean 8111391.081821339; StDev 4202622.7779202685

Variable Format: numeric

Notes: UNF:6:goa8/teRxMnVCv0/Xq2Mtg==

accountName

f7049258 Location:

Variable Format: character

Notes: UNF:6:y+AVGRT133Jvz16+del8aA==

accountHandle

f7049258 Location:

Variable Format: character

Notes: UNF:6:8UoRPzAUMmIDOa4HJmKjbA==

accountProfileImage

f7049258 Location:

Variable Format: character

Notes: UNF:6:Bms2MZ1m1OZgXBhPqCCIbg==

accountSubscriberCount

f7049258 Location:

Summary Statistics: Valid 14275.0; Min. 0.0; Mean 302943.16518387676; StDev 2612609.0352647603; Max. 8.9454753E7

Variable Format: numeric

Notes: UNF:6:d7FpO+R0YHbDloi8Iv8pUQ==

accountUrl

f7049258 Location:

Variable Format: character

Notes: UNF:6:9r8S41QK0IglvVPfaQaqXQ==

accountPlatform

f7049258 Location:

Variable Format: character

Notes: UNF:6:O6OID6dZ5aLf22kI7tRa5w==

accountPlatformId

f7049258 Location:

Summary Statistics: Max. 1.0150126020155002E16; Valid 14127.0; Min. 2.201437605E9; StDev 6.932865675541601E14; Mean 6.241866273192725E14

Variable Format: numeric

Notes: UNF:6:iMwZSHhsPPxDO5aD6RcU/A==

accountAccountType

f7049258 Location:

Variable Format: character

Notes: UNF:6:Fkqq8DYBkT4MD/DZwogytg==

accountPageAdminTopCountry

f7049258 Location:

Variable Format: character

Notes: UNF:6:V9uojJiSHKlMsM9o37WhHA==

accountVerified

f7049258 Location:

Variable Format: character

Notes: UNF:6:aIHMgOjCpfawiFw3akSrGg==

imageText

f7049258 Location:

Variable Format: character

Notes: UNF:6:Vxg+u2U/q/FEqZbSJrKueQ==

videoLengthMS

f7049258 Location:

Summary Statistics: Max. 3380801.0; StDev 881605.4421829601; Min. 5098.0; Valid 98.0; Mean 748586.836734694

Variable Format: numeric

Notes: UNF:6:Gw3T0rGlS7htVzqLIx1Mlw==

liveVideoStatus

f7049258 Location:

Variable Format: character

Notes: UNF:6:licClP7kzASx82La8UUFTA==

newId

f7049258 Location:

Summary Statistics: Max. NaN; Valid 0.0; Min. NaN; Mean NaN; StDev NaN

Variable Format: numeric

Notes: UNF:6:iMB36Znp4wM6idpV4tWYmg==

id

f7049258 Location:

Variable Format: character

Notes: UNF:6:7CjsBAzGiNPtqD+dgN0k3w==

id_part1

f7049258 Location:

Summary Statistics: Min. 50.0; Mean 8111391.081821339; Max. 1.4978456E7; StDev 4202622.7779202685; Valid 14275.0

Variable Format: numeric

Notes: UNF:6:goa8/teRxMnVCv0/Xq2Mtg==

id_part2

f7049258 Location:

Summary Statistics: Mean 2.9921671654451305E15; Min. 1.0047005160455E14; Valid 14275.0; StDev 2.8634563577109375E15; Max. 1.0224504543420576E16;

Variable Format: numeric

Notes: UNF:6:tyW6QHI0sc/MfYDR/CyPDQ==

platformId

f7049259 Location:

Variable Format: character

Notes: UNF:6:eY7bva+9PQlzC6BIe/6Mwg==

platform

f7049259 Location:

Variable Format: character

Notes: UNF:6:uqr5JMReXw1r0oHnhf9QVg==

date

f7049259 Location:

Variable Format: character

Notes: UNF:6:h9qCSDbK8csMh0eBYqhC3w==

updated

f7049259 Location:

Variable Format: character

Notes: UNF:6:JMPX9L7j2Zci7Z8iv5x6GA==

type

f7049259 Location:

Variable Format: character

Notes: UNF:6:Ae243+yPuyJcd8kXt0AlWg==

title

f7049259 Location:

Variable Format: character

Notes: UNF:6:Bue0mJSFg2sDxkQsh4kH9w==

caption

f7049259 Location:

Variable Format: character

Notes: UNF:6:NlR7G+o848xkyIHp0Wlytw==

description

f7049259 Location:

Variable Format: character

Notes: UNF:6:lBXpXQodyK0BoJTdpx8GiA==

message

f7049259 Location:

Variable Format: character

Notes: UNF:6:P52RHwdmDkRgNMnAdaNquA==

originalLink

f7049259 Location:

Variable Format: character

Notes: UNF:6:PXlr43JCPm2pHJ2FG1/Olg==

expandedLinksOriginal

f7049259 Location:

Variable Format: character

Notes: UNF:6:zXSwivbpxJpQDpuyA4+W1w==

expandedLinksExpanded

f7049259 Location:

Variable Format: character

Notes: UNF:6:5z3W6QEI4+jgsVN+/ZCQRw==

link

f7049259 Location:

Variable Format: character

Notes: UNF:6:g/9lZhkd1jKNkJdS/W0Mwg==

postUrl

f7049259 Location:

Variable Format: character

Notes: UNF:6:2nyFW/pjnIZBbnt1LYKRhA==

subscriberCount

f7049259 Location:

Summary Statistics: Valid 10136.0; Min. 0.0; StDev 224702.540871944; Mean 20052.305643251784; Max. 1.4974389E7;

Variable Format: numeric

Notes: UNF:6:p2NaD/ZZ++WH1bAEeSnxnw==

score

f7049259 Location:

Summary Statistics: Mean -10.893412432234717; Min. -352.0; Max. 83.0; Valid 10136.0; StDev 24.29164929836855

Variable Format: numeric

Notes: UNF:6:VUToy/nys4+9EGRRLQQZZg==

mediaType

f7049259 Location:

Variable Format: character

Notes: UNF:6:nj+LoWaXovfLU/E+vP4CRQ==

mediaUrl

f7049259 Location:

Variable Format: character

Notes: UNF:6:zicIFmFHYN9fRdLtdmWFfw==

mediaHeight

f7049259 Location:

Variable Format: character

Notes: UNF:6:73PlISphkWXEo+cXH+VT5w==

mediaWidth

f7049259 Location:

Variable Format: character

Notes: UNF:6:MWsne4AbwJwt1H/w8XJwaQ==

mediaFull

f7049259 Location:

Variable Format: character

Notes: UNF:6:WSsl5jzOyvfmMXPY0wgFgQ==

actualLikeCount

f7049259 Location:

Summary Statistics: Mean 25.05603788476712; StDev 228.37817807760118; Valid 10136.0; Min. 0.0; Max. 13693.0;

Variable Format: numeric

Notes: UNF:6:X3Ssu6OnfxFB2YfRb7Ye7Q==

actualShareCount

f7049259 Location:

Summary Statistics: Valid 10136.0; Mean 16.895816890291446; Min. 0.0; Max. 9340.0; StDev 152.63517030123424;

Variable Format: numeric

Notes: UNF:6:Ds9+Jhjou0pfz66CWngCFg==

actualCommentCount

f7049259 Location:

Summary Statistics: Max. 4164.0; Valid 10136.0; Min. 0.0; StDev 51.024589740576815; Mean 5.054163378058379

Variable Format: numeric

Notes: UNF:6:eiiglO/lkjbd2B5cmWIK5A==

actualLoveCount

f7049259 Location:

Summary Statistics: Max. 1536.0; Mean 1.3639502762430946; Valid 10136.0; StDev 19.15966303102255; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:PQPMXUW+tlKfzmbJr9NN0Q==

actualWowCount

f7049259 Location:

Summary Statistics: StDev 21.675263134213303; Valid 10136.0; Mean 1.6242107340173377; Min. 0.0; Max. 941.0

Variable Format: numeric

Notes: UNF:6:l8wUbIqGPZj6ZPy4MHhctw==

actualHahaCount

f7049259 Location:

Summary Statistics: Valid 10136.0; Min. 0.0; Mean 0.20530781373323517; StDev 2.972788186921597; Max. 182.0

Variable Format: numeric

Notes: UNF:6:RJqfO+DFBtolcgEPk51HOg==

actualSadCount

f7049259 Location:

Summary Statistics: Max. 567.0; Mean 0.7747632202052189; StDev 8.678690165730842; Valid 10136.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:qSqpovJp6jtmoAu1ZjtnBg==

actualAngryCount

f7049259 Location:

Summary Statistics: Max. 188.0; Valid 10136.0; Min. 0.0; StDev 5.1523455191372864; Mean 0.3904893449092352

Variable Format: numeric

Notes: UNF:6:2RWBtEA1qqFwNmJyiHdCuA==

actualThankfulCount

f7049259 Location:

Summary Statistics: StDev 0.0; Valid 10136.0; Max. 0.0; Min. 0.0; Mean 0.0

Variable Format: numeric

Notes: UNF:6:Y8XVZ4U6BoE21wxt2CuajQ==

actualCareCount

f7049259 Location:

Summary Statistics: Mean 0.17936069455406578; StDev 2.299308625142973; Max. 121.0; Valid 10136.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:FeUoXTzMuHee3VCItANWiw==

expectedLikeCount

f7049259 Location:

Summary Statistics: Valid 10136.0; Mean 31.383780584057032; Min. 0.0; Max. 16720.0; StDev 297.1023891011786

Variable Format: numeric

Notes: UNF:6:/Uu4lIhJ4CZCIB9vJAcO1A==

expectedShareCount

f7049259 Location:

Summary Statistics: StDev 122.37004311739643; Mean 12.80090765587998; Valid 10136.0; Max. 7640.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:i9EA5yRDsy+6qY68MLpr0w==

expectedCommentCount

f7049259 Location:

Summary Statistics: Max. 1206.0; Valid 10136.0; Min. 0.0; Mean 8.470599842146784; StDev 32.27398316017835;

Variable Format: numeric

Notes: UNF:6:uGjVyxdeAog4RUULC2e2/A==

expectedLoveCount

f7049259 Location:

Summary Statistics: Valid 10136.0; StDev 28.890809731134745; Mean 4.530584056827162; Max. 1508.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:LA2rNOosRpn/KoQFHaCakQ==

expectedWowCount

f7049259 Location:

Summary Statistics: StDev 14.573652809894789; Min. 0.0; Max. 978.0; Mean 2.7049131807419275; Valid 10136.0

Variable Format: numeric

Notes: UNF:6:a6lE0kWnIW3hFDXYgfveIw==

expectedHahaCount

f7049259 Location:

Summary Statistics: Mean 4.92531570639304; StDev 11.619440287676667; Min. 0.0; Max. 669.0; Valid 10136.0;

Variable Format: numeric

Notes: UNF:6:KAQpFXojrIB6lLnRIxELzg==

expectedSadCount

f7049259 Location:

Summary Statistics: Mean 4.414759273875222; Max. 186.0; StDev 8.692717080578769; Min. 0.0; Valid 10136.0;

Variable Format: numeric

Notes: UNF:6:ZNslMb5v1RM4kE4mcLWlBg==

expectedAngryCount

f7049259 Location:

Summary Statistics: Valid 10136.0; Max. 280.0; StDev 7.4392983585798484; Min. 0.0; Mean 4.1895224940805535;

Variable Format: numeric

Notes: UNF:6:/p1HgDF+sCFISuFnuxCiXA==

expectedThankfulCount

f7049259 Location:

Summary Statistics: Mean 0.0; Valid 10136.0; StDev 0.0; Min. 0.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:Y8XVZ4U6BoE21wxt2CuajQ==

expectedCareCount

f7049259 Location:

Summary Statistics: Max. 249.0; Valid 10136.0; StDev 3.9892563815194815; Min. 0.0; Mean 1.8371152328334632

Variable Format: numeric

Notes: UNF:6:ty+aPjn3GLTAWzSHANjs6Q==

accountId

f7049259 Location:

Summary Statistics: Max. 1.506819E7; StDev 3311099.453716558; Valid 10136.0; Min. 125.0; Mean 9828291.834550114

Variable Format: numeric

Notes: UNF:6:xpxmBSCal2E2ahtZzQLooA==

accountName

f7049259 Location:

Variable Format: character

Notes: UNF:6:h7Vjt7LvLau2pM8VOW7yBA==

accountHandle

f7049259 Location:

Variable Format: character

Notes: UNF:6:8aVjg8kFn1SuoEgaZd27NQ==

accountProfileImage

f7049259 Location:

Variable Format: character

Notes: UNF:6:Rn0t2lqDBAx+xjYt0Xr8HA==

accountSubscriberCount

f7049259 Location:

Summary Statistics: Min. 0.0; StDev 466705.30929501593; Mean 20214.834451460432; Max. 3.2732139E7; Valid 10136.0

Variable Format: numeric

Notes: UNF:6:kvQFa3iw07YLDb9n3cfJfA==

accountUrl

f7049259 Location:

Variable Format: character

Notes: UNF:6:ICxZkMzvX+E8XzzNxFHTkw==

accountPlatform

f7049259 Location:

Variable Format: character

Notes: UNF:6:uqr5JMReXw1r0oHnhf9QVg==

accountPlatformId

f7049259 Location:

Summary Statistics: Min. 2.201437605E9; Max. 1.0150139413790136E16; StDev 8.04943426911657E14; Mean 7.127005263373408E14; Valid 10126.0

Variable Format: numeric

Notes: UNF:6:Hbc8hW9qOio0pU6JK9eOvw==

accountAccountType

f7049259 Location:

Variable Format: character

Notes: UNF:6:B1/ShE3zcT6anmmAU8rbjQ==

accountPageAdminTopCountry

f7049259 Location:

Variable Format: character

Notes: UNF:6:b4N6SF8jmkY90lDoo2EJPw==

accountVerified

f7049259 Location:

Variable Format: character

Notes: UNF:6:JO+GqsAV0qZLopdxcYyeXQ==

imageText

f7049259 Location:

Variable Format: character

Notes: UNF:6:YyJ1Yu5/GfFoeMgpd4nwAg==

videoLengthMS

f7049259 Location:

Summary Statistics: Max. 5985664.0; StDev 1605083.343658403; Valid 357.0; Mean 1711460.462184872; Min. 5000.0

Variable Format: numeric

Notes: UNF:6:J2zWsqE/yX0uWS05E88dPg==

liveVideoStatus

f7049259 Location:

Variable Format: character

Notes: UNF:6:ah28XM1GOpsUbBB1l8zmUQ==

newId

f7049259 Location:

Summary Statistics: Min. NaN; Valid 0.0; Mean NaN; StDev NaN; Max. NaN

Variable Format: numeric

Notes: UNF:6:zFP++nrIvJNkB1JSi7ma2Q==

id

f7049259 Location:

Variable Format: character

Notes: UNF:6:GFgH2R3n8w4ovrdtizyrzw==

doi

f7049257 Location:

Variable Format: character

Notes: UNF:6:jcJpX2EmcHOrubmdUpGylQ==

resolved_url

f7049257 Location:

Variable Format: character

Notes: UNF:6:gOcBHcDtd321VdzZ0uonoA==

doi_url1

f7049257 Location:

Variable Format: character

Notes: UNF:6:vI86ST8Pcf5GxpBcOt1raw==

doi_url2

f7049257 Location:

Variable Format: character

Notes: UNF:6:Jxm3YBmKqfjI+aIYSEkFKA==

tweet_id

f7049260 Location:

Summary Statistics: StDev 3.3553936336411684E16; Mean 1.30424606345087795E18; Max. 1.35602224415001805E18; Min. 1.22000331638767616E18; Valid 51471.0;

Variable Format: numeric

Notes: UNF:6:x5/hhBzGDZpw0wY66gMZvQ==

conversation_id

f7049260 Location:

Summary Statistics: Max. 1.35602224415001805E18; Valid 51471.0; Mean 1.3033232487013015E18; Min. 2.69524115256406016E17; StDev 3.6883077798031984E16;

Variable Format: numeric

Notes: UNF:6:6mQxsO7ZIH6SZPy/0QMJSg==

created_at

f7049260 Location:

Summary Statistics: StDev 7.999880817403906E9; Max. 1.612135871E12; Valid 51471.0; Min. 1.579706431E12; Mean 1.5997914655872427E12

Variable Format: numeric

Notes: UNF:6:o4tMbehLfqJSVy8jXMlN7Q==

date

f7049260 Location:

Variable Format: character

Notes: UNF:6:sLzPUrGvSvHG9QWs78htUA==

timezone

f7049260 Location:

Summary Statistics: Min. -700.0; Valid 51471.0; StDev 0.0; Max. -700.0; Mean -700.0;

Variable Format: numeric

Notes: UNF:6:Wuyb1gIuRNmawrEynMqmfw==

place

f7049260 Location:

Variable Format: character

Notes: UNF:6:IqpcVR6/LNhlSmNcZIFDcQ==

tweet

f7049260 Location:

Variable Format: character

Notes: UNF:6:8xhFra9E7molV+aDNOBm9w==

language

f7049260 Location:

Variable Format: character

Notes: UNF:6:2XGwWHX9kdbUh9bhaTZctw==

hashtags

f7049260 Location:

Variable Format: character

Notes: UNF:6:71uj7efDuDCs1hJkOMQ4CQ==

cashtags

f7049260 Location:

Variable Format: character

Notes: UNF:6:svlfdGZmXzt2ZqVRL6UTRw==

user_id

f7049260 Location:

Summary Statistics: Valid 51471.0; Min. 22.0; Mean 3.6077767804412749E17; Max. 1.35312509164363366E18; StDev 5.2053865380853696E17

Variable Format: numeric

Notes: UNF:6:OszIUMQJewDbQWkXyPuxbA==

user_id_str

f7049260 Location:

Summary Statistics: Min. 22.0; Valid 51471.0; Max. 1.35312509164363366E18; StDev 5.2053865380853696E17; Mean 3.6077767804412749E17;

Variable Format: numeric

Notes: UNF:6:OszIUMQJewDbQWkXyPuxbA==

username

f7049260 Location:

Variable Format: character

Notes: UNF:6:XJMLfuysmNZ3VynWNR4gVw==

name

f7049260 Location:

Variable Format: character

Notes: UNF:6:QSDm83wMrkv3zc4/zPjKeA==

day

f7049260 Location:

Summary Statistics: Min. 1.0; Mean 4.07633424646893; Valid 51471.0; Max. 7.0; StDev 2.020821684048109

Variable Format: numeric

Notes: UNF:6:euKYr9hPumwUWTOfH6x1pw==

hour

f7049260 Location:

Summary Statistics: Valid 51471.0; StDev 6.280117681061796; Mean 9.597093508966172; Min. 0.0; Max. 23.0

Variable Format: numeric

Notes: UNF:6:NyYUJHUk69+Yt7JucLgmkA==

link

f7049260 Location:

Variable Format: character

Notes: UNF:6:ukDVcf8fafdeoanQ2sas3Q==

urls

f7049260 Location:

Variable Format: character

Notes: UNF:6:aQIFfFwQSzcDjHHoHj1g6w==

photos

f7049260 Location:

Variable Format: character

Notes: UNF:6:HDGLmjgqC5wFcHoipOvVoQ==

video

f7049260 Location:

Summary Statistics: Max. 1.0; StDev 0.26599916101218196; Min. 0.0; Valid 51471.0; Mean 0.07662567270889396

Variable Format: numeric

Notes: UNF:6:ws6uWJsmAsaG2QPzqEuvFg==

thumbnail

f7049260 Location:

Variable Format: character

Notes: UNF:6:TJHvHoT8xbv18wlhfx23ew==

retweet

f7049260 Location:

Variable Format: character

Notes: UNF:6:ogrg95eFfE8pbzvp5Fx0DA==

nlikes

f7049260 Location:

Summary Statistics: Min. 0.0; Valid 51471.0; Mean 10.116453925511454; StDev 128.53515484184413; Max. 10665.0

Variable Format: numeric

Notes: UNF:6:4F6rwIx613tcYM4KBjbwOA==

nreplies

f7049260 Location:

Summary Statistics: StDev 6.927896577546548; Valid 51471.0; Mean 0.792193662450701; Min. 0.0; Max. 711.0

Variable Format: numeric

Notes: UNF:6:2/PjRwwJ49/opVbaOoVPVw==

nretweets

f7049260 Location:

Summary Statistics: Mean 4.463367721629559; Valid 51471.0; StDev 59.810021214264026; Max. 4129.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:Ty37UP7xLF6eVQh0kHgngA==

quote_url

f7049260 Location:

Variable Format: character

Notes: UNF:6:4PXfF464KI86Sn9fT0SF9Q==

search

f7049260 Location:

Variable Format: character

Notes: UNF:6:jo3/j5J4QFqOaP/ABZUJaw==

near

f7049260 Location:

Summary Statistics: Valid 0.0; Max. NaN; Min. NaN; Mean NaN; StDev NaN

Variable Format: numeric

Notes: UNF:6:1TQ5ws9VuozClxc0GptWCQ==

geo

f7049260 Location:

Summary Statistics: Max. NaN; StDev NaN; Valid 0.0; Min. NaN; Mean NaN;

Variable Format: numeric

Notes: UNF:6:1TQ5ws9VuozClxc0GptWCQ==

source

f7049260 Location:

Summary Statistics: StDev NaN; Max. NaN; Mean NaN; Valid 0.0; Min. NaN

Variable Format: numeric

Notes: UNF:6:1TQ5ws9VuozClxc0GptWCQ==

user_rt_id

f7049260 Location:

Summary Statistics: Mean NaN; StDev NaN; Max. NaN; Min. NaN; Valid 0.0

Variable Format: numeric

Notes: UNF:6:1TQ5ws9VuozClxc0GptWCQ==

user_rt

f7049260 Location:

Summary Statistics: Min. NaN; Mean NaN; StDev NaN; Valid 0.0; Max. NaN;

Variable Format: numeric

Notes: UNF:6:1TQ5ws9VuozClxc0GptWCQ==

retweet_id

f7049260 Location:

Summary Statistics: Mean NaN; Min. NaN; Valid 0.0; StDev NaN; Max. NaN

Variable Format: numeric

Notes: UNF:6:1TQ5ws9VuozClxc0GptWCQ==

reply_to

f7049260 Location:

Variable Format: character

Notes: UNF:6:6mDnQPr6RRa8dJm7beS6/w==

retweet_date

f7049260 Location:

Summary Statistics: Max. NaN; StDev NaN; Valid 0.0; Min. NaN; Mean NaN;

Variable Format: numeric

Notes: UNF:6:1TQ5ws9VuozClxc0GptWCQ==

translate

f7049260 Location:

Summary Statistics: Valid 0.0; StDev NaN; Mean NaN; Max. NaN; Min. NaN;

Variable Format: numeric

Notes: UNF:6:1TQ5ws9VuozClxc0GptWCQ==

trans_src

f7049260 Location:

Summary Statistics: Min. NaN; StDev NaN; Valid 0.0; Mean NaN; Max. NaN;

Variable Format: numeric

Notes: UNF:6:1TQ5ws9VuozClxc0GptWCQ==

trans_dest

f7049260 Location:

Summary Statistics: Min. NaN; Max. NaN; Mean NaN; StDev NaN; Valid 0.0

Variable Format: numeric

Notes: UNF:6:1TQ5ws9VuozClxc0GptWCQ==

url_clean

f7049260 Location:

Variable Format: character

Notes: UNF:6:rsm2giIGpX/mU0sILl1Nxw==

Other Study-Related Materials

Label:

twint_news_url_mentions.csv

Text:

Mentions of news story URLs on Twitter through Twint (second-order citations)

Notes:

text/csv