#FlattenTheCurve, Twitter, 4/10/2021 11:44:18 AM, 252529


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#FlattenTheCurve_2021-04-10_01-30-02.xlsx
#FlattenTheCurve_2021-04-10_01-30-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 10, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3d3nEs6
@peter_simone
@albertoemachado
@salmansabir92
@amref_kenya
@fede_254
@who
@karl_lauterbach
@amref_worldwide
@sumisu20834601
@madiemousie

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

Description:
Description
The graph represents a network of 2,488 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, 10 April 2021 at 08:32 UTC.

The requested start date was Saturday, 10 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, 12-hour, 38-minute period from Saturday, 27 March 2021 at 00:44 UTC to Friday, 09 April 2021 at 13:22 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 : 2488
Unique Edges : 1538
Edges With Duplicates : 4585
Total Edges : 6123
Number of Edge Types : 5
Mentions : 655
Tweet : 1292
Retweet : 1687
MentionsInRetweet : 2294
Replies to : 195
Self-Loops : 1325
Reciprocated Vertex Pair Ratio : 0.0145038167938931
Reciprocated Edge Ratio : 0.0285929270127916
Connected Components : 571
Single-Vertex Connected Components : 279
Maximum Vertices in a Connected Component : 883
Maximum Edges in a Connected Component : 2524
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.992859
Graph Density : 0.000429564927332741
Modularity : 0.448045
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,488 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, 10 April 2021 at 08:32 UTC.

The requested start date was Saturday, 10 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, 12-hour, 38-minute period from Saturday, 27 March 2021 at 00:44 UTC to Friday, 09 April 2021 at 13:22 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:
[12] https://www.instagram.com/accounts/login/
[9] https://twitter.com/a_watch/status/1376057157691527168
[7] 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
[5] https://www.kcore-analytics.com/search/?keyword=#FlattenTheCurve
[5] https://twitter.com/Amref_Kenya/status/1377876052249346051
[5] http://2.PAY
[5] https://www.howsmyflattening.ca/
[5] https://thermogate.net/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251969

Top URLs in Tweet in G1:
[1] https://twitter.com/maybritillner/status/1380258760996847617
[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/SAARTEXT/status/1379833204832632841?s=20
[1] https://twitter.com/SAARTEXT/status/1380137608030863367
[1] https://twitter.com/DrEricDing/status/1377458679818108930
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251398

Top URLs in Tweet in G2:
[8] https://www.instagram.com/accounts/login/
[5] https://www.howsmyflattening.ca/
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://ocs.sesb.com.my/
[2] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[2] https://www.easylivingfl.com/wellness-check-aging-parents
[1] https://twitter.com/gforestier/status/1375200913871241219
[1] https://twitter.com/textaufgabe/status/1243595352344854535
[1] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fpolitik%2Fdeutschland%2F2021-03%2Fcorona-pandemie-intensivmediziner-lockdown-lockerungen-reaktionen%3Fwt_zmc%3Dsm.int.zonaudev.twitter.ref.zeitde.redpost.link.x%26utm_medium%3Dsm%26utm_source%3Dtwitter_zonaudev_int%26utm_campaign%3Dref%26utm_content%3Dzeitde_redpost_link_x
[1] https://www.brainbubbles.de/collections/cure-stupid

Top URLs in Tweet in G3:
[5] https://www.kcore-analytics.com/search/?keyword=#FlattenTheCurve
[5] https://twitter.com/Amref_Kenya/status/1377876052249346051
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251969
[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=252095
[2] https://twitter.com/Amref_Kenya/status/1379074559362613256
[1] https://twitter.com/gavi/status/1379154371599081478
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252370
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251398

Top URLs in Tweet in G7:
[9] https://twitter.com/a_watch/status/1376057157691527168
[2] https://twitter.com/venicaz/status/1376072840752066562?s=20
[1] https://twitter.com/DNoisternig/status/1375482872140861449?s=20
[1] https://twitter.com/DrCWerner/status/1375744416128892935?s=20
[1] https://twitter.com/DIVI_eV/status/1375820700250955776?s=20
[1] https://twitter.com/venicaz/status/1376072840752066562
[1] https://twitter.com/DonQuij51759466/status/1379055909335400448
[1] https://twitter.com/c_drosten/status/1380058204927885314
[1] https://twitter.com/WDRaktuell/status/1375704421892521985
[1] https://twitter.com/ntvde/status/1376032058095460352

Top URLs in Tweet in G8:
[1] https://twitter.com/shaw_sandy/status/1379544169757163522
[1] https://twitter.com/tylerwatt90/status/1379231196694056961
[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 G9:
[2] https://www.youtube.com/watch?v=alVblEtjLUs&feature=youtu.be

[1] https://twitter.com/StompSava/status/1375886400592183297
[1] https://www.youtube.com/watch?v=2UNq8xhl9UE&feature=youtu.be

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

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:
[199] twitter.com
[38] coviz.org
[19] instagram.com
[17] google.com
[17] nodexlgraphgallery.org
[17] swarmapp.com
[13] youtube.com
[11] scitechdaily.com
[7] linkedin.com
[7] twitch.tv

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

Top Domains in Tweet in G2:
[57] twitter.com
[17] swarmapp.com
[13] instagram.com
[6] youtube.com
[5] linkedin.com
[5] howsmyflattening.ca
[5] pursuite.com
[3] mercerbradley.com
[3] themileageclub.com
[3] com.my

Top Domains in Tweet in G3:
[16] nodexlgraphgallery.org
[8] twitter.com
[5] kcore-analytics.com
[3] healthcollab.org

Top Domains in Tweet in G7:
[25] twitter.com

Top Domains in Tweet in G8:
[3] twitter.com
[1] nationalpost.com
[1] ctvnews.ca

Top Domains in Tweet in G9:
[3] youtube.com
[2] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2068] flattenthecurve
[522] covid19
[389] wearamask
[162] stayhome
[149] berailsmart
[142] washyourhands
[133] coronavirus
[128] staysafe
[116] leralla
[109] covid_19



Top Hashtags in Tweet in G1:
[29] flattenthecurve
[13] ard
[7] sciencematters
[3] hartaberfair
[1] illner
[1] nichtselbstverständlich
[1] klimakrise
[1] zerocovid
[1] yestonocovid
[1] teamwissenschaft

Top Hashtags in Tweet in G2:
[374] flattenthecurve
[71] covid19
[33] stayhome
[31] socialdistancing
[26] wearamask
[23] stayathome
[22] washyourhands
[19] coronavirus
[16] worldhealthday
[14] lockdown

Top Hashtags in Tweet in G3:
[145] covid19
[98] flattenthecurve
[42] wearamask
[33] easterweekend2021
[18] angamizacorona
[9] stayhome
[9] komeshacorona
[8] covidー19
[7] washyourhands
[7] staysafe

Top Hashtags in Tweet in G4:
[1] getvaccinated
[1] shaukatkhanum
[1] savelives
[1] flattenthecurve
[1] actresponsible
[1] getyourjib

Top Hashtags in Tweet in G5:
[2] flattenthecurve
[1] flattentheeconomy
[1] asexpected

Top Hashtags in Tweet in G6:
[60] lebenretten
[1] flattenthecurve
[1] yestonocovid

Top Hashtags in Tweet in G7:
[55] flattenthecurve
[14] coronavirus
[14] covid19
[12] pandemie
[11] pflegekräfteentlasten
[11] coronakrise
[10] intensivbetten
[8] inzidenz
[7] lockdown
[6] btw21

Top Hashtags in Tweet in G8:
[42] flattenthecurve
[33] safeschoolsnow
[3] checkthefreezerdoug
[3] closeschoolsnow
[3] vaccinateschoolstaff
[1] lockdown
[1] votefordout2022
[1] firelecce
[1] stopthespread
[1] savelives

Top Hashtags in Tweet in G9:
[25] flattenthecurve
[8] lebenretten
[7] covid_19
[7] covid19
[7] staysafe
[5] zerocovid
[4] harterlockdownjetzt
[4] bundeslockdown
[3] brandenburg
[2] schulenkitasbueroszu

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

Top Words
Top Words in Tweet in Entire Graph:
[2068] #flattenthecurve
[1103] die
[722] station
[522] #covid19
[508] train
[389] #wearamask
[359] peter_simone
[285] covid
[262] stopping
[230] 19

Top Words in Tweet in G1:
[708] die
[332] peter_simone
[168] corona
[168] geht
[167] kurve
[167] decke
[167] co2
[167] konzentration
[167] atmosphäre
[167] infektionsrate

Top Words in Tweet in G2:
[374] #flattenthecurve
[71] #covid19
[51] die
[33] #stayhome
[31] #socialdistancing
[26] #wearamask
[23] #stayathome
[23] home
[22] #washyourhands
[20] zwerenberg

Top Words in Tweet in G3:
[145] #covid19
[119] covid
[119] 19
[114] safe
[113] measures
[112] fede_254
[112] care
[98] #flattenthecurve
[98] amref_kenya
[82] people

Top Words in Tweet in G4:
[203] really
[101] hey
[101] guys
[101] shaukat
[101] khanum
[101] lahore
[101] doing
[101] vaccination
[101] walk
[101] yes

Top Words in Tweet in G5:
[63] zwei
[55] gibt
[55] möglichkeiten
[55] immunisierung
[55] durchgemachte
[55] erkrankung
[55] impfung
[55] beides
[55] erfolgreich
[54] tomdabassman

Top Words in Tweet in G6:
[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 G7:
[55] #flattenthecurve
[20] die
[17] sieht
[17] exponentielle
[17] kurve
[16] arndhenze
[14] #coronavirus
[14] #covid19
[12] #pandemie
[11] #pflegekräfteentlasten

Top Words in Tweet in G8:
[42] #flattenthecurve
[41] fordnation
[34] sflecce
[33] advice
[33] #safeschoolsnow
[32] york4_public_ed
[7] health
[6] make
[5] call
[5] open

Top Words in Tweet in G9:
[25] #flattenthecurve
[20] die
[9] menschen
[9] cdu
[8] ziegenwelt
[8] #lebenretten
[7] #covid_19
[7] bekommen
[7] keine
[7] luft

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[241] stopping,station
[227] covid,19
[217] next,stopping
[182] die,kurve
[171] die,corona
[167] kurve,geht
[167] geht,die
[167] die,decke
[167] decke,die
[167] die,co2

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

Top Word Pairs in Tweet in G2:
[23] #covid19,#flattenthecurve
[14] #flattenthecurve,#physicaldistancing
[13] #flattenthecurve,#stayathome
[12] #stayhome,#flattenthecurve
[11] schwarzwald,#flattenthecurve
[10] #socialdistancing,#washyourhands
[10] #flattenthecurve,#besafeoutthere
[10] zwerenberg,schwarzwald
[10] #physicaldistancing,zwerenberg
[9] #flattenthecurve,#stayhome

Top Word Pairs in Tweet in G3:
[119] covid,19
[73] observe,covid
[71] preventive,measures
[71] love,care
[71] care,yourself
[71] yourself,people
[71] people,near
[71] near,please
[71] please,observe
[71] 19,protocols

Top Word Pairs in Tweet in G4:
[102] really,really
[101] hey,guys
[101] guys,shaukat
[101] shaukat,khanum
[101] khanum,lahore
[101] lahore,doing
[101] doing,vaccination
[101] vaccination,walk
[101] walk,yes
[101] yes,waiting

Top Word Pairs in Tweet in G5:
[55] gibt,zwei
[55] zwei,möglichkeiten
[55] möglichkeiten,immunisierung
[55] immunisierung,durchgemachte
[55] durchgemachte,erkrankung
[55] erkrankung,impfung
[55] impfung,beides
[55] beides,erfolgreich
[54] tomdabassman,gibt
[54] erfolgreich,ve

Top Word Pairs in Tweet in G6:
[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 G7:
[17] sieht,exponentielle
[17] exponentielle,kurve
[17] kurve,#flattenthecurve
[16] arndhenze,sieht
[10] #pflegekräfteentlasten,#intensivbetten
[10] #covid19,#pandemie
[8] #coronakrise,#covid19
[7] #pandemie,#flattenthecurve
[6] #flattenthecurve,#abstand
[6] #abstand,#maske

Top Word Pairs in Tweet in G8:
[33] advice,fordnation
[33] fordnation,sflecce
[33] sflecce,#flattenthecurve
[33] #flattenthecurve,#safeschoolsnow
[32] york4_public_ed,advice
[4] shaw_sandy,teacher
[4] teacher,parent
[4] parent,believe
[4] believe,took
[4] took,toronto

Top Word Pairs in Tweet in G9:
[7] keine,luft
[7] die,pandemie
[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 G10:
[24] #covid19,over
[17] #flattenthecurve,#coronavirus
[16] wear,facemask
[16] facemask,properly
[15] spitting,public
[15] public,places
[15] places,lead
[15] lead,spreading
[15] spreading,#covid19
[15] #covid19,infection

Top Replied-To
Top Replied-To in Entire Graph:
@amref_kenya
@polizei_suedhe
@yednetworkke
@frankfurtzack
@quarkswdr
@olafgersemann
@jkenney
@corneliusroemer
@tagesschau
@yonifreedhoff

Top Replied-To in G1:
@ulfposh
@peter_simone

Top Replied-To in G3:
@amref_kenya
@yednetworkke
@huhuzgz
@xavierancelin
@albertoemachado

Top Replied-To in G7:
@corneliusroemer
@cwoehli
@olafscholz
@eskensaskia
@rki_de
@zdfheute
@___jeannette__
@fischerin5
@bmg_bund

Top Replied-To in G8:
@fordnation
@davidpylyp

Top Replied-To in G9:
@mpkretschmer
@warrings
@caethan13
@patrickkrink
@quarkswdr
@mamazwitschert

Top Mentioned
Top Mentioned in Entire Graph:
@peter_simone
@fede_254
@salmansabir92
@amref_kenya
@who
@afd_hd
@moh_kenya
@tomdabassman
@hfwodisha
@amref_worldwide

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

Top Mentioned in G2:
@afdverbot2022
@thenmakeachange
@pos_chris
@thatduanepol
@rxaxlxf
@schan_tdsb
@flooringdirectx
@dyykvan

Top Mentioned in G3:
@fede_254
@amref_kenya
@who
@moh_kenya
@amref_worldwide
@albertoemachado
@peter_simone
@daktari1
@juniimondd
@yednetworkke

Top Mentioned in G4:
@salmansabir92

Top Mentioned in G5:
@tomdabassman
@malibu_biff

Top Mentioned in G6:
@afd_hd
@tomdabassman

Top Mentioned in G7:
@arndhenze
@jensspahn
@karl_lauterbach
@bluethenstaub
@koelnnews
@venicaz
@olafscholz
@ka_e_vo
@jokoundklaas
@bmg_bund

Top Mentioned in G8:
@fordnation
@sflecce
@york4_public_ed
@shaw_sandy
@dylanhudecki
@jformane
@thetorontosun
@kj_ashby
@davidpylyp

Top Mentioned in G9:
@ziegenwelt
@quarkswdr
@patrickkrink
@cdu
@wdr
@arminlaschet
@youtube
@mr_geistesblitz
@icuprofessional
@peter_simone

Top Mentioned in G10:
@hfwodisha
@naveen_odisha

Top Tweeters
Top Tweeters in Entire Graph:
@kulturbolschewi
@viralvideovlogs
@lndontretweets
@marizsmn
@tzdiscovery
@c3kenneth
@welt
@trendsinai
@jaquearnoux
@gezgintrk

Top Tweeters in G1:
@schmidtlepp
@_arushinjitsu_
@btkrth
@cyrus_mcdugan
@alfred996
@aktiondemograph
@dubeateo
@pfil1312
@hanslak
@wiese_r

Top Tweeters in G2:
@inglamwetrust
@drugsgunshentai
@michaelbranniga
@bettycjung
@hillww1
@destigrace1
@johnkleinregina
@slowslowfood
@thatduanepol
@mikev527

Top Tweeters in G3:
@viralvideovlogs
@tzdiscovery
@s_msonia
@adrian_seereal
@magic2girl
@21wire
@kokwet_ke
@iammukui
@huhuzgz
@bennetowuonda

Top Tweeters in G4:
@ambitiousfree
@_imranwasim
@muhamadafzalecp
@digitaldecoded1
@fahaddurrani1
@bad_shah_khan19
@eareeb
@bouquetvibes
@jawadhaider
@faisaliqbal31

Top Tweeters in G5:
@connyro_bln
@katharina_munz
@jane_banane__
@aminsharaf
@marlhog1
@claas100
@franzhaid
@omisintheair
@ssausp
@tomdabassman

Top Tweeters in G6:
@bernd471
@gulovesrkajol
@wattwurm13
@schwarzehexe5
@rot_pe
@berghonig
@burzel55a
@libra08101
@mic_eff
@franzenglert

Top Tweeters in G7:
@jaquearnoux
@littlewisehen
@heiderosie
@alexabringmann
@fasnix
@drthomasbruns
@colognerin
@angiestone_
@arnoldschiller
@rubenspruck

Top Tweeters in G8:
@thetorontosun
@normsworld
@davidpylyp
@janfromthebruce
@jamesjjryan
@kj_ashby
@candygirlflies
@chrissyyelliot
@everydayisbest
@kezia_0123

Top Tweeters in G9:
@der_dutschi
@zdf
@cayleyguimaraes
@silvanafranconi
@hundeoma
@youtube
@pijaykay
@cdu
@ziegenwelt
@wdr

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


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