Infodemic, Twitter, 7/8/2021 3:29:43 AM, 258483


FAQ | Problem?

Infodemic_2021-07-07_20-21-33.xlsx
Infodemic_2021-07-07_20-21-33.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 08, 2021
Short Description:
Infodemic via NodeXL https://bit.ly/3i1GH7J
@who
@covidnewsbymib
@mohfw_india
@dearpandemic
@thejuliajoseph
@mikegisondi
@chris_creese
@angeliquedeberg
@jessicamalaty
@caulfieldtim

Top hashtags:
#infodemic
#unite2fightcorona
#staysafe
#we4vaccine
#indiafightscorona

Description:
Description
The graph represents a network of 1,149 Twitter users whose recent tweets contained "Infodemic", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 08 July 2021 at 03:26 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 7-minute period from Wednesday, 30 June 2021 at 00:48 UTC to Thursday, 08 July 2021 at 02:56 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 1149
Unique Edges : 1906
Edges With Duplicates : 360
Total Edges : 2266
Number of Edge Types : 5
Replies to : 73
Mentions : 409
Tweet : 268
Retweet : 644
MentionsInRetweet : 872
Self-Loops : 275
Reciprocated Vertex Pair Ratio : 0.0271017699115044
Reciprocated Edge Ratio : 0.0527732902530964
Connected Components : 228
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 426
Maximum Edges in a Connected Component : 1121
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.926969
Graph Density : 0.00140782925919524
Modularity : 0.780885
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,149 Twitter users whose recent tweets contained "Infodemic", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 08 July 2021 at 03:26 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 7-minute period from Wednesday, 30 June 2021 at 00:48 UTC to Thursday, 08 July 2021 at 02:56 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Infodemic
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] http://www.medialiteracyireland.ie/resources/lets-flatten-the-infodemic-curve
[16] https://medium.com/@DShorb/the-spreading-infodemic-f8e23671625
[16] https://twitter.com/eu_eeas/status/1411935373798699012
[15] https://www.nejm.org/doi/10.1056/NEJMp2103798?cookieSet=1
[13] https://soundcloud.com/oecdtopclasspodcast/episode-26-how-can-we-help-young-people-tackle-misinformation-during-covid
[13] https://www.who.int/es/news-room/spotlight/let-s-flatten-the-infodemic-curve
[11] https://www.stanfordinfodemic.org/
[11] https://www.who.int/news-room/spotlight/let-s-flatten-the-infodemic-curve
[11] https://www.codastory.com/newsletters/infodemic-july-2/
[10] https://www.gosen-dojo.com/blog/31497/

Top URLs in Tweet in G1:
[16] https://medium.com/@DShorb/the-spreading-infodemic-f8e23671625
[2] https://www.vox.com/recode/2021/6/26/22550981/carl-bergstrom-joe-bak-coleman-biologists-ecologists-social-media-risk-humanity-research-academics
[2] https://twitter.com/NZOFLC/status/1409995112730435587
[2] https://www.codastory.com/newsletters/infodemic-july-2/
[1] https://www.theguardian.com/commentisfree/2021/jun/30/from-blood-clots-to-craig-kelly-is-the-media-reporting-covid-responsibly
[1] https://www.linkedin.com/slink?code=gpbBttt
[1] https://m.theepochtimes.com/mkt_app/most-americans-want-no-government-action-on-delta-variant-of-ccp-virus-poll_3879787.html?v=ul
[1] https://subscribe.theepochtimes.com/p/?page=mobile
[1] https://www.classificationoffice.govt.nz/news/latest-news/misinformation-in-aotearoa/
[1] https://www.classificationoffice.govt.nz/assets/PDFs/Classification-Office-Edge-of-the-Infodemic-Report.pdf

Top URLs in Tweet in G3:
[11] https://www.who.int/news-room/spotlight/let-s-flatten-the-infodemic-curve
[8] https://us18.campaign-archive.com/?u=74c4caeab23ab5c61c17e22a7&id=9dca18cfba
[5] https://neurontosomething.wordpress.com/2021/06/11/tiffany-duque-from-cochrane-us-global-health-pandemics-infodemics-brains-of-course-amp-books-books-books/
[4] https://events.streamgo.live/building-best-in-class-chatbots-during-covid-19/register
[3] https://www.youtube.com/watch?v=rbjgamQ0fas&feature=youtu.be

[3] https://twitter.com/SCBriand/status/1403208654757715968
[3] https://twitter.com/ArturOlesch/status/1409460566507364353
[3] https://twitter.com/Terry364/status/1409781592931852292
[3] https://journals.sagepub.com/doi/full/10.1177/20539517211021115?utm_content=buffer943fc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://journals.sagepub.com/doi/10.1177/20539517211021115

Top URLs in Tweet in G5:
[8] https://twitter.com/firstdraftnews/status/1410646631905730560
[7] https://www.latinamerica.undp.org/content/rblac/en/home/blog/2021/clearing-the-air--combatting-information-pollution-to-strengthen.html
[5] https://www.who.int/publications/i/item/9789240019508
[4] https://twitter.com/firstdraftnews/status/1410181844495130625
[2] https://twitter.com/PNUDLAC/status/1410256349640941579
[2] https://twitter.com/ErickadeSa/status/1408099756618956806
[1] https://twitter.com/tyanalexa/status/1409857457963384840
[1] https://ec.europa.eu/commission/presscorner/detail/en/ip_21_2585
[1] https://twitter.com/Cleavon_MD/status/1410272387120222216
[1] https://twitter.com/ECDC_EU/status/1409845369933123595

Top URLs in Tweet in G6:
[10] https://www.stanfordinfodemic.org/
[9] https://www.trudeaufoundation.ca/updates/podcast/misinformation-and-myth-during-pandemic
[3] http://siba-ese.unisalento.it/index.php/paco/article/view/24023
[2] https://genomebc.ca/podcast/mitigating-an-infodemic
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=fe06de40-df9b-11eb-8133-23d3809d57b6&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0zMC9hbnRpLXZheHhlci1kaXNpbmZvcm1hdGlvbi1zcHJlYWRzLWluLWFzaWEtZW5kYW5nZXJpbmctbWlsbGlvbnM=
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=ef6cec30-df9b-11eb-a01e-8d6aff10c40a&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0zMC9hbnRpLXZheHhlci1kaXNpbmZvcm1hdGlvbi1zcHJlYWRzLWluLWFzaWEtZW5kYW5nZXJpbmctbWlsbGlvbnM=
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=f94ba020-df9b-11eb-ac40-1115bccca700&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0zMC9hbnRpLXZheHhlci1kaXNpbmZvcm1hdGlvbi1zcHJlYWRzLWluLWFzaWEtZW5kYW5nZXJpbmctbWlsbGlvbnM=
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=f0a237e0-df9b-11eb-867e-55b96adf65f7&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0zMC9hbnRpLXZheHhlci1kaXNpbmZvcm1hdGlvbi1zcHJlYWRzLWluLWFzaWEtZW5kYW5nZXJpbmctbWlsbGlvbnM=
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=f8aaf350-df9b-11eb-b00b-f7c864f793b6&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0zMC9hbnRpLXZheHhlci1kaXNpbmZvcm1hdGlvbi1zcHJlYWRzLWluLWFzaWEtZW5kYW5nZXJpbmctbWlsbGlvbnM=
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=f93b7380-df9b-11eb-a44d-f3a97172f936&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0zMC9hbnRpLXZheHhlci1kaXNpbmZvcm1hdGlvbi1zcHJlYWRzLWluLWFzaWEtZW5kYW5nZXJpbmctbWlsbGlvbnM=

Top URLs in Tweet in G7:
[1] https://twitter.com/COVIDNewsByMIB/status/1410266192699281409

Top URLs in Tweet in G9:
[4] https://www.facebook.com/IHWCouncil/videos/847549199486878

Top URLs in Tweet in G10:
[24] http://www.medialiteracyireland.ie/resources/lets-flatten-the-infodemic-curve

Top Domains
Top Domains in Tweet in Entire Graph:
[85] twitter.com
[34] govt.nz
[33] who.int
[26] youtube.com
[25] medialiteracyireland.ie
[24] factseeker.lk
[21] gosen-dojo.com
[19] codastory.com
[16] medium.com
[15] nejm.org

Top Domains in Tweet in G1:
[16] medium.com
[9] twitter.com
[7] geniouxfacts.com
[4] facebook.com
[3] govt.nz
[3] vox.com
[3] gosen-dojo.com
[2] theguardian.com
[2] linkedin.com
[2] theepochtimes.com

Top Domains in Tweet in G3:
[13] twitter.com
[11] who.int
[8] campaign-archive.com
[8] sagepub.com
[5] wordpress.com
[4] streamgo.live
[3] youtube.com
[2] org.uk
[2] doi.org
[2] devdiscourse.com

Top Domains in Tweet in G5:
[19] twitter.com
[7] undp.org
[5] who.int
[1] europa.eu

Top Domains in Tweet in G6:
[12] bloomberg.com
[10] stanfordinfodemic.org
[9] trudeaufoundation.ca
[3] unisalento.it
[2] genomebc.ca

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G9:
[4] facebook.com

Top Domains in Tweet in G10:
[24] medialiteracyireland.ie

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[232] infodemic
[163] unite2fightcorona
[152] staysafe
[149] we4vaccine
[139] indiafightscorona
[109] covid19
[61] misinformation
[50] fakenews
[41] disinformation
[24] coronavirus



Top Hashtags in Tweet in G1:
[24] infodemic
[16] politics
[16] gop
[16] moneyinpolitics
[13] pnpkakampimo
[11] covid19
[11] weserveandprotect
[8] teampnp
[6] pandemic
[5] misinformation

Top Hashtags in Tweet in G2:
[111] unite2fightcorona
[107] staysafe
[105] we4vaccine
[102] indiafightscorona
[11] coronavirus
[9] janandolan

Top Hashtags in Tweet in G3:
[44] infodemic
[28] covid19
[8] sociallistening
[8] radiodata
[7] socialmedia
[6] misinformation
[6] hiring
[6] vaccineswork
[5] bookclub
[5] globalhealth

Top Hashtags in Tweet in G5:
[31] infodemic
[7] lac
[2] infodemicmanagement
[2] some4epi
[2] infodemicmanager
[1] eu
[1] indiafightscorona
[1] unite2fightcorona
[1] staysafe
[1] we4vaccine

Top Hashtags in Tweet in G6:
[13] infodemic
[11] covid19
[6] misinformation
[6] socialmedia
[5] covid
[4] covidvaccine
[4] medtwitter
[4] ethics
[4] stanford
[2] codeoflife

Top Hashtags in Tweet in G7:
[10] infodemic
[1] indiafightscorona
[1] unite2fightcorona
[1] staysafe
[1] we4vaccine

Top Hashtags in Tweet in G9:
[9] indiafightscorona
[9] unite2fightcorona
[9] gratitudeweek
[4] csr_india
[4] vaccinehaizaroori
[4] sanchika_myvoice
[4] covid
[3] staysafe
[3] covid19
[2] we4vaccine

Top Words
Top Words in Tweet in Entire Graph:
[715] infodemic
[368] believe
[265] fight
[255] check
[252] #infodemic
[227] against
[204] coronavirus
[198] covid
[193] fear
[190] misinformation

Top Words in Tweet in G1:
[104] infodemic
[33] misinformation
[31] covid
[31] drive
[28] coronavirus
[28] 19
[26] awareness
[24] #infodemic
[23] conducted
[21] response

Top Words in Tweet in G2:
[254] believe
[128] infodemic
[127] rumours
[127] follow
[127] fight
[127] against
[127] advise
[127] cross
[127] check
[127] promote

Top Words in Tweet in G3:
[44] #infodemic
[44] infodemic
[28] check
[28] #covid19
[24] information
[18] covid
[18] 19
[16] turn
[14] global
[14] work

Top Words in Tweet in G4:
[86] twaweza_uganda
[43] bid
[43] fight
[43] spiralling
[43] infodemic
[43] joining
[43] minofhealthug
[43] talk
[43] myths
[43] misinformation

Top Words in Tweet in G5:
[31] #infodemic
[14] managers
[11] pnudlac
[9] check
[8] calling
[8] handy
[8] guide
[8] firstdraftnews
[8] basics
[8] prebunking

Top Words in Tweet in G6:
[31] media
[24] #infodemic
[24] spreading
[23] conference
[21] misinformation
[19] social
[17] stanford
[16] infodemic
[16] #covid
[15] covid

Top Words in Tweet in G7:
[11] narendramodi
[10] today
[10] pm
[10] onwards
[10] #infodemic
[10] mcu_bhopal
[10] mcurewa
[10] fbnewsroom
[10] pibfactcheck
[10] jansamparkmp

Top Words in Tweet in G8:
[62] daily
[31] 20210718
[31] blessing
[31] song
[31] hell
[31] dedicated
[31] curses
[31] loneliness
[31] continue
[31] produced

Top Words in Tweet in G9:
[21] infodemic
[16] believe
[10] ministrywcd
[10] information
[10] against
[9] #indiafightscorona
[9] check
[9] promote
[9] fear
[9] #unite2fightcorona

Top Words in Tweet in G10:
[24] check
[24] fantastic
[24] tips
[24] resources
[24] world
[24] health
[24] organization
[24] medialitireland
[24] help
[24] identify

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[207] fight,against
[182] against,infodemic
[180] promote,fear
[179] infodemic,advise
[179] cross,check
[178] believe,rumours
[178] follow,fight
[175] advise,believe
[175] believe,cross
[175] check,promote

Top Word Pairs in Tweet in G1:
[31] infodemic,drive
[27] covid,19
[21] awareness,response
[20] response,empowerment
[20] infodemic,misinformation
[17] coronavirus,awareness
[16] hey,here's
[16] here's,missed
[16] missed,read
[16] read,spreading

Top Word Pairs in Tweet in G2:
[127] believe,rumours
[127] follow,fight
[127] fight,against
[127] against,infodemic
[127] infodemic,advise
[127] cross,check
[127] promote,fear
[123] variant,alpha
[123] alpha,beta
[123] beta,gamma

Top Word Pairs in Tweet in G3:
[18] covid,19
[8] check,issue
[8] issue,16
[8] 16,#infodemic
[8] #infodemic,flash
[8] flash,details
[8] details,current
[8] current,collabs
[8] collabs,calls
[8] calls,action

Top Word Pairs in Tweet in G4:
[43] bid,fight
[43] fight,spiralling
[43] spiralling,infodemic
[43] infodemic,joining
[43] joining,twaweza_uganda
[43] twaweza_uganda,minofhealthug
[43] minofhealthug,talk
[43] talk,myths
[43] myths,misinformation
[43] misinformation,facts

Top Word Pairs in Tweet in G5:
[14] #infodemic,managers
[8] calling,#infodemic
[8] managers,check
[8] check,handy
[8] handy,guide
[8] guide,firstdraftnews
[8] firstdraftnews,basics
[8] basics,prebunking
[7] #infodemic,hindering
[7] hindering,effectiveness

Top Word Pairs in Tweet in G6:
[19] social,media
[13] covid,19
[12] anti,vaccine
[12] vaccine,disinformation
[12] disinformation,spreading
[12] spreading,asia
[12] asia,bpolitics
[12] bpolitics,philippines
[12] philippines,68
[12] 68,people

Top Word Pairs in Tweet in G7:
[10] today,pm
[10] pm,onwards
[10] onwards,#infodemic
[10] #infodemic,mcu_bhopal
[10] mcu_bhopal,mcurewa
[10] mcurewa,fbnewsroom
[10] fbnewsroom,pibfactcheck
[10] pibfactcheck,jansamparkmp
[10] jansamparkmp,anil5
[10] anil5,unicefindia

Top Word Pairs in Tweet in G8:
[31] 20210718,blessing
[31] blessing,song
[31] song,hell
[31] hell,dedicated
[31] dedicated,curses
[31] curses,loneliness
[31] loneliness,continue
[31] continue,produced
[31] produced,daily
[31] daily,pandemic

Top Word Pairs in Tweet in G9:
[9] promote,fear
[8] #indiafightscorona,believe
[8] believe,rumours
[8] rumours,coronavirus
[8] coronavirus,variant
[8] variant,alpha
[8] alpha,beta
[8] beta,gamma
[8] gamma,delta
[8] delta,follow

Top Word Pairs in Tweet in G10:
[24] check,fantastic
[24] fantastic,tips
[24] tips,resources
[24] resources,world
[24] world,health
[24] health,organization
[24] organization,medialitireland
[24] medialitireland,help
[24] help,identify
[24] identify,stop

Top Replied-To
Top Replied-To in Entire Graph:
@trishgreenhalgh
@csr_india
@undpogc
@disinfoeu
@sarah_birke
@rwmalonemd
@ajelnews24
@ywcautah
@eljoneljon
@rosenbusch_

Top Replied-To in G2:
@ani

Top Replied-To in G3:
@shotatlife
@dbelardomd

Top Replied-To in G5:
@undpogc
@candymoonsmiles
@grzesiowski_p
@angeliquedeberg
@pnudlac

Top Replied-To in G6:
@disinfoeu

Top Replied-To in G7:
@san89796802

Top Replied-To in G9:
@csr_india
@mohfw_india

Top Mentioned
Top Mentioned in Entire Graph:
@who
@twaweza_uganda
@minofhealthug
@medialitireland
@librariesire
@kildarelibrary
@meathlibrary
@laipublic
@diorajouri
@dmrajouri

Top Mentioned in G1:
@epistemonikos

Top Mentioned in G2:
@diorajouri
@dmrajouri
@drpwndutta
@covidnewsbymib
@covidindiaseva
@ani

Top Mentioned in G3:
@who
@scbriand
@stronger_org
@vaccine_trust
@who_europe
@manlius84
@pierluigisacco
@sagejournals
@comunelab
@covid19obs

Top Mentioned in G4:
@twaweza_uganda
@minofhealthug

Top Mentioned in G5:
@pnudlac
@firstdraftnews
@who
@alex_romero
@olisohr
@nhanafin1
@mandeep_dh
@erickadesa
@chris_creese
@mike_muncie

Top Mentioned in G6:
@bpolitics
@melissafleming
@caulfieldtim
@varditravitsky
@fdnpetf
@jessicamalaty
@suinfodemic
@somaobservatory
@stanfordemed
@genomebc

Top Mentioned in G7:
@narendramodi
@mcu_bhopal
@mcurewa
@fbnewsroom
@pibfactcheck
@jansamparkmp
@anil5
@unicefindia
@iimc_india
@infogujarat

Top Mentioned in G9:
@ministrywcd
@mohfw_india
@pibwcd
@ncwindia
@unwomenindia
@womensweb
@inbreakthrough
@shesaysindia
@shethepeople
@onefuture_india

Top Mentioned in G10:
@who
@medialitireland
@librariesire
@kildarelibrary
@meathlibrary
@laipublic

Top Tweeters
Top Tweeters in Entire Graph:
@cao58020
@derekjohnbryant
@john1966olsen
@prpnews
@humanitynews
@lizditz
@denniskoch10
@viralvideovlogs
@vinodshadija
@business

Top Tweeters in G1:
@prpnews
@dagkemp
@phil_free_
@usg_ringo
@1215absolute
@dshorb
@dhakatribune
@_zeets
@arxivml
@newskarnataka

Top Tweeters in G2:
@vinodshadija
@coronaupdatebot
@ani
@nemityadav1
@viralvm69
@god61284517
@angshchak1
@drpwndutta
@drpavanshukla
@bhilai

Top Tweeters in G3:
@dev_discourse
@syawal
@corona_ssyt
@britosjbv23
@nordicgeo
@randcorporation
@belduque
@who
@globalhealthbot
@gabedreaming

Top Tweeters in G4:
@buweekulaprody
@muwosilas96
@noble30879886
@faizafabz
@g_ntanzi
@thatkemi
@kyamageroandrew
@twaweza_nisisi
@niwaroll
@minofhealthug

Top Tweeters in G5:
@macharoesink
@ulrikamodeer
@pnudlac
@halikrafa
@dawid95001263
@mzasadowski
@angeliquedeberg
@kiraczarczynska
@mandeep_dh
@eugenkabambi

Top Tweeters in G6:
@denniskoch10
@bpolitics
@margymaclibrary
@picardonhealth
@wangelaofficial
@bugjudy
@akkaufman
@caulfieldtim
@renaissanceeast
@michaelburatovi

Top Tweeters in G7:
@bjp4india
@ravidwivedi1982
@ddnewsgujarati
@sambitswaraj
@jansamparkmp
@infogujarat
@drharshvardhan
@narendramodi
@pmoindia
@jpnadda

Top Tweeters in G8:
@bends_the
@silpexx
@yayaya80806649
@tom_dir_o
@nanaitori
@bakkuenkeeeen
@bepista
@deadendsky
@so_way_than
@mskdprsn

Top Tweeters in G9:
@shethepeople
@womensweb
@mohfw_india
@sumitprakash55
@inbreakthrough
@csr_india
@saurabh_omer
@ministrywcd
@unwomenindia
@drnavhya

Top Tweeters in G10:
@jmburns99
@carolinafan1982
@kildarelibrary
@caitrionalee
@laionline
@librariesire
@saoirseperi
@ibelle
@mayolibrary
@bookhubpublish


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.