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#FlattenTheCurve_2022-08-13_01-36-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3JSRRJ9
@do_kinder
@antonpeterson13
@healthnagaland
@nagalandbot
@wendyblazer65
@piratomat
@vegasselling
@musikutiv
@marcobuschmann
@stateiecbureau

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagalandagainstcovid

Description:
Description
The graph represents a network of 368 Twitter users whose tweets in the requested range contained "#FlattenTheCurve", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 13 August 2022 at 08:36 UTC.

The requested start date was Saturday, 13 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 8-hour, 55-minute period from Saturday, 30 July 2022 at 03:19 UTC to Friday, 12 August 2022 at 12:14 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 : 368
Unique Edges : 218
Edges With Duplicates : 957
Total Edges : 1175
Number of Edge Types : 5
Tweet : 167
Mentions : 469
Retweet : 234
MentionsInRetweet : 258
Replies to : 47
Self-Loops : 169
Reciprocated Vertex Pair Ratio : 0.0242214532871972
Reciprocated Edge Ratio : 0.0472972972972973
Connected Components : 109
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 613
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.803371
Graph Density : 0.00219168344982822
Modularity : 0.273033
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 368 Twitter users whose tweets in the requested range contained "#FlattenTheCurve", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 13 August 2022 at 08:36 UTC.

The requested start date was Saturday, 13 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 8-hour, 55-minute period from Saturday, 30 July 2022 at 03:19 UTC to Friday, 12 August 2022 at 12:14 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 : GraphServerTwitterSearch
Graph Term : #FlattenTheCurve
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:
[15] https://www.bloomberg.com/tosv2.html?vid=&uuid=3fd3ce2c-16af-11ed-92b3-78704952697a&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wOC0wNy9zZW5hdGUtcGFzc2VzLWRlbW9jcmF0cy1sYW5kbWFyay10YXgtY2xpbWF0ZS1hbmQtZHJ1Z3MtYmlsbA==
[2] https://www.swarmapp.com/c/80pparfOlFc
[1] https://www.swarmapp.com/c/4KCitTeVpdy
[1] https://www.swarmapp.com/c/0YdwrIlqRLf
[1] https://www.instagram.com/accounts/login/?next=/p/ChDGYreLh4v/
[1] https://www.swarmapp.com/c/hxZbWLOvEw7
[1] https://www.swarmapp.com/c/eFIKClBjmAC
[1] https://www.swarmapp.com/c/0ld2I6GgqAU
[1] https://www.instagram.com/accounts/login/?next=/p/Cg45Hqsr-mm/
[1] https://www.swarmapp.com/c/6BvwmgkoOkz

Top URLs in Tweet in G1:
[1] https://www.linkedin.com/pulse/scam-investigation-universities-krzysztof-potempa/

Top URLs in Tweet in G3:
[2] https://www.swarmapp.com/c/80pparfOlFc
[1] https://twitter.com/MAStrackZi/status/1553378618113507329
[1] https://twitter.com/Radio_Azureus/status/1553526605162680326
[1] https://twitter.com/NumbZombieMom/status/1553271334276190208?s=20
[1] https://twitter.com/Radio_Azureus/status/1553526367920295937
[1] https://twitter.com/HLN_BE/status/1553369203293315072
[1] https://twitter.com/trevorcoker2/status/1452254939128926220
[1] https://rumble.com/v1ebdan-dead-doctors-and-dna-targeted-weapons.html
[1] https://twitter.com/spectatorindex/status/1554281201401462784
[1] https://vimeo.com/414349909

Top URLs in Tweet in G5:
[1] https://twitter.com/chluetge/status/1554808193305411585

Top URLs in Tweet in G8:
[15] https://www.bloomberg.com/tosv2.html?vid=&uuid=3fd3ce2c-16af-11ed-92b3-78704952697a&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wOC0wNy9zZW5hdGUtcGFzc2VzLWRlbW9jcmF0cy1sYW5kbWFyay10YXgtY2xpbWF0ZS1hbmQtZHJ1Z3MtYmlsbA==

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[467] flattenthecurve
[222] covid19
[162] togetherwecan
[114] nagalandagainstcovid
[70] nagaland
[48] schnupfenvirus
[31] covid
[29] stayhome
[23] coronavirus
[16] socialdistance



Top Hashtags in Tweet in G1:
[1] flattenthecurve
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] rri
[1] researchculture
[1] journorequest

Top Hashtags in Tweet in G2:
[48] flattenthecurve
[48] schnupfenvirus
[1] querdeppen

Top Hashtags in Tweet in G3:
[87] flattenthecurve
[40] covid19
[21] stayhome
[21] coronavirus
[15] dataviz
[15] datascience
[15] socialdistance
[15] coviz
[14] staynotathome
[14] wirbleibennichtmehrzuhause

Top Hashtags in Tweet in G4:
[170] flattenthecurve
[162] togetherwecan
[146] covid19
[114] nagalandagainstcovid
[70] nagaland
[31] covid

Top Hashtags in Tweet in G5:
[6] flattenthecurve
[1] schwurbler
[1] ifsg
[1] esreicht

Top Hashtags in Tweet in G6:
[7] flattenthecurve
[1] monkeypox
[1] socialdistance
[1] orgy
[1] stopthespread
[1] maskup
[1] askingforafriend

Top Hashtags in Tweet in G7:
[2] flattenthecurve

Top Hashtags in Tweet in G8:
[15] peoplenotprofit
[5] fightfor1point5
[5] schoolstrike4climate
[5] fridaysforfuture
[5] flattenthecurve
[5] facetheclimateemergency
[5] firedrillfriday
[5] nofear
[5] unitebehindthescience
[5] globalclimatejustice

Top Hashtags in Tweet in G9:
[7] omikron
[7] infektionschutzgesetz
[7] flattenthecurve
[7] kontrollillusion

Top Hashtags in Tweet in G10:
[7] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[466] #flattenthecurve
[222] #covid19
[177] 2022
[156] #togetherwecan
[145] august
[114] #nagalandagainstcovid
[112] status
[89] healthnagaland
[76] recoveries
[75] #nagaland

Top Words in Tweet in G1:
[3] dgurdasani1
[3] dbetteracademia
[3] morimahmoudi
[3] reneebleau
[3] suzanne_garrett
[3] evidencebase_im
[3] braincures
[3] marikasboros
[2] do_kinder
[2] proftimâ

Top Words in Tweet in G2:
[49] gegen
[48] wochen
[48] #flattenthecurve
[48] jahr
[48] folge
[48] maßnahmen
[48] beschlossen
[48] #schnupfenvirus
[48] linke
[47] antonpeterson13

Top Words in Tweet in G3:
[86] #flattenthecurve
[40] #covid19
[21] #stayhome
[21] #coronavirus
[15] chart
[15] #dataviz
[15] #datascience
[15] #socialdistance
[15] #coviz
[14] stay

Top Words in Tweet in G4:
[177] 2022
[170] #flattenthecurve
[156] #togetherwecan
[146] #covid19
[145] august
[114] #nagalandagainstcovid
[111] status
[89] healthnagaland
[76] recoveries
[75] #nagaland

Top Words in Tweet in G5:
[6] #flattenthecurve
[6] bla
[4] jeder
[3] marcobuschmann
[3] erinnert
[3] impliziert
[3] ansteckt
[3] mio
[3] welle
[2] immer

Top Words in Tweet in G6:
[7] weeks
[7] #flattenthecurve
[2] zubymusic
[2] take

Top Words in Tweet in G7:
[2] jschmitzleipzig
[2] #flattenthecurve

Top Words in Tweet in G8:
[15] senate
[15] passes
[15] democrats
[15] landmark
[15] tax
[15] climate
[15] drugs
[15] bill
[15] #peoplenotprofit
[5] #fightfor1point5

Top Words in Tweet in G9:
[14] ba
[7] #omikron
[7] sichten
[7] neuen
[7] #infektionschutzgesetz
[7] #flattenthecurve
[7] #kontrollillusion
[6] musikutiv

Top Words in Tweet in G10:
[7] places
[7] declaring
[7] state
[7] emergency
[7] monkeypox
[7] gay
[7] bars
[7] lockdowns
[7] #flattenthecurve
[6] vegasselling

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[145] august,2022
[89] healthnagaland,#covid19
[86] #flattenthecurve,#togetherwecan
[72] fresh,positive
[70] bulletin,#nagaland
[70] #nagaland,status
[70] #togetherwecan,#flattenthecurve
[57] dipr_nagaland,airnews_kohima
[57] airnews_kohima,ddnewskohima
[57] ddnewskohima,pibkohima

Top Word Pairs in Tweet in G1:
[3] dgurdasani1,dbetteracademia
[3] dbetteracademia,morimahmoudi
[3] morimahmoudi,reneebleau
[3] reneebleau,suzanne_garrett
[3] suzanne_garrett,evidencebase_im
[3] evidencebase_im,braincures
[3] braincures,marikasboros
[2] do_kinder,dgurdasani1
[2] marikasboros,proftimâ

Top Word Pairs in Tweet in G2:
[48] wochen,#flattenthecurve
[48] #flattenthecurve,jahr
[48] jahr,folge
[48] folge,maßnahmen
[48] maßnahmen,beschlossen
[48] beschlossen,gegen
[48] gegen,#schnupfenvirus
[48] #schnupfenvirus,linke
[47] antonpeterson13,wochen

Top Word Pairs in Tweet in G3:
[15] #covid19,#flattenthecurve
[15] #coronavirus,#stayhome
[15] #stayhome,#dataviz
[15] #dataviz,#flattenthecurve
[15] #flattenthecurve,#datascience
[15] #datascience,#socialdistance
[15] #socialdistance,#coviz
[14] today's,global
[14] global,#covid19
[14] #covid19,extrapolation

Top Word Pairs in Tweet in G4:
[145] august,2022
[89] healthnagaland,#covid19
[86] #flattenthecurve,#togetherwecan
[72] fresh,positive
[70] bulletin,#nagaland
[70] #nagaland,status
[70] #togetherwecan,#flattenthecurve
[57] dipr_nagaland,airnews_kohima
[57] airnews_kohima,ddnewskohima
[57] ddnewskohima,pibkohima

Top Word Pairs in Tweet in G5:
[3] erinnert,#flattenthecurve
[3] #flattenthecurve,impliziert
[3] impliziert,jeder
[3] jeder,ansteckt
[3] ansteckt,mio
[3] mio,bla
[3] bla,bla
[3] bla,welle
[2] piratomat,erinnert

Top Word Pairs in Tweet in G6:
[7] weeks,#flattenthecurve

Top Word Pairs in Tweet in G8:
[15] senate,passes
[15] passes,democrats
[15] democrats,landmark
[15] landmark,tax
[15] tax,climate
[15] climate,drugs
[15] drugs,bill
[15] bill,#peoplenotprofit
[5] #peoplenotprofit,#fightfor1point5
[5] #fightfor1point5,#schoolstrike4climate

Top Word Pairs in Tweet in G9:
[7] #omikron,ba
[7] ba,ba
[7] ba,sichten
[7] sichten,neuen
[7] neuen,#infektionschutzgesetz
[7] #infektionschutzgesetz,#flattenthecurve
[7] #flattenthecurve,#kontrollillusion
[6] musikutiv,#omikron

Top Word Pairs in Tweet in G10:
[7] places,declaring
[7] declaring,state
[7] state,emergency
[7] emergency,monkeypox
[7] monkeypox,gay
[7] gay,bars
[7] bars,lockdowns
[7] lockdowns,#flattenthecurve
[6] vegasselling,places

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@antonpeterson13
@cmonagaland
@pangnyu
@stateiecbureau

Top Mentioned in G1:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1

Top Mentioned in G2:
@antonpeterson13

Top Mentioned in G3:

Top Mentioned in G4:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@stateiecbureau
@statedisaster

Top Mentioned in G5:
@marcobuschmann
@piratomat

Top Mentioned in G6:
@zubymusic

Top Mentioned in G7:
@jschmitzleipzig
@berater_1
@rumble542

Top Mentioned in G8:
@goodclimatee
@goodclimatewalk
@tweeting4earth
@good4climate
@transitionface

Top Mentioned in G9:
@musikutiv

Top Mentioned in G10:
@vegasselling

Top Tweeters
Top Tweeters in Entire Graph:
@business
@welt
@latimes
@politico
@polarvan
@ctvnews
@hephaistos_ai
@hiob888marcus
@fffbot1
@ladude2014

Top Tweeters in G1:
@prjournorequest
@mbalter
@braincures
@hrw
@schneiderleonid
@proftimnoakes
@seis_matters
@do_kinder
@reddit
@marikasboros

Top Tweeters in G2:
@connyro_bln
@wattwurm13
@bohmesibyll
@klickhouse
@artoodetoo_sa
@steppi55772807
@sina080264
@msmfun
@braasclaudia
@kmoro

Top Tweeters in G3:
@saoulidisg
@radio_azureus
@karenha63300724
@lostjohnny
@stvdbroek
@boris25309876
@ey75518304
@gina_alcera
@ab_lovin
@dirtyh44

Top Tweeters in G4:
@hephaistos_ai
@nagalandbot
@temsutulaimsong
@airnews_kohima
@outbreak_india
@pibkohima
@mygovnagaland
@garosangmma
@ddnewskohima
@dipr_nagaland

Top Tweeters in G5:
@tollertyp_wow
@piratomat
@marcobuschmann
@dutchgirl84
@frank5556519291
@lilli77123
@anjareist
@lexxy09659022

Top Tweeters in G6:
@latimes
@politico
@usnews
@zubymusic
@guythompson_esq
@wendyblazer65
@thehouseofpod
@amyphanwest

Top Tweeters in G7:
@mieterv
@berater_1
@rumble542
@freshcuber
@jschmitzleipzig
@stohr_klaus
@overmind2005

Top Tweeters in G8:
@fffbot1
@greennewdeal_eu
@transitionface
@good4climate
@tweeting4earth
@goodclimatewalk
@goodclimatee

Top Tweeters in G9:
@_s__l_
@pokeyarcticcirc
@aufdecker
@fuchs19dr
@musikutiv
@probablygroot
@danielpach6

Top Tweeters in G10:
@battlebornvt
@of_guner
@maxsull97134840
@rhodi1959
@boomer107p
@vegasselling
@kitty_merlyn