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#FlattenTheCurve_2022-06-24_01-25-57.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 24, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3OGNFxB
@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 422 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, 24 June 2022 at 08:26 UTC.

The requested start date was Friday, 24 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, 12-hour, 4-minute period from Friday, 10 June 2022 at 00:02 UTC to Thursday, 23 June 2022 at 12:06 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 : 422
Unique Edges : 263
Edges With Duplicates : 1062
Total Edges : 1325
Number of Edge Types : 5
MentionsInRetweet : 422
Mentions : 366
Retweet : 328
Tweet : 152
Replies to : 57
Self-Loops : 157
Reciprocated Vertex Pair Ratio : 0.0068649885583524
Reciprocated Edge Ratio : 0.0136363636363636
Connected Components : 96
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 200
Maximum Edges in a Connected Component : 520
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.054207
Graph Density : 0.00247661289414731
Modularity : 0.326511
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 422 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, 24 June 2022 at 08:26 UTC.

The requested start date was Friday, 24 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, 12-hour, 4-minute period from Friday, 10 June 2022 at 00:02 UTC to Thursday, 23 June 2022 at 12:06 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://twitter.com/Sknippi87/status/1539885572621230081
[1] https://www.swarmapp.com/c/kgRtVzarvTd
[1] https://www.swarmapp.com/c/j9DIc4VIQR0
[1] https://www.swarmapp.com/c/iP2Wpt5Fqsu
[1] https://www.instagram.com/accounts/login/?next=/p/CfFHg42LCju/
[1] https://www.swarmapp.com/c/2oyfF8YVwm9

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

Top URLs in Tweet in G2:
[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/Ce1R9PKO6NS/
[1] https://twitter.com/erdocAA/status/1537407222015307779
[1] https://twitter.com/thanostotally/status/1537576909462286336
[1] https://unherd.com/2022/06/sweden-saved-children-from-lockdown/?=frlh
[1] https://twitter.com/makeitaquote/status/1538746229634514945

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 G9:
[1] https://www.zdf.de/nachrichten/drehscheibe/drehscheibe-vom-16-juni-2022-100.html

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[429] flattenthecurve
[221] covid19
[164] togetherwecan
[132] nagalandagainstcovid
[94] nagaland
[37] coronavirus
[32] stayhome
[31] covid
[17] staynotathome
[17] dataviz



Top Hashtags in Tweet in G1:
[3] flattenthecurve

Top Hashtags in Tweet in G2:
[102] flattenthecurve
[53] covid19
[18] coronavirus
[17] staynotathome
[16] wirbleibennichtmehrzuhause
[13] stayathome
[10] masks4all
[10] physicaldistancing
[10] washinghands
[10] goodventilation

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:
[164] flattenthecurve
[164] togetherwecan
[142] covid19
[132] nagalandagainstcovid
[94] nagaland
[22] covid

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

Top Hashtags in Tweet in G9:
[6] flattenthecurve
[4] impfschäden
[3] longimpf
[2] impfnebenwirkungen
[2] impftoten
[2] impfungen
[1] 5g
[1] lauterbachmussweg

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

Top Words
Top Words in Tweet in Entire Graph:
[430] #flattenthecurve
[221] #covid19
[191] die
[165] 2022
[164] june
[164] #togetherwecan
[145] status
[139] wohl
[137] frankfurtzack
[132] #nagalandagainstcovid

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

Top Words in Tweet in G2:
[102] #flattenthecurve
[53] #covid19
[21] zwerenberg
[18] #coronavirus
[17] #staynotathome
[16] #wirbleibennichtmehrzuhause
[15] stay
[14] use
[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] 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:
[164] june
[164] 2022
[164] #flattenthecurve
[164] #togetherwecan
[145] status
[142] #covid19
[132] #nagalandagainstcovid
[99] healthnagaland
[94] bulletin
[94] #nagaland

Top Words in Tweet in G9:
[6] #flattenthecurve
[4] #impfschäden
[4] schützen
[4] die
[3] krankenhäuser
[3] #longimpf
[3] karl_lauterbach
[2] phoenix_de
[2] lindateuteberg
[2] a_nnaschneider

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[164] 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] healthnagaland,#covid19

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:
[35] #covid19,#flattenthecurve
[17] #flattenthecurve,#staynotathome
[16] #staynotathome,#wirbleibennichtmehrzuhause
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use
[13] use,caution
[13] caution,#covid19
[13] #flattenthecurve,#stayathome

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:
[164] june,2022
[99] healthnagaland,#covid19
[94] bulletin,#nagaland
[94] #nagaland,status
[94] #togetherwecan,#flattenthecurve
[72] #covid19,bulletin
[72] 2022,#togetherwecan
[72] #flattenthecurve,#nagalandagainstcovid
[70] #flattenthecurve,#togetherwecan
[61] fresh,positive

Top Word Pairs in Tweet in G9:
[3] #impfschäden,#longimpf
[2] phoenix_de,lindateuteberg
[2] lindateuteberg,a_nnaschneider
[2] a_nnaschneider,#flattenthecurve
[2] #flattenthecurve,krankenhäuser
[2] krankenhäuser,#impfschäden
[2] #longimpf,schützen
[2] schützen,politik
[2] #flattenthecurve,gebot
[2] gebot,stunde

Top Replied-To
Top Replied-To in Entire Graph:
@haake_daniel
@punktpreradovic
@derspiegel
@zeitonline
@jean__fisch
@phoenix_de
@regierungbw
@shomburg
@tagesschau
@jowimuenchen

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:
@shomburg
@regierungbw
@phoenix_de
@karl_lauterbach

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
@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:
@lindateuteberg
@a_nnaschneider
@karl_lauterbach
@zent_com
@phoenix_de
@msi_bw

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

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

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
@andreas_spr
@isolationbot

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:
@phoenix_de
@regierungbw
@shomburg
@zent_com
@karl_lauterbach
@a_nnaschneider
@msi_bw
@lindateuteberg
@bratenspritzer

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