#FlattenTheCurve, Twitter, 5/21/2021 4:36:51 PM, 255303


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#FlattenTheCurve_2021-05-21_03-08-29.xlsx
#FlattenTheCurve_2021-05-21_03-08-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 21, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2RFIXbg
@fede_254
@albertoemachado
@amref_kenya
@patriciakombo
@sheis_immortal
@yednetworkke
@viralvideovlogs
@amref_worldwide
@amrefmedical
@tacats99

Top hashtags:
#flattenthecurve
#covid19
#alwayswearamask
#berailsmart

Description:
Description
The graph represents a network of 1,297 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, 21 May 2021 at 10:09 UTC.

The requested start date was Thursday, 20 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 8-day, 11-hour, 50-minute period from Thursday, 06 May 2021 at 00:35 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 : 1297
Unique Edges : 686
Edges With Duplicates : 2846
Total Edges : 3532
Number of Edge Types : 5
Tweet : 737
Retweet : 1037
MentionsInRetweet : 1289
Mentions : 388
Replies to : 81
Self-Loops : 762
Reciprocated Vertex Pair Ratio : 0.0200462606013878
Reciprocated Edge Ratio : 0.0393046107331822
Connected Components : 319
Single-Vertex Connected Components : 149
Maximum Vertices in a Connected Component : 392
Maximum Edges in a Connected Component : 1562
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.459472
Graph Density : 0.000787072731945515
Modularity : 0.385602
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,297 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, 21 May 2021 at 10:09 UTC.

The requested start date was Thursday, 20 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 8-day, 11-hour, 50-minute period from Thursday, 06 May 2021 at 00:35 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:
[10] https://twitter.com/Amref_Kenya/status/1391610478674198531
[8] https://www.instagram.com/accounts/login/
[5] https://twitter.com/Amref_Kenya/status/1389489101079031810
[4] https://www.twitch.tv/nezuryu
[4] https://twitter.com/jbhavan/status/1392004367914475523
[4] https://twitter.com/Amref_Kenya/status/1392010970772516870
[2] https://www.instagram.com/p/COsFFrRB92n/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/nypost/status/1392991251839004672
[2] https://www.businessworldtravel.com/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254329

Top URLs in Tweet in G1:
[2] https://twitter.com/Amref_Kenya/status/1391610478674198531
[1] https://twitter.com/Amref_Kenya/status/1389489101079031810
[1] https://twitter.com/Amref_Kenya/status/1392010970772516870

Top URLs in Tweet in G2:
[5] https://www.instagram.com/accounts/login/
[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://music.apple.com/za/album/higher-power/1558676636?ls
[1] https://music.youtube.com/playlist?list=OLAK5uy_mGgIDS0QQOzZK2ZoBuxYmcBLlOP4TW6RE

[1] https://www.traxsource.com/title/1553490/higher-power
[1] https://www.beatport.com/release/higher-power/3329524
[1] https://www.junodownload.com/products/obed-the-magnificent-higher-power/5019862-02/

Top URLs in Tweet in G3:
[8] https://twitter.com/Amref_Kenya/status/1391610478674198531
[4] https://twitter.com/Amref_Kenya/status/1389489101079031810
[3] 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://twitter.com/YEDNetworkKe/status/1391952070551474186
[1] https://amref.org/coronavirus/
[1] https://twitter.com/WHOAFRO/status/1392073488895258625
[1] https://twitter.com/WHOAFRO/status/1392183349687562245
[1] https://twitter.com/WHOAFRO/status/1391809262939222021

Top URLs in Tweet in G4:
[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 G5:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254329
[2] https://scientist.lk/2021/05/06/sputnik-v-the-russian-weapon-against-the-covid-19-pandemic/
[2] https://twitter.com/vMakenas/status/1392467577209823241
[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=254562
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254689
[1] https://twitter.com/sputnikvaccine/status/1390254070800261121
[1] https://twitter.com/Radio_Azureus/status/1390260720068136965
[1] https://twitter.com/Radio_Azureus/status/1390260721552805890

Top URLs in Tweet in G7:
[1] https://twitter.com/CityNews/status/1392873595370708992

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1137] flattenthecurve
[426] covid19
[171] alwayswearamask
[140] berailsmart
[135] washyourhands
[133] staysafe
[116] wearamask
[107] covid_19
[85] stayhome
[83] togetherwecan



Top Hashtags in Tweet in G1:
[48] covid19
[9] angamizacorona
[9] flattenthecurve
[6] komeshacorona
[5] handsmaskspace
[5] happynewweek
[3] staysafe
[3] washyourhands
[2] schoolreopening
[2] wearamask

Top Hashtags in Tweet in G2:
[213] flattenthecurve
[56] covid19
[26] stayhome
[18] staysafe
[17] getvaccinated
[13] besafeoutthere
[12] stayathome
[12] timetomove
[11] wearamask
[11] jensellsporttoport

Top Hashtags in Tweet in G3:
[75] covid19
[58] flattenthecurve
[39] happynewweek
[38] angamizacorona
[27] washyourhands
[26] staysafe
[20] covid19africa
[17] wearamask
[16] getvaccinated
[11] happythursday

Top Hashtags in Tweet in G4:
[80] climatestrikeonline
[26] flattenthecurve
[14] fridaysforfuture
[10] cologne
[10] covid_19
[9] climatestrike
[9] sixfeetapart
[8] schoolstrike4climate
[7] god
[7] gott

Top Hashtags in Tweet in G5:
[92] flattenthecurve
[75] sarscov2
[75] suriname
[75] communityspreading
[75] global
[74] maketheworldfreeofcovid19
[74] covidioten
[74] covid19
[73] covididiots
[72] staythefuckhome

Top Hashtags in Tweet in G6:
[58] covid19
[3] flattenthecurve
[3] odishacares
[2] coronavirus

Top Hashtags in Tweet in G7:
[43] flattenthecurve
[42] stopthespike
[1] weareallinthistogether
[1] morons

Top Hashtags in Tweet in G8:
[1] feiertag
[1] festtag
[1] himmelfahrt
[1] männertag
[1] ramadanfest
[1] pokalfinale
[1] einfachnurfrei
[1] flattenthecurve

Top Hashtags in Tweet in G9:
[1] flattenthecurve
[1] covidnepal
[1] healthemergency

Top Hashtags in Tweet in G10:
[1] flattenthecurve
[1] palwashabashir
[1] nationalbadmintonchampion

Top Words
Top Words in Tweet in Entire Graph:
[1137] #flattenthecurve
[426] #covid19
[402] station
[241] ensure
[232] train
[206] fede_254
[184] stopping
[183] next
[175] މ
[171] #alwayswearamask

Top Words in Tweet in G1:
[197] fede_254
[168] ensure
[95] observe
[93] office
[93] working
[93] area
[93] social
[93] distancing
[93] effectively
[93] use

Top Words in Tweet in G2:
[213] #flattenthecurve
[56] #covid19
[29] stay
[26] #stayhome
[18] home
[18] #staysafe
[17] #getvaccinated
[17] more
[16] zwerenberg
[13] good

Top Words in Tweet in G3:
[81] amref_kenya
[75] #covid19
[69] ensure
[63] regularly
[59] moh_kenya
[58] #flattenthecurve
[51] work
[47] common
[47] surfaces
[45] safe

Top Words in Tweet in G4:
[80] #climatestrikeonline
[78] week
[78] gretathunberg
[75] school
[75] strike
[73] life
[70] patriciakombo
[69] trees
[69] need
[69] survive

Top Words in Tweet in G5:
[92] #flattenthecurve
[75] #sarscov2
[75] #suriname
[75] #communityspreading
[75] #global
[74] #maketheworldfreeofcovid19
[74] #covidioten
[74] #covid19
[73] #covididiots
[72] #staythefuckhome

Top Words in Tweet in G6:
[58] protect
[58] yourself
[58] #covid19
[58] maintain
[55] hfwodisha
[37] wear
[37] facemask
[37] properly
[37] go
[37] outside

Top Words in Tweet in G7:
[44] weeks
[43] maydaymatrix
[43] #flattenthecurve
[42] becomes
[42] inject
[42] kids
[42] experimental
[42] drugs
[42] #stopthespike
[41] bret_sears

Top Words in Tweet in G8:
[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 G9:
[24] dear
[23] flatten
[23] curve
[23] opinion
[23] think
[23] beyond
[23] existing
[23] health
[23] system
[22] sanzinme

Top Words in Tweet in G10:
[19] hope
[19] re
[19] safe
[19] happy
[19] healthy
[19] eid
[19] urge
[19] everyone
[19] celebrate
[19] responsibly

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[184] stopping,station
[178] next,stopping
[160] station,next
[157] fede_254,ensure
[152] #alwayswearamask,#flattenthecurve
[124] covid,19
[118] #berailsmart,#alwayswearamask
[102] social,distancing
[98] protect,yourself
[94] ensure,office

Top Word Pairs in Tweet in G1:
[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 G2:
[29] #covid19,#flattenthecurve
[13] #flattenthecurve,#besafeoutthere
[12] #stayhome,#flattenthecurve
[12] #besafeoutthere,#timetomove
[11] #timetomove,#jensellsporttoport
[10] #flattenthecurve,#physicaldistancing
[9] flatten,curve
[9] #jensellsporttoport,#porttownsend
[9] schwarzwald,#flattenthecurve
[8] stay,home

Top Word Pairs in Tweet in G3:
[47] common,surfaces
[45] work,place
[42] stay,safe
[42] surfaces,regularly
[42] regularly,disinfected
[41] safe,work
[41] place,ensure
[41] ensure,common
[39] #happynewweek,stay
[33] preventive,measures

Top Word Pairs in Tweet in G4:
[75] school,strike
[75] strike,week
[69] trees,life
[69] life,need
[69] need,survive
[69] survive,#climatestrikeonline
[69] #climatestrikeonline,gretathunberg
[67] patriciakombo,school
[63] week,99
[63] 99,trees

Top Word Pairs in Tweet in G5:
[75] #suriname,#communityspreading
[75] #communityspreading,#global
[74] #global,#maketheworldfreeofcovid19
[74] #maketheworldfreeofcovid19,#covidioten
[73] #covidioten,#covididiots
[72] #covididiots,#staythefuckhome
[66] #staythefuckhome,#covid19
[66] #covid19,#covid2020
[66] #covid2020,#staythefhome
[66] #staythefhome,#staysafe

Top Word Pairs in Tweet in G6:
[58] protect,yourself
[58] yourself,#covid19
[37] wear,facemask
[37] facemask,properly
[37] go,outside
[36] #covid19,try
[36] try,stay
[36] stay,indoors
[34] hfwodisha,protect
[22] properly,whenever

Top Word Pairs in Tweet in G7:
[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
[2] it'll,fine

Top Word Pairs in Tweet in G8:
[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 G9:
[23] dear,flatten
[23] flatten,curve
[23] curve,opinion
[23] opinion,think
[23] think,beyond
[23] beyond,existing
[23] existing,health
[23] health,system
[22] sanzinme,dear
[22] system,infrastr

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@fede_254
@amref_kenya
@gretathunberg
@patriciakombo
@moh_kenya
@hfwodisha
@yednetworkke
@maydaymatrix
@bret_sears
@sheis_immortal

Top Mentioned in G1:
@fede_254
@sheis_immortal
@moh_kenya
@yednetworkke
@amref_kenya
@whoafro
@kevinod47273643
@weks_note
@youthactke
@youthub_ke

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

Top Mentioned in G3:
@amref_kenya
@moh_kenya
@amref_worldwide
@yednetworkke
@whoafro
@kevinod47273643
@amrefmedical
@weks_note
@youthactke
@fede_254

Top Mentioned in G4:
@gretathunberg
@patriciakombo
@markusmaiwald2
@fridays4future
@chfrank_cgn
@ynohabialuz
@patreeinitiati1
@lossdamageyouth
@mockcop26
@hbcugreenfund

Top Mentioned in G5:
@albertoemachado
@yednetworkke
@radio_azureus
@john_mcguirk
@psampathkumarmd
@amref_kenya
@andibabler
@tacats99
@viralvideovlogs
@swansmirk

Top Mentioned in G6:
@hfwodisha

Top Mentioned in G7:
@maydaymatrix
@bret_sears

Top Mentioned in G8:
@polizeiberlin

Top Mentioned in G9:
@sanzinme

Top Mentioned in G10:
@bashirpalwasha

Top Tweeters
Top Tweeters in Entire Graph:
@united
@independent
@asher_wolf
@viralvideovlogs
@88seattle61
@walmart
@code_convention
@artallks
@pink1963dsw
@ani

Top Tweeters in G1:
@lord_olelieza
@oapaynigeria
@unscriptedidara
@mainchiq4
@naughty_libra
@ondanyacyrus
@magic2girl
@adrian_seereal
@sirfreshsemi
@bradjrr

Top Tweeters in G2:
@iramey
@_x_acerbation
@caribbeanaccent
@thisduanepaul
@deannoelmullen
@fabcojim
@mirgray
@boyackey_badmen
@thegrayarea
@rusticusarat

Top Tweeters in G3:
@kokwet_ke
@faryus88
@bennetowuonda
@shark_kenya
@kisumu_lastborn
@jaykiluu
@abukaalfred
@collins_dimore
@emungau
@_emmaculatej

Top Tweeters in G4:
@jfsebastian146
@btkrth
@ourfuturebot
@fffbot1
@sustaintrends
@climatebabes
@noahsarkcrew
@huwphuw
@johnmbundi
@zachary03699160

Top Tweeters in G5:
@viralvideovlogs
@nicochan33
@nytimes
@washingtonpost
@bbcworld
@k3vk4
@cnni
@spirosmargaris
@jblefevre60
@john_mcguirk

Top Tweeters in G6:
@bikrams1996
@srpradhan__
@shashankbohidar
@suvampaikaray
@i_srittam
@aswini_18
@iamitkumarpanda
@reen2das
@_googleboysingh
@swadesh93

Top Tweeters in G7:
@michael82150005
@itunes65
@jacknationalist
@bluemarioc
@freedomscanada
@bret_sears
@steevesralph
@verity36405235
@janlastname
@ericdarrell

Top Tweeters in G8:
@wiese_r
@berlinaffaires
@heischonin
@chrissyhamburg
@artuniverse01
@_g_baer_
@mirjam_jessica
@dschampa
@christinruedig1
@anne55884984

Top Tweeters in G9:
@bishodip
@arunbudhathoki
@die4gooner
@richilychie
@hsibar
@aneekarma
@monicalohani
@raastha76
@ibnamra
@sanzinme

Top Tweeters in G10:
@tmcheemas
@deehaw90
@drmusavvir786
@thejdofva
@ahmedra69736257
@shahidrasoolsh7
@zs_zohaibshah
@shoaib_jatt
@anilaali
@istiqlalpathan


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