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#FlattenTheCurve_2022-08-12_01-25-57.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 12, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3AfO3Pa
@do_kinder
@antonpeterson13
@healthnagaland
@nagalandbot
@wendyblazer65
@musikutiv
@piratomat
@vegasselling
@stateiecbureau
@marcobuschmann

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagalandagainstcovid

Description:
Description
The graph represents a network of 366 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 Friday, 12 August 2022 at 08:26 UTC.

The requested start date was Friday, 12 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, 1-hour, 16-minute period from Friday, 29 July 2022 at 10:10 UTC to Thursday, 11 August 2022 at 11:27 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 : 366
Unique Edges : 218
Edges With Duplicates : 930
Total Edges : 1148
Number of Edge Types : 5
Retweet : 232
MentionsInRetweet : 256
Tweet : 158
Replies to : 50
Mentions : 452
Self-Loops : 160
Reciprocated Vertex Pair Ratio : 0.0244755244755245
Reciprocated Edge Ratio : 0.0477815699658703
Connected Components : 110
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 602
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.800931
Graph Density : 0.00219327793996557
Modularity : 0.276293
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 366 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 Friday, 12 August 2022 at 08:26 UTC.

The requested start date was Friday, 12 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, 1-hour, 16-minute period from Friday, 29 July 2022 at 10:10 UTC to Thursday, 11 August 2022 at 11:27 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://twitter.com/FranzBranntwe10/status/1554910337060818944
[1] https://twitter.com/AndreasEckert1/status/1554973031423942661
[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/

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 G7:
[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:
[454] flattenthecurve
[215] covid19
[161] togetherwecan
[116] nagalandagainstcovid
[74] nagaland
[48] schnupfenvirus
[31] covid
[28] stayhome
[22] coronavirus
[16] monkeypox



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:
[85] flattenthecurve
[39] covid19
[20] stayhome
[20] coronavirus
[14] dataviz
[14] datascience
[14] socialdistance
[14] coviz
[14] staynotathome
[14] wirbleibennichtmehrzuhause

Top Hashtags in Tweet in G4:
[168] flattenthecurve
[161] togetherwecan
[146] covid19
[116] nagalandagainstcovid
[74] 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:
[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 G8:
[7] omikron
[7] infektionschutzgesetz
[7] flattenthecurve
[7] kontrollillusion

Top Hashtags in Tweet in G9:
[7] flattenthecurve

Top Hashtags in Tweet in G10:
[6] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[453] #flattenthecurve
[215] #covid19
[177] 2022
[155] #togetherwecan
[127] august
[116] #nagalandagainstcovid
[115] status
[91] healthnagaland
[80] #nagaland
[74] recoveries

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:
[84] #flattenthecurve
[39] #covid19
[20] #stayhome
[20] #coronavirus
[14] stay
[14] chart
[14] #dataviz
[14] #datascience
[14] #socialdistance
[14] #coviz

Top Words in Tweet in G4:
[177] 2022
[168] #flattenthecurve
[155] #togetherwecan
[146] #covid19
[127] august
[116] #nagalandagainstcovid
[114] status
[91] healthnagaland
[80] #nagaland
[74] recoveries

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:
[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 G8:
[14] ba
[7] #omikron
[7] sichten
[7] neuen
[7] #infektionschutzgesetz
[7] #flattenthecurve
[7] #kontrollillusion
[6] musikutiv

Top Words in Tweet in G9:
[7] places
[7] declaring
[7] state
[7] emergency
[7] monkeypox
[7] gay
[7] bars
[7] lockdowns
[7] #flattenthecurve
[6] vegasselling

Top Words in Tweet in G10:
[6] #flattenthecurve
[6] größte
[6] idiotentest
[6] welt
[6] geworden
[6] macht
[6] täglich
[6] fassungslos
[5] kathi790214

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[127] august,2022
[91] healthnagaland,#covid19
[81] #flattenthecurve,#togetherwecan
[74] bulletin,#nagaland
[74] #nagaland,status
[74] #togetherwecan,#flattenthecurve
[69] fresh,positive
[55] dipr_nagaland,airnews_kohima
[55] airnews_kohima,ddnewskohima
[55] 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
[14] #coronavirus,#stayhome
[14] #stayhome,#dataviz
[14] #dataviz,#flattenthecurve
[14] #flattenthecurve,#datascience
[14] #datascience,#socialdistance
[14] #socialdistance,#coviz
[14] #flattenthecurve,#staynotathome
[14] #staynotathome,#wirbleibennichtmehrzuhause
[13] today's,global

Top Word Pairs in Tweet in G4:
[127] august,2022
[91] healthnagaland,#covid19
[81] #flattenthecurve,#togetherwecan
[74] bulletin,#nagaland
[74] #nagaland,status
[74] #togetherwecan,#flattenthecurve
[69] fresh,positive
[55] dipr_nagaland,airnews_kohima
[55] airnews_kohima,ddnewskohima
[55] 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 G7:
[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 G8:
[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 G9:
[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 Word Pairs in Tweet in G10:
[6] #flattenthecurve,größte
[6] größte,idiotentest
[6] idiotentest,welt
[6] welt,geworden
[6] geworden,macht
[6] macht,täglich
[6] täglich,fassungslos
[5] kathi790214,#flattenthecurve

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:
@goodclimatee
@goodclimatewalk
@tweeting4earth
@good4climate
@transitionface

Top Mentioned in G8:
@musikutiv

Top Mentioned in G9:
@vegasselling

Top Mentioned in G10:
@kathi790214

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

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
@ey75518304
@gina_alcera
@ab_lovin
@dirtyh44
@jakobrohrhirsch

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:
@fffbot1
@greennewdeal_eu
@transitionface
@good4climate
@tweeting4earth
@goodclimatewalk
@goodclimatee

Top Tweeters in G8:
@_s__l_
@pokeyarcticcirc
@aufdecker
@fuchs19dr
@musikutiv
@probablygroot
@danielpach6

Top Tweeters in G9:
@battlebornvt
@of_guner
@maxsull97134840
@rhodi1959
@boomer107p
@vegasselling
@kitty_merlyn

Top Tweeters in G10:
@in_rol_0815
@witzigwalter
@christi34626895
@edda314
@kathi790214
@freuden54812545