#FlattenTheCurve, Twitter, 12/16/2022 9:29:25 AM, 286399


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#FlattenTheCurve_2022-12-16_01-25-58.xlsx
#FlattenTheCurve_2022-12-16_01-25-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 16, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3uS3f1s
@fraulibertas
@sprachlos12
@quasselette
@labconny
@nihilnescio
@sonjabastin
@lhippiemaedchen
@monib39474872
@tine_sommerkind
@anna19854977619

Top hashtags:
#flattenthecurve
#covid19
#masken
#flattenyourrights

Description:
Description
The graph represents a network of 511 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, 16 December 2022 at 09:26 UTC.

The requested start date was Friday, 16 December 2022 at 01:01 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, 6-hour, 2-minute period from Friday, 02 December 2022 at 02:21 UTC to Thursday, 15 December 2022 at 08:24 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 : 511
Unique Edges : 147
Edges With Duplicates : 770
Total Edges : 917
Number of Edge Types : 5
Replies to : 37
Retweet : 351
MentionsInRetweet : 368
Mentions : 69
Tweet : 92
Self-Loops : 100
Reciprocated Vertex Pair Ratio : 0.00442477876106195
Reciprocated Edge Ratio : 0.00881057268722467
Connected Components : 83
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 166
Maximum Edges in a Connected Component : 335
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.719866
Graph Density : 0.00174206668968957
Modularity : 0.48973
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 511 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, 16 December 2022 at 09:26 UTC.

The requested start date was Friday, 16 December 2022 at 01:01 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, 6-hour, 2-minute period from Friday, 02 December 2022 at 02:21 UTC to Thursday, 15 December 2022 at 08:24 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:
[2] https://link.spotfund.com/ChristmasIsNearHelpMeSanta
[2] https://gogetfunding.com/help-for-protheses/
[2] https://twitter.com/SonjaBastin/status/1598340063611559937
[1] https://drwetti.wordpress.com/2020/03/19/science-blog-4_2020-in-den-zeiten-von-corona-gibt-es-schon-medikamente/#more-441
[1] https://twitter.com/elonmusk/status/1602265797858058242
[1] https://www.swarmapp.com/c/7CgDxNony6e
[1] https://www.swarmapp.com/c/faTPCDo5Nx5
[1] https://www.swarmapp.com/c/3NrzBYSnFot
[1] https://www.swarmapp.com/c/4DNn2yGANj3
[1] https://www.swarmapp.com/c/bgZeJ5ppP9d

Top URLs in Tweet in G3:
[2] https://twitter.com/SonjaBastin/status/1598340063611559937
[2] https://gogetfunding.com/help-for-protheses/
[2] https://link.spotfund.com/ChristmasIsNearHelpMeSanta
[1] https://www.coviz.org/e2b/2022-12-03/
[1] https://www.coviz.org/e2b/2022-12-02/
[1] https://twitter.com/BMG_Bund/status/1237121721481781249
[1] https://twitter.com/iramey/status/1232026206985277440
[1] https://www.cnbc.com/2022/12/03/beijing-shenzhen-loosen-more-covid-curbs-as-china-easing-gathers-pace.html?__source=sharebar|twitter&par=sharebar
[1] https://scitechdaily.com/covid-19-linked-with-substantial-increase-in-type-1-diabetes-in-children-as-much-as-72/
[1] https://scitechdaily.com/explaining-the-most-baffling-quirk-of-covid-common-gene-variant-linked-to-mortality/

Top URLs in Tweet in G5:
[1] https://twitter.com/SonjaBastin/status/1598218143436263426

Top URLs in Tweet in G6:
[1] https://twitter.com/EckerleIsabella/status/1599331092942594056

Top URLs in Tweet in G7:
[1] https://twitter.com/BMG_Bund/status/1238780849652465664

Top URLs in Tweet in G9:
[1] https://twitter.com/luckytran/status/1599879101644349440
[1] https://twitter.com/Jon4u16/status/1599715786436005888

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[245] flattenthecurve
[53] covid19
[34] masken
[26] flattenyourrights
[19] stayathome
[17] rsv
[17] kinder
[11] corona
[9] nagaland
[9] togetherwecan



Top Hashtags in Tweet in G1:
[1] nocovid
[1] zerocovid
[1] flattenthecurve

Top Hashtags in Tweet in G2:
[1] flattenthecurve

Top Hashtags in Tweet in G3:
[51] flattenthecurve
[18] covid19
[12] stayathome
[7] corona
[6] saferathome
[6] westayathome
[6] startnext
[6] crowdfundingintroducing
[6] chocolatetastingon
[6] ultahokethalassemiaroke

Top Hashtags in Tweet in G4:
[26] flattenthecurve
[26] flattenyourrights
[1] corona

Top Hashtags in Tweet in G5:
[14] flattenthecurve
[3] rsvirus
[2] lebenamlimit
[2] ichhabemitgemacht
[1] ichmacheimmernochmit
[1] genderwahn
[1] fraueniq

Top Hashtags in Tweet in G6:
[8] flattenthecurve
[5] maskeauf
[1] psychokalle
[1] coronalemminge
[1] maskenpflichtjetzt
[1] nogrippe
[1] pflegebrennt
[1] fachkrã¤ftemangel
[1] totekinder
[1] rsvirus

Top Hashtags in Tweet in G7:
[19] flattenthecurve

Top Hashtags in Tweet in G8:
[34] masken
[17] rsv
[17] flattenthecurve
[17] kinder

Top Hashtags in Tweet in G9:
[8] flattenthecurve
[1] sarscov2

Top Hashtags in Tweet in G10:
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[461] die
[249] #flattenthecurve
[164] heute
[134] situation
[128] dieser
[128] man
[124] geht
[124] kã
[122] sagen
[121] nnte

Top Words in Tweet in G1:
[351] die
[117] rfte
[117] unserer
[117] geht
[117] nnte
[117] situation
[117] dieser
[117] ltnisse
[117] dã
[117] heute

Top Words in Tweet in G2:
[88] kinder
[87] kam
[87] gibt
[87] 83
[87] radio
[87] eben
[87] intensivbetten
[87] deutschlandweit
[87] freie
[87] kinderkliniken

Top Words in Tweet in G3:
[51] #flattenthecurve
[18] #covid19
[13] stay
[12] use
[12] cases
[12] declined
[12] aware
[12] #stayathome
[12] caution
[7] die

Top Words in Tweet in G4:
[26] manche
[26] wochen
[26] #flattenthecurve
[26] jahre
[26] fast
[26] politiker
[26] #flattenyourrights
[25] sprachlos12
[25] einschrã
[25] fã

Top Words in Tweet in G5:
[25] die
[17] sonjabastin
[15] situation
[14] #flattenthecurve
[11] warum
[11] niemand
[11] eltern
[10] spricht
[10] kinder
[10] evtl

Top Words in Tweet in G6:
[8] #flattenthecurve
[6] die
[6] anderen
[5] einfachen
[5] maãÿnahme
[5] winter
[5] #maskeauf
[5] fã
[5] hã
[5] viren

Top Words in Tweet in G7:
[38] heute
[38] die
[19] 1000
[19] begannen
[19] tage
[19] ganz
[19] tagen
[19] vorbei
[19] 14
[19] #flattenthecurve

Top Words in Tweet in G8:
[34] #masken
[17] tragt
[17] sondern
[17] #kinder
[17] schützen
[17] #rsv
[17] corona
[17] schutz
[17] #flattenthecurve
[16] eduardt_s

Top Words in Tweet in G9:
[13] tinu
[8] still
[8] resources
[8] hospital
[8] #flattenthecurve
[8] excuse
[8] soon
[8] long
[8] wait
[7] prevent

Top Words in Tweet in G10:
[10] solution
[9] hospitals
[9] healthcare
[9] reminder
[9] term
[9] pandemic
[9] govt
[9] knows
[9] overwhelmed
[9] long

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[139] die,heute
[121] die,die
[121] kã,nnte
[120] thread,geht
[120] sagen,die
[120] nnte,dã
[120] unserer,situation
[120] ltnisse,kã
[120] man,unserer
[120] verhã,ltnisse

Top Word Pairs in Tweet in G1:
[117] dã,rfte
[117] heute,sagen
[117] die,chinesischen
[117] unserer,situation
[117] thread,geht
[117] man,unserer
[117] nnte,dã
[117] die,die
[117] kã,nnte
[117] chinesischen,verhã

Top Word Pairs in Tweet in G2:
[87] kam,eben
[87] freie,intensivbetten
[87] kinder,kinderkliniken
[87] 83,freie
[87] eben,83
[87] radio,kam
[87] gibt,deutschlandweit
[87] kinderkliniken,gibt
[86] quasselette,radio
[74] deutschlandweit,hören

Top Word Pairs in Tweet in G3:
[12] stay,aware
[12] caution,#covid19
[12] use,caution
[12] cases,declined
[12] declined,stay
[12] #flattenthecurve,#stayathome
[12] aware,use
[12] #covid19,#flattenthecurve
[7] #flattenthecurve,#corona
[6] #ultahokethalassemiaroke,#thewishingfactory

Top Word Pairs in Tweet in G4:
[26] manche,politiker
[26] #flattenthecurve,fast
[26] wochen,#flattenthecurve
[26] fast,jahre
[26] jahre,#flattenyourrights
[25] fã,manche
[25] #flattenyourrights,fã
[25] politiker,einschrã
[25] sprachlos12,wochen
[25] einschrã,nkung

Top Word Pairs in Tweet in G5:
[10] die,evtl
[10] kinder,eltern
[10] spricht,niemand
[10] warum,spricht
[10] die,situation
[9] sonjabastin,warum
[7] eltern,klini
[7] situation,kinder
[7] evtl,möglichkeit
[7] möglichkeit,kontaktbeschränkungen

Top Word Pairs in Tweet in G6:
[5] anderen,viren
[5] rsv,welle
[5] fã,die
[5] #flattenthecurve,rsv
[5] man,einfachen
[5] hã,tte
[5] einfachen,maãÿnahme
[5] winter,hã
[5] welle,anderen
[5] #maskeauf,fã

Top Word Pairs in Tweet in G7:
[19] die,legendären
[19] heute,1000
[19] #flattenthecurve,die
[19] tage,#flattenthecurve
[19] begannen,die
[19] heute,ganz
[19] tagen,begannen
[19] legendären,14
[19] 1000,tagen
[19] 14,tage

Top Word Pairs in Tweet in G8:
[17] sondern,#rsv
[17] schutz,#kinder
[17] #masken,schutz
[17] corona,sondern
[17] tragt,#masken
[17] #rsv,#flattenthecurve
[17] #masken,schützen
[17] schützen,corona
[17] #flattenthecurve,tragt
[16] eduardt_s,#masken

Top Word Pairs in Tweet in G9:
[8] hospital,resources
[8] excuse,hospital
[8] long,excuse
[8] wait,long
[8] resources,soon
[8] still,wait
[7] wear,mask
[7] prevent,wear
[7] soon,cuâ
[7] nightmare,#flattenthecurve

Top Word Pairs in Tweet in G10:
[9] govt,knows
[9] reminder,govt
[9] hospitals,overwhelmed
[9] long,term
[9] invest,healthcare
[9] term,solution
[9] pandemic,long
[9] knows,hospitals
[9] solution,invest
[9] overwhelmed,pandemic

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@fraulibertas
@quasselette
@sprachlos12
@schorn_stephan
@eduardt_s
@tinu
@sonjabastin
@tincanfire
@healthnagaland

Top Mentioned in G1:
@fraulibertas

Top Mentioned in G2:
@quasselette

Top Mentioned in G3:
@iramey

Top Mentioned in G4:
@sprachlos12
@fraulibertas

Top Mentioned in G5:
@sonjabastin
@tine_sommerkind
@torstenexo
@fraulibertas
@benutze71939208

Top Mentioned in G6:
@karl_lauterbach
@emmiweberwebde1
@sbach31
@mikrowie
@janoschdahmen
@c_drosten
@psholstein
@fdpbt
@gruenebundestag
@spdde

Top Mentioned in G7:
@schorn_stephan

Top Mentioned in G8:
@eduardt_s

Top Mentioned in G9:
@tinu

Top Mentioned in G10:
@tincanfire

Top Tweeters
Top Tweeters in Entire Graph:
@welt
@tinu
@vertig0nix
@daniellegembala
@rgc_bppa
@epidatageek
@engelgert
@nancy_crouse
@iramey
@fluglehrer

Top Tweeters in G1:
@engelgert
@witzigwalter
@kytti70
@helarctos
@b_kraupa
@jurgensprenger
@derelcon
@christi34626895
@chrisleenders1
@mizumonoukiyo

Top Tweeters in G2:
@fluglehrer
@quasselette
@menschin2015
@schuhpolitur
@djg450
@alfimwesten
@m33r35br4ut
@einhornglitze10
@masqueradethief
@juliakrohmer

Top Tweeters in G3:
@iramey
@psixi2
@davebuckloe
@dierotelinie
@metaphorsbwithu
@darealgonzo
@gina_alcera
@teilzeitkommi
@howlingplanet
@probablygroot

Top Tweeters in G4:
@moonsis
@anla18294437
@m29091899
@sabine_kohne
@herrthoppe
@schraps66
@schmettee
@ursula_nadja
@julem73
@taximann_berlin

Top Tweeters in G5:
@economicethics
@joernroeschen
@ella_von_t
@lhippiemaedchen
@fratzrats
@mrsmertes
@nihilnescio
@benutze71939208
@ramonaweng
@torstenexo

Top Tweeters in G6:
@pdr2002
@cnikolajew
@emmiweberwebde1
@madiemousie
@spdde
@gruenebundestag
@psholstein
@atstp
@fdpbt
@karl_lauterbach

Top Tweeters in G7:
@vertig0nix
@stein_til
@blauermerkelist
@joepolit
@schorn_stephan
@k1l_
@thors44939939
@info234567
@r34l_muffin
@b00merfrankie

Top Tweeters in G8:
@eduardt_s
@hierlustigen
@monikab14049372
@wiesent24
@13myri
@canislupusbln
@merk_hans
@susannejonda
@nirbyschreibt
@arruntius1

Top Tweeters in G9:
@tinu
@daniellegembala
@rgc_bppa
@epidatageek
@shaboom
@dysondoll
@ldragoon
@realkaristina
@awnyehk
@wariomainonmain

Top Tweeters in G10:
@dawnymock
@nb_covid_info
@lartdelinfusion
@locavoraciousnb
@_shelse_
@newfymainlander
@genyinterrupted
@tincanfire
@weoski


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