#FlattenTheCurve, Twitter, 4/6/2021 9:06:36 AM, 252095


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#FlattenTheCurve_2021-04-06_01-25-41.xlsx
#FlattenTheCurve_2021-04-06_01-25-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 06, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3cQj4xs
@peter_simone
@albertoemachado
@madiemousie
@juniimondd
@sumisu20834601
@bitterlemmer
@patriciakombo
@amref_worldwide
@who
@gaytip

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

Description:
Description
The graph represents a network of 2,328 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 Tuesday, 06 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, 13-hour, 6-minute period from Tuesday, 23 March 2021 at 00:22 UTC to Monday, 05 April 2021 at 13:28 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 : 2328
Unique Edges : 1472
Edges With Duplicates : 4040
Total Edges : 5512
Number of Edge Types : 5
Retweet : 1412
MentionsInRetweet : 1900
Tweet : 1302
Replies to : 226
Mentions : 672
Self-Loops : 1329
Reciprocated Vertex Pair Ratio : 0.0150927123760241
Reciprocated Edge Ratio : 0.0297366185216653
Connected Components : 567
Single-Vertex Connected Components : 285
Maximum Vertices in a Connected Component : 817
Maximum Edges in a Connected Component : 2062
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.937456
Graph Density : 0.000434537337722271
Modularity : 0.443638
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,328 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 Tuesday, 06 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, 13-hour, 6-minute period from Tuesday, 23 March 2021 at 00:22 UTC to Monday, 05 April 2021 at 13:28 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://aen-website.azurewebsites.net/en/eidm-during-covid-19
[4] https://www.coviz.org/e2b/2021-04-02/

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/
[3] https://ocs.sesb.com.my/
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[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://healthcollab.org/thank-you-greater-cincinnati/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251062
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252039
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251145
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251212
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251316
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251398
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251465
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251565

Top URLs in Tweet in G5:
[1] https://twitter.com/RafaelOsswald/status/1375501696428806144
[1] https://twitter.com/4linblue1/status/1376885817407381515
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251398

Top URLs in Tweet in G6:
[2] https://www.youtube.com/watch?v=alVblEtjLUs&feature=youtu.be

[1] https://twitter.com/StompSava/status/1375886400592183297
[1] https://twitter.com/quarkswdr/status/1377902641297117184

Top URLs in Tweet in G7:
[1] https://www.ctvnews.ca/health/coronavirus/coronavirus-pandemic-how-experts-say-canada-can-escape-the-third-wave-1.5372514
[1] https://nationalpost.com/news/canada/a-very-clear-shift-younger-people-getting-sicker-faster-with-covid-doctors-say

Top URLs in Tweet in G9:
[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 G10:
[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 Domains
Top Domains in Tweet in Entire Graph:
[206] twitter.com
[36] coviz.org
[21] youtube.com
[20] instagram.com
[19] swarmapp.com
[14] nodexlgraphgallery.org
[10] scitechdaily.com
[10] thermogate.net
[8] twitch.tv
[8] spiegel.de

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

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

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

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

Top Domains in Tweet in G6:
[2] twitter.com
[2] youtube.com

Top Domains in Tweet in G7:
[1] ctvnews.ca
[1] nationalpost.com

Top Domains in Tweet in G9:
[17] twitter.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G10:
[1] newindianexpress.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2079] flattenthecurve
[412] wearamask
[412] covid19
[154] stayhome
[146] berailsmart
[132] coronavirus
[124] washyourhands
[109] staysafe
[108] 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:
[413] flattenthecurve
[96] covid19
[40] stayhome
[40] wearamask
[38] washyourhands
[32] socialdistancing
[28] stayathome
[18] pandemic
[16] lockdown
[16] nocovid

Top Hashtags in Tweet in G3:
[102] flattenthecurve
[34] covid19
[32] wearamask
[32] schoolstrike
[32] beyondrecovery
[14] nocovid
[12] merkel
[12] söder
[10] easterweekend2021
[9] criticalmass

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

Top Hashtags in Tweet in G5:
[22] flattenthecurve
[6] pandemie
[4] lanz
[2] staatsversagen
[1] kidsfirst
[1] durchseuchung
[1] zerocovid
[1] backtobasics
[1] eigenschutz
[1] rettungsdienst

Top Hashtags in Tweet in G6:
[29] flattenthecurve
[7] staysafe
[6] covid_19
[6] lebenretten
[5] zerocovid
[4] bundeslockdown
[3] harterlockdownjetzt
[3] schulenundkitaszu
[3] covid19
[3] teamcdu

Top Hashtags in Tweet in G7:
[40] flattenthecurve
[33] safeschoolsnow
[1] savelives

Top Hashtags in Tweet in G8:
[1] flattenthecurve

Top Hashtags in Tweet in G9:
[38] flattenthecurve
[20] coronavirus
[20] covid19
[18] pandemie
[17] coronakrise
[9] inzidenz
[5] köln
[4] lockdown
[2] coronaleugner
[2] stuttgart

Top Hashtags in Tweet in G10:
[35] covid19
[29] coronavirus
[19] flattenthecurve
[4] odishacares

Top Words
Top Words in Tweet in Entire Graph:
[2079] #flattenthecurve
[1393] die
[583] station
[484] train
[453] peter_simone
[412] #wearamask
[412] #covid19
[245] stopping
[233] 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:
[413] #flattenthecurve
[96] #covid19
[61] die
[40] #stayhome
[40] #wearamask
[38] #washyourhands
[32] #socialdistancing
[30] home
[28] #stayathome
[23] curve

Top Words in Tweet in G3:
[102] #flattenthecurve
[43] week
[39] die
[37] patriciakombo
[34] #covid19
[32] #wearamask
[32] #schoolstrike
[32] 85
[32] plastic
[32] pollution

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

Top Words in Tweet in G5:
[22] #flattenthecurve
[17] die
[11] rafaelosswald
[7] bewältigung
[6] ausser
[6] politik
[6] genau
[6] nichts
[6] #pandemie
[6] beigetragen

Top Words in Tweet in G6:
[29] #flattenthecurve
[18] cdu
[16] die
[11] mehr
[8] menschen
[7] ziegenwelt
[7] pandemie
[7] risklayer
[7] #staysafe
[6] patrickkrink

Top Words in Tweet in G7:
[40] #flattenthecurve
[37] fordnation
[34] sflecce
[33] advice
[33] #safeschoolsnow
[32] york4_public_ed
[5] open
[4] down
[4] going
[4] weeks

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:
[38] #flattenthecurve
[25] die
[20] #coronavirus
[20] #covid19
[18] #pandemie
[17] #coronakrise
[17] sieht
[17] exponentielle
[17] kurve
[16] arndhenze

Top Words in Tweet in G10:
[40] hfwodisha
[35] #covid19
[29] #coronavirus
[27] wave
[24] over
[19] #flattenthecurve
[16] wear
[16] facemask
[16] properly
[15] together

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[220] stopping,station
[216] 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:
[48] #covid19,#flattenthecurve
[24] #socialdistancing,#washyourhands
[22] #wearamask,#socialdistancing
[18] #flattenthecurve,#stayhome
[17] #flattenthecurve,#stayathome
[14] #flattenthecurve,#physicaldistancing
[13] #stayhome,#flattenthecurve
[13] #washyourhands,#pandemic
[13] #pandemic,#quarantinelife
[13] #quarantinelife,#flattenthecurve

Top Word Pairs in Tweet in G3:
[32] #schoolstrike,week
[32] week,85
[32] 85,plastic
[32] plastic,pollution
[32] pollution,becoming
[32] becoming,big
[32] big,menace
[32] menace,country
[32] country,going
[32] going,#beyondrecovery

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

Top Word Pairs in Tweet in G5:
[6] ausser,#flattenthecurve
[6] #flattenthecurve,die
[6] die,politik
[6] politik,genau
[6] genau,nichts
[6] nichts,bewältigung
[6] bewältigung,#pandemie
[6] #pandemie,beigetragen
[5] rafaelosswald,ausser
[4] #flattenthecurve,massenmord

Top Word Pairs in Tweet in G6:
[7] die,pandemie
[6] patrickkrink,thema
[6] thema,die
[6] pandemie,#covid_19
[6] #covid_19,lachen
[6] lachen,menschen
[6] menschen,keine
[6] keine,luft
[6] luft,mehr
[6] mehr,bekommen

Top Word Pairs in Tweet in G7:
[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 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:
[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 G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@epsilon3141
@risklayer
@brand_sa
@karl_lauterbach
@mpkretschmer
@govevers
@akkiman
@bachmannrudi
@cdcgov
@tofuwa_bohu

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

Top Replied-To in G3:
@epsilon3141
@volksverpetzer
@bundesstadtbonn
@chaosimkittel
@albertoemachado
@huhuzgz
@xavierancelin
@bjornharras
@andreasprucha
@aktuelle_stunde

Top Replied-To in G5:
@rapidtestsde
@michael_kunz
@dr_emergencydoc
@marcintosch
@propylaeen
@lam3th
@caethan13

Top Replied-To in G6:
@risklayer
@corneliusroemer
@warrings
@patrickkrink
@mpkretschmer
@mamazwitschert
@lasse_2006
@engel_re
@kopfyvonne

Top Replied-To in G7:
@fordnation
@davidpylyp
@jamesjjryan

Top Replied-To in G9:
@karl_lauterbach
@___jeannette__
@pelagicbird

Top Mentioned
Top Mentioned in Entire Graph:
@peter_simone
@afd_hd
@hfwodisha
@nickymonreau
@patriciakombo
@fordnation
@sflecce
@york4_public_ed
@mygovnagaland
@amref_worldwide

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:
@patriciakombo
@amref_worldwide
@amref_kenya
@albertoemachado
@daktari1
@peter_simone
@bitterlemmer
@ringelkaro
@elvira_rosert
@ynohabialuz

Top Mentioned in G4:
@afd_hd

Top Mentioned in G5:
@rafaelosswald
@teamsnolly
@alexbeisenherz
@marypur1
@mintbubblefisch
@nurprivathier1
@annette_bulut
@miob1781
@larswienand
@peter_simone

Top Mentioned in G6:
@cdu
@ziegenwelt
@quarkswdr
@patrickkrink
@wdr
@arminlaschet
@warrings
@icuprofessional
@mpkretschmer
@risklayer

Top Mentioned in G7:
@fordnation
@sflecce
@york4_public_ed
@thetorontosun
@kj_ashby
@davidpylyp
@roman_baber

Top Mentioned in G8:
@nickymonreau

Top Mentioned in G9:
@arndhenze
@koelnnews
@karl_lauterbach
@peter_simone
@kippelsnicole
@albertoemachado
@salmansabir92
@mertinsk
@kippels
@mr_geistesblitz

Top Mentioned in G10:
@hfwodisha
@naveen_odisha

Top Tweeters
Top Tweeters in Entire Graph:
@viralvideovlogs
@_l17r_
@marizsmn
@tzdiscovery
@c3kenneth
@jaquearnoux
@foxnews
@littlewisehen
@schmidtlepp
@bernd471

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
@slowslowfood
@surrey_atheist
@mikev527
@thatduanepol
@queenmandjago

Top Tweeters in G3:
@tzdiscovery
@s_msonia
@tagesschau
@felicea
@kunkelmuhme
@jekra70
@noahsarkcrew
@21wire
@klickhouse
@huhuzgz

Top Tweeters in G4:
@bernd471
@gulovesrkajol
@wattwurm13
@rot_pe
@berghonig
@burzel55a
@libra08101
@mic_eff
@franzenglert
@r753_rfw753

Top Tweeters in G5:
@michael_kunz
@bild
@birgitlissowsky
@derspiegel
@motikat
@anonnewsde
@heischonin
@larswienand
@cducsubt
@juniimondd

Top Tweeters in G6:
@littlewisehen
@silvanafranconi
@duncanblues42
@youtube
@mok1967sg
@pijaykay
@cdu
@ziegenwelt
@wdr
@mamazwitschert

Top Tweeters in G7:
@thetorontosun
@normsworld
@davidpylyp
@jamesjjryan
@kj_ashby
@chrissyyelliot
@everydayisbest
@kezia_0123
@vicevans4148
@burkelush

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

Top Tweeters in G9:
@heiderosie
@alexabringmann
@fasnix
@colognerin
@angiestone_
@kotzenderstern
@bwassertisch
@boomel
@systemofakorn
@veronikaharz

Top Tweeters in G10:
@shashankbohidar
@ashishk73251354
@i_srittam
@reen2das
@iamitkumarpanda
@naveen_odisha
@hfwodisha
@jyotienggr
@dmnabarangpur
@jimmakebelieve


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