#FlattenTheCurve, Twitter, 4/9/2021 2:13:26 PM, 252430


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#FlattenTheCurve_2021-04-09_01-25-41.xlsx
#FlattenTheCurve_2021-04-09_01-25-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 09, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/39Xfekc
@peter_simone
@albertoemachado
@madiemousie
@who
@juniimondd
@sumisu20834601
@bitterlemmer
@patriciakombo
@amref_worldwide
@amref_kenya

Top hashtags:
#flattenthecurve
#covid19
#wearamask
#stayhome
#berailsmart

Description:
Description
The graph represents a network of 2,466 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, 09 April 2021 at 08:28 UTC.

The requested start date was Tuesday, 06 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, 23-hour, 29-minute period from Tuesday, 23 March 2021 at 00:22 UTC to Monday, 05 April 2021 at 23:51 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 : 2466
Unique Edges : 1583
Edges With Duplicates : 4254
Total Edges : 5837
Number of Edge Types : 5
Retweet : 1510
MentionsInRetweet : 2051
Replies to : 241
Mentions : 701
Tweet : 1334
Self-Loops : 1364
Reciprocated Vertex Pair Ratio : 0.0160642570281124
Reciprocated Edge Ratio : 0.0316205533596838
Connected Components : 599
Single-Vertex Connected Components : 300
Maximum Vertices in a Connected Component : 843
Maximum Edges in a Connected Component : 2200
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.955643
Graph Density : 0.000416208097468369
Modularity : 0.448264
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,466 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, 09 April 2021 at 08:28 UTC.

The requested start date was Tuesday, 06 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, 23-hour, 29-minute period from Tuesday, 23 March 2021 at 00:22 UTC to Monday, 05 April 2021 at 23:51 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/
[10] https://thermogate.net/
[9] https://twitter.com/a_watch/status/1376057157691527168
[8] https://www.twitch.tv/nezuryu
[6] https://www.deutschland.de/en/news/coronavirus-in-germany-informations?utm_source=TWITTER&utm_medium=en_germany&utm_content=100001954458053%2B&utm_campaign=%5BNews%5D
[6] https://spiegel.de/
[5] https://www.kcore-analytics.com/search/?keyword=#FlattenTheCurve
[5] https://www.howsmyflattening.ca/
[4] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[4] https://aen-website.azurewebsites.net/en/eidm-during-covid-19

Top URLs in Tweet in G1:
[1] https://twitter.com/peter_simone/status/1375189501069385743
[1] https://twitter.com/janoschdahmen/status/1374292722887102466
[1] https://twitter.com/Karl_Lauterbach/status/1374637531413811203
[1] https://twitter.com/Reuters/status/1374663641467920385
[1] https://twitter.com/risklayer/status/1375582273219784706
[1] https://twitter.com/szaktuell/status/1376595012461428736
[1] https://twitter.com/risklayer/status/1376956456763854853
[1] https://twitter.com/MKreutzfeldt/status/1377266446301081606
[1] https://twitter.com/p_graichen/status/1375508845934485505
[1] https://twitter.com/DrEricDing/status/1377458679818108930

Top URLs in Tweet in G2:
[10] https://www.instagram.com/accounts/login/
[4] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://ocs.sesb.com.my/
[2] https://www.easylivingfl.com/things-to-do-during-coronavirus-social-isolation/
[2] https://robert-hans.pixels.com/
[2] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[1] https://www.tagesschau.de/inland/bund-laender-beschluss-105.html
[1] https://www.tagesschau.de/inland/innenpolitik/bund-laender-treffen-corona-101.html
[1] https://twitter.com/OlafGersemann/status/1374290849543098368
[1] https://twitter.com/nickmiroff/status/1374314930342670339

Top URLs in Tweet in G3:
[5] https://www.kcore-analytics.com/search/?keyword=#FlattenTheCurve
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252039
[2] https://healthcollab.org/thank-you-greater-cincinnati/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251062
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251398
[1] https://m.westfalen-blatt.de/OWL/Kreis-Lippe/Lage/4391626-Grossteil-der-1100-unter-Quarantaene-gesetzten-Mitglieder-getestet-300-Corona-Infizierte-nach-Ausbruch-in-Baptistengemeinde
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251889
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251969
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251145
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251212

Top URLs in Tweet in G5:
[1] https://twitter.com/jkwan_md/status/1379084597875576837
[1] https://nationalpost.com/news/canada/a-very-clear-shift-younger-people-getting-sicker-faster-with-covid-doctors-say
[1] https://www.ctvnews.ca/health/coronavirus/coronavirus-pandemic-how-experts-say-canada-can-escape-the-third-wave-1.5372514

Top URLs in Tweet in G6:
[9] https://twitter.com/a_watch/status/1376057157691527168
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251316
[1] https://twitter.com/WDRaktuell/status/1375704421892521985
[1] https://twitter.com/MarisHubschmid/status/1374349670164660230
[1] https://twitter.com/ntvde/status/1376032058095460352
[1] https://twitter.com/KSTA/status/1376752549336920064
[1] https://twitter.com/KSTA/status/1377138103043858433
[1] https://twitter.com/koeln_de/status/1377879726899990529
[1] https://twitter.com/KSTA/status/1378223709165604868
[1] https://twitter.com/WDRaktuell/status/1378753232521072640

Top URLs in Tweet in G7:
[1] https://twitter.com/StompSava/status/1375886400592183297
[1] https://www.youtube.com/watch?v=alVblEtjLUs&feature=youtu.be

[1] https://twitter.com/quarkswdr/status/1377902641297117184

Top URLs in Tweet in G9:
[1] https://www.newindianexpress.com/states/odisha/2021/apr/02/odisha-cm-naveen-patnaik-calls-upon-people-to-abide-by-covid-guidelines-2284830.amp

Top URLs in Tweet in G10:
[2] https://twitter.com/Karl_Lauterbach/status/1375418283814436869?s=19
[1] https://twitter.com/DorotheaHoffm15/status/1375446265278963717
[1] https://twitter.com/apfelkuechle/status/1378810633421008897

Top Domains
Top Domains in Tweet in Entire Graph:
[213] twitter.com
[36] coviz.org
[22] instagram.com
[19] swarmapp.com
[16] nodexlgraphgallery.org
[16] google.com
[12] youtube.com
[10] scitechdaily.com
[10] thermogate.net
[9] blogspot.com

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

Top Domains in Tweet in G2:
[70] twitter.com
[19] swarmapp.com
[17] instagram.com
[6] youtube.com
[4] linkedin.com
[4] mercerbradley.com
[3] com.my
[3] trendinghomenews.com
[3] onlinehomeestimate.com
[2] tagesschau.de

Top Domains in Tweet in G3:
[15] nodexlgraphgallery.org
[7] twitter.com
[5] kcore-analytics.com
[3] healthcollab.org
[2] youtube.com
[1] westfalen-blatt.de
[1] amref.org
[1] wikipedia.org
[1] openpetition.de

Top Domains in Tweet in G5:
[1] twitter.com
[1] nationalpost.com
[1] ctvnews.ca

Top Domains in Tweet in G6:
[17] twitter.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G7:
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G9:
[1] newindianexpress.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2169] flattenthecurve
[460] covid19
[413] wearamask
[158] stayhome
[146] berailsmart
[133] coronavirus
[125] washyourhands
[122] staysafe
[110] covid_19
[108] leralla



Top Hashtags in Tweet in G1:
[33] flattenthecurve
[13] ard
[10] sciencematters
[4] covid19
[3] hartaberfair
[2] wirsindmehr
[2] yestonocovid
[1] nichtselbstverständlich
[1] klimakrise
[1] zerocovid

Top Hashtags in Tweet in G2:
[432] flattenthecurve
[99] covid19
[42] stayhome
[40] wearamask
[38] washyourhands
[33] socialdistancing
[29] stayathome
[18] pandemic
[17] lockdown
[17] nocovid

Top Hashtags in Tweet in G3:
[119] flattenthecurve
[62] covid19
[33] schoolstrike
[33] beyondrecovery
[33] wearamask
[14] nocovid
[12] merkel
[12] söder
[10] easterweekend2021
[9] criticalmass

Top Hashtags in Tweet in G4:
[60] lebenretten
[1] flattenthecurve
[1] yestonocovid

Top Hashtags in Tweet in G5:
[41] flattenthecurve
[33] safeschoolsnow
[1] stopthespread
[1] savelives

Top Hashtags in Tweet in G6:
[40] flattenthecurve
[20] coronavirus
[20] covid19
[18] pandemie
[17] coronakrise
[9] inzidenz
[5] köln
[4] lockdown
[2] harterlockdownjetzt
[2] coronaleugner

Top Hashtags in Tweet in G7:
[26] flattenthecurve
[7] covid_19
[7] lebenretten
[7] staysafe
[6] zerocovid
[4] bundeslockdown
[3] harterlockdownjetzt
[3] stayhome
[3] schulenundkitaszu
[3] covid19

Top Hashtags in Tweet in G8:
[1] flattenthecurve

Top Hashtags in Tweet in G9:
[37] covid19
[29] coronavirus
[19] flattenthecurve
[4] odishacares

Top Hashtags in Tweet in G10:
[14] flattenthecurve
[12] yestonocovid
[9] politik
[9] politikversagen
[9] gesundheit
[9] sicherheit
[3] harterlockdownjetzt
[2] nocovidjetzt
[1] vollbremsungjetzt
[1] notbremsejetzt

Top Words
Top Words in Tweet in Entire Graph:
[2169] #flattenthecurve
[1404] die
[583] station
[484] train
[460] #covid19
[455] peter_simone
[413] #wearamask
[245] stopping
[234] kurve
[219] corona

Top Words in Tweet in G1:
[912] die
[422] peter_simone
[201] geht
[201] kurve
[201] corona
[200] decke
[200] co2
[200] konzentration
[200] atmosphäre
[200] infektionsrate

Top Words in Tweet in G2:
[432] #flattenthecurve
[99] #covid19
[61] die
[42] #stayhome
[40] #wearamask
[38] #washyourhands
[33] #socialdistancing
[32] home
[29] #stayathome
[23] mal

Top Words in Tweet in G3:
[119] #flattenthecurve
[62] #covid19
[52] die
[50] amref_kenya
[44] week
[39] patriciakombo
[37] preventive
[37] measures
[33] #schoolstrike
[33] 85

Top Words in Tweet in G4:
[121] die
[60] #lebenretten
[60] geisteskrankem
[60] coronafanatismus
[60] rote
[60] karte
[60] zeigen
[60] jahr
[60] brabbelten
[60] coronapropheten

Top Words in Tweet in G5:
[41] #flattenthecurve
[37] fordnation
[34] sflecce
[33] advice
[33] #safeschoolsnow
[32] york4_public_ed
[5] open
[4] going
[4] down
[4] weeks

Top Words in Tweet in G6:
[40] #flattenthecurve
[25] die
[20] #coronavirus
[20] #covid19
[18] #pandemie
[17] #coronakrise
[17] sieht
[17] exponentielle
[17] kurve
[16] arndhenze

Top Words in Tweet in G7:
[26] #flattenthecurve
[18] die
[11] mehr
[9] menschen
[7] ziegenwelt
[7] pandemie
[7] #covid_19
[7] keine
[7] luft
[7] bekommen

Top Words in Tweet in G8:
[39] dat
[39] weken
[38] leeft
[38] maar
[38] keer
[38] hè
[38] tijd
[38] krijg
[38] nooit
[38] meer

Top Words in Tweet in G9:
[42] hfwodisha
[37] #covid19
[29] #coronavirus
[27] wave
[24] over
[19] #flattenthecurve
[16] wear
[16] facemask
[16] properly
[15] together

Top Words in Tweet in G10:
[14] #flattenthecurve
[14] die
[13] brinkmannlab
[12] #yestonocovid
[9] sumisu20834601
[9] mariowettlaufer
[9] mach
[9] #politik
[9] #politikversagen
[9] #gesundheit

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[220] stopping,station
[217] die,kurve
[208] next,stopping
[204] die,corona
[202] geht,die
[201] kurve,geht
[201] die,decke
[201] decke,die
[201] die,co2
[201] co2,konzentration

Top Word Pairs in Tweet in G1:
[201] die,kurve
[200] kurve,geht
[200] geht,die
[200] die,decke
[200] decke,die
[200] die,co2
[200] co2,konzentration
[200] konzentration,atmosphäre
[200] atmosphäre,die
[200] die,corona

Top Word Pairs in Tweet in G2:
[50] #covid19,#flattenthecurve
[24] #socialdistancing,#washyourhands
[22] #wearamask,#socialdistancing
[19] #flattenthecurve,#stayhome
[18] #flattenthecurve,#stayathome
[14] #flattenthecurve,#physicaldistancing
[13] #stayhome,#flattenthecurve
[13] #washyourhands,#pandemic
[13] #pandemic,#quarantinelife
[13] #quarantinelife,#flattenthecurve

Top Word Pairs in Tweet in G3:
[37] #covid19,preventive
[37] preventive,measures
[33] #schoolstrike,week
[33] week,85
[33] 85,plastic
[33] plastic,pollution
[33] pollution,becoming
[33] becoming,big
[33] big,menace
[33] menace,country

Top Word Pairs in Tweet in G4:
[60] #lebenretten,geisteskrankem
[60] geisteskrankem,coronafanatismus
[60] coronafanatismus,die
[60] die,rote
[60] rote,karte
[60] karte,zeigen
[60] zeigen,jahr
[60] jahr,brabbelten
[60] brabbelten,die
[60] die,coronapropheten

Top Word Pairs in Tweet in G5:
[33] advice,fordnation
[33] fordnation,sflecce
[33] sflecce,#flattenthecurve
[33] #flattenthecurve,#safeschoolsnow
[32] york4_public_ed,advice
[2] davidpylyp,thetorontosun
[2] thetorontosun,fordnation
[2] fordnation,going
[2] going,continue
[2] continue,once

Top Word Pairs in Tweet in G6:
[17] #covid19,#pandemie
[17] sieht,exponentielle
[17] exponentielle,kurve
[17] kurve,#flattenthecurve
[16] arndhenze,sieht
[11] #coronavirus,#covid19
[9] #coronakrise,#covid19
[8] #coronakrise,#coronavirus
[8] #pandemie,#flattenthecurve
[7] update,#coronavirus

Top Word Pairs in Tweet in G7:
[7] die,pandemie
[7] keine,luft
[6] patrickkrink,thema
[6] thema,die
[6] pandemie,#covid_19
[6] #covid_19,lachen
[6] lachen,menschen
[6] menschen,keine
[6] luft,mehr
[6] mehr,bekommen

Top Word Pairs in Tweet in G8:
[38] leeft,maar
[38] maar,keer
[38] keer,hè
[38] hè,tijd
[38] tijd,krijg
[38] krijg,nooit
[38] nooit,meer
[38] meer,terug
[38] terug,dat
[38] dat,kostbaarste

Top Word Pairs in Tweet in G9:
[24] #covid19,over
[17] #flattenthecurve,#coronavirus
[16] wear,facemask
[16] facemask,properly
[15] wave,#covid19
[15] over,together
[15] together,#flattenthecurve
[15] #coronavirus,wear
[15] properly,whenever
[14] hfwodisha,wave

Top Word Pairs in Tweet in G10:
[9] mariowettlaufer,brinkmannlab
[9] brinkmannlab,mach
[9] mach,#yestonocovid
[9] #yestonocovid,#politik
[9] #politik,#politikversagen
[9] #politikversagen,#gesundheit
[9] #gesundheit,#sicherheit
[8] sumisu20834601,mariowettlaufer
[8] #sicherheit,#flat
[3] ziel,#flattenthecurve

Top Replied-To
Top Replied-To in Entire Graph:
@epsilon3141
@risklayer
@brand_sa
@karl_lauterbach
@yonifreedhoff
@mpkretschmer
@govevers
@akkiman
@bachmannrudi
@cdcgov

Top Replied-To in G1:
@peter_simone
@karl_lauterbach
@ulfposh

Top Replied-To in G3:
@epsilon3141
@volksverpetzer
@bundesstadtbonn
@chaosimkittel
@huhuzgz
@xavierancelin
@albertoemachado
@rapidtestsde
@michael_kunz
@dr_emergencydoc

Top Replied-To in G5:
@fordnation
@davidpylyp
@jamesjjryan

Top Replied-To in G6:
@karl_lauterbach
@rlpnews
@pelagicbird
@swr3
@___jeannette__

Top Replied-To in G7:
@risklayer
@caethan13
@corneliusroemer
@patrickkrink
@mpkretschmer
@mamazwitschert
@lasse_2006
@engel_re
@kopfyvonne
@lam3th

Top Replied-To in G10:
@bachmannrudi
@mariowettlaufer
@mpkretschmer
@waldifalk
@ahaschi
@ntvde
@mopo

Top Mentioned
Top Mentioned in Entire Graph:
@peter_simone
@afd_hd
@amref_kenya
@hfwodisha
@patriciakombo
@nickymonreau
@fordnation
@sflecce
@who
@york4_public_ed

Top Mentioned in G1:
@peter_simone
@c_drosten
@hanslak
@rki_de
@benjalvarez1
@einaugenschmaus
@afelia
@risklayer
@terliwetter
@n_roettgen

Top Mentioned in G2:
@rawvegandoctor
@rlizares
@agingwisely
@bryanahuston3
@thenmakeachange
@pos_chris
@thatduanepol
@rxaxlxf

Top Mentioned in G3:
@amref_kenya
@patriciakombo
@who
@moh_kenya
@amref_worldwide
@albertoemachado
@peter_simone
@daktari1
@bitterlemmer
@elvira_rosert

Top Mentioned in G4:
@afd_hd

Top Mentioned in G5:
@fordnation
@sflecce
@york4_public_ed
@thetorontosun
@kj_ashby
@davidpylyp
@roman_baber

Top Mentioned in G6:
@arndhenze
@koelnnews
@karl_lauterbach
@peter_simone
@kippelsnicole
@albertoemachado
@salmansabir92
@mertinsk
@kippels
@bildung_rlp

Top Mentioned in G7:
@ziegenwelt
@patrickkrink
@quarkswdr
@wdr
@icuprofessional
@mpkretschmer
@risklayer
@mr_geistesblitz
@peter_simone
@youtube

Top Mentioned in G8:
@nickymonreau

Top Mentioned in G9:
@hfwodisha
@naveen_odisha

Top Mentioned in G10:
@brinkmannlab
@sumisu20834601
@mariowettlaufer
@sachsenanhalt
@ntvde
@peter_simone
@zdf
@clauskleber
@heutejournal
@carenmiosga

Top Tweeters
Top Tweeters in Entire Graph:
@viralvideovlogs
@_l17r_
@marizsmn
@tzdiscovery
@c3kenneth
@trendsinai
@jaquearnoux
@foxnews
@littlewisehen
@schmidtlepp

Top Tweeters in G1:
@_l17r_
@schmidtlepp
@_arushinjitsu_
@cptleto
@btkrth
@cyrus_mcdugan
@aktiondemograph
@dubeateo
@martingaedt
@halleverkehrt

Top Tweeters in G2:
@drugsgunshentai
@michaelbranniga
@bettycjung
@robert_we
@destigrace1
@johnkleinregina
@slowslowfood
@surrey_atheist
@thatduanepol
@mikev527

Top Tweeters in G3:
@tzdiscovery
@michael_kunz
@birgitlissowsky
@s_msonia
@tagesschau
@motikat
@felicea
@kunkelmuhme
@jekra70
@noahsarkcrew

Top Tweeters in G4:
@bernd471
@gulovesrkajol
@wattwurm13
@schwarzehexe5
@rot_pe
@berghonig
@burzel55a
@libra08101
@mic_eff
@franzenglert

Top Tweeters in G5:
@thetorontosun
@normsworld
@davidpylyp
@jamesjjryan
@kj_ashby
@chrissyyelliot
@everydayisbest
@kezia_0123
@vicevans4148
@burkelush

Top Tweeters in G6:
@heiderosie
@alexabringmann
@fasnix
@colognerin
@angiestone_
@bwassertisch
@kotzenderstern
@boomel
@systemofakorn
@veronikaharz

Top Tweeters in G7:
@littlewisehen
@silvanafranconi
@duncanblues42
@youtube
@mok1967sg
@ziegenwelt
@wdr
@mamazwitschert
@munichstudent
@julian07646263

Top Tweeters in G8:
@spandproudofit
@servuspecum
@leo1965knokke
@sjaak_jacq
@rotterdam_anon
@miekehoogvliet
@nickymonreau
@mars_2807
@john_koste
@hfcbuma

Top Tweeters in G9:
@shashankbohidar
@ashishk73251354
@i_srittam
@reen2das
@iamitkumarpanda
@naveen_odisha
@hfwodisha
@jyotienggr
@dmnabarangpur
@jimmakebelieve

Top Tweeters in G10:
@ntvde
@zdf
@sz
@mopo
@bachmannrudi
@m_ziesmann
@stina2312
@berndpaysan
@waldifalk
@sylkowa