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#FlattenTheCurve_2022-06-23_02-50-25.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3tWs8J3
@frankfurtzack
@chefofmembers
@inga_roeger
@spasskultur
@scathiebaby
@brittiholli57
@karlerbach
@stohr_klaus
@_s__l_
@freiheit20001

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagalandagainstcovid

Description:
Description
The graph represents a network of 409 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 Thursday, 23 June 2022 at 09:50 UTC.

The requested start date was Thursday, 23 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, 7-hour, 54-minute period from Thursday, 09 June 2022 at 03:13 UTC to Wednesday, 22 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 : 409
Unique Edges : 254
Edges With Duplicates : 1028
Total Edges : 1282
Number of Edge Types : 5
Retweet : 323
MentionsInRetweet : 414
Tweet : 150
Mentions : 341
Replies to : 54
Self-Loops : 154
Reciprocated Vertex Pair Ratio : 0.00704225352112676
Reciprocated Edge Ratio : 0.013986013986014
Connected Components : 93
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 201
Maximum Edges in a Connected Component : 501
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.053246
Graph Density : 0.00257083273407162
Modularity : 0.326949
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 409 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 Thursday, 23 June 2022 at 09:50 UTC.

The requested start date was Thursday, 23 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, 7-hour, 54-minute period from Thursday, 09 June 2022 at 03:13 UTC to Wednesday, 22 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
[1] https://dailysceptic.org/2022/06/22/covid-vaccines-more-likely-to-put-you-in-hospital-than-keep-you-out-bmj-editors-analysis-of-pfizer-and-moderna-trial-data-finds/
[1] https://scitechdaily.com/steroids-after-covid-19-recovery-may-cut-long-covid-risk-of-death-by-up-to-51/
[1] https://scitechdaily.com/desktop-air-curtain-system-developed-that-prevents-spread-of-covid-19/
[1] https://scitechdaily.com/trained-sniffer-dogs-accurately-detect-airport-passengers-with-covid-19/
[1] https://scitechdaily.com/covid-19-mis-c-and-kawasaki-disease-share-underlying-molecular-patterns-and-immune-response/
[1] https://scitechdaily.com/copper-eliminates-the-covid-19-virus-on-surfaces-silver-does-not/

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 G5:
[2] https://twitter.com/unfoundation/status/1250771276467224577
[1] https://www.youtube.com/watch?v=rN21iO4tIPk&feature=youtu.be


Top URLs in Tweet in G10:
[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:
[414] flattenthecurve
[217] covid19
[160] togetherwecan
[130] nagalandagainstcovid
[97] nagaland
[33] coronavirus
[29] stayhome
[28] covid
[17] dataviz
[15] staynotathome



Top Hashtags in Tweet in G1:
[4] flattenthecurve

Top Hashtags in Tweet in G2:
[101] flattenthecurve
[53] covid19
[15] staynotathome
[15] wirbleibennichtmehrzuhause
[14] stayathome
[14] coronavirus
[9] covid_19
[9] masks4all
[9] physicaldistancing
[9] washinghands

Top Hashtags in Tweet in G3:
[5] flattenthecurve

Top Hashtags in Tweet in G4:
[12] flattenthecurve
[1] impfung
[1] impfstoffen
[1] impfnebenwirkungen
[1] impfschäden
[1] longimpf
[1] impftote
[1] bmgf
[1] maskenpflicht
[1] panik

Top Hashtags in Tweet in G5:
[12] flattenthecurve
[1] flattenthehumanrights

Top Hashtags in Tweet in G6:
[16] flattenthecurve
[1] maskenpflicht
[1] obisoregel

Top Hashtags in Tweet in G7:
[160] togetherwecan
[160] flattenthecurve
[138] covid19
[130] nagalandagainstcovid
[97] nagaland
[22] covid

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

Top Hashtags in Tweet in G9:
[3] flattenthecurve
[1] propaganda

Top Hashtags in Tweet in G10:
[10] flattenthecurve
[8] stayhomefornevada
[4] covid19
[4] donate
[4] nonprofit
[4] community
[3] stayhome
[2] socialdistancing
[2] haikupoetryday
[2] nationalpetday

Top Words
Top Words in Tweet in Entire Graph:
[415] #flattenthecurve
[217] #covid19
[190] die
[161] 2022
[160] june
[160] #togetherwecan
[144] status
[139] wohl
[138] frankfurtzack
[130] #nagalandagainstcovid

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

Top Words in Tweet in G2:
[101] #flattenthecurve
[53] #covid19
[19] zwerenberg
[15] #staynotathome
[15] #wirbleibennichtmehrzuhause
[14] #stayathome
[14] use
[14] #coronavirus
[14] stay
[13] cases

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] derspiegel
[12] die
[12] #flattenthecurve
[10] punktpreradovic
[10] brittiholli57
[9] 14
[9] tage
[9] rum
[8] jane_banane__
[2] frankfurtzack

Top Words in Tweet in G5:
[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 G6:
[32] gegen
[16] innerhalb
[16] jahren
[16] #flattenthecurve
[16] pandemie
[16] dauerhafter
[16] maskenpflicht
[16] schnupfen
[15] spasskultur
[15] movi

Top Words in Tweet in G7:
[160] june
[160] 2022
[160] #togetherwecan
[160] #flattenthecurve
[144] status
[138] #covid19
[130] #nagalandagainstcovid
[98] healthnagaland
[97] bulletin
[97] #nagaland

Top Words in Tweet in G9:
[3] #flattenthecurve
[2] tagesschau
[2] viele

Top Words in Tweet in G10:
[10] #flattenthecurve
[8] #stayhomefornevada
[4] home
[4] #covid19
[4] asaslasvegas
[4] happy
[4] share
[4] school
[4] family
[4] check

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[160] 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:
[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:
[39] #covid19,#flattenthecurve
[15] #flattenthecurve,#staynotathome
[15] #staynotathome,#wirbleibennichtmehrzuhause
[14] #flattenthecurve,#stayathome
[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] brittiholli57,derspiegel
[9] punktpreradovic,brittiholli57
[9] derspiegel,die
[9] die,14
[9] 14,tage
[9] tage,rum
[9] rum,#flattenthecurve
[8] jane_banane__,punktpreradovic
[2] frankfurtzack,die
[2] die,letzte

Top Word Pairs in Tweet in G5:
[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 G6:
[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 G7:
[160] june,2022
[98] healthnagaland,#covid19
[97] bulletin,#nagaland
[97] #nagaland,status
[97] #togetherwecan,#flattenthecurve
[75] #covid19,bulletin
[75] 2022,#togetherwecan
[75] #flattenthecurve,#nagalandagainstcovid
[63] #flattenthecurve,#togetherwecan
[55] fresh,positive

Top Word Pairs in Tweet in G10:
[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
@punktpreradovic
@derspiegel
@tagesschau
@jowimuenchen
@anordinarygirl
@shomburg
@provoziert
@stohr_klaus
@mariaklschmeink

Top Replied-To in G1:
@carolasch__

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

Top Replied-To in G4:
@punktpreradovic
@derspiegel

Top Replied-To in G5:
@haake_daniel
@philipp__k
@vanceburbage
@tim_roehn
@eckerleisabella
@chanasitjonas

Top Replied-To in G9:
@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
@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:
@brittiholli57
@derspiegel
@jane_banane__
@punktpreradovic
@frankfurtzack
@xray309950595

Top Mentioned in G5:
@jschmitzleipzig
@tim_roehn
@eckerleisabella
@chanasitjonas
@who
@haake_daniel
@snowden
@frankfurtzack

Top Mentioned in G6:
@spasskultur
@frankfurtzack
@bmg_bund

Top Mentioned in G7:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

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

Top Mentioned in G9:
@tagesschau
@mmittermeier
@xaendbomb
@swr3

Top Mentioned in G10:
@asaslasvegas
@govsisolak
@nevada_ona
@tusnhd
@nvemergencymgmt
@nvhealthrespon1

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@pparzival
@fabriciosx
@hawkins_carole
@frisch_fish
@ap
@freedomfriesinc
@derspiegel
@tagesschau
@mikeperryavatar

Top Tweeters in G1:
@pparzival
@frankaskaralius
@gagaberlin
@joerncarmaker
@susannebaessler
@gtr431
@hansjoa82231888
@braungardtr
@karstenpater
@denk_net_noch

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

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

Top Tweeters in G4:
@frisch_fish
@derspiegel
@jane_banane__
@mrtnschn
@nasobeem
@markh770
@brittiholli57
@hubi0310
@techred_neu
@xray309950595

Top Tweeters in G5:
@baumbergowl
@who
@juniimondd
@johannobermeie1
@inga_roeger
@hansottowagner1
@tim_roehn
@eckerleisabella
@sascha_wendt
@snowden

Top Tweeters in G6:
@spasskultur
@karlerbach
@gamergateblogde
@_s__l_
@ein_zeitzeuge
@deraufklrer
@memakaane
@felicitas2159
@hausverstandby
@ulme0304

Top Tweeters in G7:
@nagalandbot
@temsutulaimsong
@airnews_kohima
@outbreak_india
@pibkohima
@mygovnagaland
@ddnewskohima
@dipr_nagaland
@healthnagaland
@cmonagaland

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

Top Tweeters in G9:
@tagesschau
@swr3
@mmittermeier
@kerrybalder
@madhifi2010
@hansmaulwurf_ag
@ricardolange4
@xaendbomb

Top Tweeters in G10:
@tusnhd
@nvemergencymgmt
@govsisolak
@gerogebush6
@nvhealthrespon1
@asaslasvegas
@nevada_ona