#FlattenTheCurve, Twitter, 4/17/2021 7:10:50 PM, 252965


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#FlattenTheCurve_2021-04-17_01-30-01.xlsx
#FlattenTheCurve_2021-04-17_01-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 17, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2OVOyJc
@nataliegrams
@albertoemachado
@ckemfert
@viralvideovlogs
@peter_simone
@amref_kenya
@fsorbara
@gtlem
@jsiculli
@salmansabir92

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

Description:
Description
The graph represents a network of 3,283 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 Saturday, 17 April 2021 at 08:33 UTC.

The requested start date was Saturday, 17 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, 13-hour, 13-minute period from Saturday, 03 April 2021 at 00:17 UTC to Friday, 16 April 2021 at 13:30 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 : 3283
Unique Edges : 1264
Edges With Duplicates : 6273
Total Edges : 7537
Number of Edge Types : 5
Retweet : 2434
MentionsInRetweet : 2747
Mentions : 642
Tweet : 1487
Replies to : 227
Self-Loops : 1515
Reciprocated Vertex Pair Ratio : 0.00827498408656906
Reciprocated Edge Ratio : 0.0164141414141414
Connected Components : 567
Single-Vertex Connected Components : 287
Maximum Vertices in a Connected Component : 1967
Maximum Edges in a Connected Component : 4748
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.531445
Graph Density : 0.000294019214823914
Modularity : 0.419727
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,283 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 Saturday, 17 April 2021 at 08:33 UTC.

The requested start date was Saturday, 17 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, 13-hour, 13-minute period from Saturday, 03 April 2021 at 00:17 UTC to Friday, 16 April 2021 at 13:30 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.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://www.radioafm.nl/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252430
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251969
[4] https://www.rcdhu.com/novel-coronavirus-covid-19-2/
[4] https://twitter.com/Amref_Kenya/status/1377876052249346051

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

Top URLs in Tweet in G2:
[10] 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.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[2] https://www.easylivingfl.com/mental-health-covid-19/
[2] https://www.easylivingfl.com/wellness-check-aging-parents
[1] https://www.tagesspiegel.de/politik/wir-sind-die-kurve-sich-noch-immer-privat-zu-treffen-ist-gefaehrlich-egoistisch/27057852.html
[1] https://twitter.com/SuzanneEvans1/status/1378259359961128966
[1] https://www.howsmyflattening.ca/

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=252095
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252529
[2] https://twitter.com/Amref_Kenya/status/1379074559362613256
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252794
[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:
[1] https://twitter.com/AHiddyCBC/status/1369374674380066817
[1] https://twitter.com/TheGentYYC/status/1381304241369706496
[1] https://www.15andfairness.org/covid19_help_now?sp_ref=708189999.392.204638.t.0.2
[1] https://twitter.com/jkenney/status/1381322862431137792
[1] https://twitter.com/EmmaLGraney/status/1379879657890217984
[1] https://edmontonjournal.com/news/politics/majority-of-albertas-covid-19-health-restrictions-could-be-lifted-in-june-premier
[1] https://twitter.com/shaw_sandy/status/1379544169757163522
[1] https://twitter.com/tylerwatt90/status/1379231196694056961

Top URLs in Tweet in G10:
[3] https://www.coviz.org/e2b/2021-04-07/
[2] https://www.coviz.org/e2b/2021-04-15/
[2] https://www.coviz.org/e2b/2021-04-03/
[2] https://www.coviz.org/e2b/2021-04-08/
[2] https://www.coviz.org/e2b/2021-04-10/
[2] https://www.coviz.org/e2b/2021-04-12/
[2] https://www.coviz.org/e2b/2021-04-13/
[2] https://www.coviz.org/e2b/2021-04-14/
[1] https://www.coviz.org/e2b/2021-04-16/
[1] https://www.coviz.org/e2b/2021-04-04/

Top Domains
Top Domains in Tweet in Entire Graph:
[178] twitter.com
[30] coviz.org
[26] nodexlgraphgallery.org
[22] instagram.com
[20] swarmapp.com
[17] google.com
[10] blogspot.com
[10] scitechdaily.com
[8] youtube.com
[7] thermogate.net

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

Top Domains in Tweet in G2:
[51] twitter.com
[20] swarmapp.com
[17] instagram.com
[15] google.com
[7] thermogate.net
[5] facebook.com
[5] pursuite.com
[4] easylivingfl.com
[3] mercerbradley.com
[3] themileageclub.com

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

Top Domains in Tweet in G4:
[24] 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:
[6] twitter.com
[1] 15andfairness.org
[1] edmontonjournal.com

Top Domains in Tweet in G10:
[30] coviz.org
[5] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3015] flattenthecurve
[842] inzidenz200
[548] wearamask
[512] covid19
[151] washyourhands
[148] stayhome
[148] leralla
[147] pienaarspoort
[145] saulsville
[128] coronavirus



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

Top Hashtags in Tweet in G2:
[403] flattenthecurve
[92] covid19
[41] stayhome
[41] socialdistancing
[30] coronavirus
[26] covid_19
[24] washyourhands
[23] stayathome
[23] wearamask
[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:
[112] covid19
[72] flattenthecurve
[26] easterweekend2021
[24] wearamask
[17] angamizacorona
[15] stayhome
[9] covidー19
[9] komeshacorona
[7] washyourhands
[7] staysafe

Top Hashtags in Tweet in G5:
[56] saarland
[52] flattenthecurve
[21] test
[19] katastrophe
[12] inzidenz200
[7] sciencematters
[7] stayathome
[7] wearamask
[7] washyourhands
[7] covid19

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

Top Hashtags in Tweet in G7:
[28] flattenthecurve
[6] ableg
[4] closeschoolsnow
[4] thirdwave
[3] lockdownsk
[3] covid19
[3] cdnpoli
[3] covid19ab
[3] checkthefreezerdoug
[3] vaccinateschoolstaff

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:
[70] covid19
[65] flattenthecurve
[31] coronavirus
[30] stayhome
[30] dataviz
[24] india
[21] datascience
[21] socialdistance
[21] coviz
[8] independence

Top Words
Top Words in Tweet in Entire Graph:
[3014] #flattenthecurve
[1019] die
[942] station
[920] jahr
[868] man
[855] pandemie
[851] nataliegrams
[842] #inzidenz200
[837] nennen
[837] politikversagen

Top Words in Tweet in G1:
[815] #flattenthecurve
[808] nataliegrams
[800] man
[799] jahr
[798] #inzidenz200
[797] pandemie
[797] nennen
[797] politikversagen
[8] besonders
[8] bemerkenswert

Top Words in Tweet in G2:
[402] #flattenthecurve
[92] #covid19
[49] die
[41] #stayhome
[41] #socialdistancing
[30] home
[30] #coronavirus
[26] #covid_19
[24] #washyourhands
[23] #stayathome

Top Words in Tweet in G3:
[546] die
[362] steigt
[181] neuer
[181] co2
[181] rekord
[181] hochgefährliche
[181] kurve
[181] weit
[181] zukunft
[181] weist

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

Top Words in Tweet in G5:
[115] die
[109] peter_simone
[81] inzidenz
[57] heute
[56] 100
[56] #saarland
[56] 125
[53] gestern
[52] #flattenthecurve
[52] sprunghafter

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:
[55] icu
[33] saskatchewan
[28] #flattenthecurve
[28] capacity
[27] drkyle
[27] beds
[27] covid
[26] left
[26] normally
[26] avaiable

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:
[70] #covid19
[65] #flattenthecurve
[31] #coronavirus
[30] #stayhome
[30] #dataviz
[24] #india
[23] today's
[23] global
[23] extrapolation
[23] chart

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[838] jahr,pandemie
[837] #flattenthecurve,#inzidenz200
[837] #inzidenz200,jahr
[837] pandemie,man
[837] man,nennen
[837] nennen,politikversagen
[836] nataliegrams,#flattenthecurve
[407] stopping,station
[368] next,stopping
[228] station,next

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

Top Word Pairs in Tweet in G2:
[24] #covid19,#flattenthecurve
[14] covid,19
[14] #flattenthecurve,#stayathome
[14] #flattenthecurve,#physicaldistancing
[13] #stayhome,#flattenthecurve
[13] #covid_19,#flattenthecurve
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use

Top Word Pairs in Tweet in G3:
[181] neuer,co2
[181] co2,rekord
[181] rekord,die
[181] die,hochgefährliche
[181] hochgefährliche,kurve
[181] kurve,die
[181] die,weit
[181] weit,die
[181] die,zukunft
[181] 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:
[56] inzidenz,#saarland
[52] sprunghafter,anstieg
[52] anstieg,inzidenz
[52] #saarland,vorgestern
[52] vorgestern,100
[52] 100,gestern
[52] gestern,104
[52] 104,heute
[52] heute,125
[52] 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:
[27] icu,capacity
[26] left,normally
[26] normally,avaiable
[26] avaiable,icu
[26] capacity,saskatchewan
[26] saskatchewan,41
[26] 41,beds
[26] beds,right
[26] right,current
[26] current,icu

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:
[30] #coronavirus,#stayhome
[30] #stayhome,#dataviz
[27] #covid19,#flattenthecurve
[23] today's,global
[23] global,#covid19
[23] #covid19,extrapolation
[23] extrapolation,chart
[23] chart,available
[23] available,#coronavirus
[21] #dataviz,#flattenthecurve

Top Replied-To
Top Replied-To in Entire Graph:
@amref_kenya
@nataliegrams
@govevers
@jkenney
@polizei_suedhe
@sujitha315
@nutellaberliner
@cmoh_alberta
@yednetworkke
@jjhorgan

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:
@jkenney
@cmoh_alberta
@paulisci
@drkyle
@buyloselhi
@rbinski13
@sherrynadeau1
@justintrudeau
@unfiltereddanno
@fordnation

Top Replied-To in G8:
@procyon25

Top Replied-To in G10:
@govwhitmer
@pmoindia

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

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
@i9nbuende
@monitorex_fotos
@saarland_de
@tobiashans
@terliwetter

Top Mentioned in G6:
@salmansabir92

Top Mentioned in G7:
@drkyle
@fordnation
@saskboy
@shaw_sandy
@skgov
@premierscottmoe
@dylanhudecki
@almcm_
@sflecce

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

Top Mentioned in G9:
@afd_hd

Top Mentioned in G10:
@coviz_org
@tacats99
@fsorbara
@rwth
@carpus_partner
@formitas_de
@mohfw_india
@isolationbot
@amref_kenya
@moh_kenya

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

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
@michael_kunz
@cptleto
@alfred996
@martingaedt
@ker8mel
@hanslak
@pjakobs
@davepermen
@exitoilexitoel

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

Top Tweeters in G7:
@grandma_hockey
@saskboy
@janfromthebruce
@thegentyyc
@beautifulred7
@gregfingas
@mitchell_ab
@saskie35
@realtenille
@giraffami

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:
@johangreg
@viralvideovlogs
@trendsinai
@hopealdridge
@fabriciosx
@godfrey_g_
@sheela__singh
@pyscalellc
@blackstembot
@srbachchan


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