#FlattenTheCurve, Twitter, 7/13/2021 12:28:26 PM, 258636


FAQ | Problem?

#FlattenTheCurve_2021-07-13_01-25-42.xlsx
#FlattenTheCurve_2021-07-13_01-25-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 13, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3efdapL
@gp_commsafety
@fede_254
@corona_ssyt
@albertoemachado
@amref_kenya
@serahpheen
@shoprite_sa
@skatiq3
@alanwinde
@m4ttmc87

Top hashtags:
#flattenthecurve
#pwds
#covid19
#covid_19
#staysafe
#coronavirus

Description:
Description
The graph represents a network of 1,721 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, 13 July 2021 at 08:27 UTC.

The requested start date was Tuesday, 13 July 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, 12-hour, 19-minute period from Tuesday, 29 June 2021 at 00:04 UTC to Monday, 12 July 2021 at 12:23 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 : 1721
Unique Edges : 923
Edges With Duplicates : 4594
Total Edges : 5517
Number of Edge Types : 5
Mentions : 487
MentionsInRetweet : 2380
Retweet : 1858
Tweet : 697
Replies to : 95
Self-Loops : 722
Reciprocated Vertex Pair Ratio : 0.0273348519362187
Reciprocated Edge Ratio : 0.0532150776053215
Connected Components : 263
Single-Vertex Connected Components : 119
Maximum Vertices in a Connected Component : 804
Maximum Edges in a Connected Component : 3217
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.758258
Graph Density : 0.000761793440806454
Modularity : 0.381681
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,721 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, 13 July 2021 at 08:27 UTC.

The requested start date was Tuesday, 13 July 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, 12-hour, 19-minute period from Tuesday, 29 June 2021 at 00:04 UTC to Monday, 12 July 2021 at 12:23 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:
[15] https://canvasprintco.co.za/order-now/
[9] https://twitter.com/Amref_Kenya/status/1407219546054856706
[8] https://www.twitch.tv/nezuryu
[6] https://mobile.tupaia.org/supplychain_fiji/FJ/COVID-19%20Fiji?overlay=FJ_COVID_TRACKING_Dose_1_SubDistrict_Percentage_Vaccinated
[6] https://www.instagram.com/accounts/login/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257794
[4] https://vaccine.enroll.health.gov.za/
[4] https://twitter.com/Amref_Kenya/status/1407247393490411522
[3] http://www.food-blog.co.za/joburg/get-the-taste-of-choo-choo-junction-at-home/
[3] https://twitter.com/profrasen/status/1410921439402811394

Top URLs in Tweet in G1:
[4] https://vaccine.enroll.health.gov.za/

Top URLs in Tweet in G2:
[7] https://twitter.com/Amref_Kenya/status/1407219546054856706
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257794
[2] https://twitter.com/Amref_Kenya/status/1407247393490411522
[2] https://twitter.com/Amref_Kenya/status/1407279003120148482
[1] https://twitter.com/WHOAFRO/status/1410170799005356035
[1] https://newsroom.amref.org/blog/2021/06/combating-the-spread-of-covid-19-through-strengthening-hygiene-behavior-lessons-from-10-counties/
[1] https://twitter.com/PSKenya_/status/1411940413762592768
[1] https://twitter.com/WHOAFRO/status/1411776901975248901
[1] https://twitter.com/Amref_Kenya/status/1407567613039894530
[1] https://twitter.com/Amref_Kenya/status/1407583287221133316

Top URLs in Tweet in G3:
[2] https://twitter.com/Amref_Kenya/status/1407219546054856706
[2] https://twitter.com/Amref_Kenya/status/1407247393490411522
[1] https://twitter.com/Amref_Kenya/status/1407279003120148482
[1] https://twitter.com/Amref_Kenya/status/1407567613039894530
[1] https://twitter.com/Amref_Kenya/status/1407583287221133316
[1] https://twitter.com/Amref_Kenya/status/1407613932085420035

Top URLs in Tweet in G4:
[6] https://www.instagram.com/accounts/login/
[2] https://drive.google.com/drive/folders/1ki4kxJkwUX3M02QZxC5kpBR0IHPcQjcM
[2] https://www.flooringdirectdfw.com/free-estimate
[1] https://t75hannover.tumblr.com/post/655311166317461504/noch-5-minuten-bis-zum-vollen-5g-empfang#_=_
[1] https://twitter.com/tomfgoodwin/status/1409833543409283073
[1] https://twitter.com/GP_CommSafety/status/1409831665187307522
[1] http://www.bccancer.bc.ca/covid19
[1] https://twitter.com/theepmiller/status/1409523355791790082
[1] https://twitter.com/covid19crusher/status/1406294534158434309
[1] https://www.instagram.com/p/CQy2ZbWLor-/

Top URLs in Tweet in G5:
[2] https://twitter.com/andreasdueren/status/1414132786353655809

Top URLs in Tweet in G6:
[1] https://twitter.com/mec_mitchell/status/1410588573070413824

Top URLs in Tweet in G7:
[1] https://nos.nl/liveblog/2388428-aantal-besmettingen-stijgt-snel-kabinet-kijkt-naar-maatregelen-drukte-bij-teststraten-ggd-schaalt-op#UPDATE-container-54380007
[1] https://twitter.com/hommel_b/status/1411736496072179720
[1] https://twitter.com/wybrenvanhaga/status/1408142802601533444

Top URLs in Tweet in G8:
[1] https://twitter.com/tomdabassman/status/1413538335180611584

Top Domains
Top Domains in Tweet in Entire Graph:
[112] twitter.com
[20] coviz.org
[19] swarmapp.com
[18] co.za
[16] google.com
[14] scitechdaily.com
[8] twitch.tv
[7] instagram.com
[6] youtube.com
[6] tupaia.org

Top Domains in Tweet in G1:
[4] gov.za

Top Domains in Tweet in G2:
[16] twitter.com
[4] nodexlgraphgallery.org
[1] amref.org
[1] bag2bag.in
[1] dwcug.org
[1] who.int

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

Top Domains in Tweet in G4:
[50] twitter.com
[19] swarmapp.com
[7] instagram.com
[3] mercerbradley.com
[3] wordpress.com
[2] google.com
[2] facebook.com
[2] youtube.com
[2] flooringdirectdfw.com
[2] backatyou.com

Top Domains in Tweet in G5:
[2] twitter.com

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

Top Domains in Tweet in G7:
[2] twitter.com
[1] nos.nl

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1305] flattenthecurve
[490] pwds
[338] covid19
[222] covid_19
[167] staysafe
[136] coronavirus
[119] staysafeafrica
[119] staysafesa
[115] togetherwecan
[109] covid_19sa



Top Hashtags in Tweet in G1:
[162] flattenthecurve
[157] covid_19
[81] gautengcovid19
[5] level4lockdown
[4] staysafe
[4] covid19
[2] lockdownlevel4
[2] ichoosevaccination
[2] vaaltwitter
[1] choosevaccination

Top Hashtags in Tweet in G2:
[211] pwds
[68] covid19
[58] flattenthecurve
[18] angamizacorona
[17] handsmaskspace
[13] stayathome
[12] getvaccinated
[12] ppes
[11] staysafe
[11] washyourhands

Top Hashtags in Tweet in G3:
[279] pwds
[13] flattenthecurve
[11] angamizacorona
[10] handsmaskspace
[2] komeshacorona
[1] covid19
[1] angamuzacorona
[1] wearamask
[1] covid_19

Top Hashtags in Tweet in G4:
[220] flattenthecurve
[65] covid19
[37] staysafe
[36] washyourhands
[21] covid_19
[19] getvaccinated
[18] vaccinated
[17] wearamask
[17] covidioten
[17] pandemic

Top Hashtags in Tweet in G5:
[108] flattenthecurve
[1] nocovid

Top Hashtags in Tweet in G6:
[59] flattenthecurve
[53] staysafe
[22] covid19
[10] lockdownlevel4
[1] covid_19

Top Hashtags in Tweet in G7:
[7] flattenthecurve
[4] zomerrecess
[3] covid19nl
[3] lockdown
[2] lockup
[2] ikdoewelmee
[1] samensterk
[1] actnow
[1] bangmakerij
[1] angstzaaierij

Top Hashtags in Tweet in G8:
[30] maskenrunter
[6] flattenthecurve
[3] neuenormalitaet
[3] heinerultras

Top Hashtags in Tweet in G9:
[113] togetherwecan
[99] nagaland
[74] flattenthecurve
[59] nagalandagainstcovid19
[52] nagalandagainstcovid
[26] covid19
[2] staysafe
[2] civid19
[1] largestvaccinationdrive
[1] wearamask

Top Hashtags in Tweet in G10:
[27] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1299] #flattenthecurve
[610] covid
[596] 19
[490] #pwds
[384] station
[349] gp_commsafety
[338] #covid19
[319] people
[314] help
[271] fede_254

Top Words in Tweet in G1:
[345] gp_commsafety
[253] sedibeng
[249] expired
[241] mec
[221] sharpeville
[191] products
[189] food
[175] region
[169] faithmazibukosa
[167] discovered

Top Words in Tweet in G2:
[226] serahpheen
[211] #pwds
[171] 19
[170] covid
[152] good
[119] amref_kenya
[116] amos
[104] need
[93] people
[90] keep

Top Words in Tweet in G3:
[279] #pwds
[240] covid
[240] 19
[238] fede_254
[227] help
[198] people
[170] society
[146] ensure
[137] need
[113] living

Top Words in Tweet in G4:
[218] #flattenthecurve
[65] #covid19
[37] #staysafe
[33] #washyourhands
[26] zwerenberg
[21] #covid_19
[19] covid
[19] #getvaccinated
[18] #vaccinated
[17] home

Top Words in Tweet in G5:
[108] #flattenthecurve
[103] ziel
[103] mã
[102] holgerkopp
[102] erinnert
[102] war
[102] fing
[102] inzwischen
[102] ssen
[101] allesâ

Top Words in Tweet in G6:
[59] #flattenthecurve
[53] #staysafe
[39] mec_mitchell
[30] wcgovtpw
[23] westerncapegov
[22] #covid19
[21] close
[21] spread
[21] save
[20] taxi

Top Words in Tweet in G7:
[7] #flattenthecurve
[6] hugodejonge
[5] paar
[4] rivm
[4] ruim
[4] twee
[4] maanden
[4] verschil
[4] vooraf
[4] aan

Top Words in Tweet in G8:
[30] #maskenrunter
[30] ordnung
[30] sicherer
[30] umgebung
[30] bspw
[30] zwischen
[30] 60
[30] 000
[30] menschen
[30] fuãÿballspiel

Top Words in Tweet in G9:
[113] #togetherwecan
[108] 2021
[99] bulletin
[99] #nagaland
[95] status
[95] july
[95] covid
[93] 19
[73] #flattenthecurve
[58] #nagalandagainstcovid19

Top Words in Tweet in G10:
[27] #flattenthecurve
[25] m4ttmc87

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[585] covid,19
[185] food,products
[178] #pwds,part
[175] sedibeng,region
[172] expired,food
[172] next,stopping
[172] stopping,station
[167] discovered,expired
[167] station,next
[163] mec,faithmazibukosa

Top Word Pairs in Tweet in G1:
[185] food,products
[175] sedibeng,region
[172] expired,food
[167] discovered,expired
[163] mec,faithmazibukosa
[159] gp_commsafety,mec
[115] sharpeville,sedibeng
[107] faithmazibukosa,discovered
[107] products,shoprite_sa
[107] shoprite_sa,sharpeville

Top Word Pairs in Tweet in G2:
[170] covid,19
[88] #pwds,part
[76] bravo,amref_kenya
[76] amref_kenya,good
[76] good,initiative
[76] initiative,keep
[76] keep,good
[76] good,job
[76] job,#pwds
[76] part,community

Top Word Pairs in Tweet in G3:
[240] covid,19
[114] fede_254,people
[113] people,living
[112] living,#pwds
[90] #pwds,part
[82] people,needy
[82] needy,special
[82] special,needs
[82] needs,#pwds
[82] part,society

Top Word Pairs in Tweet in G4:
[25] #covid19,#flattenthecurve
[16] #sarscov2,#vaccinated
[16] #vaccinated,#suriname
[16] #suriname,#communityspreading
[16] #maketheworldfreeofcovid19,#covidioten
[16] #covidioten,#covididiots
[16] #covididiots,#staythefuckhome
[16] #staythefuckhome,#covid19
[16] #covid19,#covid2020
[16] #covid2020,#staythefhome

Top Word Pairs in Tweet in G5:
[102] #flattenthecurve,erinnert
[102] erinnert,war
[102] war,ziel
[102] ziel,fing
[102] fing,inzwischen
[102] inzwischen,mã
[102] mã,ssen
[101] holgerkopp,#flattenthecurve
[101] ssen,allesâ
[4] definitiv,die

Top Word Pairs in Tweet in G6:
[21] spread,#covid19
[20] save,lives
[18] #flattenthecurve,save
[17] #staysafe,#flattenthecurve
[17] wcgovtpw,westerncapegov
[17] help,#flattenthecurve
[15] western,cape
[13] good,morning
[13] morning,sa
[13] sa,gatherings

Top Word Pairs in Tweet in G7:
[4] ruim,twee
[4] twee,maanden
[4] maanden,verschil
[4] verschil,vooraf
[4] vooraf,aan
[4] aan,zomerrecess
[4] zomerrecess,paar
[4] paar,weken
[4] weken,#zomerrecess
[3] #zomerrecess,#covid19nl

Top Word Pairs in Tweet in G8:
[30] #maskenrunter,ordnung
[30] ordnung,sicherer
[30] sicherer,umgebung
[30] umgebung,bspw
[30] bspw,zwischen
[30] zwischen,60
[30] 60,000
[30] 000,menschen
[30] menschen,fuãÿballspiel
[30] fuãÿballspiel,geschieht

Top Word Pairs in Tweet in G9:
[99] bulletin,#nagaland
[95] july,2021
[93] covid,19
[87] #nagaland,status
[67] 19,bulletin
[58] #togetherwecan,#nagalandagainstcovid19
[48] 2021,00
[48] 00,pm
[48] pm,#togetherwecan
[41] mygovnagaland,covid

Top Word Pairs in Tweet in G10:
[25] m4ttmc87,#flattenthecurve

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gp_commsafety
@fede_254
@serahpheen
@faithmazibukosa
@shoprite_sa
@amref_kenya
@holgerkopp
@motsekimabuya1
@mygovnagaland
@iammanue_

Top Mentioned in G1:
@gp_commsafety
@faithmazibukosa
@shoprite_sa
@motsekimabuya1
@sedibengdm
@enca
@dotransport
@princemnisi
@lekoafm91
@governmentza

Top Mentioned in G2:
@serahpheen
@amref_kenya
@fede_254
@amref_worldwide
@moh_kenya
@amrefmedical
@rockefellerfdn
@___jhons
@chreadkenya
@i__amshiro

Top Mentioned in G3:
@fede_254
@iammanue_
@serahpheen
@hitmanoficiall
@amref_kenya
@___jhons
@unileverea
@moh_kenya
@bizfightscorona
@ukaid

Top Mentioned in G4:
@acci_india

Top Mentioned in G5:
@holgerkopp
@gert_woellmann
@starmedia777777
@rponline

Top Mentioned in G6:
@mec_mitchell
@wcgovtpw
@westerncapegov
@alanwinde
@governmentza
@wcgovsafelyhome
@westerncapeda
@gcismedia
@wc
@wcprovparl

Top Mentioned in G7:
@hugodejonge
@rivm
@minvws
@markrutte
@roelgrif
@minpres
@tijdvooreten
@marijnissenl
@rivm_vdissel
@tamaravanark

Top Mentioned in G8:
@lviehler
@holgerkopp
@some1elseultra

Top Mentioned in G9:
@mygovnagaland
@healthnagaland
@statedisaster
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@stateiecbureau

Top Mentioned in G10:
@m4ttmc87

Top Tweeters
Top Tweeters in Entire Graph:
@bexxmodd
@viralvideovlogs
@ketaminh
@skepmi
@globeandmail
@ipythonistabot
@cnbc
@berlinsandra78
@mailonline
@germantwitchsup

Top Tweeters in G1:
@_sphesihlem
@enca
@boks_26
@phislash
@azania_kal
@abramjee
@bulldozerboxing
@kabelodick
@maraenslin
@maggsnaidu

Top Tweeters in G2:
@viralvideovlogs
@andrewsuleh
@itsjacksonke
@itskiprotich1
@askamazngkisumu
@larrykipz
@its_davie11
@wayneodera
@bennetowuonda
@shark_kenya

Top Tweeters in G3:
@corona_ssyt
@magic2girl
@elee_global
@dennajeal
@assswetto
@mashaaahtney
@bradjrr
@katen_ke
@mwende28
@its__phey

Top Tweeters in G4:
@thecouncilwolf
@animalrescueus
@slowslowfood
@fabcojim
@csigmashow
@coralandmauve
@miyuko_junsei
@boyackey_badmen
@ingridtuinstra1
@thatbaldchick

Top Tweeters in G5:
@gothp1
@connyro_bln
@berlincasi
@skipelita
@fraumerkek
@morocologne1
@rponline
@helenehargeshe1
@brischleu
@schwammebrie

Top Tweeters in G6:
@lootgous
@_arrivealive
@sszonke
@vineshkznsa
@king_sthera13
@grahamgersbach
@governmentza
@earlseptember
@mikeklinkct
@mthethelelisamu

Top Tweeters in G7:
@nos
@defanoholwijn
@rtlnieuws
@tijdvooreten
@roelgrif
@nasa
@op1npo
@solarimpulse
@hugodejonge
@minvws

Top Tweeters in G8:
@manou77633472
@omisintheair
@karlerbach
@franzhaid
@irmler3
@thisis_gm
@friedaimperia
@tomdabassman
@muctaxidivideet
@whereismymodel3

Top Tweeters in G9:
@jusabhi
@dineshseervibjp
@sudarshantheva3
@krs_deshsevak
@nagalandbot
@airnews_kohima
@padigiri
@bjp4nagaland
@mygovnagaland
@ritakrocha

Top Tweeters in G10:
@m4ttmc87
@tonystack1
@alberta_rebel
@crpytd1
@mtsoi187
@tazalot1981
@infected_whale
@furleada
@rosemcx
@wuhantang2


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.