#FlattenTheCurve, Twitter, 4/19/2021 2:27:37 PM, 253109


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#FlattenTheCurve_2021-04-19_01-30-42.xlsx
#FlattenTheCurve_2021-04-19_01-30-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 19, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3v12qkT
@nataliegrams
@albertoemachado
@ckemfert
@peter_simone
@salmansabir92
@fede_254
@gtlem
@tomdabassman
@afd_hd
@amref_kenya

Top hashtags:
#flattenthecurve
#inzidenz200
#wearamask
#covid19
#stayhome
#leralla

Description:
Description
The graph represents a network of 3,389 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 Monday, 19 April 2021 at 08:34 UTC.

The requested start date was Sunday, 18 April 2021 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, 22-hour, 34-minute period from Sunday, 04 April 2021 at 01:07 UTC to Saturday, 17 April 2021 at 23:41 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 : 3389
Unique Edges : 1360
Edges With Duplicates : 6418
Total Edges : 7778
Number of Edge Types : 5
Replies to : 248
Tweet : 1564
Retweet : 2482
MentionsInRetweet : 2823
Mentions : 661
Self-Loops : 1591
Reciprocated Vertex Pair Ratio : 0.00828729281767956
Reciprocated Edge Ratio : 0.0164383561643836
Connected Components : 594
Single-Vertex Connected Components : 308
Maximum Vertices in a Connected Component : 1994
Maximum Edges in a Connected Component : 4804
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.022775
Graph Density : 0.000286101676965166
Modularity : 0.422729
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,389 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 Monday, 19 April 2021 at 08:34 UTC.

The requested start date was Sunday, 18 April 2021 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, 22-hour, 34-minute period from Sunday, 04 April 2021 at 01:07 UTC to Saturday, 17 April 2021 at 23:41 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:
[13] https://www.openpetition.de/petition/online/wir-fordern-einen-strikten-lockdown-gegen-die-dritte-welle-jetzt
[11] https://www.instagram.com/accounts/login/
[7] https://thermogate.net/
[6] https://www.twitch.tv/nezuryu
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252618
[5] http://2.PAY
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252430
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251969
[4] https://www.radioafm.nl/
[4] https://www.rcdhu.com/novel-coronavirus-covid-19-2/

Top URLs in Tweet in G1:
[1] https://twitter.com/Stadt_Chemnitz/status/1382684677476130819

Top URLs in Tweet in G2:
[9] https://www.instagram.com/accounts/login/
[7] https://thermogate.net/
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[2] https://twitter.com/epdevilla/status/1380906589020897286
[2] https://www.easylivingfl.com/mental-health-covid-19/
[2] https://www.easylivingfl.com/wellness-check-aging-parents
[2] https://www.mercerbradley.com/accounting-finance-staffing/
[2] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[1] https://www.linkedin.com/slink?code=gG7TVCX
[1] http://Www.contactlight.de

Top URLs in Tweet in G3:
[3] https://twitter.com/PflegeDie/status/1317041759482974210?s=09
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252794
[1] https://www.riffreporter.de/de/umwelt/co2-kohlendioxid-klima-klimakrise-neuer-rekord
[1] https://twitter.com/CKemfert/status/1381165844319850498

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252618
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251969
[4] https://twitter.com/Amref_Kenya/status/1377876052249346051
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252430
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252039
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252529
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252095
[2] https://twitter.com/Amref_Kenya/status/1379074559362613256
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252965
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252208

Top URLs in Tweet in G5:
[2] https://twitter.com/rnseba/status/1380993951415537664
[1] https://twitter.com/sasmar/status/1380976718387773441?s=20
[1] https://twitter.com/SAARTEXT/status/1379833204832632841?s=20
[1] https://twitter.com/SAARTEXT/status/1380137608030863367
[1] https://twitter.com/saartext/status/1380913485073252354
[1] https://twitter.com/MSGFF_SL/status/1381270627408044041
[1] https://twitter.com/szaktuell/status/1381291714518913029
[1] https://twitter.com/SAARTEXT/status/1381928411757694986
[1] https://twitter.com/wdraktuell/status/1382042878399090690
[1] https://twitter.com/risklayer/status/1382804387710525445

Top URLs in Tweet in G7:
[13] https://www.openpetition.de/petition/online/wir-fordern-einen-strikten-lockdown-gegen-die-dritte-welle-jetzt
[1] https://twitter.com/arminlaschet/status/1380252152673804293
[1] https://twitter.com/SAARTEXT/status/1382018000484757506
[1] https://www.youtube.com/watch?v=alVblEtjLUs&feature=youtu.be

[1] https://twitter.com/risklayer/status/1381223951657996293

Top URLs in Tweet in G10:
[1] https://twitter.com/ARD_BaB/status/1382013706767368193
[1] https://twitter.com/andreas_spr/status/1382949626035191808

Top Domains
Top Domains in Tweet in Entire Graph:
[203] twitter.com
[32] coviz.org
[25] nodexlgraphgallery.org
[21] swarmapp.com
[19] instagram.com
[16] google.com
[13] openpetition.de
[10] blogspot.com
[10] scitechdaily.com
[9] youtube.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[61] twitter.com
[21] swarmapp.com
[15] instagram.com
[14] google.com
[7] thermogate.net
[6] facebook.com
[5] pursuite.com
[4] easylivingfl.com
[4] mercerbradley.com
[3] youtube.com

Top Domains in Tweet in G3:
[4] twitter.com
[1] nodexlgraphgallery.org
[1] riffreporter.de

Top Domains in Tweet in G4:
[23] nodexlgraphgallery.org
[8] twitter.com

Top Domains in Tweet in G5:
[13] twitter.com
[1] linkedin.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G7:
[13] openpetition.de
[3] twitter.com
[1] youtube.com

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3122] flattenthecurve
[843] inzidenz200
[574] wearamask
[538] covid19
[167] stayhome
[164] leralla
[161] washyourhands
[160] pienaarspoort
[145] saulsville
[127] coronavirus



Top Hashtags in Tweet in G1:
[813] flattenthecurve
[796] inzidenz200
[2] ostermontag
[1] herzenssacheberlin
[1] impfung
[1] tegel
[1] flattentheearth
[1] merkelregime
[1] corona
[1] diktatur

Top Hashtags in Tweet in G2:
[432] flattenthecurve
[103] covid19
[43] socialdistancing
[41] stayhome
[30] coronavirus
[26] stayathome
[26] covid_19
[24] wearamask
[23] washyourhands
[19] covidー19

Top Hashtags in Tweet in G3:
[37] flattenthecurve
[17] nocovid
[15] inzidenz200
[8] covid_19
[3] saarland
[3] wirfürdiepflege
[3] lockdownjetzt
[2] klimaschutz
[2] klimakrise
[1] nodexl

Top Hashtags in Tweet in G4:
[111] covid19
[69] flattenthecurve
[26] easterweekend2021
[23] wearamask
[17] angamizacorona
[16] stayhome
[9] covidー19
[9] komeshacorona
[7] washyourhands
[7] staysafe

Top Hashtags in Tweet in G5:
[55] saarland
[43] flattenthecurve
[21] test
[19] katastrophe
[11] inzidenz200
[7] sciencematters
[7] krisenmanagement
[7] stayathome
[7] wearamask
[7] washyourhands

Top Hashtags in Tweet in G6:
[1] getvaccinated
[1] shaukatkhanum
[1] savelives
[1] flattenthecurve
[1] actresponsible
[1] getyourjib

Top Hashtags in Tweet in G7:
[46] flattenthecurve
[20] stayhome
[17] nocovid
[16] harterlockdownjetzt
[5] staysafe
[4] inzidenz200
[3] covid19
[3] bundeslockdown
[2] lockdownjetzt
[2] spargel

Top Hashtags in Tweet in G8:
[4] flattenthecurve
[1] inzidenz200
[1] flattentheeconomy
[1] asexpected
[1] testhoax
[1] lebenretten

Top Hashtags in Tweet in G9:
[59] lebenretten
[1] flattenthecurve
[1] yestonocovid

Top Hashtags in Tweet in G10:
[13] flattenthecurve
[9] union
[3] inzidenz200
[2] vogtland
[2] noafd
[1] plauen
[1] cdurausausderregierung
[1] corona
[1] grundgesetz
[1] wissenschaftsleugnung

Top Words
Top Words in Tweet in Entire Graph:
[3121] #flattenthecurve
[1039] die
[975] station
[918] jahr
[864] man
[852] nataliegrams
[852] pandemie
[843] #inzidenz200
[837] nennen
[837] politikversagen

Top Words in Tweet in G1:
[813] #flattenthecurve
[806] nataliegrams
[798] man
[797] jahr
[796] #inzidenz200
[795] pandemie
[795] nennen
[795] politikversagen
[8] besonders
[8] bemerkenswert

Top Words in Tweet in G2:
[431] #flattenthecurve
[103] #covid19
[53] die
[43] #socialdistancing
[41] #stayhome
[34] home
[30] #coronavirus
[27] more
[26] #stayathome
[26] #covid_19

Top Words in Tweet in G3:
[552] die
[366] steigt
[183] neuer
[183] co2
[183] rekord
[183] hochgefährliche
[183] kurve
[183] weit
[183] zukunft
[183] weist

Top Words in Tweet in G4:
[123] covid
[123] 19
[122] fede_254
[119] safe
[117] care
[111] #covid19
[109] measures
[91] amref_kenya
[83] people
[78] please

Top Words in Tweet in G5:
[119] die
[111] peter_simone
[80] inzidenz
[56] heute
[55] 100
[55] #saarland
[55] 125
[52] gestern
[51] sprunghafter
[51] anstieg

Top Words in Tweet in G6:
[207] really
[103] hey
[103] guys
[103] shaukat
[103] khanum
[103] lahore
[103] doing
[103] vaccination
[103] walk
[103] yes

Top Words in Tweet in G7:
[46] #flattenthecurve
[24] habt
[20] #stayhome
[19] tages
[19] gefragt
[19] damals
[19] getan
[19] bundestags
[17] #nocovid
[16] #harterlockdownjetzt

Top Words in Tweet in G8:
[60] gibt
[60] zwei
[60] immunisierung
[60] durchgemachte
[60] erkrankung
[60] impfung
[60] beides
[60] erfolgreich
[59] tomdabassman
[59] möglichkeiten

Top Words in Tweet in G9:
[119] die
[59] #lebenretten
[59] geisteskrankem
[59] coronafanatismus
[59] rote
[59] karte
[59] zeigen
[59] jahr
[59] brabbelten
[59] coronapropheten

Top Words in Tweet in G10:
[35] ldk
[21] die
[20] mehr
[19] präsenz
[18] gruene_sachsen
[18] dieser
[17] andreas_spr
[17] planen
[17] nächste
[17] woche

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[838] #flattenthecurve,#inzidenz200
[838] jahr,pandemie
[837] #inzidenz200,jahr
[837] pandemie,man
[837] man,nennen
[837] nennen,politikversagen
[836] nataliegrams,#flattenthecurve
[435] stopping,station
[397] next,stopping
[248] #wearamask,#flattenthecurve

Top Word Pairs in Tweet in G1:
[795] #flattenthecurve,#inzidenz200
[795] #inzidenz200,jahr
[795] jahr,pandemie
[795] pandemie,man
[795] man,nennen
[795] nennen,politikversagen
[794] nataliegrams,#flattenthecurve
[8] nataliegrams,besonders
[8] besonders,bemerkenswert
[8] bemerkenswert,eingedenk

Top Word Pairs in Tweet in G2:
[28] #covid19,#flattenthecurve
[15] covid,19
[15] #flattenthecurve,#stayathome
[15] stay,aware
[14] #stayhome,#flattenthecurve
[14] cases,declined
[14] declined,stay
[14] aware,use
[14] use,caution
[14] caution,#covid19

Top Word Pairs in Tweet in G3:
[183] neuer,co2
[183] co2,rekord
[183] rekord,die
[183] die,hochgefährliche
[183] hochgefährliche,kurve
[183] kurve,die
[183] die,weit
[183] weit,die
[183] die,zukunft
[183] zukunft,weist

Top Word Pairs in Tweet in G4:
[123] covid,19
[75] observe,covid
[73] love,care
[73] care,yourself
[73] yourself,people
[73] people,near
[73] near,please
[73] please,observe
[73] 19,protocols
[73] protocols,safe

Top Word Pairs in Tweet in G5:
[55] inzidenz,#saarland
[51] sprunghafter,anstieg
[51] anstieg,inzidenz
[51] #saarland,vorgestern
[51] vorgestern,100
[51] 100,gestern
[51] gestern,104
[51] 104,heute
[51] heute,125
[51] 125,die

Top Word Pairs in Tweet in G6:
[104] really,really
[103] hey,guys
[103] guys,shaukat
[103] shaukat,khanum
[103] khanum,lahore
[103] lahore,doing
[103] doing,vaccination
[103] vaccination,walk
[103] walk,yes
[103] yes,waiting

Top Word Pairs in Tweet in G7:
[19] tages,gefragt
[19] gefragt,habt
[19] habt,damals
[19] damals,getan
[15] bundestags,landtagsabgeordnete
[15] getan,bundestags
[14] landtagsabgeordnete,angeschrieben
[14] #stayhome,#flattenthecurve
[13] angeschrieben,petition
[13] petition,unterschrieben

Top Word Pairs in Tweet in G8:
[60] gibt,zwei
[60] immunisierung,durchgemachte
[60] durchgemachte,erkrankung
[60] erkrankung,impfung
[60] impfung,beides
[60] beides,erfolgreich
[59] tomdabassman,gibt
[59] zwei,möglichkeiten
[59] möglichkeiten,immunisierung
[58] erfolgreich,ve

Top Word Pairs in Tweet in G9:
[59] #lebenretten,geisteskrankem
[59] geisteskrankem,coronafanatismus
[59] coronafanatismus,die
[59] die,rote
[59] rote,karte
[59] karte,zeigen
[59] zeigen,jahr
[59] jahr,brabbelten
[59] brabbelten,die
[59] die,coronapropheten

Top Word Pairs in Tweet in G10:
[17] gruene_sachsen,planen
[17] planen,nächste
[17] nächste,woche
[17] woche,54
[17] 54,ldk
[17] ldk,lpz
[17] lpz,präsenz
[17] präsenz,durchzuführen
[17] durchzuführen,dieser
[17] dieser,ldk

Top Replied-To
Top Replied-To in Entire Graph:
@amref_kenya
@nataliegrams
@fordnation
@jkenney
@polizei_suedhe
@afdverdachtfall
@corneliusroemer
@sujitha315
@nutellaberliner
@cmoh_alberta

Top Replied-To in G1:
@nataliegrams
@eosphorosx
@bjoernmahe

Top Replied-To in G4:
@amref_kenya
@yednetworkke
@tagesschau
@albertoemachado

Top Replied-To in G5:
@dneuerer
@peter_simone

Top Replied-To in G7:
@dpaessler
@corneliusroemer
@quarkswdr
@timpete6
@regsprecher
@risklayer
@elvira_rosert
@dbk_online
@bodonoeske
@kinderdok

Top Replied-To in G8:
@procyon25

Top Replied-To in G10:
@sus_oe
@apothekerder
@__redcat

Top Mentioned
Top Mentioned in Entire Graph:
@nataliegrams
@ckemfert
@peter_simone
@fede_254
@salmansabir92
@amref_kenya
@who
@tomdabassman
@afd_hd
@moh_kenya

Top Mentioned in G1:
@nataliegrams
@peptorl
@awwwkid
@llemirinyolull
@maxlandero
@maxikoenig

Top Mentioned in G2:
@afdverbot2022
@easylivingfl
@contactlight69
@dyykvan
@ishanga21359350
@marissa_fh_ugm
@flooringdirectx

Top Mentioned in G3:
@ckemfert
@nataliegrams
@julia_verlinden
@pflegedie
@fraufoo
@peter_simone
@riffreporter
@albertoemachado
@peter_s

Top Mentioned in G4:
@fede_254
@amref_kenya
@who
@moh_kenya
@amref_worldwide
@peter_simone
@albertoemachado
@weks_note
@youthub_ke
@whokenya

Top Mentioned in G5:
@peter_simone
@nataliegrams
@ckemfert
@hanslak
@saarland_de
@tobiashans
@terliwetter
@celik_chn
@lehr_thorsten

Top Mentioned in G6:
@salmansabir92

Top Mentioned in G7:
@killoyle
@jensspahn
@rezomusik
@ernst_klaus
@quarkswdr
@nataliegrams
@risklayer
@karl_lauterbach
@corneliusroemer
@kolseb

Top Mentioned in G8:
@tomdabassman
@nataliegrams
@klaarglass
@procyon25
@afd_hd

Top Mentioned in G9:
@afd_hd

Top Mentioned in G10:
@gruene_sachsen
@andreas_spr
@ninohaustein
@peter_simone
@cdusachsen
@antispeciasista
@solisonntag
@aichilos
@zeidgenosse
@melaniewerysims

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@chrisbrey1
@wardj15
@easyworldnews
@johangreg
@kulturbolschewi
@viralvideovlogs
@walmart
@lndontretweets
@elkepoley

Top Tweeters in G1:
@semilocon
@danielalippke
@atomreisfleisch
@olympedegouges
@fritzquincke
@danielakayb
@andreas__nagel
@catinchief
@sixteentender
@simone0171

Top Tweeters in G2:
@inglamwetrust
@dawnegray3
@haquemarissa
@hillww1
@katrineberhardt
@johnkleinregina
@contactlight69
@mikev527
@lobbyfa
@fabcojim

Top Tweeters in G3:
@halleverkehrt
@thomasknorra
@klang_ruinen
@hexaflexagon
@karlaschnik
@nothankyou_16
@pia_purzella
@fraufoo
@geirrchris
@dare_dems

Top Tweeters in G4:
@tagesschau
@princeraymondke
@adrian_seereal
@magic2girl
@kokwet_ke
@iammukui
@dennajeal
@bennetowuonda
@felah_felix
@tneymashaah

Top Tweeters in G5:
@chrisbrey1
@cptleto
@alfred996
@martingaedt
@ker8mel
@hanslak
@pjakobs
@davepermen
@exitoilexitoel
@pflab

Top Tweeters in G6:
@ambitiousfree
@_imranwasim
@muhamadafzalecp
@digitaldecoded1
@fahaddurrani1
@bad_shah_khan19
@eareeb
@bouquetvibes
@jawadhaider
@faisaliqbal31

Top Tweeters in G7:
@faz_net
@focusonline
@derspiegel
@sz
@berlinerzeitung
@angiestone_
@zdfheute
@ennopark
@wdr2
@oistschikago

Top Tweeters in G8:
@connyro_bln
@katharina_munz
@aminsharaf
@marlhog1
@omisintheair
@franzhaid
@claas100
@klaarglass
@ssausp
@tomdabassman

Top Tweeters in G9:
@bernd471
@gulovesrkajol
@wattwurm13
@schwarzehexe5
@rot_pe
@berghonig
@burzel55a
@libra08101
@mic_eff
@franzenglert

Top Tweeters in G10:
@ap_saegge
@__redcat
@bewitchedmind
@beaute_du_noir_
@der_dude80
@achojo
@susanne45217800
@flummi1970
@baertiger
@annegretme


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