Mask, Twitter, 6/29/2020 9:22:31 AM, 229991


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Mask_2020-06-28_16-03-29.xlsx
Mask_2020-06-28_16-03-29.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 29, 2020
Short Description:
Mask via NodeXL https://bit.ly/2YH1TqT
@finallevel
@rexchapman
@knittaphd
@madz1426
@shannonsharpe
@snarkeigh
@55true4u
@georgetakei
@shawnt1973
@perlmutations

Top hashtags:
#covid19
#wearamask
#covid911
#ピッタマスク
#mask
#coronavirus
#wearadamnmask
#facemasks

Description:
Description
The graph represents a network of 20,735 Twitter users whose recent tweets contained "Mask", 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 Sunday, 28 June 2020 at 23:11 UTC.

The tweets in the network were tweeted over the 15-minute period from Sunday, 28 June 2020 at 22:48 UTC to Sunday, 28 June 2020 at 23:03 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 : 20735
Unique Edges : 22125
Edges With Duplicates : 1215
Total Edges : 23340
Number of Edge Types : 5
Retweet : 14646
Replies to : 2568
Tweet : 3054
Mentions : 2148
MentionsInRetweet : 924
Self-Loops : 3086
Reciprocated Vertex Pair Ratio : 0.00396482488690083
Reciprocated Edge Ratio : 0.00789833426155638
Connected Components : 3158
Single-Vertex Connected Components : 1135
Maximum Vertices in a Connected Component : 13284
Maximum Edges in a Connected Component : 15846
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 6.017403
Graph Density : 4.5941159820412E-05
Modularity : 0.863656
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 20,735 Twitter users whose recent tweets contained "Mask", 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 Sunday, 28 June 2020 at 23:11 UTC.

The tweets in the network were tweeted over the 15-minute period from Sunday, 28 June 2020 at 22:48 UTC to Sunday, 28 June 2020 at 23:03 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 : TwitterSearch
Graph Term : Mask
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:
[67] https://twitter.com/rexchapman/status/1277327743773016064
[22] https://theconservativetreehouse.com/2020/06/28/nancy-pelosi-says-every-american-should-be-forced-to-wear-the-mask/
[20] https://www.youtube.com/watch?v=fBClRWi61Jk&feature=youtu.be

[20] https://www.pscp.tv/w/1BdxYnzXvoAKX
[18] https://www.oann.com/democrats-call-for-nationwide-mask-mandate/
[16] https://twitter.com/hugostacos/status/1277267379425288197
[14] https://ilovemyfreedoms.com/red-2020-mask?affiliate_id=1345315
[14] https://twitter.com/RexChapman/status/1277327743773016064
[13] https://dailycaller.com/2020/06/28/nancy-pelosi-face-mask-requirement/
[12] https://twitter.com/antman52899/status/1277364442993434625

Top URLs in Tweet in G1:
[1] https://www.pewresearch.org/fact-tank/2020/06/23/most-americans-say-they-regularly-wore-a-mask-in-stores-in-the-past-month-fewer-see-others-doing-it/?utm_content=buffer850ad&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cbsnews.com/amp/news/miami-face-mask-500-dollar-fine-coronavirus/
[1] https://twitter.com/LucianLegacy/status/1276968825163038721
[1] https://twitter.com/rexparker/status/1277352520751493120
[1] https://twitter.com/getsmart4/status/1277368406627540992
[1] https://twitter.com/FINALLEVEL/status/1277354782227722240
[1] https://www.mayoclinic.org/diseases-conditions/coronavirus/in-depth/coronavirus-mask/art-20485449
[1] https://twitter.com/hugostacos/status/1277267379425288197

Top URLs in Tweet in G2:
[33] https://twitter.com/rexchapman/status/1277327743773016064
[7] https://www.cnn.com/2020/06/28/politics/mike-pence-dallas-choir-no-masks-church-event
[7] https://tweetedtimes.com/media/cnn/all?s=tnp
[7] https://twitter.com/madz1426/status/1276941957609078784
[7] https://twitter.com/RexChapman/status/1277327743773016064
[5] https://www.cnn.com/videos/politics/2020/06/28/mike-pence-dallas-choir-no-mask-church-event-sot-vpx.cnn
[5] https://twitter.com/lovesthebern/status/1277293684656967681
[5] http://www.msn.com/en-us/news/politics/us-officials-press-trump-to-wear-mask-in-coronavirus-fight/ar-BB164qRj?ocid=st
[4] https://twitter.com/luckyovlegends/status/1277311404593184768
[3] https://twitter.com/choycebrown/status/1277157726406103040

Top URLs in Tweet in G3:
[2] https://www.ringsidenews.com/2020/06/28/roman-reigns-comments-on-jey-uso-wearing-a-mask-on-smackdown/amp/
[1] https://www.politifact.com/factchecks/2020/jun/26/instagram-posts/face-mask-exempt-card-doesnt-exempt-you-wearing-ma/
[1] https://twitter.com/MrTommyCampbell/status/1276901022397616129

Top URLs in Tweet in G4:
[1] https://twitter.com/missingyuta/status/1277290226793078784
[1] https://twitter.com/bderek1987/status/1277017455991406592

Top URLs in Tweet in G5:
[2] https://twitter.com/rexchapman/status/1277327743773016064
[1] http://www.healthdata.org/news-release/new-ihme-covid-19-model-projects-nearly-180000-us-deaths
[1] https://twitter.com/realdeancain/status/1277090030629130240
[1] https://abc13.com/6277878/?ex_cid=TA_KTRK_TW&taid=5ef8d1404ce841000146791c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://twitter.com/cjdajuice1/status/1277048968137052160?s=19
[1] https://www.youtube.com/watch?v=DaFSH0K4BdQ&feature=youtu.be

[1] https://twitter.com/hugostacos/status/1277267379425288197
[1] https://twitter.com/Karmastrophic_/status/1277309507320918016
[1] https://twitter.com/RexChapman/status/1277327743773016064

Top URLs in Tweet in G6:
[11] https://twitter.com/rexchapman/status/1277327743773016064

Top URLs in Tweet in G7:
[20] https://www.youtube.com/watch?v=fBClRWi61Jk&feature=youtu.be

[20] https://www.pscp.tv/w/1BdxYnzXvoAKX
[20] https://theconservativetreehouse.com/2020/06/28/nancy-pelosi-says-every-american-should-be-forced-to-wear-the-mask/
[4] https://www.wcvb.com/article/a-starbucks-barista-shamed-for-refusing-to-serve-someone-without-a-mask-receives-dollar80k-in-tips/32992362
[3] https://www.newsweek.com/founder-reopen-movement-who-didnt-wear-mask-tests-positive-coronavirus-1513831?utm_term=Autofeed&utm_medium=Social&utm_source=Facebook&fbclid=IwAR15r72pSZPsXcsQIBSi6l3yq_kjP0fAJK69wMcWOXCDaa8i1GBAW5UYumM#Echobox=1593232605
[2] https://trib.al/fAbIw4V
[2] https://www.cbsnews.com/news/coronavirus-trump-americans-opinion-poll-28-06-2020/
[2] https://twitter.com/Mike_Pence/status/1277343334709841932
[2] https://twitter.com/thehill/status/1277369686259150848
[1] https://trib.al/2DFr0XK

Top URLs in Tweet in G8:
[1] https://twitter.com/ufwupdates/status/1276605234828046336
[1] https://twitter.com/l_a_baker/status/1276972278887018496

Top URLs in Tweet in G9:
[3] https://twitter.com/popcrave/status/1277293289625001986
[1] https://twitter.com/rexchapman/status/1277327743773016064
[1] https://twitter.com/thr/status/1277051568899207168
[1] https://twitter.com/beautifulllbri_/status/1277370427854159872
[1] https://twitter.com/PopCrave/status/1277293289625001986

Top URLs in Tweet in G10:
[5] https://www.thegatewaypundit.com/2020/06/definitely-long-overdue-pelosi-calls-nation-wide-mask-mandate/?utm_source=Twitter&utm_campaign=websitesharingbuttons
[2] https://www.thegatewaypundit.com/2020/06/definitely-long-overdue-pelosi-calls-nation-wide-mask-mandate/
[2] https://www.youtube.com/watch?v=3RVG8qNLdoY&feature=emb_logo

[1] https://www.thegatewaypundit.com/2020/06/definitely-long-overdue-pelosi-calls-nation-wide-mask-mandate/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[1] https://twitter.com/govmurphy/status/1277061528106283008
[1] https://twitter.com/washingtonpost/status/1276963076001103877
[1] https://www.youtube.com/watch?v=C1ODBTdNiG0&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[743] twitter.com
[79] youtube.com
[35] co.jp
[34] cnn.com
[30] redbubble.com
[22] theconservativetreehouse.com
[20] pscp.tv
[18] instagram.com
[18] trib.al
[18] oann.com

Top Domains in Tweet in G1:
[5] twitter.com
[1] pewresearch.org
[1] cbsnews.com
[1] mayoclinic.org

Top Domains in Tweet in G2:
[294] twitter.com
[18] cnn.com
[13] instagram.com
[8] msn.com
[7] tweetedtimes.com
[6] co.jp
[5] youtube.com
[4] yahoo.com
[3] twitch.tv
[3] amazon.com

Top Domains in Tweet in G3:
[2] ringsidenews.com
[1] politifact.com
[1] twitter.com

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

Top Domains in Tweet in G5:
[7] twitter.com
[1] healthdata.org
[1] abc13.com
[1] youtube.com

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

Top Domains in Tweet in G7:
[23] twitter.com
[20] youtube.com
[20] pscp.tv
[20] theconservativetreehouse.com
[4] trib.al
[4] wcvb.com
[3] cbsnews.com
[3] newsweek.com
[1] cnn.com
[1] venturebeat.com

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

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

Top Domains in Tweet in G10:
[8] thegatewaypundit.com
[3] youtube.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[113] covid19
[72] wearamask
[37] covid911
[32] ピッタマスク
[27] mask
[25] coronavirus
[24] wearadamnmask
[20] facemasks
[20] jerseystrong
[17] oann



Top Hashtags in Tweet in G1:
[2] trump
[2] johnson

Top Hashtags in Tweet in G2:
[16] covid19
[11] wearamask
[8] wearadamnmask
[8] mask
[7] covid911
[7] coronavirus
[6] maskup
[5] masks
[4] covid
[4] maskssavelives

Top Hashtags in Tweet in G4:
[1] wearyourmask
[1] dobetter
[1] publichealth
[1] trustanurse

Top Hashtags in Tweet in G5:
[2] covid19
[2] karensgonewild
[1] maskssavelives
[1] wearamasksavealife
[1] mutualrespect
[1] wearamask
[1] besafeoutthere
[1] savelives

Top Hashtags in Tweet in G6:
[2] teamlawrenceandissa
[2] inscure
[1] issarae
[1] jayellis
[1] lawrenceville
[1] covid19
[1] blacktvandfilm
[1] blacklove
[1] inscurehbo

Top Hashtags in Tweet in G7:
[12] queerliberationmarch
[6] mask
[4] covid19
[4] covid19usa
[3] maskdontwork
[3] blacklivesmatter
[3] penceliespeopledie
[3] bluewave
[3] resistance
[3] maga

Top Hashtags in Tweet in G8:
[5] blm

Top Hashtags in Tweet in G10:
[2] fraudfauci
[1] pelosi
[1] masks
[1] today

Top Words
Top Words in Tweet in Entire Graph:
[22328] mask
[9129] wear
[6400] wearing
[3532] people
[2356] public
[2169] more
[1860] iq
[1852] point
[1819] test
[1581] breathing

Top Words in Tweet in G1:
[1722] mask
[1639] wearing
[1630] iq
[1621] public
[1616] more
[1616] test
[1615] point
[53] wear
[41] finallevel
[34] people

Top Words in Tweet in G2:
[1265] mask
[518] wear
[266] wearing
[213] people
[101] don
[92] face
[90] one
[69] covid
[68] masks
[61] fucking

Top Words in Tweet in G3:
[771] mask
[693] casket
[693] great
[691] saw
[691] someone
[691] honestly
[691] national
[691] psa
[34] wear
[26] wearing

Top Words in Tweet in G4:
[738] mask
[726] wear
[668] karen
[665] breathing
[663] problem
[663] lol
[42] people
[36] public
[33] many
[33] lack

Top Words in Tweet in G5:
[714] mask
[509] wear
[483] karen
[460] being
[459] over
[455] asked
[451] dallas
[450] fit
[449] throwing
[448] lovely

Top Words in Tweet in G6:
[720] mask
[648] wearing
[607] really
[606] damn
[605] ppl
[605] acting
[605] toddlers
[605] shame
[62] complain
[62] hours

Top Words in Tweet in G7:
[600] mask
[244] wear
[165] wearing
[111] pence
[103] realdonaldtrump
[102] vp
[99] people
[60] texas
[49] joebiden
[47] trump

Top Words in Tweet in G8:
[818] mask
[769] wear
[712] breathing
[703] problems
[390] go
[355] people
[355] don
[351] keep
[351] seeing
[351] miranda

Top Words in Tweet in G9:
[432] mask
[379] face
[277] know
[276] bitch
[276] difference
[276] between
[274] blackface
[274] back
[273] fucking
[273] insulting

Top Words in Tweet in G10:
[404] mask
[180] wear
[125] covid
[118] today
[105] things
[95] bs
[95] designed
[95] demean
[95] silence
[87] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7606] wear,mask
[5174] wearing,mask
[2053] mask,public
[1777] iq,test
[1762] point,wearing
[1758] public,more
[1758] more,iq
[904] president,joe
[883] face,mask
[806] mask,casket

Top Word Pairs in Tweet in G1:
[1630] wearing,mask
[1619] mask,public
[1616] iq,test
[1615] point,wearing
[1615] public,more
[1615] more,iq
[41] wear,mask
[10] people,sick
[8] anti,mask
[8] finallevel,stormwatchgirl

Top Word Pairs in Tweet in G2:
[384] wear,mask
[198] wearing,mask
[58] face,mask
[31] fucking,mask
[30] covid,19
[26] damn,mask
[25] wear,fucking
[25] put,mask
[22] don,wear
[21] mask,wearing

Top Word Pairs in Tweet in G3:
[693] mask,casket
[691] saw,someone
[691] someone,mask
[691] casket,honestly
[691] honestly,great
[691] great,national
[691] national,psa
[24] wearing,mask
[20] problem,still
[20] still,wanna

Top Word Pairs in Tweet in G4:
[718] wear,mask
[663] breathing,problem
[663] problem,lol
[663] lol,wear
[663] mask,karen
[36] mask,public
[33] many,people
[33] people,lack
[33] lack,basic
[33] basic,elementary

Top Word Pairs in Tweet in G5:
[496] wear,mask
[449] asked,wear
[447] dallas,texas
[447] texas,lovely
[447] lovely,young
[447] young,karen
[447] karen,throwing
[447] throwing,fit
[447] fit,over
[447] over,being

Top Word Pairs in Tweet in G6:
[647] wearing,mask
[605] ppl,really
[605] really,acting
[605] acting,toddlers
[605] toddlers,wearing
[605] mask,damn
[605] damn,shame
[31] people,complain
[31] complain,wearing
[31] mask,field

Top Word Pairs in Tweet in G7:
[210] wear,mask
[88] wearing,mask
[41] mask,wearing
[39] vp,pence
[32] good,idea
[28] mask,good
[28] put,mask
[26] live,alex
[26] alex,jones
[26] jones,breathe

Top Word Pairs in Tweet in G8:
[764] wear,mask
[703] breathing,problems
[702] problems,wear
[352] people,breathing
[351] keep,seeing
[351] seeing,people
[351] mask,miranda
[351] miranda,case
[351] case,high
[351] high,risk

Top Word Pairs in Tweet in G9:
[377] face,mask
[276] difference,between
[274] bitch,know
[274] know,difference
[273] between,face
[273] mask,blackface
[273] blackface,fucking
[273] fucking,insulting
[273] insulting,put
[273] put,back

Top Word Pairs in Tweet in G10:
[149] wear,mask
[104] things,today
[95] mask,bs
[95] bs,designed
[95] designed,demean
[95] demean,silence
[65] stay,home
[62] here's,deal
[62] deal,dumb
[62] dumb,asses

Top Replied-To
Top Replied-To in Entire Graph:
@rexchapman
@realdonaldtrump
@drawn_mask
@ninja
@brynntannehill
@finallevel
@chuckcallesto
@thr
@l_a_baker
@whitneycummings

Top Replied-To in G1:
@finallevel
@olmedic
@unfilteredopin3
@tia_517z
@benjaminaronest
@mcomezzy
@makingitpay
@wildmax10
@asinghoff99
@5m23129

Top Replied-To in G3:
@knittaphd
@retiredmaybe

Top Replied-To in G4:
@madz1426
@mursewordsworth
@tyler55963371

Top Replied-To in G5:
@rexchapman
@roberthines44
@corporate_rich
@mekkadonmusic
@stevehofstetter
@waltshaub
@urocklive1
@vabvox
@brentterhune
@stormydaniels

Top Replied-To in G6:
@shannonsharpe
@gabesims20

Top Replied-To in G7:
@realdonaldtrump
@brynntannehill
@l_a_baker
@projectlincoln
@mike_pence
@joebiden
@speakerpelosi
@breaking911
@facethenation
@vp

Top Replied-To in G8:
@snarkeigh

Top Replied-To in G9:
@variety
@hulu
@eagles_lair
@balleralert

Top Replied-To in G10:
@generaldilley
@55true4u
@quicktake
@markdice
@ohsobelle
@karluskap
@truthhammer888
@gatewaypundit
@liz_cheney
@rosejulietblack

Top Mentioned
Top Mentioned in Entire Graph:
@vp
@realdonaldtrump
@rexchapman
@gavinnewsom
@gopleader
@joebiden
@sarahksilverman
@brynntannehill
@govabbott
@gryking

Top Mentioned in G1:
@finallevel
@stormwatchgirl
@thejesse_182
@isntdaveone
@r3fresh
@4a_of
@jdubbl
@kccovcr
@darthlux

Top Mentioned in G2:

Top Mentioned in G3:
@kevinmkruse

Top Mentioned in G4:
@gothalion
@jenniferm_q
@thathollowguy
@madz1426
@4theculture____

Top Mentioned in G5:
@rexchapman
@thecoolauntee
@bakari_sellers
@wholefoods
@waltshaub
@star5atnight
@feistsheindlin1
@debsomewhere
@deejay90192
@brynntannehill

Top Mentioned in G6:
@turner1870
@shannonsharpe

Top Mentioned in G7:
@vp
@realdonaldtrump
@joebiden
@govabbott
@brynntannehill
@speakerpelosi
@aperturedelta
@mike_pence
@fbiwfo
@davidcorndc

Top Mentioned in G8:
@veebeloving

Top Mentioned in G9:
@hulu
@not_1257
@luckyovlegends

Top Mentioned in G10:
@gatewaypundit
@quicktake
@awakenedoutlaw
@kristenhinkson
@julieri33271592
@generaldilley
@pwmania
@ninjakek1
@55true4u
@cavalrycanadian

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@americanair
@rlthingy
@nblackthorne
@united
@delta
@southwestair
@isidormeyer1
@bannerite

Top Tweeters in G1:
@urbangem
@shellhasdragons
@sonnyjason2
@allan_crawshaw
@bettyb00p00
@rosiem1919
@terrilltf
@18diannem
@kevin_timm
@t__donald__

Top Tweeters in G2:
@leehillerlondon
@hawleysjadefav
@billskvrsgrd
@terilyns68
@dazyjane410
@metz_chance
@tnacgal
@inanzu
@starknightz
@kccinews

Top Tweeters in G3:
@morgandavii
@rachie323
@sie_kensou77
@whoa_its_niko
@jr_surg
@595moore
@sueford06
@wethejade
@yungrichtha3rd
@bigcanadiano

Top Tweeters in G4:
@asvpxasha
@angelamorales18
@xoalexnicolexo
@evandwizra
@turnaboutsister
@canyonmanon
@twisted_jopp
@bulimics
@frannjane
@mattielisbon

Top Tweeters in G5:
@itseffinjas
@wise_diva
@teetweetshere
@michelejeanson1
@adiazpi
@debsomewhere
@vabvox
@takethatgods
@deejay90192
@tycoonsgp

Top Tweeters in G6:
@indiaalmighty
@mike_iballross
@thekidskoob
@thestrictlyboss
@psidestep1919
@fatbootybella
@brado_84
@gotsrange
@vwayyyyyyyy
@itskennedi_

Top Tweeters in G7:
@americanair
@delta
@southwestair
@organic2016
@blueflower1096
@bmangh
@mooseman1956
@wcvb
@dcexaminer
@mboksr_maga

Top Tweeters in G8:
@veraduxvevo
@shannonaber
@linda3760
@frogrings
@ninjapirate902
@_chismosa_
@briannanatasha_
@nnyjrldttphth
@birder_katie
@sagelyncaylen

Top Tweeters in G9:
@kiaspeaks
@onpoint_el
@cool_mintz
@kingshawn901
@j_gooder
@jlesag
@lamhfada
@youreashy
@jasonwashere34
@_thisisimani

Top Tweeters in G10:
@jjmac55
@jamierodr14
@frespirit01
@adudefromnowere
@1776pathenry
@galloy_tammie
@jamess020770
@rnd1622
@stevekloscak
@leslieau7