Wear a mask, Twitter, 9/25/2021 1:26:26 AM, 262781


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Wear a mask_2021-09-24_16-45-03.xlsx
Wear a mask_2021-09-24_16-45-03.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 25, 2021
Short Description:
Wear a mask via NodeXL https://bit.ly/3lVqYsK
@ronfilipkowski
@justin_hart
@nicolesjchung
@patrickstaple12
@zentaoprincess
@marswatcher
@calltoactivism
@stevehiltonx
@drpoorman
@timrunshismouth

Top hashtags:
#covid19
#vaccinated
#wearamask
#ssd
#stayselcaday

Description:
Description
The graph represents a network of 22,096 Twitter users whose recent tweets contained "Wear a 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 Saturday, 25 September 2021 at 00:13 UTC.

The tweets in the network were tweeted over the 23-hour, 33-minute period from Friday, 24 September 2021 at 00:11 UTC to Friday, 24 September 2021 at 23:45 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 : 22096
Unique Edges : 24653
Edges With Duplicates : 2088
Total Edges : 26741
Number of Edge Types : 5
Replies to : 4343
Mentions : 4661
Retweet : 11796
Tweet : 2781
MentionsInRetweet : 3160
Self-Loops : 2884
Reciprocated Vertex Pair Ratio : 0.00857739656015288
Reciprocated Edge Ratio : 0.0170089010311095
Connected Components : 4117
Single-Vertex Connected Components : 1692
Maximum Vertices in a Connected Component : 10718
Maximum Edges in a Connected Component : 14142
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 7.964527
Graph Density : 4.64839883204627E-05
Modularity : 0.858977
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 22,096 Twitter users whose recent tweets contained "Wear a 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 Saturday, 25 September 2021 at 00:13 UTC.

The tweets in the network were tweeted over the 23-hour, 33-minute period from Friday, 24 September 2021 at 00:11 UTC to Friday, 24 September 2021 at 23:45 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 : Wear a 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:
[75] https://twitter.com/PhilipWegmann/status/1441478787972034567
[49] https://twitter.com/staronline/status/1440577062532632576
[44] https://twitter.com/anacabrera/status/1441416465828155392
[40] https://www.nytimes.com/2021/09/23/us/politics/disabled-students-mask-mandate.html
[40] https://www.qld.gov.au/health/conditions/health-alerts/coronavirus-covid-19/current-status/public-health-directions/restrictions-impacted-areas
[28] https://www.nytimes.com/2021/09/22/health/covid-hospitals-elective-surgeries.html
[27] https://www.cdc.gov/coronavirus/2019-ncov/variants/delta-variant.html
[21] https://www.theguardian.com/science/audio/2021/sep/23/covid-19-how-effective-are-face-masks-really?CMP=Share_iOSApp_Other
[17] https://twitter.com/martinjuza/status/1441044495571701766
[13] https://twitter.com/TheDailyShow/status/1441220846958247939

Top URLs in Tweet in G1:
[3] https://twitter.com/RzstProgramming/status/1441100929021874182
[3] https://twitter.com/chris_notcapn/status/1441158227991752709
[2] https://twitter.com/lost_lands/status/1438260918480261121
[1] https://twitter.com/shillman1/status/1441383713615454216
[1] https://www.gwinnettdailypost.com/local/republican-7th-congressional-district-candidate-rich-mccormick-says-gwinnett-schools-should-drop-face-mask-mandate/article_2ba4364c-1cd0-11ec-878f-e79f35031985.html
[1] https://twitter.com/eugenedaniels2/status/1441163173139206144

Top URLs in Tweet in G2:
[12] https://twitter.com/TheDailyShow/status/1441220846958247939
[6] https://twitter.com/thedailyshow/status/1441220846958247939
[5] https://twitter.com/jessicaflres/status/1441403936015933440
[4] https://twitter.com/KrysOse/status/1441152453357932544
[4] https://twitter.com/jannarden/status/1441136940544311296
[3] https://twitter.com/EugeneDaniels2/status/1441163173139206144
[3] https://twitter.com/RonFilipkowski/status/1441213212666462209
[3] https://twitter.com/rzstprogramming/status/1440829354540367881
[2] https://twitter.com/varindersingh24/status/1440745250348146693
[2] https://twitter.com/ctvottawa/status/1440858501790650372

Top URLs in Tweet in G3:
[4] https://twitter.com/dstefanos/status/1441096988536102919

Top URLs in Tweet in G4:
[43] https://twitter.com/anacabrera/status/1441416465828155392
[2] https://www.alternet.org/2021/09/texas-mask-mandate-ban/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/NotHoodlum/status/1433926250523942920

Top URLs in Tweet in G5:
[4] https://mynorthwest.com/3149178/rantz-tacoma-covid-students-school-mask-while-chewing-lunch/
[2] https://twitter.com/variety/status/1441437389239377921

Top URLs in Tweet in G7:
[7] https://www.kusi.com/dr-jeff-barke-reacts-to-san-diego-unifieds-proposal-to-mandate-student-vaccinations/
[1] http://www.msn.com/en-us/news/us/biden-administration-steps-in-after-desantis-withholds-salaries-of-school-board-members-who-took-covid-seriously/ar-AAOKKJ0?ocid=st

Top URLs in Tweet in G8:
[6] https://twitter.com/albamonica/status/1441428081265229826
[2] https://twitter.com/maneeshjuneja/status/1440328252082380800
[2] https://twitter.com/GovRonDeSantis/status/1441150690307428358
[1] https://www.military.com/daily-news/2021/08/31/marine-corporal-discharged-over-refusal-wear-mask.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1180] twitter.com
[88] nytimes.com
[56] gov.au
[43] cdc.gov
[33] theguardian.com
[29] detroitnews.com
[23] al.com
[23] youtube.com
[22] radian6.com
[21] houstonchronicle.com

Top Domains in Tweet in G1:
[12] twitter.com
[5] yahoo.com
[4] wkow.com
[2] kyivpost.com
[1] gwinnettdailypost.com

Top Domains in Tweet in G2:
[343] twitter.com
[7] youtube.com
[7] businessinsider.com
[5] msn.com
[4] com.au
[4] washingtonpost.com
[4] instagram.com
[4] nbcnews.com
[3] alternet.org
[3] facebook.com

Top Domains in Tweet in G3:
[11] twitter.com
[1] nytimes.com

Top Domains in Tweet in G4:
[62] twitter.com
[5] alternet.org
[2] cbslocal.com

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

Top Domains in Tweet in G7:
[10] kusi.com
[1] msn.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[477] covid19
[139] vaccinated
[110] wearamask
[98] ssd
[98] stayselcaday
[98] straykids
[98] seungmin
[64] demvoice1
[55] getvaccinated
[33] staysafe



Top Hashtags in Tweet in G1:
[5] hedidntgetin
[2] wearadamnmask
[1] getvaxxed
[1] keybiscayne
[1] getvaccinatednow

Top Hashtags in Tweet in G2:
[23] covid19
[14] wearamask
[9] theview
[6] mask
[4] getvaccinated
[4] maskup
[4] covid
[3] staysafe
[3] facemask
[3] auspol

Top Hashtags in Tweet in G3:
[5] school
[5] mask
[3] mockeryofthemalarkey
[2] zerocovid
[1] australia

Top Hashtags in Tweet in G4:
[1] antivaxxers
[1] covididiots
[1] getvaxxed

Top Hashtags in Tweet in G7:
[1] respiratorweek

Top Hashtags in Tweet in G8:
[3] covidisairborne
[3] covid19
[2] wear
[1] antivaxxers
[1] freedumb
[1] petrolshortage
[1] enoughisenough
[1] wakeup
[1] dictatordan
[1] gladysclusterfukup

Top Hashtags in Tweet in G9:
[20] zerocovid

Top Words
Top Words in Tweet in Entire Graph:
[20929] mask
[20030] wear
[2840] please
[2809] vaccinated
[2487] refusing
[2473] people
[2388] school
[2375] go
[2145] australia
[2075] stop

Top Words in Tweet in G1:
[1791] mask
[1785] wear
[1444] school
[1442] please
[1440] refusing
[1436] board
[1436] won
[1436] doesn
[1435] meeting
[1435] leave

Top Words in Tweet in G2:
[1995] mask
[1916] wear
[326] people
[255] vaccinated
[242] covid
[191] one
[169] don
[162] still
[138] face
[129] please

Top Words in Tweet in G3:
[1673] mask
[1669] wear
[1648] australia
[1648] rules
[1648] go
[1648] stop
[1648] breathing
[11] school
[11] told
[9] ben

Top Words in Tweet in G4:
[1773] mask
[1168] wear
[843] refusing
[794] house
[793] ethics
[793] slapped
[793] marjorie
[793] greene
[793] fine
[646] think

Top Words in Tweet in G5:
[790] wear
[658] mask
[428] home
[409] australia
[393] distance
[391] dont
[391] stay
[391] within
[391] certain
[391] outside

Top Words in Tweet in G6:
[1072] going
[1072] stay
[1072] happy
[1072] bye
[537] wear
[537] mask
[536] please
[536] re
[536] walk
[536] ll

Top Words in Tweet in G7:
[511] wear
[511] mask
[478] vaccinated
[478] folks
[477] seated
[477] apart
[477] virus
[477] incredibly
[477] dangerous
[477] both

Top Words in Tweet in G8:
[291] mask
[278] wear
[84] vaccinated
[62] people
[44] govrondesantis
[42] covid
[36] still
[30] potus
[30] vaccine
[29] masks

Top Words in Tweet in G9:
[552] button
[315] mask
[311] wear
[277] put
[277] one
[277] thing
[276] bus
[276] guy
[276] driver
[276] pulls

Top Words in Tweet in G10:
[312] mask
[311] wear
[310] one
[310] room
[310] couldn
[310] bothered
[310] comb
[310] hair
[310] arrogant
[310] pig

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16876] wear,mask
[2473] refusing,wear
[1765] mask,stop
[1745] go,wear
[1727] rules,go
[1725] australia,rules
[1725] stop,breathing
[1586] school,board
[1570] board,meeting
[1544] mask,won

Top Word Pairs in Tweet in G1:
[1765] wear,mask
[1440] refusing,wear
[1435] mask,won
[1434] dallas,school
[1434] school,board
[1433] well,isn
[1433] isn,infuriating
[1433] infuriating,dallas
[1433] board,meeting
[1433] meeting,tonight

Top Word Pairs in Tweet in G2:
[1459] wear,mask
[83] vaccinated,wear
[67] face,mask
[67] wearing,mask
[58] mask,wear
[54] still,wear
[52] covid,19
[51] don,wear
[50] wear,masks
[49] wear,face

Top Word Pairs in Tweet in G3:
[1661] wear,mask
[1648] australia,rules
[1648] rules,go
[1648] go,wear
[1648] mask,stop
[1648] stop,breathing
[8] mask,school
[5] teacher,year
[5] year,old
[5] old,boy

Top Word Pairs in Tweet in G4:
[1125] wear,mask
[843] refusing,wear
[793] house,ethics
[793] ethics,slapped
[793] slapped,marjorie
[793] greene,fine
[793] fine,refusing
[585] damn,mask
[584] boom,house
[584] marjorie,greene

Top Word Pairs in Tweet in G5:
[644] wear,mask
[391] australia,dont
[391] dont,stay
[391] stay,within
[391] within,certain
[391] certain,distance
[391] distance,home
[391] home,wear
[391] mask,outside
[391] outside,show

Top Word Pairs in Tweet in G6:
[1072] stay,happy
[537] wear,mask
[536] please,wear
[536] mask,re
[536] re,going
[536] going,walk
[536] walk,ll
[536] ll,going
[536] going,stay
[536] happy,stay

Top Word Pairs in Tweet in G7:
[496] wear,mask
[478] vaccinated,wear
[477] seated,apart
[477] apart,virus
[477] virus,incredibly
[477] incredibly,dangerous
[477] dangerous,both
[477] both,vaccinated
[477] mask,standing
[477] standing,close

Top Word Pairs in Tweet in G8:
[246] wear,mask
[32] vaccinated,wear
[12] fully,vaccinated
[12] wash,hands
[12] covid,19
[12] theview,vp
[12] high,risk
[9] wear,masks
[9] matters,whether
[9] still,wear

Top Word Pairs in Tweet in G9:
[276] button,bus
[276] bus,put
[276] put,mask
[276] mask,guy
[276] guy,wear
[276] wear,one
[276] one,driver
[276] driver,pulls
[276] pulls,over
[276] over,keeps

Top Word Pairs in Tweet in G10:
[311] wear,mask
[310] one,room
[310] room,couldn
[310] couldn,bothered
[310] bothered,comb
[310] comb,hair
[310] hair,wear
[310] mask,arrogant
[310] arrogant,pig
[310] pig,uk

Top Replied-To
Top Replied-To in Entire Graph:
@chipfranklin
@krysose
@mlchealth
@bookishworld_
@chrisevans
@mmpadellan
@govkathyhochul
@ronfilipkowski
@thedailyshow
@repswalwell

Top Replied-To in G1:
@ronfilipkowski
@chris_notcapn
@ewinstn
@waynedupreeshow
@realjamesklug
@davidhogg111
@melinda62909033
@preciousihenec1
@jasper73461473
@tlc4sam2

Top Replied-To in G2:
@henrystarkhd

Top Replied-To in G3:
@justin_hart
@nicolel1o11
@natesilver538
@wildmanwv
@joelmpetlin

Top Replied-To in G4:
@chipfranklin
@calltoactivism
@tedcruz
@mari00newyork
@myfirstsocialm2
@nathanmackbrown
@sharonb91877553
@jrolland115
@ionsancho1
@elloyd72

Top Replied-To in G5:
@dowc
@truamericangal1
@paradigmele
@timrunshismouth
@jasonrantz
@brookstevo
@yesisworld

Top Replied-To in G6:
@0x1tyuning

Top Replied-To in G7:
@jeromeadamsmd
@coachcsears
@dciscorruptevil
@carebelbase
@kusinews
@ecm_ecm24759949
@justindsweeney
@utdemlttrdaysnt

Top Replied-To in G8:
@govrondesantis
@jessicaflres
@almolx
@potus
@ani
@tomilahren
@theview
@drericding
@ananavarro
@cbsnews

Top Replied-To in G9:
@will_clark_iom
@rugbyintel
@kkjhn4
@jul56com
@rachomics
@lizmair

Top Mentioned
Top Mentioned in Entire Graph:
@calltoactivism
@txt_members
@txt_bighit
@stray_kids
@hhsgov
@cdcgov
@nih
@whcovidresponse
@who
@us_fda

Top Mentioned in G1:
@ronfilipkowski
@krem2
@jrunreal
@lamar_billups
@factsparrow
@davesomers
@witch_volcano
@morgantrau
@princessbravato
@etw8ting4sanity

Top Mentioned in G2:
@vijaytrends47
@qlnnews

Top Mentioned in G3:
@ameracadpeds
@ebennett74
@vprasadmdmph
@stirlingsilver0
@themfingcoo

Top Mentioned in G4:
@calltoactivism
@lebassett
@chipfranklin
@goldmansachs
@heidicruz
@stjohnsmavs
@tedcruz
@nowthisnews
@mari00newyork
@anthony_ruiz

Top Mentioned in G5:
@hodgins7
@jasonrantz
@yesisworld

Top Mentioned in G6:
@txt_members
@txt_bighit

Top Mentioned in G7:
@rx_forliberty
@stevehiltonx
@jeromeadamsmd
@realkiradavis
@sharon_mckeeman
@berniedogs4
@tomcsheppard
@nyborlily
@abouncingsoul
@utdemlttrdaysnt

Top Mentioned in G8:
@govrondesantis
@vp
@theview
@potus
@kamalaharris
@borisjohnson
@cbsnews
@ananavarro
@tomilahren
@moderna_tx

Top Mentioned in G9:
@will_clark_iom
@rachomics
@pcrritesgood
@timodc
@lizmair
@doreenhowardrsa
@boldlump72
@sboase888
@jjonesucd
@melissatereze

Top Mentioned in G10:
@calltoactivism

Top Tweeters
Top Tweeters in Entire Graph:
@telkomsel
@tomthunkitsmind
@missb62
@tesco
@americanair
@barntiques859
@uber_support
@dichristine
@eazeee2004
@georgekurianinc

Top Tweeters in G1:
@missb62
@tinamarie_80s
@raymond_norman
@cagney1991
@thereal_rebel
@debilu2
@givemepie360
@marthalynneowe1
@pollsstar
@cotey_mary

Top Tweeters in G2:
@mobiquotes
@graceslick77
@skywaker9
@galacticphobos
@coachweaver3
@livingsafely
@udnspeak4me
@rwwatchma
@jeesa_jay
@thasupernegro

Top Tweeters in G3:
@starcoreone02
@makedni
@z_chrissie
@troubleddays
@relisys222
@metz_chance
@pablomtzdelcam1
@orlando_garnica
@vjeannek
@catoletters

Top Tweeters in G4:
@tomthunkitsmind
@kat4obama
@sar_oso
@greeeneyedwhwom
@sylviaz1913
@kristafrances
@straitarrow10
@debrob1947
@darrellpmwest
@rosiem1919

Top Tweeters in G5:
@msavaarmstrong
@bassaces1
@dianachic1
@briankirkland5
@wantbighammer
@cbprincess5
@andyblandina
@ogoriginalgoat
@drdrjojo
@sofinique1

Top Tweeters in G6:
@choayoux
@cyphertomatoes
@medinaay1279
@okey_tubatu
@mxxxbaepjj
@asela24sakura
@whitebearxz
@leliberosis
@kao_2195
@bluorg_m

Top Tweeters in G7:
@grammy620
@nelsy_57
@mirielaruiz
@govols37872
@cubfnatic
@arbara0728b
@aulstrue
@lutgroenez
@standtalleurope
@stillwaters777

Top Tweeters in G8:
@georgekurianinc
@ani
@irisstylosa
@cbsnews
@10tampabay
@tristramwyatt
@davidmweissman
@linda_wed1
@azcentral
@margaret_aduffy

Top Tweeters in G9:
@serendipitysays
@willseattle
@geeoharee
@jrweaver55
@demiurgotuiter
@michael_kunz
@aspeed
@grumpyyetamusin
@molliekatie
@randomjeweler

Top Tweeters in G10:
@skepmi
@catwoman1979
@otivar55
@tkysk8r
@shirleyyoung2
@rogersurfacings
@eire353
@artytrace
@kernow4corbyn
@rtypaige


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