#FlattenTheCurve, Twitter, 4/18/2021 2:09:10 PM, 253025


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#FlattenTheCurve_2021-04-18_01-30-42.xlsx
#FlattenTheCurve_2021-04-18_01-30-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 18, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3gjWkYJ
@nataliegrams
@albertoemachado
@ckemfert
@peter_simone
@viralvideovlogs
@amref_kenya
@salmansabir92
@fede_254
@fsorbara
@gtlem

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

Description:
Description
The graph represents a network of 3,192 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 Sunday, 18 April 2021 at 08:33 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 12-day, 12-hour, 23-minute period from Sunday, 04 April 2021 at 01:07 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 : 3192
Unique Edges : 1206
Edges With Duplicates : 6126
Total Edges : 7332
Number of Edge Types : 5
Retweet : 2393
MentionsInRetweet : 2696
Mentions : 596
Tweet : 1433
Replies to : 214
Self-Loops : 1460
Reciprocated Vertex Pair Ratio : 0.00848563968668407
Reciprocated Edge Ratio : 0.0168284789644013
Connected Components : 539
Single-Vertex Connected Components : 273
Maximum Vertices in a Connected Component : 1928
Maximum Edges in a Connected Component : 4642
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.312734
Graph Density : 0.000303367318327156
Modularity : 0.418995
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,192 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 Sunday, 18 April 2021 at 08:33 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 12-day, 12-hour, 23-minute period from Sunday, 04 April 2021 at 01:07 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:
[11] https://www.instagram.com/accounts/login/
[7] https://thermogate.net/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252618
[5] http://2.PAY
[5] https://www.twitch.tv/nezuryu
[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:
[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.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.linkedin.com/slink?code=gG7TVCX
[1] http://Www.contactlight.de
[1] https://twitter.com/PoliticsForAlI/status/1378626742684954627

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 G9:
[3] https://www.coviz.org/e2b/2021-04-07/
[2] https://www.coviz.org/e2b/2021-04-15/
[2] https://www.coviz.org/e2b/2021-04-08/
[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/
[1] https://www.coviz.org/e2b/2021-04-05/

Top URLs in Tweet in G10:
[1] https://twitter.com/Syngenta/status/1378422336899141633
[1] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/latest-travel-health-advice.html#f

Top Domains
Top Domains in Tweet in Entire Graph:
[169] twitter.com
[28] coviz.org
[24] nodexlgraphgallery.org
[19] instagram.com
[18] swarmapp.com
[15] 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:
[46] twitter.com
[18] swarmapp.com
[15] instagram.com
[13] google.com
[7] thermogate.net
[5] facebook.com
[5] pursuite.com
[4] easylivingfl.com
[3] mercerbradley.com
[3] flooringdirecttexas.com

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

Top Domains in Tweet in G4:
[22] 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 G9:
[28] coviz.org
[5] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com
[1] canada.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2920] flattenthecurve
[842] inzidenz200
[541] wearamask
[493] covid19
[148] washyourhands
[148] leralla
[147] pienaarspoort
[145] saulsville
[136] stayhome
[121] 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:
[378] flattenthecurve
[91] covid19
[40] socialdistancing
[36] stayhome
[29] coronavirus
[24] covid_19
[22] stayathome
[22] wearamask
[22] washyourhands
[18] 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:
[110] covid19
[67] flattenthecurve
[26] easterweekend2021
[22] 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:
[4] flattenthecurve
[1] inzidenz200
[1] flattentheeconomy
[1] asexpected
[1] testhoax
[1] lebenretten

Top Hashtags in Tweet in G8:
[59] lebenretten
[1] flattenthecurve
[1] yestonocovid

Top Hashtags in Tweet in G9:
[64] covid19
[60] flattenthecurve
[29] coronavirus
[28] stayhome
[28] dataviz
[24] india
[20] datascience
[20] socialdistance
[20] coviz
[8] independence

Top Hashtags in Tweet in G10:
[42] climatestrikeonline
[39] fridaysforfuture
[27] flattenthecurve
[23] climatestrike
[15] schoolstrike
[15] beyondrecovery
[12] climateaction
[11] saveourplanet
[11] saveamazoniaforest
[11] climatecrisis

Top Words
Top Words in Tweet in Entire Graph:
[2919] #flattenthecurve
[1003] die
[942] station
[918] jahr
[864] man
[852] 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:
[377] #flattenthecurve
[91] #covid19
[46] die
[40] #socialdistancing
[36] #stayhome
[29] #coronavirus
[29] home
[24] #covid_19
[22] #stayathome
[22] covid

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
[110] #covid19
[109] measures
[90] 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:
[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 G8:
[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 G9:
[64] #covid19
[60] #flattenthecurve
[29] #coronavirus
[28] #stayhome
[28] #dataviz
[24] #india
[21] today's
[21] global
[21] extrapolation
[21] chart

Top Words in Tweet in G10:
[68] week
[47] climate
[43] patriciakombo
[42] #climatestrikeonline
[39] #fridaysforfuture
[33] gretathunberg
[30] school
[30] strike
[30] 90
[30] planet

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
[13] #stayhome,#flattenthecurve
[13] #flattenthecurve,#stayathome
[13] #flattenthecurve,#physicaldistancing
[12] #covid_19,#flattenthecurve
[12] cases,declined
[12] declined,stay
[12] stay,aware
[12] 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:
[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 G8:
[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 G9:
[28] #coronavirus,#stayhome
[28] #stayhome,#dataviz
[23] #covid19,#flattenthecurve
[21] today's,global
[21] global,#covid19
[21] #covid19,extrapolation
[21] extrapolation,chart
[21] chart,available
[21] available,#coronavirus
[20] #dataviz,#flattenthecurve

Top Word Pairs in Tweet in G10:
[31] #climatestrikeonline,gretathunberg
[30] school,strike
[30] strike,week
[30] week,90
[30] 90,planet
[30] planet,#climatestrikeonline
[30] gretathunberg,#fridaysforfuture
[29] patriciakombo,school
[28] #fridaysforfuture,#schoolstrike4climat
[23] 82nd,week

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

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:
@procyon25

Top Replied-To in G9:
@govwhitmer
@pmoindia

Top Replied-To in G10:
@michaelemann
@dirtnerder

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:
@tomdabassman
@nataliegrams
@klaarglass
@procyon25
@afd_hd

Top Mentioned in G8:
@afd_hd

Top Mentioned in G9:
@coviz_org
@tacats99
@fsorbara
@rwth
@carpus_partner
@formitas_de
@mohfw_india
@isolationbot
@amref_kenya
@moh_kenya

Top Mentioned in G10:
@patriciakombo
@gretathunberg
@cevikushb
@tukwa2
@gretathu
@ynohabialuz
@markusmaiwald2
@syngenta
@fridays4future
@govcanhealth

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:
@connyro_bln
@katharina_munz
@aminsharaf
@marlhog1
@omisintheair
@franzhaid
@claas100
@klaarglass
@ssausp
@tomdabassman

Top Tweeters in G8:
@bernd471
@gulovesrkajol
@wattwurm13
@schwarzehexe5
@rot_pe
@berghonig
@burzel55a
@libra08101
@mic_eff
@franzenglert

Top Tweeters in G9:
@johangreg
@viralvideovlogs
@trendsinai
@hopealdridge
@fabriciosx
@godfrey_g_
@sheela__singh
@pyscalellc
@blackstembot
@srbachchan

Top Tweeters in G10:
@gezgintrk
@dawnroseturner
@ourfuturebot
@noche_y_calima
@wef
@redmayne_robert
@sustaintrends
@michaelemann
@fffbot1
@geraldkutney


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