#FlattenTheCurve, Twitter, 6/21/2022 11:55:34 AM, 278447


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#FlattenTheCurve_2022-06-21_04-45-01.xlsx
#FlattenTheCurve_2022-06-21_04-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3tKZQkT
@frankfurtzack
@inga_roeger
@spasskultur
@karlerbach
@_s__l_
@nidi74940865
@piratomat
@bmg_bund
@eckerleisabella
@johannobermeie1

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagalandagainstcovid
#nagaland

Description:
Description
The graph represents a network of 413 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 Tuesday, 21 June 2022 at 11:45 UTC.

The requested start date was Tuesday, 21 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, 10-hour, 10-minute period from Tuesday, 07 June 2022 at 00:57 UTC to Monday, 20 June 2022 at 11:07 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 : 413
Unique Edges : 236
Edges With Duplicates : 997
Total Edges : 1233
Number of Edge Types : 5
Retweet : 330
MentionsInRetweet : 408
Replies to : 53
Mentions : 299
Tweet : 143
Self-Loops : 146
Reciprocated Vertex Pair Ratio : 0.00975609756097561
Reciprocated Edge Ratio : 0.0193236714975845
Connected Components : 95
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 187
Maximum Edges in a Connected Component : 485
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.560993
Graph Density : 0.00243306142598557
Modularity : 0.322882
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 413 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 Tuesday, 21 June 2022 at 11:45 UTC.

The requested start date was Tuesday, 21 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, 10-hour, 10-minute period from Tuesday, 07 June 2022 at 00:57 UTC to Monday, 20 June 2022 at 11:07 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/0FiKbeVSnkR
[1] https://www.swarmapp.com/c/byaAQcP8ad7
[1] https://www.swarmapp.com/c/4HrvStK05NH
[1] https://www.swarmapp.com/c/90rNbND8B9G
[1] https://www.swarmapp.com/c/0tDS2nrgF9X

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/TimRunsHisMouth/status/1533920651387412480
[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/

Top URLs in Tweet in G3:
[2] https://twitter.com/unfoundation/status/1250771276467224577
[1] https://www.youtube.com/watch?v=rN21iO4tIPk&feature=youtu.be


Top URLs in Tweet in G8:
[1] https://journals.sagepub.com/doi/10.1177/09636625211038719

Top URLs in Tweet in G9:
[3] https://www.asaslv.org/
[1] https://nvhealthresponse.nv.gov/
[1] https://twitter.com/cityofhenderson/status/1253408535464964097

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[390] flattenthecurve
[209] covid19
[152] togetherwecan
[122] nagalandagainstcovid
[96] nagaland
[32] coronavirus
[28] stayhome
[27] covid
[25] dataviz
[15] stayathome



Top Hashtags in Tweet in G1:
[5] flattenthecurve

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

Top Hashtags in Tweet in G3:
[12] flattenthecurve
[1] flattenthehumanrights

Top Hashtags in Tweet in G4:
[16] flattenthecurve
[1] maskenpflicht
[1] obisoregel

Top Hashtags in Tweet in G5:
[152] flattenthecurve
[152] togetherwecan
[130] covid19
[122] nagalandagainstcovid
[96] nagaland
[22] covid

Top Hashtags in Tweet in G6:
[4] flattenthecurve

Top Hashtags in Tweet in G7:
[1] flattenthecurve
[1] politics101

Top Hashtags in Tweet in G8:
[8] dataviz
[8] flattenthecurve
[1] scicomm

Top Hashtags in Tweet in G9:
[10] flattenthecurve
[8] stayhomefornevada
[4] covid19
[4] donate
[4] nonprofit
[4] community
[3] stayhome
[2] socialdistancing
[2] haikupoetryday
[2] nationalpetday

Top Hashtags in Tweet in G10:
[2] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[391] #flattenthecurve
[209] #covid19
[202] die
[160] frankfurtzack
[152] june
[152] 2022
[152] #togetherwecan
[141] status
[139] wohl
[122] #nagalandagainstcovid

Top Words in Tweet in G1:
[157] die
[152] frankfurtzack
[132] wohl
[95] letzte
[95] ultimative
[95] schwurblertheorie
[95] leider
[95] wahr
[95] verstetigen
[95] maßnahmen

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

Top Words in Tweet in G3:
[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 G4:
[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 G5:
[152] june
[152] 2022
[152] #flattenthecurve
[152] #togetherwecan
[141] status
[130] #covid19
[122] #nagalandagainstcovid
[96] healthnagaland
[96] bulletin
[96] #nagaland

Top Words in Tweet in G6:
[4] #flattenthecurve
[3] pandemie
[3] siehe
[2] maßnahmen
[2] welle
[2] stohr_klaus
[2] alle

Top Words in Tweet in G8:
[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 G9:
[10] #flattenthecurve
[8] #stayhomefornevada
[4] home
[4] #covid19
[4] asaslasvegas
[4] happy
[4] share
[4] school
[4] family
[4] check

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[152] june,2022
[100] die,letzte
[100] letzte,ultimative
[100] ultimative,schwurblertheorie
[100] schwurblertheorie,wohl
[100] wohl,leider
[100] leider,wahr
[100] wahr,verstetigen
[100] verstetigen,maßnahmen
[99] frankfurtzack,die

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

Top Word Pairs in Tweet in G2:
[38] #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:
[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 G4:
[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 G5:
[152] june,2022
[96] healthnagaland,#covid19
[96] bulletin,#nagaland
[96] #nagaland,status
[96] #togetherwecan,#flattenthecurve
[74] #covid19,bulletin
[74] 2022,#togetherwecan
[74] #flattenthecurve,#nagalandagainstcovid
[56] #flattenthecurve,#togetherwecan
[53] fresh,positive

Top Word Pairs in Tweet in G6:
[3] siehe,#flattenthecurve
[2] welle,pandemie
[2] pandemie,alle
[2] alle,siehe

Top Word Pairs in Tweet in G8:
[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 Word Pairs in Tweet in G9:
[4] #donate,#nonprofit
[4] #nonprofit,#community
[3] check,website
[3] #stayhome,#flattenthecurve
[2] wednesday,govsisolak
[2] govsisolak,formally
[2] formally,issued
[2] issued,stay
[2] stay,home
[2] home,order

Top Replied-To
Top Replied-To in Entire Graph:
@haake_daniel
@anordinarygirl
@shomburg
@provoziert
@mariaklschmeink
@snoopsmaus
@stohr_klaus
@thorejensen4
@ouzo_papi
@derspiegel

Top Replied-To in G1:
@michaelbroecker
@carolasch__

Top Replied-To in G3:
@haake_daniel
@philipp__k
@vanceburbage
@tim_roehn
@eckerleisabella
@chanasitjonas

Top Replied-To in G6:
@mariaklschmeink
@stohr_klaus
@snoopsmaus
@jowimuenchen

Top Replied-To in G10:
@ricardolange4
@kerrybalder

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

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

Top Mentioned in G2:
@peter_gaitho

Top Mentioned in G3:
@jschmitzleipzig
@tim_roehn
@eckerleisabella
@chanasitjonas
@who
@haake_daniel
@snowden
@frankfurtzack

Top Mentioned in G4:
@spasskultur
@frankfurtzack
@bmg_bund

Top Mentioned in G5:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu

Top Mentioned in G6:
@republica
@spreeblick
@suffar
@netzpolitik
@tomdabassman
@stohr_klaus
@ooochristinooo

Top Mentioned in G7:
@cdcgov
@lorimajewski
@foofighters
@sebastianbach
@mummykins11
@duggermichael
@timrunshismouth
@trh828
@sayitnspinit

Top Mentioned in G8:
@frazierarchive
@amandalmolder
@_nan_li

Top Mentioned in G9:
@asaslasvegas
@govsisolak
@nevada_ona
@tusnhd
@nvemergencymgmt
@nvhealthrespon1

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

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@pparzival
@fabriciosx
@asher_wolf
@hawkins_carole
@tinu
@ap
@roodgridance
@derspiegel
@b0tsci

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

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

Top Tweeters in G3:
@baumbergowl
@who
@juniimondd
@johannobermeie1
@inga_roeger
@hansottowagner1
@tim_roehn
@eckerleisabella
@sascha_wendt
@snowden

Top Tweeters in G4:
@spasskultur
@karlerbach
@gamergateblogde
@_s__l_
@ein_zeitzeuge
@deraufklrer
@memakaane
@felicitas2159
@hausverstandby
@ulme0304

Top Tweeters in G5:
@nagalandbot
@temsutulaimsong
@airnews_kohima
@outbreak_india
@pibkohima
@mygovnagaland
@ddnewskohima
@dipr_nagaland
@healthnagaland
@cmonagaland

Top Tweeters in G6:
@snoopsmaus
@netzpolitik
@tomdabassman
@spreeblick
@mariaklschmeink
@republica
@ooochristinooo
@suffar
@jowimuenchen
@scathiebaby

Top Tweeters in G7:
@timrunshismouth
@sayitnspinit
@sebastianbach
@cdcgov
@duggermichael
@lorimajewski
@dexterinthedark
@foofighters
@mummykins11
@trh828

Top Tweeters in G8:
@b0tsci
@scicommbot
@brossardd
@amandalmolder
@marysrevenge
@georgesvis
@frazierarchive
@kaiping_chen
@_nan_li

Top Tweeters in G9:
@tusnhd
@nvemergencymgmt
@govsisolak
@gerogebush6
@nvhealthrespon1
@asaslasvegas
@nevada_ona

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


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