#FlattenTheCurve, Twitter, 5/25/2021 6:23:08 PM, 255527


FAQ | Problem?

#FlattenTheCurve_2021-05-25_01-29-13.xlsx
#FlattenTheCurve_2021-05-25_01-29-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/34hTmwI
@fede_254
@albertoemachado
@sheis_immortal
@amref_kenya
@m4ttmc87
@sabdublindr
@patriciakombo
@amrefmedical
@amref_worldwide
@tacats99

Top hashtags:
#flattenthecurve
#covid19
#staysafe
#washyourhands
#covid_19

Description:
Description
The graph represents a network of 1,393 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, 25 May 2021 at 08:30 UTC.

The requested start date was Sunday, 23 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, 21-hour, 16-minute period from Sunday, 09 May 2021 at 00:08 UTC to Saturday, 22 May 2021 at 21:25 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 : 1393
Unique Edges : 742
Edges With Duplicates : 2995
Total Edges : 3737
Number of Edge Types : 5
Retweet : 1036
MentionsInRetweet : 1290
Tweet : 753
Mentions : 560
Replies to : 98
Self-Loops : 785
Reciprocated Vertex Pair Ratio : 0.0239197530864198
Reciprocated Edge Ratio : 0.0467219291635268
Connected Components : 377
Single-Vertex Connected Components : 178
Maximum Vertices in a Connected Component : 342
Maximum Edges in a Connected Component : 1424
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.26231
Graph Density : 0.000684353623618916
Modularity : 0.373401
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,393 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, 25 May 2021 at 08:30 UTC.

The requested start date was Sunday, 23 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, 21-hour, 16-minute period from Sunday, 09 May 2021 at 00:08 UTC to Saturday, 22 May 2021 at 21:25 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:
[10] https://twitter.com/Amref_Kenya/status/1391610478674198531
[6] https://www.instagram.com/accounts/login/
[5] https://twitter.com/Amref_Kenya/status/1392010970772516870
[4] https://www.twitch.tv/nezuryu
[4] https://twitter.com/jbhavan/status/1392004367914475523
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255303
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254873
[3] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[3] https://www.businessworldtravel.com/
[2] https://www.instagram.com/p/COsFFrRB92n/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[6] https://www.instagram.com/accounts/login/
[3] https://www.businessworldtravel.com/
[2] https://twitter.com/nypost/status/1392991251839004672
[2] https://twitter.com/jonkilmer/status/1393657802418180102
[2] https://robert-hans.pixels.com/
[2] https://www.flooringdirectdfw.com/free-estimate
[2] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[2] https://www.easylivingfl.com/things-to-do-during-coronavirus-social-isolation/
[1] https://www.youtube.com/watch?v=kWJJHF5gvDI&feature=youtu.be

[1] https://www.instagram.com/p/COsEu-SrtpE/

Top URLs in Tweet in G2:
[9] https://twitter.com/Amref_Kenya/status/1391610478674198531
[4] https://twitter.com/Amref_Kenya/status/1392010970772516870
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254873
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255303
[3] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254329
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254562
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254689
[2] https://twitter.com/vMakenas/status/1392467577209823241
[2] https://twitter.com/sputnikvaccine/status/1392835022323798025

Top URLs in Tweet in G3:
[1] https://twitter.com/Amref_Kenya/status/1389489101079031810
[1] https://twitter.com/Amref_Kenya/status/1392010970772516870
[1] https://twitter.com/Amref_Kenya/status/1391610478674198531

Top URLs in Tweet in G4:
[1] https://twitter.com/CityNews/status/1392873595370708992

Top URLs in Tweet in G5:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G8:
[1] https://twitter.com/diebasispartei/status/1391622314408693761
[1] https://twitter.com/PaulZiemiak/status/1393124783789858819

Top URLs in Tweet in G10:
[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/CPF_R-hBtdk/?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/COpbbzbBLDG/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.instagram.com/p/CO7kiM4BduY/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.instagram.com/p/CPAsFlpBdig/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.instagram.com/p/CPDUaA9hufi/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/patriciakombo/status/1390573503955546116

Top Domains
Top Domains in Tweet in Entire Graph:
[200] twitter.com
[19] coviz.org
[15] instagram.com
[15] google.com
[14] swarmapp.com
[14] scitechdaily.com
[13] nodexlgraphgallery.org
[8] youtube.com
[4] twitch.tv
[3] facebook.com

Top Domains in Tweet in G1:
[43] twitter.com
[14] swarmapp.com
[7] instagram.com
[3] youtube.com
[3] businessworldtravel.com
[3] mercerbradley.com
[3] facebook.com
[2] pixels.com
[2] flooringdirectdfw.com
[2] apartmenttherapy.com

Top Domains in Tweet in G2:
[101] twitter.com
[13] nodexlgraphgallery.org
[3] arcgis.com
[1] reuters.com
[1] nature.com
[1] amref.org

Top Domains in Tweet in G3:
[3] twitter.com

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

Top Domains in Tweet in G5:
[1] linkedin.com

Top Domains in Tweet in G8:
[2] twitter.com

Top Domains in Tweet in G10:
[8] instagram.com
[2] google.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1224] flattenthecurve
[423] covid19
[142] staysafe
[137] washyourhands
[129] covid_19
[100] alwayswearamask
[91] wearamask
[90] sarscov2
[88] stayhome
[87] pandemic



Top Hashtags in Tweet in G1:
[259] flattenthecurve
[65] covid19
[35] stayhome
[26] staysafe
[20] getvaccinated
[19] stayathome
[19] washyourhands
[17] wearamask
[15] coronavirus
[15] physicaldistancing

Top Hashtags in Tweet in G2:
[178] flattenthecurve
[160] covid19
[94] washyourhands
[87] staysafe
[80] sarscov2
[80] suriname
[80] communityspreading
[80] global
[80] maketheworldfreeofcovid19
[79] covidioten

Top Hashtags in Tweet in G3:
[5] angamizacorona
[5] flattenthecurve
[4] covid19
[4] happynewweek
[3] komeshacorona
[2] handsmaskspace
[2] washyourhands
[2] schoolreopening
[2] wearamask

Top Hashtags in Tweet in G4:
[58] flattenthecurve
[42] stopthespike
[15] bidengaslines
[15] bidenisdestroyingamerica
[1] weareallinthistogether
[1] morons

Top Hashtags in Tweet in G5:
[1] flattenthecurve
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] rri
[1] researchculture
[1] journorequest

Top Hashtags in Tweet in G6:
[43] covid19
[2] flattenthecurve
[2] odishacares
[1] coronavirus

Top Hashtags in Tweet in G7:
[34] flattenthecurve
[7] holdfirm
[7] endthelockdown

Top Hashtags in Tweet in G8:
[14] flattenthecurve
[3] flattenthecurse
[1] divigate
[1] kollateralschäden
[1] intensivstation
[1] impfung
[1] cdurausausderregierung

Top Hashtags in Tweet in G9:
[1] feiertag
[1] festtag
[1] himmelfahrt
[1] männertag
[1] ramadanfest
[1] pokalfinale
[1] einfachnurfrei
[1] flattenthecurve

Top Hashtags in Tweet in G10:
[50] climatestrikeonline
[20] flattenthecurve
[12] cologne
[12] covid_19
[11] sixfeetapart
[11] fridaysforfuture
[10] schoolstrikeforclimate
[8] wearamask
[8] doublemask
[8] aidansarmy

Top Words
Top Words in Tweet in Entire Graph:
[1224] #flattenthecurve
[423] #covid19
[266] station
[252] covid
[233] 19
[218] ensure
[168] fede_254
[156] protect
[145] stay
[145] train

Top Words in Tweet in G1:
[259] #flattenthecurve
[65] #covid19
[35] stay
[35] #stayhome
[26] #staysafe
[24] home
[22] zwerenberg
[20] #getvaccinated
[19] #stayathome
[19] #washyourhands

Top Words in Tweet in G2:
[178] #flattenthecurve
[160] #covid19
[115] clean
[106] amref_kenya
[94] #washyourhands
[88] work
[87] #staysafe
[82] place
[80] #sarscov2
[80] #suriname

Top Words in Tweet in G3:
[164] ensure
[158] fede_254
[95] observe
[93] office
[93] working
[93] area
[93] social
[93] distancing
[93] effectively
[93] use

Top Words in Tweet in G4:
[58] #flattenthecurve
[44] weeks
[43] maydaymatrix
[42] becomes
[42] inject
[42] kids
[42] experimental
[42] drugs
[42] #stopthespike
[41] bret_sears

Top Words in Tweet in G5:
[2] dgurdasani1
[2] dbetteracademia
[2] morimahmoudi
[2] reneebleau
[2] suzanne_garrett
[2] evidencebase_im
[2] braincures
[2] marikasboros
[2] wellcometrust

Top Words in Tweet in G6:
[43] protect
[43] yourself
[43] #covid19
[43] maintain
[41] hfwodisha
[23] social
[22] wear
[22] facemask
[22] properly
[22] whenever

Top Words in Tweet in G7:
[34] #flattenthecurve
[32] m4ttmc87
[7] makes
[7] think
[7] doesn
[7] two
[7] more
[7] weeks
[7] #holdfirm
[7] #endthelockdown

Top Words in Tweet in G8:
[14] #flattenthecurve
[12] die
[6] jahr
[6] ging
[6] wochen
[6] lockdown
[6] lange
[6] weitergehen
[6] wann
[5] petersc62664597

Top Words in Tweet in G9:
[25] genießen
[24] immer
[24] morgen
[24] feiern
[24] möchten
[24] bleiben
[24] achtsam
[24] abstand
[24] allem
[24] gesund

Top Words in Tweet in G10:
[52] gretathunberg
[50] #climatestrikeonline
[48] school
[48] strike
[48] week
[39] life
[36] patriciakombo
[36] trees
[35] need
[35] survive

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[218] covid,19
[157] fede_254,ensure
[119] stopping,station
[118] next,stopping
[112] station,next
[100] social,distancing
[94] ensure,office
[94] office,working
[94] working,area
[94] area,observe

Top Word Pairs in Tweet in G1:
[30] #covid19,#flattenthecurve
[16] #stayhome,#flattenthecurve
[16] #flattenthecurve,#stayathome
[14] #flattenthecurve,#physicaldistancing
[14] good,morning
[13] schwarzwald,#flattenthecurve
[12] #stayhome,#staysafe
[12] cases,declined
[12] declined,stay
[12] stay,aware

Top Word Pairs in Tweet in G2:
[81] work,place
[80] #suriname,#communityspreading
[80] #communityspreading,#global
[80] #global,#maketheworldfreeofcovid19
[79] #maketheworldfreeofcovid19,#covidioten
[79] #covidioten,#covididiots
[78] #covididiots,#staythefuckhome
[78] #staythefuckhome,#covid19
[78] #covid19,#covid2020
[78] #covid2020,#staythefhome

Top Word Pairs in Tweet in G3:
[156] fede_254,ensure
[93] ensure,office
[93] office,working
[93] working,area
[93] area,observe
[93] observe,social
[93] social,distancing
[93] distancing,effectively
[93] effectively,use
[93] use,hand

Top Word Pairs in Tweet in G4:
[42] maydaymatrix,weeks
[42] weeks,#flattenthecurve
[42] #flattenthecurve,becomes
[42] becomes,inject
[42] inject,kids
[42] kids,experimental
[42] experimental,drugs
[42] drugs,#stopthespike
[41] bret_sears,maydaymatrix
[15] #flattenthecurve,#bidengaslines

Top Word Pairs in Tweet in G5:
[2] dgurdasani1,dbetteracademia
[2] dbetteracademia,morimahmoudi
[2] morimahmoudi,reneebleau
[2] reneebleau,suzanne_garrett
[2] suzanne_garrett,evidencebase_im
[2] evidencebase_im,braincures
[2] braincures,marikasboros

Top Word Pairs in Tweet in G6:
[43] protect,yourself
[43] yourself,#covid19
[22] wear,facemask
[22] facemask,properly
[22] properly,whenever
[22] whenever,go
[22] go,outside
[22] important,steps
[22] steps,protect
[22] #covid19,wash

Top Word Pairs in Tweet in G7:
[26] m4ttmc87,#flattenthecurve
[7] makes,think
[7] think,doesn
[7] doesn,two
[7] two,more
[7] more,weeks
[7] weeks,#flattenthecurve
[7] #flattenthecurve,#holdfirm
[7] #holdfirm,#endthelockdown
[6] m4ttmc87,makes

Top Word Pairs in Tweet in G8:
[6] jahr,ging
[6] ging,wochen
[6] wochen,#flattenthecurve
[6] #flattenthecurve,lockdown
[6] lockdown,lange
[6] lange,weitergehen
[6] weitergehen,wann
[5] petersc62664597,jahr
[5] wann,stopp
[2] die,intensivstationen

Top Word Pairs in Tweet in G9:
[24] immer,morgen
[24] morgen,feiern
[24] feiern,möchten
[24] möchten,genießen
[24] genießen,bleiben
[24] bleiben,achtsam
[24] achtsam,abstand
[24] abstand,allem
[24] allem,gesund
[23] polizeiberlin,immer

Top Word Pairs in Tweet in G10:
[48] school,strike
[48] strike,week
[35] trees,life
[35] life,need
[35] need,survive
[35] survive,#climatestrikeonline
[35] #climatestrikeonline,gretathunberg
[33] patriciakombo,school
[29] week,99
[29] 99,trees

Top Replied-To
Top Replied-To in Entire Graph:
@dcramban
@amref_kenya
@numbzombiemom
@jlk8277
@ksby
@vitalikbuterin
@cmofkarnataka
@cp24
@psholstein
@spetterbus

Top Replied-To in G2:
@amref_kenya
@numbzombiemom
@albertoemachado

Top Replied-To in G3:
@amref_kenya

Top Replied-To in G4:
@maydaymatrix

Top Replied-To in G5:
@dgurdasani1

Top Replied-To in G8:
@fredymeury
@ricardolange4
@dickschweinchen
@oktaytr57
@martina__schalu
@alena_buyx

Top Replied-To in G10:
@patriciakombo

Top Mentioned
Top Mentioned in Entire Graph:
@fede_254
@amref_kenya
@moh_kenya
@gretathunberg
@mygovnagaland
@sheis_immortal
@maydaymatrix
@patriciakombo
@bret_sears
@hfwodisha

Top Mentioned in G1:
@wkcosmo
@thisduanepaul
@iramey
@agingwisely

Top Mentioned in G2:
@amref_kenya
@moh_kenya
@sheis_immortal
@yednetworkke
@amref_worldwide
@whoafro
@amrefmedical
@chreadkenya
@albertoemachado
@fede_254

Top Mentioned in G3:
@fede_254
@sheis_immortal
@yednetworkke
@moh_kenya
@amref_kenya
@whoafro
@weks_note
@youthactke
@youthub_ke

Top Mentioned in G4:
@maydaymatrix
@bret_sears
@imightbesome1

Top Mentioned in G5:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G6:
@hfwodisha

Top Mentioned in G7:
@m4ttmc87

Top Mentioned in G8:
@petersc62664597
@jensspahn
@ricardolange4
@hopenadeshda
@holmenkollin
@sonntagszeitung
@bmg_bund
@lassehallstroem
@rki_de
@thomasp20092267

Top Mentioned in G9:
@polizeiberlin

Top Mentioned in G10:
@gretathunberg
@patriciakombo
@ynohabialuz
@fridays4future
@markusmaiwald2
@chfrank_cgn
@patreeinitiati1
@lossdamageyouth
@mockcop26
@hbcugreenfund

Top Tweeters
Top Tweeters in Entire Graph:
@united
@independent
@asher_wolf
@viralvideovlogs
@88seattle61
@slimchick1900
@purplegarter1
@code_convention
@lalachanka62
@pink1963dsw

Top Tweeters in G1:
@iramey
@haccpjod
@thisduanepaul
@_x_acerbation
@i_raj13
@deannoelmullen
@mirgray
@fabcojim
@cadsalovere
@boyackey_badmen

Top Tweeters in G2:
@viralvideovlogs
@oapaynigeria
@unscriptedidara
@mougendi
@naughty_libra
@john_mcguirk
@sirfreshsemi
@larrykipz
@kokwet_ke
@pablobignose

Top Tweeters in G3:
@lord_olelieza
@mainchiq4
@magic2girl
@adrian_seereal
@dennajeal
@bradjrr
@its_davie11
@wayneodera
@mose_louis
@cypy_the_great

Top Tweeters in G4:
@51loushelly65
@mrwillis23
@michael82150005
@jacknationalist
@itunes65
@chasbottom
@bluemarioc
@freedomscanada
@cmas1
@steevesralph

Top Tweeters in G5:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@truthsayerodet1
@marikasboros
@un_women
@jeremyfarrar

Top Tweeters in G6:
@srpradhan__
@shashankbohidar
@suvampaikaray
@iamitkumarpanda
@aswini_18
@_googleboysingh
@swadesh93
@hfwodisha
@jyotienggr
@dmnabarangpur

Top Tweeters in G7:
@willgrindecobbe
@nezmonkee
@duga_carapa
@m4ttmc87
@devorguillascot
@the_ninjaknight
@seancodling
@ontkenningsfase
@stoptcensorship
@ddon1916

Top Tweeters in G8:
@wksdiuxfegvvfdm
@dorisa80009661
@fredymeury
@oktaytr57
@hopenadeshda
@novoklar
@holmenkollin
@cdu
@martina__schalu
@koelnergeorge

Top Tweeters in G9:
@wiese_r
@berlinaffaires
@heischonin
@chrissyhamburg
@artuniverse01
@_g_baer_
@mirjam_jessica
@dschampa
@christinruedig1
@anne55884984

Top Tweeters in G10:
@fffbot1
@ourfuturebot
@hbcugreenfund
@kenyagovernors
@unccd
@chfrank_cgn
@gretathunberg
@juliaaaushaha
@822bzz
@fridays4future


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.