#FlattenTheCurve, Twitter, 5/15/2021 9:53:38 AM, 254807


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#FlattenTheCurve_2021-05-15_01-30-01.xlsx
#FlattenTheCurve_2021-05-15_01-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 15, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2Ql48Pr
@albertoemachado
@john_mcguirk
@psampathkumarmd
@yednetworkke
@fede_254
@amref_kenya
@viralvideovlogs
@patriciakombo
@ecell_iitb
@sheis_immortal

Top hashtags:
#flattenthecurve
#covid19
#washyourhands
#alwayswearamask

Description:
Description
The graph represents a network of 2,612 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, 15 May 2021 at 08:31 UTC.

The requested start date was Saturday, 15 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, 10-hour, 55-minute period from Saturday, 01 May 2021 at 01:30 UTC to Friday, 14 May 2021 at 12:25 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 : 2612
Unique Edges : 1222
Edges With Duplicates : 5731
Total Edges : 6953
Number of Edge Types : 5
Tweet : 1241
Mentions : 684
Retweet : 2187
MentionsInRetweet : 2689
Replies to : 152
Self-Loops : 1281
Reciprocated Vertex Pair Ratio : 0.0113428466886206
Reciprocated Edge Ratio : 0.0224312590448625
Connected Components : 486
Single-Vertex Connected Components : 226
Maximum Vertices in a Connected Component : 867
Maximum Edges in a Connected Component : 2934
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.76593
Graph Density : 0.000405282633316579
Modularity : 0.407987
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,612 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, 15 May 2021 at 08:31 UTC.

The requested start date was Saturday, 15 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, 10-hour, 55-minute period from Saturday, 01 May 2021 at 01:30 UTC to Friday, 14 May 2021 at 12:25 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://www.instagram.com/accounts/login/
[10] https://twitter.com/Amref_Kenya/status/1391610478674198531
[7] https://www.ft.com/content/418d7904-9e7b-47a6-b18a-a0606bf11170
[7] https://www.twitch.tv/nezuryu
[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
[2] https://twitter.com/WHO/status/1391668357276094468
[2] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254329
[1] https://twitter.com/WHOAFRO/status/1388844498621542409
[1] https://twitter.com/YEDNetworkKe/status/1391952070551474186
[1] https://amref.org/coronavirus/

Top URLs in Tweet in G2:
[7] https://www.instagram.com/accounts/login/
[2] https://www.flooringdirectdfw.com/free-estimate
[2] https://robert-hans.pixels.com/
[2] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[2] https://www.onlinehomeestimate.com/lp/DCE9A86A-43EC-4A2E-AC9A-91724CEBB10C/j2f
[2] https://www.businessworldtravel.com/
[2] https://twitter.com/nypost/status/1392991251839004672
[1] https://www.youtube.com/watch?v=bE07DVzOubw

[1] https://twitter.com/Public_Citizen/status/1388543246943535111
[1] https://twitter.com/TDK_995/status/1388082714851561472

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

Top URLs in Tweet in G6:
[4] https://twitter.com/KilezMore/status/1389488412013563909

Top URLs in Tweet in G7:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253960
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253630
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254139
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254562
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254689
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254259
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254140
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253805
[1] https://twitter.com/PaulZiemiak/status/1393124783789858819
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254437

Top URLs in Tweet in G8:
[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 G9:
[23] https://bag2bag.in/

Top Domains
Top Domains in Tweet in Entire Graph:
[213] twitter.com
[34] coviz.org
[31] youtube.com
[23] bag2bag.in
[21] nodexlgraphgallery.org
[18] instagram.com
[14] swarmapp.com
[14] scitechdaily.com
[9] facebook.com
[9] cbbesthomes.com

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

Top Domains in Tweet in G2:
[41] twitter.com
[14] swarmapp.com
[9] cbbesthomes.com
[8] instagram.com
[7] facebook.com
[6] youtube.com
[3] mercerbradley.com
[3] onlinehomeestimate.com
[2] wordpress.com
[2] flooringdirectdfw.com

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

Top Domains in Tweet in G6:
[4] twitter.com

Top Domains in Tweet in G7:
[19] nodexlgraphgallery.org
[15] twitter.com
[1] biorxiv.org

Top Domains in Tweet in G8:
[6] instagram.com
[2] google.com
[1] twitter.com

Top Domains in Tweet in G9:
[23] bag2bag.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2157] flattenthecurve
[641] covid19
[286] washyourhands
[237] alwayswearamask
[236] wearamask
[189] berailsmart
[186] staysafe
[146] togetherwecan
[145] covid_19
[137] stayhome



Top Hashtags in Tweet in G1:
[154] covid19
[149] flattenthecurve
[132] angamizacorona
[77] laborday2021
[66] astrazenaca
[44] happynewweek
[42] staysafe
[30] washyourhands
[24] getvaccinated
[21] vaccineswork

Top Hashtags in Tweet in G2:
[341] flattenthecurve
[97] covid19
[38] stayhome
[28] staysafe
[28] getvaccinated
[20] wearamask
[20] besafeoutthere
[19] stayathome
[19] timetomove
[18] socialdistancing

Top Hashtags in Tweet in G3:
[75] 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:
[92] flattenthecurve
[81] lockdown
[81] twomasks
[81] analswab
[81] dystopiandream
[7] platformthekmu
[4] stayhomestaysafe
[1] goodtimes

Top Hashtags in Tweet in G7:
[67] flattenthecurve
[27] covid19
[15] nodexl
[13] wearamask
[9] vaccine
[6] holdfirm
[6] jab
[6] indiacovidcrisis
[6] coronakrise
[5] berailsmart

Top Hashtags in Tweet in G8:
[97] climatestrikeonline
[39] flattenthecurve
[23] fridaysforfuture
[18] climatestrike
[15] schoolstrike4climate
[13] god
[13] gott
[12] stayathome
[12] corona
[12] covid19

Top Hashtags in Tweet in G9:
[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 G10:
[60] covid19
[4] flattenthecurve
[4] odishacares
[3] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[2157] #flattenthecurve
[777] station
[641] #covid19
[446] train
[360] stopping
[345] next
[304] stay
[302] science
[286] #washyourhands
[265] ensure

Top Words in Tweet in G1:
[260] ensure
[206] fede_254
[184] yednetworkke
[154] #covid19
[149] #flattenthecurve
[135] amref_kenya
[132] #angamizacorona
[128] clean
[105] hands
[101] work

Top Words in Tweet in G2:
[341] #flattenthecurve
[97] #covid19
[48] stay
[38] #stayhome
[32] more
[28] #staysafe
[28] #getvaccinated
[27] home
[21] take
[20] #wearamask

Top Words in Tweet in G3:
[101] habe
[101] jahr
[101] lang
[101] penibel
[101] darauf
[101] geachtet
[101] infizieren
[101] quasi
[101] meinen
[101] 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:
[148] appeal
[148] people
[148] india
[148] don
[148] wait
[148] government
[148] issue
[148] lockdown
[148] take
[148] action

Top Words in Tweet in G6:
[92] #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:
[67] #flattenthecurve
[30] albertoemachado
[29] top
[27] #covid19
[19] influencers
[18] yednetworkke
[15] #nodexl
[13] congrats
[13] #wearamask
[13] die

Top Words in Tweet in G8:
[100] week
[97] #climatestrikeonline
[88] gretathunberg
[88] school
[88] strike
[75] life
[72] patriciakombo
[71] trees
[71] need
[71] survive

Top Words in Tweet in G9:
[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 G10:
[60] #covid19
[60] maintain
[58] protect
[58] yourself
[56] hfwodisha
[39] wear
[39] facemask
[39] properly
[38] stay
[37] go

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[357] stopping,station
[336] next,stopping
[277] station,next
[209] #alwayswearamask,#flattenthecurve
[167] covid,19
[157] fede_254,ensure
[151] don,wait
[150] appeal,people
[150] people,india
[150] india,don

Top Word Pairs in Tweet in G1:
[157] fede_254,ensure
[94] ensure,office
[94] office,working
[94] working,area
[94] area,observe
[94] observe,social
[94] social,distancing
[94] distancing,effectively
[94] effectively,use
[94] use,hand

Top Word Pairs in Tweet in G2:
[52] #covid19,#flattenthecurve
[20] #flattenthecurve,#besafeoutthere
[19] #besafeoutthere,#timetomove
[18] #stayhome,#flattenthecurve
[18] #timetomove,#jensellsporttoport
[16] #jensellsporttoport,#porttownsend
[14] #flattenthecurve,#wearamask
[13] #flattenthecurve,#physicaldistancing
[13] good,morning
[13] #washyourhands,#getvaccinated

Top Word Pairs in Tweet in G3:
[101] habe,jahr
[101] jahr,lang
[101] lang,penibel
[101] penibel,darauf
[101] darauf,geachtet
[101] geachtet,infizieren
[101] infizieren,quasi
[101] quasi,meinen
[101] meinen,solidarischen
[101] 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:
[148] appeal,people
[148] people,india
[148] india,don
[148] don,wait
[148] wait,government
[148] government,issue
[148] issue,lockdown
[148] lockdown,take
[148] take,action
[147] 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:
[19] top,influencers
[19] influencers,#flattenthecurve
[15] #flattenthecurve,#nodexl
[15] #nodexl,albertoemachado
[15] albertoemachado,yednetworkke
[13] congrats,top
[11] #flattenthecurve,#covid19
[10] top,hashtags
[10] hashtags,#flattenthecurve
[8] inzidenz,berchtesgaden

Top Word Pairs in Tweet in G8:
[88] school,strike
[88] strike,week
[71] trees,life
[71] life,need
[71] need,survive
[71] survive,#climatestrikeonline
[71] #climatestrikeonline,gretathunberg
[69] patriciakombo,school
[63] week,99
[63] 99,trees

Top Word Pairs in Tweet in G9:
[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 G10:
[58] protect,yourself
[58] yourself,#covid19
[39] wear,facemask
[39] facemask,properly
[37] go,outside
[36] #covid19,try
[36] try,stay
[36] stay,indoors
[34] hfwodisha,protect
[24] maintain,hand

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

Top Replied-To in G1:
@amref_kenya
@yednetworkke

Top Replied-To in G3:
@lovis_lex
@georgrestle

Top Replied-To in G7:
@haroldsinnott
@annewilltalk
@karl_lauterbach

Top Replied-To in G8:
@patriciakombo

Top Replied-To in G9:
@journeyheroapp
@galswander
@travelcuddly
@chalkcheese111
@tourmyindiaa
@nungshitashi
@royalsother
@luxurytravel
@juleshalvy
@curiousdg

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

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

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

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
@systemanalysen
@rsvpmovies
@nuzu8121

Top Mentioned in G7:
@albertoemachado
@yednetworkke
@amref_kenya
@dafeid
@andibabler
@psampathkumarmd
@swansmirk
@tacats99
@john_mcguirk
@amref_worldwide

Top Mentioned in G8:
@gretathunberg
@patriciakombo
@markusmaiwald2
@cevikushb
@ynohabialuz
@fridays4future
@chfrank_cgn
@patreeinitiati1
@lossdamageyouth
@mockcop26

Top Mentioned in G9:
@roarloudtravel
@madhattersnyc
@galswander
@donnadeau
@tspadventure
@thisbigwildwrld
@wattwherehow
@naturetechfam
@berkeleysqb
@tthrash

Top Mentioned in G10:
@hfwodisha

Top Tweeters
Top Tweeters in Entire Graph:
@united
@independent
@baarahk
@magicdmw
@ndtv
@lyndae222
@asher_wolf
@viralvideovlogs
@88seattle61
@beank511

Top Tweeters in G1:
@viralvideovlogs
@ft
@lord_olelieza
@oapaynigeria
@unscriptedidara
@mainchiq4
@naughty_libra
@elee_global
@ondanyacyrus
@magic2girl

Top Tweeters in G2:
@iramey
@colorblindk1d
@_x_acerbation
@caribbeanaccent
@thisduanepaul
@deannoelmullen
@fabcojim
@mirgray
@hafizisabel
@boyackey_badmen

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
@spasskultur
@cristobalcart3s
@joolyn
@bernadettentf
@markcatlin4
@wheresmybook
@oluogundele

Top Tweeters in G7:
@nicochan33
@nytimes
@washingtonpost
@tumalwas
@cnn
@bbcworld
@k3vk4
@cnni
@spirosmargaris
@jblefevre60

Top Tweeters in G8:
@jfsebastian146
@btkrth
@ourfuturebot
@fffbot1
@sustaintrends
@climatebabes
@noahsarkcrew
@huwphuw
@johnmbundi
@zachary03699160

Top Tweeters in G9:
@luxurytravel
@nomadicbrits
@roarloudtravel
@karadidomizio
@tangenghui
@sonjaswisslife
@donnadeau
@jetsettersflyin
@naturetechfam
@visitflorida

Top Tweeters in G10:
@bikrams1996
@srpradhan__
@shashankbohidar
@suvampaikaray
@i_srittam
@aswini_18
@iamitkumarpanda
@reen2das
@_googleboysingh
@swadesh93


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