#FlattenTheCurve, Twitter, 5/23/2021 2:44:25 PM, 255394


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#FlattenTheCurve_2021-05-23_01-29-13.xlsx
#FlattenTheCurve_2021-05-23_01-29-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/34bnny0
@fede_254
@amref_kenya
@albertoemachado
@sheis_immortal
@patriciakombo
@yednetworkke
@amref_worldwide
@amrefmedical
@viralvideovlogs
@moh_kenya

Top hashtags:
#flattenthecurve
#covid19
#washyourhands
#staysafe

Description:
Description
The graph represents a network of 883 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 Sunday, 23 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 5-day, 12-hour, 17-minute period from Sunday, 09 May 2021 at 00:08 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 : 883
Unique Edges : 427
Edges With Duplicates : 1694
Total Edges : 2121
Number of Edge Types : 5
Tweet : 342
Retweet : 671
MentionsInRetweet : 805
Mentions : 251
Replies to : 52
Self-Loops : 358
Reciprocated Vertex Pair Ratio : 0.0213270142180095
Reciprocated Edge Ratio : 0.0417633410672854
Connected Components : 225
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 283
Maximum Edges in a Connected Component : 1003
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.200903
Graph Density : 0.00110682249494739
Modularity : 0.415576
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 883 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 Sunday, 23 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 5-day, 12-hour, 17-minute period from Sunday, 09 May 2021 at 00:08 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
[4] https://www.instagram.com/accounts/login/
[4] https://twitter.com/Amref_Kenya/status/1392010970772516870
[4] https://twitter.com/jbhavan/status/1392004367914475523
[2] https://www.instagram.com/p/COsFFrRB92n/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/nypost/status/1392991251839004672
[2] https://twitter.com/Spacehehehe/status/1392494591140638720
[2] https://twitter.com/Spacehehehe/status/1391742406861725697
[2] https://www.businessworldtravel.com/
[2] https://twitter.com/vMakenas/status/1392467577209823241

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

Top URLs in Tweet in G2:
[9] https://twitter.com/Amref_Kenya/status/1391610478674198531
[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
[1] https://twitter.com/MOH_Kenya/status/1392161101257789449

Top URLs in Tweet in G3:
[4] https://www.instagram.com/accounts/login/
[2] https://www.businessworldtravel.com/
[2] https://twitter.com/nypost/status/1392991251839004672
[1] https://www.egmontinstitute.be/publications/
[1] https://www.youtube.com/watch?v=kWJJHF5gvDI&feature=youtu.be

[1] https://www.flooringdirectdfw.com/free-estimate
[1] https://www.instagram.com/p/COsEu-SrtpE/
[1] https://twitter.com/iebengaluru/status/1390923108559646722
[1] https://robert-hans.pixels.com/
[1] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/

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

Top URLs in Tweet in G6:
[2] https://twitter.com/vMakenas/status/1392467577209823241
[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
[1] https://twitter.com/Radio_Azureus/status/1393172290662195208
[1] https://twitter.com/NumbZombieMom/status/1391172756562087938
[1] https://twitter.com/NumbZombieMom/status/1391230991138639878
[1] https://twitter.com/sputnikvaccine/status/1391739828711137280
[1] https://twitter.com/sputnikvaccine/status/1391739832087584770
[1] https://twitter.com/Radio_Azureus/status/1392448219171495948

Top URLs in Tweet in G9:
[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/COkf3bFBacU/?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 G10:
[1] https://twitter.com/louis_press/status/1392056809976909824

Top Domains
Top Domains in Tweet in Entire Graph:
[110] twitter.com
[10] coviz.org
[9] instagram.com
[9] google.com
[8] scitechdaily.com
[7] nodexlgraphgallery.org
[6] swarmapp.com
[2] businessworldtravel.com
[2] facebook.com
[2] cbbesthomes.com

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[20] twitter.com
[2] arcgis.com
[1] amref.org

Top Domains in Tweet in G3:
[21] twitter.com
[6] swarmapp.com
[5] instagram.com
[2] facebook.com
[2] cbbesthomes.com
[2] businessworldtravel.com
[1] egmontinstitute.be
[1] youtube.com
[1] flooringdirectdfw.com
[1] pixels.com

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

Top Domains in Tweet in G6:
[39] twitter.com
[7] nodexlgraphgallery.org
[1] biorxiv.org
[1] linkedin.com

Top Domains in Tweet in G9:
[4] instagram.com
[2] google.com
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[610] flattenthecurve
[243] covid19
[76] washyourhands
[71] staysafe
[68] covid_19
[51] wearamask
[45] sarscov2
[44] happynewweek
[43] pandemic
[43] stopthespike



Top Hashtags in Tweet in G1:
[4] angamizacorona
[4] flattenthecurve
[4] happynewweek
[2] komeshacorona
[2] washyourhands
[2] schoolreopening
[2] wearamask
[1] covid19
[1] handsmaskspace

Top Hashtags in Tweet in G2:
[50] flattenthecurve
[45] covid19
[40] happynewweek
[30] angamizacorona
[20] covid19africa
[16] getvaccinated
[16] wearamask
[14] washyourhands
[11] happythursday
[10] vaccineswork

Top Hashtags in Tweet in G3:
[143] flattenthecurve
[39] covid19
[16] stayhome
[13] staysafe
[12] wearamask
[11] getvaccinated
[9] coronavirus
[9] washyourhands
[7] covid_19
[7] socialdistancing

Top Hashtags in Tweet in G4:
[43] flattenthecurve
[42] stopthespike
[1] weareallinthistogether
[1] morons

Top Hashtags in Tweet in G5:
[43] covid19
[2] flattenthecurve
[2] odishacares
[1] coronavirus

Top Hashtags in Tweet in G6:
[56] flattenthecurve
[42] covid19
[39] sarscov2
[39] suriname
[39] communityspreading
[39] global
[39] maketheworldfreeofcovid19
[39] covidioten
[39] covididiots
[39] washyourhands

Top Hashtags in Tweet in G7:
[1] feiertag
[1] festtag
[1] himmelfahrt
[1] männertag
[1] ramadanfest
[1] pokalfinale
[1] einfachnurfrei
[1] flattenthecurve

Top Hashtags in Tweet in G8:
[1] flattenthecurve
[1] palwashabashir
[1] nationalbadmintonchampion

Top Hashtags in Tweet in G9:
[24] climatestrikeonline
[14] flattenthecurve
[9] fridaysforfuture
[7] cologne
[7] covid_19
[6] sixfeetapart
[5] schoolstrike4climate
[4] coronavirus
[4] climateemergency
[4] fighteverycrisis

Top Hashtags in Tweet in G10:
[2] vaccinated
[2] flattenthecurve
[2] vaccineequality

Top Words
Top Words in Tweet in Entire Graph:
[610] #flattenthecurve
[243] #covid19
[215] ensure
[157] fede_254
[136] hands
[128] clean
[123] social
[120] hand
[117] protect
[111] water

Top Words in Tweet in G1:
[164] ensure
[156] fede_254
[94] observe
[93] office
[93] working
[93] area
[93] social
[93] distancing
[93] effectively
[93] use

Top Words in Tweet in G2:
[113] clean
[87] work
[80] place
[65] amref_kenya
[64] regularly
[55] protect
[54] equals
[52] colleagues
[50] #flattenthecurve
[48] common

Top Words in Tweet in G3:
[143] #flattenthecurve
[39] #covid19
[18] stay
[16] #stayhome
[13] #staysafe
[12] good
[12] #wearamask
[11] #getvaccinated
[10] morning
[10] zwerenberg

Top Words in Tweet in G4:
[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 G5:
[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 G6:
[56] #flattenthecurve
[42] #covid19
[39] #sarscov2
[39] #suriname
[39] #communityspreading
[39] #global
[39] #maketheworldfreeofcovid19
[39] #covidioten
[39] #covididiots
[39] #washyourhands

Top Words in Tweet in G7:
[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 G8:
[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 G9:
[26] gretathunberg
[24] #climatestrikeonline
[22] school
[22] strike
[22] week
[22] life
[19] patriciakombo
[18] trees
[18] need
[18] survive

Top Words in Tweet in G10:
[2] one
[2] race
[2] against
[2] time
[2] many
[2] people
[2] #vaccinated
[2] possible
[2] whilst
[2] continuing

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

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:
[80] work,place
[48] common,surfaces
[43] stay,safe
[43] surfaces,regularly
[43] regularly,disinfected
[42] safe,work
[42] place,ensure
[42] ensure,common
[40] #happynewweek,stay
[34] clean,work

Top Word Pairs in Tweet in G3:
[24] #covid19,#flattenthecurve
[9] good,morning
[8] #stayhome,#flattenthecurve
[7] #flattenthecurve,#physicaldistancing
[6] #socialdistance,#washyourhands
[6] #flattenthecurve,#besafeoutthere
[6] #besafeoutthere,#timetomove
[6] #quarantinecrew,#alonetogether
[6] schwarzwald,#flattenthecurve
[5] stay,safe

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
[2] it'll,fine

Top Word Pairs in Tweet in G5:
[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 G6:
[39] #suriname,#communityspreading
[39] #communityspreading,#global
[39] #global,#maketheworldfreeofcovid19
[39] #maketheworldfreeofcovid19,#covidioten
[39] #covidioten,#covididiots
[38] #covididiots,#staythefuckhome
[38] #staythefuckhome,#covid19
[38] #covid19,#covid2020
[38] #covid2020,#staythefhome
[38] #staythefhome,#staysafe

Top Word Pairs in Tweet in G7:
[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 G8:
[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 G9:
[22] school,strike
[22] strike,week
[18] trees,life
[18] life,need
[18] need,survive
[18] survive,#climatestrikeonline
[18] #climatestrikeonline,gretathunberg
[16] patriciakombo,school
[14] week,99
[14] 99,trees

Top Word Pairs in Tweet in G10:
[2] one,race
[2] race,against
[2] against,time
[2] time,many
[2] many,people
[2] people,#vaccinated
[2] #vaccinated,possible
[2] possible,whilst
[2] whilst,continuing
[2] continuing,#flattenthecurve

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@fede_254
@amref_kenya
@maydaymatrix
@hfwodisha
@bret_sears
@moh_kenya
@sheis_immortal
@yednetworkke
@gretathunberg
@amref_worldwide

Top Mentioned in G1:
@fede_254
@sheis_immortal
@moh_kenya
@yednetworkke
@amref_kenya
@whoafro

Top Mentioned in G2:
@amref_kenya
@moh_kenya
@sheis_immortal
@amref_worldwide
@whoafro
@yednetworkke
@amrefmedical
@bennetowuonda
@wh
@kevinod47273643

Top Mentioned in G3:
@egmontinstitute
@wkcosmo
@thisduanepaul
@iramey

Top Mentioned in G4:
@maydaymatrix
@bret_sears

Top Mentioned in G5:
@hfwodisha

Top Mentioned in G6:
@albertoemachado
@yednetworkke
@john_mcguirk
@psampathkumarmd
@amref_kenya
@tacats99
@ecell_iitb
@viralvideovlogs
@swansmirk
@sabdublindr

Top Mentioned in G7:
@polizeiberlin

Top Mentioned in G8:
@bashirpalwasha

Top Mentioned in G9:
@gretathunberg
@patriciakombo
@fridays4future
@markusmaiwald2
@chfrank_cgn
@patreeinitiati1
@lossdamageyouth
@mockcop26
@hbcugreenfund
@kenyagovernors

Top Mentioned in G10:
@brobertson93
@tylermeredith
@bogochisaac
@pattyhajdu
@anitaoakville
@cameronahmad
@vanessahagem
@pablorodriguez
@karinagould
@roycecely

Top Tweeters
Top Tweeters in Entire Graph:
@united
@independent
@asher_wolf
@viralvideovlogs
@88seattle61
@code_convention
@pink1963dsw
@artallks
@ani
@discovertech3

Top Tweeters in G1:
@lord_olelieza
@mainchiq4
@magic2girl
@adrian_seereal
@dennajeal
@bradjrr
@its_davie11
@wayneodera
@cypy_the_great
@bliss_cole

Top Tweeters in G2:
@oapaynigeria
@unscriptedidara
@naughty_libra
@sirfreshsemi
@kokwet_ke
@pablobignose
@faryus88
@bennetowuonda
@prsystems_ng
@seundadab

Top Tweeters in G3:
@iramey
@haccpjod
@thisduanepaul
@_x_acerbation
@deannoelmullen
@mirgray
@fabcojim
@boyackey_badmen
@thegrayarea
@peter_simone

Top Tweeters in G4:
@michael82150005
@jacknationalist
@itunes65
@bluemarioc
@freedomscanada
@steevesralph
@bret_sears
@verity36405235
@janlastname
@ericdarrell

Top Tweeters in G5:
@srpradhan__
@shashankbohidar
@suvampaikaray
@iamitkumarpanda
@aswini_18
@_googleboysingh
@swadesh93
@hfwodisha
@jyotienggr
@dmnabarangpur

Top Tweeters in G6:
@viralvideovlogs
@ani
@subyroy
@john_mcguirk
@who
@radio_azureus
@albertoemachado
@mohfw_india
@ethealthworld
@bernadettecomm1

Top Tweeters in G7:
@wiese_r
@berlinaffaires
@heischonin
@chrissyhamburg
@artuniverse01
@_g_baer_
@mirjam_jessica
@dschampa
@christinruedig1
@anne55884984

Top Tweeters in G8:
@tmcheemas
@deehaw90
@drmusavvir786
@thejdofva
@ahmedra69736257
@zs_zohaibshah
@shahidrasoolsh7
@shoaib_jatt
@anilaali
@istiqlalpathan

Top Tweeters in G9:
@fffbot1
@ourfuturebot
@hbcugreenfund
@kenyagovernors
@unccd
@chfrank_cgn
@gretathunberg
@juliaaaushaha
@822bzz
@fridays4future

Top Tweeters in G10:
@tylermeredith
@karinagould
@pattyhajdu
@brobertson93
@cameronahmad
@bogochisaac
@anitaoakville
@pablorodriguez
@msidhuliberal
@louis_press


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