#Covid19isGettingCloser, Twitter, 6/26/2020 5:17:33 PM, 229939


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#Covid19isGettingCloser Twitter NodeXL SNA Map and Report for Friday, 26 June 2020 at 14:06 UTC
#Covid19isGettingCloser Twitter NodeXL SNA Map and Report for Friday, 26 June 2020 at 14:06 UTC
From:
marc_smith
Uploaded on:
June 26, 2020
Short Description:
#Covid19isGettingCloser via NodeXL https://bit.ly/3dFGrqy
@dineomoepi2
@noma_bosh
@ghettostyler
@steverustad1
@golden_p_
@shepherdlover58
@djkellzbby
@realdonaldtrump
@originalisaiah1
@gregorxsii

Top hashtags:
#covid19isgettingcloser
#covid19
#covid19sa
#covid_19

Description:
Description
The graph represents a network of 9,333 Twitter users whose recent tweets contained "#Covid19isGettingCloser", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 26 June 2020 at 14:11 UTC.

The tweets in the network were tweeted over the 1-day, 7-hour, 20-minute period from Thursday, 25 June 2020 at 06:46 UTC to Friday, 26 June 2020 at 14:06 UTC.

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 : 9333
Unique Edges : 10990
Edges With Duplicates : 1294
Total Edges : 12284
Number of Edge Types : 5
Retweet : 8450
Tweet : 1708
Mentions : 788
Replies to : 446
MentionsInRetweet : 892
Self-Loops : 1771
Reciprocated Vertex Pair Ratio : 0.00471130713712911
Reciprocated Edge Ratio : 0.00937842961189265
Connected Components : 1408
Single-Vertex Connected Components : 1028
Maximum Vertices in a Connected Component : 6847
Maximum Edges in a Connected Component : 9472
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.388082
Graph Density : 0.000115080498481461
Modularity : 0.759249
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 9,333 Twitter users whose recent tweets contained "#Covid19isGettingCloser", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 26 June 2020 at 14:11 UTC.

The tweets in the network were tweeted over the 1-day, 7-hour, 20-minute period from Thursday, 25 June 2020 at 06:46 UTC to Friday, 26 June 2020 at 14:06 UTC.

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 : TwitterSearch
Graph Term : #Covid19isGettingCloser
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://twitter.com/DrZweliMkhize/status/1276235645405585408
[5] https://ipv4.deals/contact
[5] https://www.ipv4.deals/auth/auctions
[5] https://www.youtube.com/channel/UCOF4CAgq4ujWTlkbAb2BJwQ
[4] https://memeburn.com/2020/06/covid-19-trends-twitter-south-africa/
[4] http://www.alrehman.com
[4] https://www.youtube.com/channel/UCR0Ux3NIa6P4ATlPviTkAmg
[3] https://twitter.com/BrettFishA/status/1276507589308792832
[3] https://twitter.com/AzzamAmeen/status/1276355585177350144
[3] https://www.morganlewis.com/pubs/telehealth-use-surges-around-the-world-amid-covid-19-cv19-lf

Top URLs in Tweet in G1:
[2] https://twitter.com/Sva_RSA/status/1275024815670341633
[1] https://twitter.com/DrZweliMkhize/status/1276235645405585408
[1] https://twitter.com/karynmaughan/status/1276245933207019521

Top URLs in Tweet in G2:
[5] https://twitter.com/DrZweliMkhize/status/1276235645405585408
[4] https://memeburn.com/2020/06/covid-19-trends-twitter-south-africa/
[2] https://www.nextchallenge.co.za/
[2] https://twitter.com/Noma_Bosh/status/1276173308782956547
[2] https://twitter.com/washingtonpost/status/1276143002445058051
[2] https://www.thedoctips.com
[2] https://twitter.com/DrTomFrieden/status/1276246824488181761
[2] https://www.newsweek.com/texass-largest-hospital-reaches-100-percent-icu-capacity-1513481
[2] https://www.youtube.com/watch?v=l2PETGk5X_w&feature=youtu.be

[2] https://twitter.com/nytimes/status/1276199749872484352

Top URLs in Tweet in G3:
[3] https://www.coronavirusmonitor.co.za/people/my-covid-19-recovery-i-had-to-dig-deep-to-pull-through/
[2] https://www.coronavirusmonitor.co.za/news/my-experience-working-in-a-covid-19-icu/
[1] https://twitter.com/GEMS_Number1/status/1276116046789906435
[1] https://twitter.com/UmbaliT/status/1276152350449766401
[1] https://www.coronavirusmonitor.co.za/breaking-news/87-more-covid-19-deaths-cases-at-118-375/
[1] https://www.coronavirusmonitor.co.za/money/how-to-make-your-business-stand-out/
[1] https://www.coronavirusmonitor.co.za/lockdown/aspen-could-supply-10-million-dexamethasone-tablets-to-sa/
[1] https://www.coronavirusmonitor.co.za/news/vodacom-durban-july-2020-will-be-an-online-event/

Top URLs in Tweet in G4:
[2] https://twitter.com/tboseZA/status/1276070937318785025
[1] https://twitter.com/LoveLaSnowy/status/1276055961183158272
[1] https://twitter.com/Zethu_L/status/1276055749249073153
[1] https://twitter.com/PMorobi/status/1276055426333847552
[1] https://twitter.com/gomza_/status/1276067861119881216
[1] https://twitter.com/nthato_cibi1/status/1276071782630522880
[1] https://twitter.com/ThuliBinase/status/1276074388014747648
[1] https://twitter.com/thembakhanye30/status/1276073315451502593
[1] https://twitter.com/mazan_zan/status/1276078644314755073
[1] https://twitter.com/b2tumza/status/1276089890745311232

Top URLs in Tweet in G6:
[1] https://twitter.com/DrEricDing/status/1276292276122238988
[1] https://twitter.com/waynejenkins2/status/1276317883388145665

Top URLs in Tweet in G8:
[2] https://twitter.com/christa_belle/status/1276173646038433792
[2] https://apple.news/AdK5bRz6YSHqP7qwaCVzgTQ
[2] https://apple.news/AVEFF7j2LQlqZdZ63mFox2w
[2] https://twitter.com/i/events/1276203156448436230
[1] https://apple.news/Ao71h4T1VR0OE7fICLGYiEg
[1] https://www.politico.com/news/2020/06/23/fauci-nih-white-house-bat-study-336452
[1] https://apple.news/Ab9lptD2nSlKL2KlpQsJX1A
[1] https://twitter.com/B82Scottie/status/1257069510655381522
[1] https://apple.news/A7ilwOvkvR6O5fUyTYIfxew
[1] https://twitter.com/donaldjtrumpjr/status/1275057392649220097

Top URLs in Tweet in G9:
[1] https://twitter.com/ghettostyler/status/1276234463538810882

Top URLs in Tweet in G10:
[1] https://twitter.com/mtsuebeane/status/1276410409885589505
[1] https://twitter.com/dorsetfedchair/status/1276171329956438017

Top Domains
Top Domains in Tweet in Entire Graph:
[251] twitter.com
[73] youtube.com
[20] co.za
[11] apple.news
[10] ipv4.deals
[8] co.uk
[8] co.id
[6] google.com
[5] nytimes.com
[5] blogspot.com

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

Top Domains in Tweet in G2:
[127] twitter.com
[38] youtube.com
[7] co.za
[6] co.uk
[4] memeburn.com
[4] apple.news
[4] blogspot.com
[3] operanewsapp.com
[3] google.com
[3] nytimes.com

Top Domains in Tweet in G3:
[9] co.za
[2] twitter.com

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

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

Top Domains in Tweet in G8:
[14] twitter.com
[7] apple.news
[2] politico.com
[2] worldometers.info
[1] sunshinebiopharma.com
[1] washngtonpost.com
[1] washingtonpost.com
[1] comicskingdom.com
[1] psychologytoday.com
[1] msnbc.com

Top Domains in Tweet in G9:
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6431] covid19isgettingcloser
[516] covid19
[232] covid19sa
[213] covid_19
[165] juliusmalema
[148] coronavirus
[144] covid
[126] chemci
[100] trumpislosing
[98] liverpool



Top Hashtags in Tweet in G1:
[1317] covid19isgettingcloser
[39] juliusmalema
[10] covid19sa
[9] 33yearsofbonang
[6] a31youtube
[6] covid19
[5] girlstalkza
[3] takealotbirthday
[3] dontleavemechallenge
[3] skeemsaam

Top Hashtags in Tweet in G2:
[1121] covid19isgettingcloser
[190] covid19
[71] coronavirus
[64] covid_19
[43] chemci
[40] juliusmalema
[38] covididiots
[36] lisa
[30] jennie
[29] ynwa

Top Hashtags in Tweet in G3:
[62] covid19isgettingcloser
[6] day91oflockdown
[3] hlapamatsoho
[2] covid19sa
[1] skeemsaam
[1] juliusmalema
[1] coronavirus
[1] joburgcares
[1] covid19southafrica

Top Hashtags in Tweet in G4:
[961] covid19isgettingcloser
[154] covid19sa
[31] lockdownlevel5
[27] covid19
[10] juliusmalema
[8] thebesttinthecity
[6] blacktwittermovement
[6] blacktwittersa
[4] dontleavemechallenge
[4] schoolreopening

Top Hashtags in Tweet in G5:
[966] covid19isgettingcloser
[6] kabza
[6] kabzadesmall
[5] liverpool
[5] premierleague
[5] putsouthafricansfirst
[4] herbalifeskin
[3] prokid
[3] herbalifenutrition
[2] herbalife

Top Hashtags in Tweet in G6:
[74] covid19isgettingcloser
[4] covid19
[2] wewantjoe
[2] trumpiskillingus
[2] zika
[2] negligenthomicide
[1] cnntownhall
[1] trumpislosing
[1] inners
[1] maddow

Top Hashtags in Tweet in G7:
[191] covid19isgettingcloser
[9] juliusmalema
[6] 33yearsofbonang
[6] tse
[5] misssatop15
[5] skeemsaam
[5] level5
[2] covid19sa

Top Hashtags in Tweet in G8:
[185] covid19isgettingcloser
[55] maddow
[54] inners
[54] lastword
[54] msnbc
[44] covid19
[20] coronavirus
[16] covid_19
[12] covid
[12] trumpkillsus

Top Hashtags in Tweet in G9:
[23] covid19isgettingcloser
[2] kabza
[1] hushpuppi
[1] sponono
[1] nigerians
[1] ufelani
[1] kabzadesmall
[1] covid19sa
[1] liverpool
[1] pmikassemblyspeech

Top Hashtags in Tweet in G10:
[42] covid19isgettingcloser
[6] novaccinesa
[1] gatlinburg
[1] tennessee
[1] covid19
[1] covid
[1] covididiots
[1] community
[1] communitypolicing
[1] covidiots

Top Words
Top Words in Tweet in Entire Graph:
[10652] #covid19isgettingcloser
[2671] please
[2151] year
[1979] old
[1950] police
[1943] 16
[1607] positive
[1567] tested
[1411] share
[1212] today

Top Words in Tweet in G1:
[1416] #covid19isgettingcloser
[1282] please
[1223] share
[45] help
[40] #juliusmalema
[40] #33yearsofbonang
[37] until
[28] awareness
[28] samkelo
[28] quarantine

Top Words in Tweet in G2:
[1127] #covid19isgettingcloser
[191] #covid19
[102] people
[71] #coronavirus
[69] covid
[64] #covid_19
[55] cases
[51] क
[50] 19
[50] more

Top Words in Tweet in G3:
[1092] #covid19isgettingcloser
[1014] tested
[1014] positive
[995] well
[995] started
[995] tonsillitis
[995] tuesday
[995] recieved
[995] results
[995] today

Top Words in Tweet in G4:
[1771] #covid19isgettingcloser
[501] level
[375] positive
[351] tested
[275] people
[262] day
[244] cases
[226] quarantine
[207] corona
[204] week

Top Words in Tweet in G5:
[1820] 16
[1820] year
[1820] old
[1820] police
[1015] #covid19isgettingcloser
[944] please
[911] nigerians
[910] until
[910] bheki
[910] cele

Top Words in Tweet in G6:
[790] #covid19isgettingcloser
[664] gop
[567] fox
[567] news
[567] poll
[567] sammy
[567] hagar
[567] hannity
[567] wyoming
[567] claire

Top Words in Tweet in G7:
[637] #covid19isgettingcloser
[600] giving
[600] r1k
[600] 50
[600] lucky
[600] winners
[495] #juliusmalema
[442] golden
[440] thank
[439] enter

Top Words in Tweet in G8:
[218] #covid19isgettingcloser
[125] realdonaldtrump
[58] projectlincoln
[57] make
[57] reality
[55] map
[55] #maddow
[55] joebiden
[54] work
[54] #inners

Top Words in Tweet in G9:
[212] #covid19isgettingcloser
[189] year
[184] #kabza
[179] electrical
[179] engineering
[179] graduate
[179] due
[179] unemployment
[179] growing
[179] sa

Top Words in Tweet in G10:
[202] #covid19isgettingcloser
[129] covid
[127] symptoms
[126] many
[125] anxiety
[125] causing
[125] develop
[125] imaginary
[125] psychological
[125] game

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1946] year,old
[1942] 16,year
[1510] tested,positive
[1376] please,share
[1373] share,#covid19isgettingcloser
[1105] positive,well
[1105] well,started
[1105] started,tonsillitis
[1105] tonsillitis,tuesday
[1105] tuesday,recieved

Top Word Pairs in Tweet in G1:
[1223] please,share
[1223] share,#covid19isgettingcloser
[27] help,find
[27] please,awareness
[27] awareness,until
[27] until,found
[27] #juliusmalema,pauli
[27] pauli,#a31youtube
[27] #a31youtube,aldrin
[27] aldrin,youtube

Top Word Pairs in Tweet in G2:
[68] #covid19,#covid19isgettingcloser
[48] covid,19
[40] #covid19isgettingcloser,#covid19
[22] tested,positive
[21] wear,mask
[19] social,distancing
[17] #covididiots,#covid19isgettingcloser
[17] #covid19isgettingcloser,#covid_19
[16] #coronavirus,#covid19isgettingcloser
[13] #covid19isgettingcloser,#juliusmalema

Top Word Pairs in Tweet in G3:
[1014] tested,positive
[995] positive,well
[995] well,started
[995] started,tonsillitis
[995] tonsillitis,tuesday
[995] tuesday,recieved
[995] recieved,results
[995] results,today
[995] today,isiloated
[995] isiloated,speak

Top Word Pairs in Tweet in G4:
[326] tested,positive
[216] day,quarantine
[176] 100k,cases
[174] last,week
[167] 2006,survived
[167] survived,tb
[167] tb,xdr
[167] xdr,left
[167] left,fully
[167] fully,functioning

Top Word Pairs in Tweet in G5:
[1820] 16,year
[1820] year,old
[910] please,until
[910] until,bheki
[910] bheki,cele
[910] cele,sees
[910] sees,#covid19isgettingcloser
[910] #covid19isgettingcloser,place
[910] place,nigerians
[910] nigerians,selling

Top Word Pairs in Tweet in G6:
[567] fox,news
[567] news,poll
[567] sammy,hagar
[567] hagar,hannity
[567] wyoming,claire
[567] claire,mccaskill
[512] americans,died
[311] #wewantjoe,#covid19isgettingcloser
[311] tom,cotton
[311] cotton,wyoming

Top Word Pairs in Tweet in G7:
[600] r1k,50
[600] 50,lucky
[600] lucky,winners
[440] thank,golden
[439] winners,enter
[332] #juliusmalema,#covid19isgettingcloser
[332] #covid19isgettingcloser,#33yearsofbonang
[330] golden,#juliusmalema
[327] giving,r1k
[327] enter,retweet

Top Word Pairs in Tweet in G8:
[54] projectlincoln,work
[54] work,make
[54] make,map
[54] map,reality
[54] reality,#inners
[54] #inners,#maddow
[54] #maddow,#lastword
[54] #lastword,#covid19isgettingcloser
[54] #covid19isgettingcloser,#msnbc
[54] #msnbc,realdonaldtrump

Top Word Pairs in Tweet in G9:
[179] electrical,engineering
[179] engineering,graduate
[179] graduate,due
[179] due,unemployment
[179] unemployment,growing
[179] growing,sa
[179] sa,year
[179] year,harvest
[179] harvest,sell
[179] sell,aloe

Top Word Pairs in Tweet in G10:
[125] anxiety,causing
[125] causing,many
[125] many,develop
[125] develop,imaginary
[125] imaginary,symptoms
[125] symptoms,covid
[125] covid,psychological
[125] psychological,game
[125] game,conquer
[125] conquer,mentally

Top Replied-To
Top Replied-To in Entire Graph:
@tboseza
@projectlincoln
@realdonaldtrump
@golden_p_
@cmofficeup
@lfc
@icmrdelhi
@whitehouse
@militarystart4
@vanonselenp

Top Replied-To in G3:
@noma_bosh

Top Replied-To in G4:
@tboseza
@kayafmmusic
@luu_matinjwa
@sindivanzyl
@fancydramancia
@drzwelimkhize
@umbalit
@mbalulafikile
@lindonorth
@kmmainganye

Top Replied-To in G5:
@ulerato_pillay
@maps_pj
@ghettostyler

Top Replied-To in G6:
@steverustad1
@projectlincoln
@staceym78844177

Top Replied-To in G7:
@golden_p_

Top Replied-To in G8:
@projectlincoln
@realdonaldtrump
@whitehouse
@gatewaypundit
@gopchairwoman
@seanhannity
@rondesantisfl
@lisamei62
@dougducey
@politicussarah

Top Replied-To in G10:
@mtsuebeane

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@joebiden
@djsbu
@kfc
@massivmetro
@tboseza
@dineomoepi2
@adekoya40
@myanc
@lekkerstylist

Top Mentioned in G1:
@dineomoepi2

Top Mentioned in G2:
@francesapps
@qataracademyfc
@ialldatmatterz

Top Mentioned in G4:
@kfc
@tboseza
@steerssa
@mbalulafikile
@lekkerstylist
@dineomoepi2

Top Mentioned in G5:
@andrewmfanyana

Top Mentioned in G6:
@barackobama
@uniofoxford
@nejm
@realdonaldtrump
@joebiden
@icepop_magazine

Top Mentioned in G7:
@ruwaydanuskin

Top Mentioned in G8:
@realdonaldtrump
@joebiden
@melindagates
@thedemocrats
@billgates
@housedemocrats
@foxnews
@potus
@cdcgov
@gop

Top Mentioned in G10:
@cyrilramaphosa
@drzwelimkhize
@noncebamhlauli
@newzroom405

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@chug_soylent
@railwayseva
@britpoptarts
@marketcurrents
@indiatoday
@ndtv
@sherrilee7
@hot_96kenya
@kstreet111

Top Tweeters in G1:
@msduhmeanor
@aston263
@rulzkay1_
@rosalievermeire
@gomza49263288m
@doccandidate
@_kgomotso_m
@itsmeleebo
@alijahjanae
@ashbell031

Top Tweeters in G2:
@bartnlutherking
@surfcityphoto
@frank_j_miles
@_foreignservice
@zee24taasnews
@isthatbrandonn
@tariroc_
@msnsouthafrica
@tv5newsnow
@realgmg67

Top Tweeters in G3:
@sibsmacd
@penxenxe
@mithisa_motho
@tsikimabala
@khvnyi
@hlemna_ngubs
@misslesegos
@justkholii__
@joan_mg
@cityofjoburgza

Top Tweeters in G4:
@sindivanzyl
@iamthebe_m
@pdoubt
@gregorxsii
@bassiekayy
@sevhic_
@newsnetnews
@bavyeshpolitics
@tinasheza
@_sincerelydon

Top Tweeters in G5:
@zintle_mkwela
@phislash
@_senor_nobody
@lyndaphoenix_
@djandy_kay
@yourboy_tk
@azania_kal
@tsekeselepe
@spon_tumious
@_njabzy

Top Tweeters in G6:
@sherrilee7
@gpwriter
@solusnan1
@teram323tere
@kristafrances
@girlzinger
@govsherazkhan
@mstepczyk
@chrissasje
@shareitarie10

Top Tweeters in G7:
@twoshotgurl
@followyouswap
@graeme_stirling
@prabz4lyf
@benenatorthe
@maxjacobson12
@lukhulenihector
@jacobson_corina
@ivainashe1
@wouter50727740

Top Tweeters in G8:
@britpoptarts
@marketcurrents
@briangrnotabot
@foxnews
@cnbc
@armanwalker
@imagefeeder
@wsj
@cnn
@jaketapper

Top Tweeters in G9:
@drahmadbazzi
@retired_makoti
@vijayshadean
@nwabe2
@ajeofafrica
@sekgatha
@dr_flesh_
@khamaldienn
@iam_kunmi
@sushieking

Top Tweeters in G10:
@ayeelexus86
@meezy0688
@hlengz_
@1dayyyyy
@unkuluh
@noncebamhlauli
@_missmokoena
@innocent_menzi
@sizwear_
@neo_mekay


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