#FlattenTheCurve, Twitter, 6/22/2022 8:46:05 AM, 278537


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#FlattenTheCurve_2022-06-22_01-09-22.xlsx
#FlattenTheCurve_2022-06-22_01-09-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 22, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3xCRtcc
@frankfurtzack
@chefofmembers
@inga_roeger
@spasskultur
@scathiebaby
@karlerbach
@stohr_klaus
@hansmaulwurf_ag
@_s__l_
@freiheit20001

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagalandagainstcovid

Description:
Description
The graph represents a network of 432 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 Wednesday, 22 June 2022 at 08:09 UTC.

The requested start date was Wednesday, 22 June 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, 57-minute period from Wednesday, 08 June 2022 at 03:09 UTC to Tuesday, 21 June 2022 at 12:07 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 : 432
Unique Edges : 262
Edges With Duplicates : 1078
Total Edges : 1340
Number of Edge Types : 5
Retweet : 353
MentionsInRetweet : 450
Mentions : 336
Tweet : 145
Replies to : 56
Self-Loops : 149
Reciprocated Vertex Pair Ratio : 0.00883002207505519
Reciprocated Edge Ratio : 0.0175054704595186
Connected Components : 93
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 221
Maximum Edges in a Connected Component : 553
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.083179
Graph Density : 0.00245445561570852
Modularity : 0.325779
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 432 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 Wednesday, 22 June 2022 at 08:09 UTC.

The requested start date was Wednesday, 22 June 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, 57-minute period from Wednesday, 08 June 2022 at 03:09 UTC to Tuesday, 21 June 2022 at 12:07 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:
[3] https://www.coviz.org/e2b/2022-06-14/
[3] https://www.asaslv.org/
[2] https://www.coviz.org/e2b/2022-06-20/
[2] https://twitter.com/unfoundation/status/1250771276467224577
[2] https://scitechdaily.com/researchers-track-covid-19-infection-dynamics-in-the-saliva-and-nasal-cavities/
[1] https://www.swarmapp.com/c/8qyC3RbB0oZ
[1] https://www.swarmapp.com/c/0FiKbeVSnkR
[1] https://www.swarmapp.com/c/byaAQcP8ad7
[1] https://www.swarmapp.com/c/4HrvStK05NH
[1] https://www.swarmapp.com/c/90rNbND8B9G

Top URLs in Tweet in G1:
[1] https://twitter.com/aufmerken/status/1537711293997756416
[1] https://twitter.com/MichaelBroecker/status/1534454838498627585
[1] https://twitter.com/MrsMertes/status/1535194516189241345

Top URLs in Tweet in G2:
[1] https://twitter.com/MarCosXm133/status/1534862823154765826
[1] https://twitter.com/faznet/status/1534980418554019842
[1] https://twitter.com/bardswan/status/1535728948184641536
[1] https://twitter.com/DigiEconomist/status/1535926975151362051
[1] https://trulyjuly.wordpress.com/2022/06/13/coronaviruspandemic-2nd-covid-19-booster-dose-available-to-50/
[1] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[1] https://www.instagram.com/accounts/login/?next=/p/Ce0GhQmJmgi/
[1] https://www.instagram.com/accounts/login/?next=/p/CekasJWJyzz/
[1] https://www.instagram.com/accounts/login/?next=/p/Ce1R9PKO6NS/
[1] https://twitter.com/erdocAA/status/1537407222015307779

Top URLs in Tweet in G4:
[2] https://twitter.com/unfoundation/status/1250771276467224577
[1] https://www.youtube.com/watch?v=rN21iO4tIPk&feature=youtu.be


Top URLs in Tweet in G9:
[1] https://journals.sagepub.com/doi/10.1177/09636625211038719

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[418] flattenthecurve
[219] covid19
[162] togetherwecan
[130] nagalandagainstcovid
[97] nagaland
[33] coronavirus
[29] stayhome
[28] covid
[25] dataviz
[15] stayathome



Top Hashtags in Tweet in G1:
[5] flattenthecurve

Top Hashtags in Tweet in G2:
[87] flattenthecurve
[42] covid19
[14] stayathome
[14] staynotathome
[14] wirbleibennichtmehrzuhause
[6] covid
[5] coronavirus
[5] stayhomestaysafe
[5] stayhome
[5] mypandemicsurvivalplan

Top Hashtags in Tweet in G3:
[5] flattenthecurve

Top Hashtags in Tweet in G4:
[12] flattenthecurve
[1] flattenthehumanrights

Top Hashtags in Tweet in G5:
[16] flattenthecurve
[1] maskenpflicht
[1] obisoregel

Top Hashtags in Tweet in G6:
[162] flattenthecurve
[162] togetherwecan
[140] covid19
[130] nagalandagainstcovid
[97] nagaland
[22] covid

Top Hashtags in Tweet in G7:
[9] flattenthecurve
[1] bmgf
[1] maskenpflicht
[1] panik

Top Hashtags in Tweet in G8:
[1] flattenthecurve
[1] politics101

Top Hashtags in Tweet in G9:
[8] dataviz
[8] flattenthecurve
[1] scicomm

Top Hashtags in Tweet in G10:
[3] flattenthecurve
[1] propaganda

Top Words
Top Words in Tweet in Entire Graph:
[419] #flattenthecurve
[219] #covid19
[209] die
[163] 2022
[162] june
[162] #togetherwecan
[160] frankfurtzack
[146] status
[139] wohl
[130] #nagalandagainstcovid

Top Words in Tweet in G1:
[149] die
[144] frankfurtzack
[127] wohl
[91] letzte
[91] ultimative
[91] schwurblertheorie
[91] leider
[91] wahr
[91] verstetigen
[91] maßnahmen

Top Words in Tweet in G2:
[87] #flattenthecurve
[42] #covid19
[18] zwerenberg
[14] #stayathome
[14] use
[14] stay
[14] #staynotathome
[14] #wirbleibennichtmehrzuhause
[13] cases
[13] declined

Top Words in Tweet in G3:
[10] niemand
[8] springende
[8] punkt
[8] guter
[8] propaganda
[8] möchten
[8] slogan
[8] erstellen
[8] gegen
[7] chefofmembers

Top Words in Tweet in G4:
[12] #flattenthecurve
[10] tim_roehn
[10] jschmitzleipzig
[9] eckerleisabella
[8] haake_daniel
[8] chanasitjonas
[7] die
[6] help
[6] support
[6] efforts

Top Words in Tweet in G5:
[32] gegen
[17] jahren
[16] innerhalb
[16] #flattenthecurve
[16] pandemie
[16] dauerhafter
[16] maskenpflicht
[16] schnupfen
[15] spasskultur
[15] movi

Top Words in Tweet in G6:
[162] june
[162] 2022
[162] #flattenthecurve
[162] #togetherwecan
[146] status
[140] #covid19
[130] #nagalandagainstcovid
[101] healthnagaland
[97] bulletin
[97] #nagaland

Top Words in Tweet in G7:
[10] die
[9] derspiegel
[9] #flattenthecurve
[8] tage
[7] punktpreradovic
[7] brittiholli57
[7] 14
[7] rum
[6] jane_banane__
[3] frankfurtzack

Top Words in Tweet in G9:
[8] seeing
[8] covid19
[8] #dataviz
[8] impact
[8] behavior
[8] #flattenthecurve
[8] answer
[8] basically
[8] chart
[8] awareness

Top Words in Tweet in G10:
[3] #flattenthecurve
[2] tagesschau
[2] jahren
[2] viele

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[162] june,2022
[101] healthnagaland,#covid19
[100] die,letzte
[100] letzte,ultimative
[100] ultimative,schwurblertheorie
[100] schwurblertheorie,wohl
[100] wohl,leider
[100] leider,wahr
[100] wahr,verstetigen
[100] verstetigen,maßnahmen

Top Word Pairs in Tweet in G1:
[91] die,letzte
[91] letzte,ultimative
[91] ultimative,schwurblertheorie
[91] schwurblertheorie,wohl
[91] wohl,leider
[91] leider,wahr
[91] wahr,verstetigen
[91] verstetigen,maßnahmen
[90] frankfurtzack,die
[90] maßnahmen,fü

Top Word Pairs in Tweet in G2:
[37] #covid19,#flattenthecurve
[14] #flattenthecurve,#stayathome
[14] #flattenthecurve,#staynotathome
[14] #staynotathome,#wirbleibennichtmehrzuhause
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use
[13] use,caution
[13] caution,#covid19

Top Word Pairs in Tweet in G3:
[8] springende,punkt
[8] punkt,guter
[8] guter,propaganda
[8] propaganda,möchten
[8] möchten,slogan
[8] slogan,erstellen
[8] erstellen,gegen
[8] gegen,niemand
[7] chefofmembers,springende
[3] siehe,#flattenthecurve

Top Word Pairs in Tweet in G4:
[10] tim_roehn,jschmitzleipzig
[6] jschmitzleipzig,help
[6] help,support
[6] support,efforts
[6] efforts,#flattenthecurve
[6] #flattenthecurve,habe
[5] eckerleisabella,haake_daniel
[5] haake_daniel,tim_roehn
[4] chanasitjonas,eckerleisabella
[3] haake_daniel,eckerleisabella

Top Word Pairs in Tweet in G5:
[16] innerhalb,jahren
[16] jahren,#flattenthecurve
[16] #flattenthecurve,gegen
[16] gegen,pandemie
[16] pandemie,dauerhafter
[16] dauerhafter,maskenpflicht
[16] maskenpflicht,gegen
[16] gegen,schnupfen
[15] spasskultur,innerhalb
[15] schnupfen,movi

Top Word Pairs in Tweet in G6:
[162] june,2022
[101] healthnagaland,#covid19
[97] bulletin,#nagaland
[97] #nagaland,status
[97] #togetherwecan,#flattenthecurve
[75] #covid19,bulletin
[75] 2022,#togetherwecan
[75] #flattenthecurve,#nagalandagainstcovid
[65] #flattenthecurve,#togetherwecan
[57] fresh,positive

Top Word Pairs in Tweet in G7:
[7] punktpreradovic,brittiholli57
[7] brittiholli57,derspiegel
[7] derspiegel,die
[7] die,14
[7] 14,tage
[7] tage,rum
[7] rum,#flattenthecurve
[6] jane_banane__,punktpreradovic
[2] frankfurtzack,die
[2] die,letzte

Top Word Pairs in Tweet in G9:
[8] seeing,covid19
[8] covid19,#dataviz
[8] #dataviz,impact
[8] impact,behavior
[8] behavior,#flattenthecurve
[8] #flattenthecurve,answer
[8] answer,basically
[8] basically,chart
[8] chart,awareness
[7] frazierarchive,seeing

Top Replied-To
Top Replied-To in Entire Graph:
@haake_daniel
@derspiegel
@tagesschau
@punktpreradovic
@jowimuenchen
@anordinarygirl
@shomburg
@provoziert
@stohr_klaus
@mariaklschmeink

Top Replied-To in G1:
@michaelbroecker
@carolasch__

Top Replied-To in G3:
@jowimuenchen
@stohr_klaus
@snoopsmaus
@mariaklschmeink

Top Replied-To in G4:
@haake_daniel
@philipp__k
@vanceburbage
@tim_roehn
@eckerleisabella
@chanasitjonas

Top Replied-To in G7:
@derspiegel
@punktpreradovic

Top Replied-To in G10:
@tagesschau
@kerrybalder
@ricardolange4

Top Mentioned
Top Mentioned in Entire Graph:
@frankfurtzack
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@bmg_bund
@cmonagaland

Top Mentioned in G1:
@frankfurtzack
@bmg_bund
@thepioneerde
@michaelbroecker
@stefanhuster
@cturzer

Top Mentioned in G2:
@peter_gaitho

Top Mentioned in G3:
@chefofmembers
@frankfurtzack
@bmg_bund
@tomdabassman
@stohr_klaus
@ooochristinooo
@republica
@spreeblick
@suffar
@netzpolitik

Top Mentioned in G4:
@jschmitzleipzig
@tim_roehn
@eckerleisabella
@chanasitjonas
@who
@haake_daniel
@snowden
@frankfurtzack

Top Mentioned in G5:
@spasskultur
@frankfurtzack
@bmg_bund

Top Mentioned in G6:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G7:
@brittiholli57
@derspiegel
@jane_banane__
@punktpreradovic
@frankfurtzack
@michaelbroecker
@thepioneerde

Top Mentioned in G8:
@cdcgov
@lorimajewski
@foofighters
@sebastianbach
@mummykins11
@duggermichael
@timrunshismouth
@trh828
@sayitnspinit

Top Mentioned in G9:
@frazierarchive
@amandalmolder
@_nan_li

Top Mentioned in G10:
@frankfurtzack
@tagesschau
@mmittermeier
@xaendbomb
@swr3

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@pparzival
@fabriciosx
@hawkins_carole
@ap
@roodgridance
@derspiegel
@b0tsci
@tagesschau
@mikeperryavatar

Top Tweeters in G1:
@pparzival
@frankaskaralius
@gagaberlin
@joerncarmaker
@luivar67
@susannebaessler
@gtr431
@hansjoa82231888
@jens_140081
@braungardtr

Top Tweeters in G2:
@katharina_munz
@saoulidisg
@peter_gaitho
@ajwodecki
@thebayleerenee
@edvorst
@robodda
@isolationbot
@kevint905
@markedbycovid

Top Tweeters in G3:
@snoopsmaus
@chefofmembers
@netzpolitik
@tomdabassman
@spreeblick
@fakten007
@mariaklschmeink
@midebe2
@republica
@ooochristinooo

Top Tweeters in G4:
@baumbergowl
@who
@juniimondd
@johannobermeie1
@inga_roeger
@hansottowagner1
@tim_roehn
@eckerleisabella
@sascha_wendt
@snowden

Top Tweeters in G5:
@spasskultur
@karlerbach
@gamergateblogde
@_s__l_
@ein_zeitzeuge
@deraufklrer
@memakaane
@felicitas2159
@hausverstandby
@ulme0304

Top Tweeters in G6:
@nagalandbot
@temsutulaimsong
@airnews_kohima
@outbreak_india
@pibkohima
@mygovnagaland
@ddnewskohima
@dipr_nagaland
@healthnagaland
@cmonagaland

Top Tweeters in G7:
@derspiegel
@jane_banane__
@mrtnschn
@nasobeem
@markh770
@brittiholli57
@hubi0310
@techred_neu
@michaeljanhh
@hh_mikawe

Top Tweeters in G8:
@timrunshismouth
@sayitnspinit
@sebastianbach
@cdcgov
@duggermichael
@lorimajewski
@dexterinthedark
@foofighters
@mummykins11
@trh828

Top Tweeters in G9:
@b0tsci
@scicommbot
@brossardd
@amandalmolder
@marysrevenge
@georgesvis
@frazierarchive
@kaiping_chen
@_nan_li

Top Tweeters in G10:
@tagesschau
@swr3
@mmittermeier
@kerrybalder
@madhifi2010
@hansmaulwurf_ag
@ricardolange4
@xaendbomb


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