#FlattenTheCurve, Twitter, 5/27/2021 11:29:47 AM, 255627


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#FlattenTheCurve_2021-05-27_03-08-30.xlsx
#FlattenTheCurve_2021-05-27_03-08-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 27, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3upj4dd
@albertoemachado
@m4ttmc87
@amref_kenya
@patriciakombo
@fede_254
@do_kinder
@viralvideovlogs
@sheis_immortal
@moh_kenya
@royadhiambo

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

Description:
Description
The graph represents a network of 1,100 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 Thursday, 27 May 2021 at 10:09 UTC.

The requested start date was Thursday, 27 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, 47-minute period from Thursday, 13 May 2021 at 00:12 UTC to Wednesday, 26 May 2021 at 12:00 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 : 1100
Unique Edges : 630
Edges With Duplicates : 2321
Total Edges : 2951
Number of Edge Types : 5
Mentions : 513
Retweet : 696
MentionsInRetweet : 893
Tweet : 762
Replies to : 87
Self-Loops : 800
Reciprocated Vertex Pair Ratio : 0.0299785867237687
Reciprocated Edge Ratio : 0.0582120582120582
Connected Components : 351
Single-Vertex Connected Components : 161
Maximum Vertices in a Connected Component : 156
Maximum Edges in a Connected Component : 879
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.968927
Graph Density : 0.000795764744809331
Modularity : 0.357275
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,100 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 Thursday, 27 May 2021 at 10:09 UTC.

The requested start date was Thursday, 27 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, 47-minute period from Thursday, 13 May 2021 at 00:12 UTC to Wednesday, 26 May 2021 at 12:00 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:
[5] https://www.instagram.com/accounts/login/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254689
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254873
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255394
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255303
[4] https://www.twitch.tv/nezuryu
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255527
[3] https://www.youtube.com/watch?v=1NlyTLdR-iY&feature=youtu.be

[3] https://twitter.com/sputnikvaccine/status/1392835022323798025
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254259

Top URLs in Tweet in G1:
[5] https://www.instagram.com/accounts/login/
[4] https://www.twitch.tv/nezuryu
[2] https://twitter.com/jonkilmer/status/1393657802418180102
[2] https://www.businessworldtravel.com/
[2] https://www.easylivingfl.com/things-to-do-during-coronavirus-social-isolation/
[2] https://www.flooringdirectdfw.com/free-estimate
[2] https://www.mercerbradley.com/services/
[1] https://twitter.com/akhilchap/status/1392644155814387713
[1] https://twitter.com/ElishaBonnis/status/1392554918423056387
[1] https://www.icanw.org/healthcare_costs

Top URLs in Tweet in G2:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255394
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255303
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254689
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254873
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255527
[3] https://twitter.com/sputnikvaccine/status/1392835022323798025
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254562
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254807
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254329
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254437

Top URLs in Tweet in G3:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G5:
[1] https://twitter.com/PaulZiemiak/status/1393124783789858819

Top URLs in Tweet in G8:
[1] https://twitter.com/cnm_mv/status/1396817303921065986
[1] https://twitter.com/cnm_mv/status/1397519091271835654

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1159] flattenthecurve
[373] covid19
[168] staysafe
[143] covid_19
[140] washyourhands
[122] wearamask
[117] sarscov2
[111] pandemic
[111] vaccinated
[108] suriname



Top Hashtags in Tweet in G1:
[228] flattenthecurve
[54] covid19
[33] stayhome
[29] staysafe
[19] washyourhands
[19] stayathome
[15] getvaccinated
[12] coronavirus
[12] covid
[12] physicaldistancing

Top Hashtags in Tweet in G2:
[189] flattenthecurve
[173] covid19
[114] staysafe
[108] sarscov2
[108] vaccinated
[108] suriname
[108] communityspreading
[108] global
[108] maketheworldfreeofcovid19
[107] washyourhands

Top Hashtags in Tweet in G3:
[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 G4:
[44] flattenthecurve
[13] holdfirm
[7] endthelockdown
[6] allinthistogether
[6] savegranny
[1] stayathome
[1] washyourhands
[1] wearamask
[1] igotmyvaccine
[1] jerusalema

Top Hashtags in Tweet in G5:
[9] flattenthecurve
[3] flattenthecurse
[1] divigate
[1] intensivstation
[1] impfung
[1] cdurausausderregierung

Top Hashtags in Tweet in G6:
[80] nagaland
[70] togetherwecan
[58] nagalandagainstcovid19
[22] flattenthecurve

Top Hashtags in Tweet in G7:
[1] flattenthecurve
[1] palwashabashir
[1] nationalbadmintonchampion

Top Hashtags in Tweet in G8:
[18] flattenthecurve
[10] stayhome
[6] enmmenekugai
[2] wearamask
[2] washyourhands

Top Hashtags in Tweet in G9:
[5] flattenthecurve
[3] maldives
[1] stayhome
[1] adducity
[1] stayhome_staysafe
[1] wearmasksavelife

Top Hashtags in Tweet in G10:
[38] safetyfirst
[38] indiafightscovid19
[38] indiafightscorona
[37] jointhefight
[30] unitedwestand
[20] covid19india
[19] flattenthecurve
[8] jammukashmir
[5] humanityfirst
[5] helpinghand

Top Words
Top Words in Tweet in Entire Graph:
[1159] #flattenthecurve
[373] #covid19
[349] station
[230] covid
[205] 19
[193] train
[168] #staysafe
[159] next
[152] stopping
[143] #covid_19

Top Words in Tweet in G1:
[228] #flattenthecurve
[54] #covid19
[33] #stayhome
[29] #staysafe
[25] home
[22] stay
[19] #washyourhands
[19] #stayathome
[17] covid
[15] #getvaccinated

Top Words in Tweet in G2:
[189] #flattenthecurve
[173] #covid19
[114] #staysafe
[108] #sarscov2
[108] #vaccinated
[108] #suriname
[108] #communityspreading
[108] #global
[108] #maketheworldfreeofcovid19
[107] #washyourhands

Top Words in Tweet in G3:
[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 G4:
[44] #flattenthecurve
[41] m4ttmc87
[13] think
[13] #holdfirm
[7] makes
[7] doesn
[7] two
[7] more
[7] weeks
[7] #endthelockdown

Top Words in Tweet in G5:
[11] die
[9] #flattenthecurve
[4] intensivstationen
[4] ricardolange4
[3] überlastet
[3] jensspahn
[3] #flattenthecurse
[2] hopenadeshda
[2] deshalb
[2] man

Top Words in Tweet in G6:
[111] covid
[111] 19
[84] bulletin
[80] #nagaland
[70] 2021
[70] #togetherwecan
[61] mygovnagaland
[58] #nagalandagainstcovid19
[54] status
[47] 00

Top Words in Tweet in G7:
[19] hope
[19] re
[19] safe
[19] happy
[19] healthy
[19] eid
[19] urge
[19] everyone
[19] celebrate
[19] responsibly

Top Words in Tweet in G8:
[18] #flattenthecurve
[14] amnashath
[10] #stayhome
[10] families
[8] lets
[8] heartfelt
[8] condolence
[8] deaths
[8] allah
[8] bless

Top Words in Tweet in G9:
[7] hpa_mv
[6] each
[6] directly
[6] help
[6] doctors
[6] nurses
[6] respecting
[6] guidelines
[6] restrictive
[6] measures

Top Words in Tweet in G10:
[39] covid
[39] 19
[38] #safetyfirst
[38] #indiafightscovid19
[38] #indiafightscorona
[37] #jointhefight
[31] ramban
[31] army
[31] battalion
[31] continues

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[189] covid,19
[152] stopping,station
[149] next,stopping
[141] station,next
[108] #sarscov2,#vaccinated
[108] #vaccinated,#suriname
[108] #suriname,#communityspreading
[108] #communityspreading,#global
[108] #global,#maketheworldfreeofcovid19
[107] #maketheworldfreeofcovid19,#covidioten

Top Word Pairs in Tweet in G1:
[24] #covid19,#flattenthecurve
[15] #flattenthecurve,#stayathome
[12] #stayhome,#flattenthecurve
[11] cases,declined
[11] declined,stay
[11] stay,aware
[11] aware,use
[11] use,caution
[11] caution,#covid19
[10] good,morning

Top Word Pairs in Tweet in G2:
[108] #sarscov2,#vaccinated
[108] #vaccinated,#suriname
[108] #suriname,#communityspreading
[108] #communityspreading,#global
[108] #global,#maketheworldfreeofcovid19
[107] #maketheworldfreeofcovid19,#covidioten
[107] #covidioten,#covididiots
[102] #staysafe,#washyourhands
[101] #covididiots,#staythefuckhome
[101] #staythefuckhome,#covid19

Top Word Pairs in Tweet in G3:
[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 G4:
[30] 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 G5:
[3] die,intensivstationen
[2] überlastet,#flattenthecurve
[2] ricardolange4,hopenadeshda
[2] hopenadeshda,jensspahn
[2] jensspahn,deshalb
[2] deshalb,man
[2] man,die
[2] die,impfungen
[2] impfungen,sofort
[2] sofort,stoppen

Top Word Pairs in Tweet in G6:
[111] covid,19
[78] bulletin,#nagaland
[58] #togetherwecan,#nagalandagainstcovid19
[51] mygovnagaland,covid
[47] 19,bulletin
[47] #nagaland,status
[47] 2021,00
[47] 00,pm
[47] pm,#togetherwecan
[37] 19,weekly

Top Word Pairs in Tweet in G7:
[19] hope,re
[19] re,safe
[19] safe,happy
[19] happy,healthy
[19] healthy,eid
[19] eid,urge
[19] urge,everyone
[19] everyone,celebrate
[19] celebrate,responsibly
[19] responsibly,come

Top Word Pairs in Tweet in G8:
[8] heartfelt,condolence
[8] condolence,families
[8] allah,bless
[8] bless,souls
[7] lets,#flattenthecurve
[6] 11,covid
[6] covid,deaths
[6] deaths,last
[6] last,24
[6] 24,hrs

Top Word Pairs in Tweet in G9:
[6] each,directly
[6] directly,help
[6] help,doctors
[6] doctors,nurses
[6] nurses,respecting
[6] respecting,hpa_mv
[6] hpa_mv,guidelines
[6] guidelines,restrictive
[6] restrictive,measures
[6] measures,let's

Top Word Pairs in Tweet in G10:
[39] covid,19
[38] #safetyfirst,#indiafightscovid19
[38] #indiafightscovid19,#indiafightscorona
[31] ramban,army
[31] army,battalion
[31] battalion,continues
[31] continues,covid
[31] 19,awareness
[31] awareness,heartening
[31] heartening,see

Top Replied-To
Top Replied-To in Entire Graph:
@dcramban
@numbzombiemom
@jlk8277
@ksby
@vitalikbuterin
@albertoemachado
@nos
@charliehtweets
@pseudofijian
@sixtus

Top Replied-To in G2:
@numbzombiemom
@albertoemachado

Top Replied-To in G3:
@dgurdasani1

Top Replied-To in G5:
@plus_eins_plus
@ricardolange4
@dickschweinchen
@fredymeury
@oktaytr57
@martina__schalu
@alena_buyx

Top Replied-To in G8:
@zzangria

Top Replied-To in G9:
@hpa_mv
@mariyamhimaa

Top Replied-To in G10:
@dcramban

Top Mentioned
Top Mentioned in Entire Graph:
@amref_kenya
@mygovnagaland
@gretathunberg
@m4ttmc87
@patriciakombo
@yednetworkke
@moh_kenya
@albertoemachado
@fede_254
@dipr_nagaland

Top Mentioned in G1:
@iramey
@agingwisely

Top Mentioned in G2:
@amref_kenya
@yednetworkke
@moh_kenya
@albertoemachado
@fede_254
@chreadkenya
@amref_worldwide
@whoafro
@john_mcguirk
@psampathkumarmd

Top Mentioned in G3:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G4:
@m4ttmc87

Top Mentioned in G5:
@jensspahn
@ricardolange4
@hopenadeshda
@holmenkollin
@luxjason
@sebasti40487987
@fakeschuster
@reitschuster
@sonntagszeitung
@bmg_bund

Top Mentioned in G6:
@mygovnagaland
@dipr_nagaland
@statedisaster
@ddnewskohima
@airnews_kohima
@healthnagaland
@disuzaaarohi

Top Mentioned in G7:
@bashirpalwasha

Top Mentioned in G8:
@amnashath
@schamau
@ar_abbe
@vaadhoococo

Top Mentioned in G9:
@hpa_mv
@firzulf
@kerafanaseem
@ahmedafaal
@msaalimu
@ish_aa
@mohmv
@malecitymv
@mabrouq
@jaleel_aa

Top Mentioned in G10:
@dcramban
@disttramban
@covid19indiaorg
@zoya92khan
@gdcgool
@maria_fatima91
@sana_begum89
@fatima_noor91
@greaterkashmir
@zphqjammu

Top Tweeters
Top Tweeters in Entire Graph:
@united
@ndtv
@asher_wolf
@johangreg
@viralvideovlogs
@slimchick1900
@purplegarter1
@ishagshafeeg
@aajtak
@lalachanka62

Top Tweeters in G1:
@iramey
@haccpjod
@animalrescueus
@i_raj13
@fabcojim
@cadsalovere
@boyackey_badmen
@thegrayarea
@greenfirehvac
@cathyincanada

Top Tweeters in G2:
@viralvideovlogs
@k3vk4
@eagleeye192020
@mougendi
@john_mcguirk
@jayp__morgan
@larrykipz
@timpatalpostma
@radio_azureus
@albertoemachado

Top Tweeters in G3:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@truthsayerodet1
@marikasboros
@un_women
@jeremyfarrar

Top Tweeters in G4:
@willgrindecobbe
@allierox29
@nezmonkee
@duga_carapa
@m4ttmc87
@jfk2005
@devorguillascot
@the_ninjaknight
@seancodling
@ontkenningsfase

Top Tweeters in G5:
@plus_eins_plus
@fredymeury
@hopenadeshda
@oktaytr57
@holmenkollin
@cdu
@martina__schalu
@koelnergeorge
@dickschweinchen
@jensspahn

Top Tweeters in G6:
@caronaupdates
@bjpayyasamy
@sudarshantheva3
@nagalandbot
@airnews_kohima
@dinesh4134053
@theunrealbenz
@bjp4nagaland
@mygovnagaland
@ritakrocha

Top Tweeters in G7:
@tmcheemas
@deehaw90
@drmusavvir786
@thejdofva
@ahmedra69736257
@zs_zohaibshah
@shahidrasoolsh7
@shoaib_jatt
@anilaali
@istiqlalpathan

Top Tweeters in G8:
@ishagshafeeg
@susanibrahim
@03november1988
@amnashath
@nuhuttuveyne
@aishath_iyadh
@m0hameddidi
@shixnah
@shafeeg4749
@isse_saeed

Top Tweeters in G9:
@lamanmohamed
@msaalimu
@ish_aa
@kerafanaseem
@rikachs
@ahmedafaal
@shaxinlennon
@hpa_mv
@mbaschyr
@mohmv

Top Tweeters in G10:
@ddnewslive
@greaterkashmir
@covid19indiaorg
@zphqjammu
@_jammunews_
@dcramban
@maria_fatima91
@sana_begum89
@zoya92khan
@fatima_noor91


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