#COVIDActNow, Twitter, 3/27/2020 12:26:23 AM, 223795


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#COVIDActNow_2020-03-26_10-16-44.xlsx
#COVIDActNow_2020-03-26_10-16-44.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 27, 2020
Short Description:
#COVIDActNow via NodeXL https://bit.ly/39o79lg
@jenfl23
@realdonaldtrump
@scottpresler
@speakerpelosi
@jeremyhedges77
@theawkwardgop
@ccm1956
@teach_n_travel
@jkishore
@tsartbot

Top hashtags:
#covidactnow
#generalstrike
#trump
#covid19
#coronavirus
#covidー19

Description:
Description
The graph represents a network of 18,393 Twitter users whose recent tweets contained "#COVIDActNow", 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 Thursday, 26 March 2020 at 18:24 UTC.

The tweets in the network were tweeted over the 2-day, 4-hour, 13-minute period from Tuesday, 24 March 2020 at 13:02 UTC to Thursday, 26 March 2020 at 17:15 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 : 18393
Unique Edges : 21980
Edges With Duplicates : 3587
Total Edges : 25567
Number of Edge Types : 5
Retweet : 10878
Replies to : 1627
MentionsInRetweet : 5500
Tweet : 3347
Mentions : 4215
Self-Loops : 3517
Reciprocated Vertex Pair Ratio : 0.00206876169835484
Reciprocated Edge Ratio : 0.00412898151789225
Connected Components : 2873
Single-Vertex Connected Components : 1787
Maximum Vertices in a Connected Component : 12313
Maximum Edges in a Connected Component : 18507
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.404291
Graph Density : 6.01388083155773E-05
Modularity : 0.775487
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 18,393 Twitter users whose recent tweets contained "#COVIDActNow", 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 Thursday, 26 March 2020 at 18:24 UTC.

The tweets in the network were tweeted over the 2-day, 4-hour, 13-minute period from Tuesday, 24 March 2020 at 13:02 UTC to Thursday, 26 March 2020 at 17:15 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 : #COVIDActNow
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:
[275] https://covidactnow.org
[177] https://twitter.com/login?redirect_after_login=%2Fmessages%2Fcompose%3Frecipient_id%3D835740314006511618%26text%3DCovid%2520Act
[60] https://www.instagram.com/p/B-HcOqMA4o4/?igshid=139od1ncza2tn
[52] https://covidactnow.org/state/FL
[42] https://socialimpactil.com/corona-virus/
[28] http://www.firefighterclosecalls.com/firefighter-ppe-decon-re-covid-19-fire-dept-covid19-documents/
[27] https://covidactnow.org/state/TX
[27] http://news.lalate.com/2020/03/23/la-superior-court-issues-new-order-today-for-coronavirus/
[27] https://twitter.com/reuters/status/1241890624128929797
[25] https://twitter.com/login?redirect_after_login=%2Fmessages%2Fcompose%3Frecipient_id%3D835740314006511618%26text%3Dsign%2520HAUKJZ

Top URLs in Tweet in G1:
[3] https://covidactnow.org/state/NY
[3] https://twitter.com/BernieSanders/status/1242601579254927366
[2] https://covidactnow.org
[2] https://secure.actblue.com/donate/bernie-coronavirus-post-signup-donations
[2] https://www.youtube.com/watch?v=vLSRBhR1oLY&feature=youtu.be

[1] https://slate.com/business/2020/03/trump-economy-reopen-coronavirus.html
[1] https://twitter.com/JENFL23/status/1242193760362037256
[1] https://twitter.com/Johnthemadmonk/status/1242197589027676167
[1] https://twitter.com/PepperOceanna/status/1242874161959141377
[1] https://www.cnbc.com/2020/03/25/bernie-sanders-4-gop-senators-threaten-to-hold-up-coronavirus-stimulus-bill.html

Top URLs in Tweet in G2:
[209] https://covidactnow.org
[25] https://covidactnow.org/state/FL
[18] https://covidactnow.org/state/NY
[18] https://covidactnow.org/state/CA
[17] https://covidactnow.org/state/TX
[11] https://covidactnow.org/state/MS
[11] https://covidactnow.org/state/NC
[11] https://covidactnow.org/state/MA
[11] https://covidactnow.org/state/MO
[10] https://covidactnow.org/state/OK

Top URLs in Tweet in G3:
[19] https://slate.com/business/2020/03/trump-economy-reopen-coronavirus.html
[7] https://thefederalist.com/2020/03/25/inaccurate-virus-models-are-panicking-officials-into-ill-advised-lockdowns/
[6] https://covidactnow.org
[5] https://twitter.com/NYGovCuomo/status/1242477029083295746
[3] https://covidactnow.org/state/FL
[3] https://twitter.com/realDonaldTrump/status/1242455267603877894
[3] https://www.nytimes.com/2020/03/22/health/coronavirus-restrictions-us.html
[2] https://twitter.com/jordanschachtel/status/1242546064311357440
[2] https://twitter.com/jordanschachtel/status/1242546062444957703?s=21
[2] https://twitter.com/jordanschachtel/status/1242546062444957703

Top URLs in Tweet in G4:
[1] https://www.youtube.com/watch?v=DWitBknzY3E&feature=youtu.be

[1] https://twitter.com/kylie_oneil75/status/1242493993579053059
[1] https://twitter.com/MaralynBurstein/status/1242527740043165697
[1] https://twitter.com/dancrenshawtx/status/1242283249495347203

Top URLs in Tweet in G5:
[2] https://medium.com/the-polis/the-biggest-lies-were-being-told-about-corvid-19-737595a61b8b
[2] https://twitter.com/RepJerryNadler/status/1242185010544852992
[1] https://www.youtube.com/watch?v=iFLSG-7K3Tc&feature=youtu.be

[1] https://twitter.com/mitchsnyder45/status/1242505340534624261
[1] https://twitter.com/FAIRImmigration/status/1242260998947508224
[1] https://twitter.com/realDonaldTrump/status/1242422012682919937
[1] https://covidactnow.org
[1] https://twitter.com/mngop/status/1242160673397911552
[1] https://twitter.com/catturd2/status/1242868521752764421
[1] https://twitter.com/JaredHalpern/status/1242839132692533248

Top URLs in Tweet in G6:
[1] https://www.nytimes.com/2020/03/23/world/asia/coronavirus-south-korea-flatten-curve.html
[1] https://medium.com/@tomaspueyo/coronavirus-the-hammer-and-the-dance-be9337092b56
[1] https://covidactnow.org/state/PA
[1] https://www.cnn.com/world/live-news/coronavirus-outbreak-03-24-20-intl-hnk/
[1] https://betakit.com/telus-alberta-partner-to-launch-virtual-doctor-services-to-supplement-provincial-healthcare-system/
[1] https://myrnao.ca/civicrm/mailing/view?reset=1&id=16080
[1] https://ottawacitizen.com/news/physicians-warn-inmates-like-sitting-ducks-in-call-to-depopulate-jails/
[1] https://twitter.com/EmtekAlloys/status/1242442783866015744
[1] https://twitter.com/inksmith3d/status/1242261427748044802
[1] https://twitter.com/inksmith3d/status/1241408380616486912

Top URLs in Tweet in G7:
[1] https://www.breitbart.com/health/2020/03/23/report-obama-admin-depleted-stockpile-of-n95-masks-never-restored/
[1] https://twitter.com/catturd2/status/1242187050553573376
[1] https://twitter.com/parscale/status/1242482739237908483
[1] https://twitter.com/RGreggKeller/status/1242553143814238208
[1] https://twitter.com/repdancrenshaw/status/1242144887014854663

Top URLs in Tweet in G8:
[27] https://twitter.com/reuters/status/1241890624128929797
[21] http://dailytorch.com/2020/03/cartoon-twisted/
[3] http://cor.on.a.v.i.r.us
[1] https://twitter.com/Scavino45/status/1242693053795782657
[1] https://www.youtube.com/watch?v=LqGJKZ-qcrQ&feature=youtu.be

[1] https://twitter.com/I_Like_Skis/status/1242422234599342081
[1] https://twitter.com/realDonaldTrump/status/1242534510320922628
[1] https://twitter.com/brentlsaunders/status/1240308065230032899
[1] https://twitter.com/realjameswoods/status/1242238499727609856

Top URLs in Tweet in G9:
[173] https://twitter.com/login?redirect_after_login=%2Fmessages%2Fcompose%3Frecipient_id%3D835740314006511618%26text%3DCovid%2520Act
[24] https://twitter.com/login?redirect_after_login=%2Fmessages%2Fcompose%3Frecipient_id%3D835740314006511618%26text%3Dsign%2520HAUKJZ
[7] https://covidactnow.org/state/GA
[7] https://covidactnow.org/
[5] https://covidactnow.org/state/UT
[5] https://covidactnow.org/state/NC
[3] https://covidactnow.org/state/MS
[2] https://covidactnow.org/state/MD
[2] https://covidactnow.org/state/AL
[2] https://covidactnow.org

Top URLs in Tweet in G10:
[2] https://twitter.com/Craig_A_Spencer/status/1242302400762908685
[1] https://twitter.com/Public_Citizen/status/1243167887688445955
[1] https://twitter.com/7NewsMelbourne/status/1242975725163933696
[1] https://twitter.com/Craig_A_Spencer/status/1242302421600284672
[1] https://twitter.com/suepalkafox5dc/status/1242625359767580673
[1] https://twitter.com/dougkammerer/status/1242621561452060673
[1] https://covidactnow.org/state/ID
[1] https://covidactnow.org/state/CA
[1] https://covidactnow.org/state/SC
[1] https://twitter.com/thecolumbian/status/1242437676252327939

Top Domains
Top Domains in Tweet in Entire Graph:
[1339] twitter.com
[751] covidactnow.org
[188] youtube.com
[67] instagram.com
[56] lalate.com
[42] socialimpactil.com
[35] firefighterclosecalls.com
[26] cnn.com
[22] dailytorch.com
[21] thedenverchannel.com

Top Domains in Tweet in G1:
[12] twitter.com
[7] covidactnow.org
[2] actblue.com
[2] youtube.com
[1] slate.com
[1] cnbc.com
[1] moveon.org
[1] mask-match.com
[1] nytimes.com
[1] newsbreak.com

Top Domains in Tweet in G2:
[503] covidactnow.org
[351] twitter.com
[61] youtube.com
[12] amazon.com
[6] getluckypierre.com
[5] instagram.com
[4] soundcloud.com
[4] cnn.com
[4] washingtonpost.com
[4] apple.news

Top Domains in Tweet in G3:
[221] twitter.com
[19] slate.com
[15] covidactnow.org
[8] youtube.com
[7] thefederalist.com
[7] nytimes.com
[4] cnn.com
[4] change.org
[3] apnews.com
[3] vox.com

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

Top Domains in Tweet in G5:
[45] twitter.com
[3] youtube.com
[2] medium.com
[1] covidactnow.org
[1] dailycaller.com
[1] facebook.com

Top Domains in Tweet in G6:
[5] twitter.com
[1] nytimes.com
[1] medium.com
[1] covidactnow.org
[1] cnn.com
[1] betakit.com
[1] myrnao.ca
[1] ottawacitizen.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] breitbart.com

Top Domains in Tweet in G8:
[32] twitter.com
[21] dailytorch.com
[3] r.us
[1] youtube.com

Top Domains in Tweet in G9:
[217] twitter.com
[48] covidactnow.org
[2] nytimes.com
[1] apnews.com
[1] al.com
[1] unionleader.com
[1] msnbc.com
[1] radnh.org
[1] change.org
[1] msn.com

Top Domains in Tweet in G10:
[17] twitter.com
[3] covidactnow.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7603] covidactnow
[3086] generalstrike
[3044] trump
[2641] covid19
[1547] coronavirus
[1211] covidー19
[654] stayathomeorder
[517] covididiots
[461] coronaviruslockdown
[459] lockdownnow



Top Hashtags in Tweet in G1:
[2803] generalstrike
[2740] trump
[76] covidactnow
[56] generalstrike2020
[38] covid19
[22] bernieisourfdr
[18] coronavirus
[16] fundraisewithbernie
[13] bernieinthewh
[12] covidー19

Top Hashtags in Tweet in G2:
[1975] covidactnow
[609] covid19
[380] coronavirus
[248] covidー19
[151] coronaviruslockdown
[149] covididiots
[133] stayhome
[109] covid19out
[109] stayathomeorder
[98] covid2019

Top Hashtags in Tweet in G3:
[1006] covidactnow
[352] covid19
[184] coronavirus
[157] covidー19
[89] trump
[88] covid
[86] generalstrike
[80] coronavirususa
[71] covid2019
[67] stayathomeorder

Top Hashtags in Tweet in G4:
[20] covidactnow
[6] stayathomesavelives
[6] covidiots
[6] covid
[6] staysafe
[6] covidー19
[6] covid19
[6] coronavirusinindia
[4] stimulusbill
[4] democratshateamericans

Top Hashtags in Tweet in G5:
[245] covidactnow
[132] senatedemocrats
[120] votedemsout
[120] voteredtosaveamerica
[113] covid19
[30] covidー19
[23] coronavirus
[23] covididiots
[12] covid
[11] pelosihatesamericans

Top Hashtags in Tweet in G6:
[70] covidactnow
[58] covid19
[56] cdnpoli
[55] scottreidgivethemaraise
[27] coronavirus
[3] covidcanada
[3] ontario
[2] gpc
[2] lockdownnow
[2] meditech

Top Hashtags in Tweet in G7:
[21] nancypelosi
[21] china
[21] who
[21] impeachment
[13] covidactnow
[5] votedemsout
[5] voteredtosaveamerica
[5] pelosiplayingpolitics
[5] demexit
[4] democratsaredestroyingamerica

Top Hashtags in Tweet in G8:
[114] covidactnow
[81] lockdownnow
[69] covidー19
[59] qanon
[22] covid19
[21] pelosi
[11] nancypelosi
[4] covididiots
[3] jordansviewexpress
[3] maga

Top Hashtags in Tweet in G9:
[343] covidactnow
[32] covid19
[21] capolitics
[21] capol
[17] stayathomeorder
[16] covidー19
[13] sayfie
[13] flapol
[13] gapol
[11] shelterinplace

Top Hashtags in Tweet in G10:
[252] covid19
[59] covidactnow
[38] trump
[38] covidー19
[37] generalstrike
[34] coronaviruspandemic
[29] coronavirus
[24] coronavirusupdate
[23] coronavirusnewyork
[21] coronavirusoutbreak

Top Words
Top Words in Tweet in Entire Graph:
[14915] Words in Sentiment List#1: Positive
[15922] Words in Sentiment List#2: Negative
[125] Words in Sentiment List#3: Angry/Violent
[537038] Non-categorized Words
[567875] Total Words
[18888] #covidactnow
[4277] #covid19
[3813] work
[3805] #stayathomeorder
[3744] need

Top Words in Tweet in G1:
[3289] #covidactnow
[3165] #generalstrike
[3099] work
[2811] leave
[2763] need
[2755] paid
[2751] one
[2751] medicare
[2751] sick
[2751] ubi

Top Words in Tweet in G2:
[2016] #covidactnow
[622] #covid19
[388] #coronavirus
[327] coronavirus
[290] being
[289] hospital
[281] prevent
[280] point
[279] system
[275] return

Top Words in Tweet in G3:
[1414] #covidactnow
[527] realdonaldtrump
[421] #covid19
[224] need
[217] #coronavirus
[197] #covidー19
[177] help
[122] #stayathomeorder
[121] people
[112] back

Top Words in Tweet in G4:
[3168] company
[2112] masks
[1078] #covidactnow
[1056] spoke
[1056] owner
[1056] south
[1056] carolina
[1056] repurposed
[1056] make
[1056] n95

Top Words in Tweet in G5:
[920] #covidactnow
[544] speakerpelosi
[339] #maga
[336] senschumer
[316] bill
[307] americans
[214] #democratshateamerica
[208] down
[191] #foxnews
[184] worked

Top Words in Tweet in G6:
[613] #covidactnow
[578] canada
[555] #covid19
[540] shields
[495] front
[493] health
[487] lines
[487] soon
[486] way
[486] much

Top Words in Tweet in G7:
[666] masks
[404] #covidactnow
[344] obama
[333] n95
[320] virus
[320] #signthebillnow
[319] admin
[319] depleted
[319] stockpile
[319] used

Top Words in Tweet in G8:
[338] #covidactnow
[103] masks
[85] america
[82] #lockdownnow
[81] hell
[81] facebook
[81] doing
[81] sitting
[81] 750
[81] 000

Top Words in Tweet in G9:
[415] #covidactnow
[227] last
[227] officials
[224] act
[222] delivered
[221] ll
[220] support
[220] signing
[220] deliver
[220] copy

Top Words in Tweet in G10:
[383] #covidactnow
[274] #covid19
[260] people
[228] friend
[228] nurse
[228] hospitalized
[228] unit
[228] currently
[228] between
[228] ages

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3322] #stayathomeorder,#covidactnow
[3035] back,work
[2929] medicare,paid
[2929] paid,sick
[2929] sick,leave
[2929] leave,ubi
[2929] ubi,stimulus
[2919] going,back
[2919] living,expenses
[2918] need,#generalstrike

Top Word Pairs in Tweet in G1:
[2751] medicare,paid
[2751] paid,sick
[2751] sick,leave
[2751] leave,ubi
[2751] ubi,stimulus
[2742] #stayathomeorder,#covidactnow
[2740] listen,#trump
[2740] #trump,one
[2740] one,going
[2740] going,back

Top Word Pairs in Tweet in G2:
[271] point,return
[271] hospital,system
[270] system,being
[270] being,overloaded
[268] intervention,prevent
[267] return,intervention
[265] overloaded,coronavirus
[263] coronavirus,#covidactnow
[239] #covid19,#covidactnow
[236] covid,19

Top Word Pairs in Tweet in G3:
[177] #covid19,#covidactnow
[92] #covidactnow,#covidー19
[77] #stayathomeorder,#covidactnow
[76] social,distancing
[68] #covidactnow,#covid19
[63] back,work
[60] help,#covidactnow
[60] need,help
[58] yorkers,died
[58] died,being

Top Word Pairs in Tweet in G4:
[1056] spoke,owner
[1056] owner,south
[1056] south,carolina
[1056] carolina,company
[1056] company,repurposed
[1056] repurposed,make
[1056] make,n95
[1056] n95,masks
[1056] masks,company
[1056] company,capable

Top Word Pairs in Tweet in G5:
[176] speakerpelosi,senschumer
[142] senate,worked
[142] worked,weekend
[142] weekend,negotiate
[142] negotiate,bill
[142] bill,assist
[142] assist,americans
[142] americans,pelosi
[142] pelosi,flies
[142] flies,last

Top Word Pairs in Tweet in G6:
[545] #covid19,#covidactnow
[487] front,lines
[485] exciting,update
[485] update,health
[485] health,canada
[485] canada,certification
[485] certification,ll
[485] ll,shields
[485] shields,way
[485] way,front

Top Word Pairs in Tweet in G7:
[333] n95,masks
[319] obama,admin
[319] admin,depleted
[319] depleted,stockpile
[319] stockpile,n95
[319] masks,used
[319] used,fight
[319] fight,h1n1
[319] h1n1,virus
[319] virus,outbreak

Top Word Pairs in Tweet in G8:
[81] hell,facebook
[81] facebook,doing
[81] doing,sitting
[81] sitting,750
[81] 750,000
[81] 000,face
[81] face,masks
[81] masks,#covidactnow
[81] #covidactnow,#lockdownnow
[69] hey,dimwits

Top Word Pairs in Tweet in G9:
[220] signing,act
[220] act,ll
[220] ll,deliver
[220] deliver,copy
[220] copy,officials
[220] officials,last
[220] last,delivered
[52] point,return
[50] being,overloaded
[49] hospital,system

Top Word Pairs in Tweet in G10:
[228] friend,nurse
[228] nurse,people
[228] people,hospitalized
[228] hospitalized,#covid19
[228] #covid19,unit
[228] unit,currently
[228] currently,between
[228] between,ages
[228] ages,30
[228] 30,50

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@speakerpelosi
@t_inglesby
@repmattgaetz
@usnavy
@ousa_jedio
@govsisolak
@realjameswoods
@govrondesantis
@nygovcuomo

Top Replied-To in G1:
@reuters
@twelthavenue
@berniesanders
@coherentstates
@myanikitaetc
@woobietuesday

Top Replied-To in G3:
@realdonaldtrump
@nygovcuomo
@alexsalvinews
@dougducey
@gop
@speakerpelosi
@joebiden
@jkbjournalist
@ronpaul
@whitehouse

Top Replied-To in G4:
@constitutionlo1

Top Replied-To in G5:
@speakerpelosi
@ousa_jedio
@realdonaldtrump
@realericcarmen
@senschumer
@repjerrynadler
@sahilkapur
@usnavy
@thehill
@mikeautiger

Top Replied-To in G6:
@bobrae48
@jeremyhedges77

Top Replied-To in G8:
@silverado1954

Top Replied-To in G9:
@govkemp
@governorlittle
@iagovernor
@nc_governor
@idahostatesman
@govlarryhogan
@repengland70
@govherbert
@govofco
@govchrissununu

Top Replied-To in G10:
@craig_a_spencer
@tucsonromero
@drdooleymd
@dougducey
@jenruns10

Top Mentioned
Top Mentioned in Entire Graph:
@speakerpelosi
@realdonaldtrump
@senschumer
@nygovcuomo
@potus
@senatemajldr
@tpusa
@sheilagunnreid
@gop
@govrondesantis

Top Mentioned in G1:
@berniesanders
@realdonaldtrump
@alyssa_milano
@giants
@robicellis
@teampelosi
@senatemajldr
@mabiofficial

Top Mentioned in G2:
@blotorrance
@nsrlasvegas
@phriresearch
@pxharbor

Top Mentioned in G3:
@realdonaldtrump
@nygovcuomo
@potus
@speakerpelosi
@senatemajldr
@gop
@vp
@senschumer
@foxnews
@cnn

Top Mentioned in G4:
@drkarlynb
@bobg727
@realdonaldtrump
@potus
@speakerpelosi
@senschumer

Top Mentioned in G5:
@speakerpelosi
@senschumer
@senatemajldr
@jamierodr14
@vfl2013
@chicago1ray
@steph93065
@donnawr8
@rohll5
@hair4trump

Top Mentioned in G6:
@scottreid93
@bobrae48
@bri_moshe
@inksmith3d
@emtekalloys
@berniesanders

Top Mentioned in G7:
@speakerpelosi
@senschumer
@uscongress

Top Mentioned in G8:
@speakerpelosi
@deanbc1
@budweiserusa
@liquor
@sws_of_america
@senschumer

Top Mentioned in G9:
@govkemp
@governorva
@gavinnewsom
@nc_governor
@governortomwolf
@govofco
@rondesantisfl
@governorlittle
@govabbott
@idhw

Top Mentioned in G10:
@craig_a_spencer
@dougducey
@mpowersnorrell
@fannkfann
@recobbforazrep
@glorydaysgrill
@eatatolympians
@gop
@thedemcoalition
@realdonaldtrump

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@tesco
@americanair
@alllibertynews
@jojokejohn
@car01am
@hrblock_21
@bella623
@kanekos69
@raymond_norman

Top Tweeters in G1:
@jojokejohn
@billm9
@washumom
@drdaveanddee
@chuddles11
@britpoptarts
@onahunttoday
@ggg_says
@russelltim151
@cindy_52s

Top Tweeters in G2:
@cordwainerscat
@taedon24o6
@goprapebuster
@ruthsorbello
@sammysettanni
@nutmeg3isme
@savethesedogs
@sundene
@rona65
@hilarysontag

Top Tweeters in G3:
@kanekos69
@missyjo79
@menabster
@thehill
@b1e56df9ce6549f
@marty713
@wsbtv
@usatopguns
@dcexaminer
@whollyamericana

Top Tweeters in G4:
@debrammason1
@patriotmarie
@cliffhangernlv
@vetapologist
@willbarrett_1
@maryosb36485285
@jenniferevette6
@grannygethealth
@danaboos3
@gcamp4

Top Tweeters in G5:
@jver1
@inabsentia9
@sandyriccobono
@wellness4you13
@alicia45kag
@thornedella
@hawaiibobb
@gaetasusan
@darhar981
@harrietbaldwin

Top Tweeters in G6:
@ez4u2say_janis
@joannecangal
@1loriking
@nofascistlies
@suepeac
@allan_crawshaw
@uncleree1
@ruthmkb
@terrilltf
@4est2j

Top Tweeters in G7:
@mkues65
@saveusrepublic2
@craybo23
@jackiemcreath1
@karmasquirr3l17
@beenewsdaily
@heathrodgirs
@gbroh10
@goldwaterkid65
@pixiedust5135

Top Tweeters in G8:
@miltonespinozaf
@saminhim
@ymcglaun
@aliatra1968
@ptsd1471
@knassios
@bobby6740
@caselvis58
@phyllishart16
@newroflo

Top Tweeters in G9:
@openletterbot
@cherokeenative3
@mauraleelang
@wmur9
@justgrateful
@baltimoresun
@carogonza
@cookkcegyptian
@carlottah
@wbur

Top Tweeters in G10:
@deansherrys
@godandthebear
@richrake
@kavn
@passarelliallan
@acobasi
@uhhm__okay
@wavesofeuphoria
@jend1974
@kokeshi_me