#FlattenTheCurve, Twitter, 5/14/2021 2:29:58 PM, 254748


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#FlattenTheCurve_2021-05-14_01-18-53.xlsx
#FlattenTheCurve_2021-05-14_01-18-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 14, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3w3qbt6
@albertoemachado
@dafeid
@yednetworkke
@john_mcguirk
@psampathkumarmd
@karlerbach
@systemanalysen
@superkalifragi4
@steven_tober
@sanewski

Top hashtags:
#flattenthecurve
#covid19
#washyourhands
#angamizacorona

Description:
Description
The graph represents a network of 2,646 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, 14 May 2021 at 08:22 UTC.

The requested start date was Friday, 14 May 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, 11-hour, 34-minute period from Friday, 30 April 2021 at 00:49 UTC to Thursday, 13 May 2021 at 12:24 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 : 2646
Unique Edges : 1208
Edges With Duplicates : 6079
Total Edges : 7287
Number of Edge Types : 5
Tweet : 1248
Retweet : 2330
MentionsInRetweet : 2855
Mentions : 704
Replies to : 150
Self-Loops : 1282
Reciprocated Vertex Pair Ratio : 0.00962910128388017
Reciprocated Edge Ratio : 0.0190745319675026
Connected Components : 476
Single-Vertex Connected Components : 219
Maximum Vertices in a Connected Component : 1216
Maximum Edges in a Connected Component : 3872
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.13419
Graph Density : 0.000404505427459789
Modularity : 0.39597
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,646 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, 14 May 2021 at 08:22 UTC.

The requested start date was Friday, 14 May 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, 11-hour, 34-minute period from Friday, 30 April 2021 at 00:49 UTC to Thursday, 13 May 2021 at 12:24 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:
[23] https://bag2bag.in/
[10] https://twitter.com/Amref_Kenya/status/1391610478674198531
[9] https://www.instagram.com/accounts/login/
[8] https://www.twitch.tv/nezuryu
[7] https://www.ft.com/content/418d7904-9e7b-47a6-b18a-a0606bf11170
[5] https://twitter.com/Amref_Kenya/status/1389489101079031810
[4] https://www.radioafm.nl/
[4] https://twitter.com/jbhavan/status/1392004367914475523
[4] https://twitter.com/Amref_Kenya/status/1392010970772516870
[4] https://twitter.com/KilezMore/status/1389488412013563909

Top URLs in Tweet in G1:
[10] https://twitter.com/Amref_Kenya/status/1391610478674198531
[7] https://www.ft.com/content/418d7904-9e7b-47a6-b18a-a0606bf11170
[5] https://twitter.com/Amref_Kenya/status/1389489101079031810
[4] https://twitter.com/Amref_Kenya/status/1392010970772516870
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253960
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253805
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254139
[2] https://twitter.com/WHO/status/1391668357276094468
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254689
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253630

Top URLs in Tweet in G2:
[6] https://www.instagram.com/accounts/login/
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[2] https://www.flooringdirectdfw.com/free-estimate
[2] https://robert-hans.pixels.com/
[1] https://twitter.com/SriLankaTweet/status/1387786662713860102
[1] https://www.redbubble.com/shop/ap/73810025
[1] https://twitter.com/scpatodia/status/1388098479793135622
[1] https://twitter.com/carlzimmer/status/1388171758126182401
[1] https://www.youtube.com/watch?v=bE07DVzOubw

[1] https://twitter.com/Public_Citizen/status/1388543246943535111

Top URLs in Tweet in G4:
[1] https://twitter.com/robinmonotti3/status/1388497106072125442

Top URLs in Tweet in G6:
[2] https://www.ketto.org/fundraiser/mission-oxygen-helping-hospitals-to-save-lives
[1] https://twitter.com/KilezMore/status/1389488412013563909

Top URLs in Tweet in G7:
[2] https://www.instagram.com/p/COsFFrRB92n/?utm_source=dlvr.it&utm_medium=twitter
[2] https://play.google.com/store/apps/details?id=com.ghanaface.aiddee_library
[1] https://www.instagram.com/p/COh87jpBcqs/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.instagram.com/p/COkf3bFBacU/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.instagram.com/p/COm4KW3B2Nj/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.instagram.com/p/COpbbzbBLDG/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/patriciakombo/status/1390573503955546116

Top URLs in Tweet in G8:
[23] https://bag2bag.in/

Top URLs in Tweet in G10:
[1] https://www.linkedin.com/slink?code=eFek6j7
[1] https://twitter.com/rupasubramanya/status/1242468556949745664

Top Domains
Top Domains in Tweet in Entire Graph:
[191] twitter.com
[37] coviz.org
[31] youtube.com
[24] nodexlgraphgallery.org
[23] bag2bag.in
[17] instagram.com
[13] swarmapp.com
[12] scitechdaily.com
[10] cbbesthomes.com
[8] twitch.tv

Top Domains in Tweet in G1:
[30] twitter.com
[24] nodexlgraphgallery.org
[7] ft.com
[2] arcgis.com
[1] amref.org

Top Domains in Tweet in G2:
[40] twitter.com
[13] swarmapp.com
[7] instagram.com
[6] youtube.com
[4] mercerbradley.com
[2] sellmymiles.com
[2] blogspot.com
[2] wordpress.com
[2] flooringdirectdfw.com
[2] pixels.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G6:
[2] ketto.org
[1] twitter.com

Top Domains in Tweet in G7:
[6] instagram.com
[2] google.com
[1] twitter.com

Top Domains in Tweet in G8:
[23] bag2bag.in

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2194] flattenthecurve
[775] covid19
[282] washyourhands
[263] angamizacorona
[250] wearamask
[242] alwayswearamask
[191] berailsmart
[157] staysafe
[146] togetherwecan
[141] stayhome



Top Hashtags in Tweet in G1:
[284] covid19
[263] angamizacorona
[191] flattenthecurve
[77] laborday2021
[66] astrazenaca
[44] happynewweek
[43] staysafe
[31] wearamask
[30] washyourhands
[25] getvaccinated

Top Hashtags in Tweet in G2:
[311] flattenthecurve
[97] covid19
[37] stayhome
[29] getvaccinated
[26] staysafe
[20] stayathome
[19] socialdistancing
[19] wearamask
[17] washyourhands
[12] physicaldistancing

Top Hashtags in Tweet in G3:
[74] flattenthecurve
[2] bundesnotluege
[1] bürgerrechte
[1] allesdichtmachen
[1] grundrecht

Top Hashtags in Tweet in G4:
[7] covid19
[7] lockdown
[3] flattenthecurve
[1] icubed
[1] for3weeks

Top Hashtags in Tweet in G5:
[1] flattenthecurve

Top Hashtags in Tweet in G6:
[87] flattenthecurve
[81] lockdown
[81] twomasks
[81] analswab
[81] dystopiandream
[5] stayhomestaysafe
[2] covid19indiahelp
[1] goodtimes
[1] platformthekmu
[1] missionoxygen

Top Hashtags in Tweet in G7:
[95] climatestrikeonline
[41] flattenthecurve
[23] fridaysforfuture
[18] climatestrike
[15] schoolstrike4climate
[15] god
[15] gott
[14] corona
[14] covid19
[14] joy

Top Hashtags in Tweet in G8:
[23] sanitize
[23] safestay
[23] cleanliness
[23] hygiene
[23] wearamask
[23] socialdistancing
[23] hotel
[23] safetyfirst
[23] flattenthecurve
[13] business

Top Hashtags in Tweet in G9:
[80] covid19
[5] flattenthecurve
[5] odishacares
[4] coronavirus

Top Hashtags in Tweet in G10:
[5] flattenthecurve
[2] 21daylockdown
[2] covid2019
[2] covid_19india
[2] steepenthecurve
[1] oxygencrisis
[1] tech
[1] healthministry
[1] covid19india
[1] covidcases

Top Words
Top Words in Tweet in Entire Graph:
[2194] #flattenthecurve
[836] station
[775] #covid19
[477] train
[381] stopping
[356] next
[331] yednetworkke
[322] stay
[303] science
[282] #washyourhands

Top Words in Tweet in G1:
[331] yednetworkke
[284] #covid19
[263] #angamizacorona
[251] ensure
[197] fede_254
[191] #flattenthecurve
[172] keep
[153] amref_kenya
[126] clean
[125] communities

Top Words in Tweet in G2:
[311] #flattenthecurve
[97] #covid19
[46] stay
[37] #stayhome
[29] #getvaccinated
[26] #staysafe
[22] more
[22] home
[20] good
[20] #stayathome

Top Words in Tweet in G3:
[99] habe
[99] jahr
[99] lang
[99] penibel
[99] darauf
[99] geachtet
[99] infizieren
[99] quasi
[99] meinen
[99] solidarischen

Top Words in Tweet in G4:
[296] science
[148] years
[148] come
[148] children
[148] ask
[148] shall
[148] proudly
[148] tell
[148] revealed
[147] john_mcguirk

Top Words in Tweet in G5:
[149] appeal
[149] people
[149] india
[149] don
[149] wait
[149] government
[149] issue
[149] lockdown
[149] take
[149] action

Top Words in Tweet in G6:
[87] #flattenthecurve
[81] remember
[81] two
[81] weeks
[81] flatten
[81] curve
[81] pandata19
[81] #lockdown
[81] #twomasks
[81] #analswab

Top Words in Tweet in G7:
[99] week
[95] #climatestrikeonline
[86] school
[86] strike
[86] gretathunberg
[73] life
[70] patriciakombo
[69] trees
[69] need
[69] survive

Top Words in Tweet in G8:
[31] rooms
[23] bag2bag
[23] sanitized
[23] #sanitize
[23] #safestay
[23] #cleanliness
[23] #hygiene
[23] #wearamask
[23] #socialdistancing
[23] #hotel

Top Words in Tweet in G9:
[80] #covid19
[80] maintain
[75] hfwodisha
[59] wear
[59] facemask
[59] properly
[58] protect
[58] yourself
[58] stay
[44] hand

Top Words in Tweet in G10:
[64] psa
[64] unit
[33] iitb
[32] tce
[32] developed
[32] method
[32] convert
[32] nitrogen
[32] oxygen
[32] 48hrs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[378] stopping,station
[349] next,stopping
[289] station,next
[209] #alwayswearamask,#flattenthecurve
[167] covid,19
[151] don,wait
[150] appeal,people
[150] people,india
[150] india,don
[150] wait,government

Top Word Pairs in Tweet in G1:
[148] fede_254,ensure
[124] #covid19,variants
[124] variants,keep
[124] keep,emerging
[124] emerging,thus
[124] thus,calling
[124] calling,extra
[124] extra,vigilance
[124] vigilance,#angamizacorona
[124] #angamizacorona,communities

Top Word Pairs in Tweet in G2:
[49] #covid19,#flattenthecurve
[19] #stayhome,#flattenthecurve
[15] #flattenthecurve,#wearamask
[14] good,morning
[14] #washyourhands,#getvaccinated
[13] flatten,curve
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use

Top Word Pairs in Tweet in G3:
[99] habe,jahr
[99] jahr,lang
[99] lang,penibel
[99] penibel,darauf
[99] darauf,geachtet
[99] geachtet,infizieren
[99] infizieren,quasi
[99] quasi,meinen
[99] meinen,solidarischen
[99] solidarischen,beitrag

Top Word Pairs in Tweet in G4:
[148] years,come
[148] come,children
[148] children,ask
[148] ask,science
[148] science,shall
[148] shall,proudly
[148] proudly,tell
[148] tell,science
[148] science,revealed
[147] john_mcguirk,years

Top Word Pairs in Tweet in G5:
[149] appeal,people
[149] people,india
[149] india,don
[149] don,wait
[149] wait,government
[149] government,issue
[149] issue,lockdown
[149] lockdown,take
[149] take,action
[148] psampathkumarmd,appeal

Top Word Pairs in Tweet in G6:
[81] remember,two
[81] two,weeks
[81] weeks,flatten
[81] flatten,curve
[81] curve,#flattenthecurve
[81] #flattenthecurve,pandata19
[81] pandata19,#lockdown
[81] #lockdown,#twomasks
[81] #twomasks,#analswab
[81] #analswab,#dystopiandream

Top Word Pairs in Tweet in G7:
[86] school,strike
[86] strike,week
[69] trees,life
[69] life,need
[69] need,survive
[69] survive,#climatestrikeonline
[69] #climatestrikeonline,gretathunberg
[67] patriciakombo,school
[61] week,99
[61] 99,trees

Top Word Pairs in Tweet in G8:
[23] bag2bag,rooms
[23] #sanitize,#safestay
[23] #safestay,#cleanliness
[23] #cleanliness,#hygiene
[23] #hygiene,#wearamask
[23] #wearamask,#socialdistancing
[23] #socialdistancing,#hotel
[23] #hotel,#safetyfirst
[23] #safetyfirst,#flattenthecurve
[18] sanitized,stay

Top Word Pairs in Tweet in G9:
[59] wear,facemask
[59] facemask,properly
[58] protect,yourself
[58] yourself,#covid19
[44] maintain,hand
[37] go,outside
[37] properly,maintain
[36] #covid19,try
[36] try,stay
[36] stay,indoors

Top Word Pairs in Tweet in G10:
[32] iitb,tce
[32] tce,developed
[32] developed,method
[32] method,convert
[32] convert,psa
[32] psa,nitrogen
[32] nitrogen,unit
[32] unit,psa
[32] psa,oxygen
[32] oxygen,unit

Top Replied-To
Top Replied-To in Entire Graph:
@amref_kenya
@yednetworkke
@journeyheroapp
@narendramodi
@mtalpila
@jkenney
@galswander
@travelcuddly
@ushaplay
@_beatfix_

Top Replied-To in G1:
@amref_kenya
@yednetworkke
@haroldsinnott

Top Replied-To in G3:
@lovis_lex
@georgrestle

Top Replied-To in G7:
@patriciakombo

Top Replied-To in G8:
@journeyheroapp
@galswander
@travelcuddly
@chalkcheese111
@tourmyindiaa
@nungshitashi
@royalsother
@luxurytravel
@juleshalvy
@curiousdg

Top Mentioned
Top Mentioned in Entire Graph:
@yednetworkke
@fede_254
@psampathkumarmd
@john_mcguirk
@amref_kenya
@sanewski
@moh_kenya
@gretathunberg
@pandata19
@natemaingard

Top Mentioned in G1:
@yednetworkke
@fede_254
@amref_kenya
@moh_kenya
@amref_worldwide
@sheis_immortal
@whoafro
@albertoemachado
@weks_note
@kevinod47273643

Top Mentioned in G2:
@lauren_mackay
@mlauresite
@port_union
@kolseb
@wkcosmo

Top Mentioned in G3:
@sanewski
@jane_banane__

Top Mentioned in G4:
@john_mcguirk
@ridakmirza

Top Mentioned in G5:
@psampathkumarmd

Top Mentioned in G6:
@pandata19
@natemaingard
@rsvpmovies
@systemanalysen
@nuzu8121

Top Mentioned in G7:
@gretathunberg
@patriciakombo
@markusmaiwald2
@cevikushb
@ynohabialuz
@fridays4future
@chfrank_cgn
@patreeinitiati1
@lossdamageyouth
@mockcop26

Top Mentioned in G8:
@roarloudtravel
@madhattersnyc
@galswander
@donnadeau
@tspadventure
@thisbigwildwrld
@wattwherehow
@naturetechfam
@berkeleysqb
@tthrash

Top Mentioned in G9:
@hfwodisha

Top Mentioned in G10:
@ecell_iitb
@who
@mohfw_india
@pmoindia
@covidindiaseva
@ani
@ethealthworld
@nitiaayog
@subyroy
@govtofindia_

Top Tweeters
Top Tweeters in Entire Graph:
@k1a1zzz
@independent
@baarahk
@magicdmw
@ndtv
@lyndae222
@asher_wolf
@viralvideovlogs
@88seattle61
@walmart

Top Tweeters in G1:
@viralvideovlogs
@nicochan33
@k3vk4
@ft
@lord_olelieza
@spirosmargaris
@unscriptedidara
@jblefevre60
@mainchiq4
@naughty_libra

Top Tweeters in G2:
@colorblindk1d
@_x_acerbation
@caribbeanaccent
@deannoelmullen
@fabcojim
@mirgray
@hafizisabel
@boyackey_badmen
@darrengilmore6
@viz_berlin

Top Tweeters in G3:
@bernd471
@gil00006
@m_aus_s
@drthomasbruns
@wattwurm13
@connyro_bln
@latraviatamari
@holgerscherer
@valandir
@brennstoff

Top Tweeters in G4:
@magicdmw
@lyndae222
@beank511
@maegan_laporte
@disparatepost
@g_ozzy
@sherryclayton53
@globalsugarwar
@gordbolton
@declanburke2

Top Tweeters in G5:
@deepvard
@bassaces1
@danielleduches
@hazydav
@arctic__char
@adiwriter
@raana_234
@trueindian1506
@charusavala
@sdinpraxis

Top Tweeters in G6:
@baarahk
@artallks
@illathhassan
@cristobalcart3s
@joolyn
@bernadettentf
@markcatlin4
@wheresmybook
@oluogundele
@bartleboy

Top Tweeters in G7:
@jfsebastian146
@btkrth
@ourfuturebot
@fffbot1
@sustaintrends
@climatebabes
@noahsarkcrew
@huwphuw
@johnmbundi
@zachary03699160

Top Tweeters in G8:
@luxurytravel
@nomadicbrits
@roarloudtravel
@karadidomizio
@tangenghui
@sonjaswisslife
@donnadeau
@jetsettersflyin
@naturetechfam
@visitflorida

Top Tweeters in G9:
@bikrams1996
@srpradhan__
@shashankbohidar
@suvampaikaray
@i_srittam
@aswini_18
@iamitkumarpanda
@reen2das
@_googleboysingh
@odishanews_live

Top Tweeters in G10:
@ani
@zeenews
@subyroy
@who
@mohfw_india
@ethealthworld
@drharshvardhan
@sudhirchaudhary
@pmoindia
@ganesh_khare


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