gavinnewsom, Twitter, 9/16/2020 7:52:58 PM, 235276


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gavinnewsom_2020-09-16_06-28-01.xlsx
gavinnewsom_2020-09-16_06-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2020
Short Description:
gavinnewsom via NodeXL https://bit.ly/2FNIdKQ
@gavinnewsom
@kamalaharris
@joebiden
@1776stonewall
@shellenbergermd
@jgilliam_seal
@jataylor11
@realjayriley
@cyncav2
@silverback1949

Top hashtags:
#letusplay
#recallgavinnewsom
#wewanttoplay
#recallgavin2020

Description:
Description
The graph represents a network of 6,887 Twitter users whose tweets in the requested range contained "gavinnewsom", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 16 September 2020 at 13:33 UTC.

The requested start date was Wednesday, 16 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 1-hour, 5-minute period from Tuesday, 15 September 2020 at 22:55 UTC to Wednesday, 16 September 2020 at 00:01 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 : 6887
Unique Edges : 10612
Edges With Duplicates : 13728
Total Edges : 24340
Number of Edge Types : 5
Retweet : 4185
MentionsInRetweet : 10031
Mentions : 6427
Replies to : 3620
Tweet : 77
Self-Loops : 102
Reciprocated Vertex Pair Ratio : 0.0083275937636967
Reciprocated Edge Ratio : 0.0165176353700944
Connected Components : 43
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 6794
Maximum Edges in a Connected Component : 24197
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.223701
Graph Density : 0.000339575743714949
Modularity : 0.276553
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,887 Twitter users whose tweets in the requested range contained "gavinnewsom", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 16 September 2020 at 13:33 UTC.

The requested start date was Wednesday, 16 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 1-hour, 5-minute period from Tuesday, 15 September 2020 at 22:55 UTC to Wednesday, 16 September 2020 at 00:01 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 : gavinnewsom
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:
[150] https://twitter.com/GavinNewsom/status/1305967738678947840
[94] https://twitter.com/gavinnewsom/status/1305967738678947840
[30] https://www.mercurynews.com/2019/09/25/missouri-man-charged-with-flying-to-bay-area-and-setting-milpitas-grass-fires/
[29] https://twitter.com/sciam/status/1305854127721910275
[21] https://twitter.com/GavinNewsom/status/1305991932808581120
[20] https://twitter.com/savingamerica4u/status/1305734599725723648?s=21
[18] https://www.foxnews.com/us/arrest-four-possible-arson-west-coast
[18] https://twitter.com/gavinnewsom/status/1305991932808581120
[14] https://abc7.com/wildfire-oregon-fire-in-arson/6420067/
[13] https://recallgavin2020.com/

Top URLs in Tweet in G1:
[10] https://twitter.com/GavinNewsom/status/1305967738678947840
[9] https://abc7.com/wildfire-oregon-fire-in-arson/6420067/
[8] https://twitter.com/kamalaharris/status/1305977200936706050
[5] https://twitter.com/andy5x5/status/1305884212306882561
[5] https://twitter.com/stillgray/status/1305730178484592642?s=21
[4] https://www.foxnews.com/us/arrest-four-possible-arson-west-coast
[3] https://twitter.com/MrAndyNgo/status/1305993458025263104?s=20
[3] https://twitter.com/gavinnewsom/status/1305967738678947840
[3] https://twitter.com/3days3nights/status/1272923809650221056?s=21
[3] https://twitter.com/mrandyngo/status/1305843287773724673?s=21

Top URLs in Tweet in G2:
[37] https://twitter.com/GavinNewsom/status/1305967738678947840
[24] https://twitter.com/sciam/status/1305854127721910275
[4] https://twitter.com/mrandyngo/status/1305993458025263104
[3] https://californialatinas.org/wp-content/uploads/2020/09/FORCED-STERILIZATION-STATEMENT.pdf
[2] https://twitter.com/OneWorldDove7/status/1125076678139473920?s=19
[2] https://twitter.com/RedDragonFly19/status/1305439156009656321
[2] https://twitter.com/jcho710/status/1289484953332273152?s=19
[2] https://twitter.com/jcho710/status/1282737755152240641?s=19
[1] https://twitter.com/i/web/status/1305590475512975360
[1] https://twitter.com/i/web/status/1304509375554359296

Top URLs in Tweet in G3:
[4] https://twitter.com/sciam/status/1305854127721910275
[4] https://www.thecalifornian.com/story/news/2020/08/19/california-deputies-arrest-arson-suspect-dolan-fire-big-sur/5609484002/
[2] https://twitter.com/GavinNewsom/status/1305991932808581120
[1] https://twitter.com/i/web/status/1306007868114690050
[1] https://twitter.com/i/web/status/1306006167760629763
[1] https://twitter.com/i/web/status/1306020034611945472
[1] https://twitter.com/i/web/status/1306019978563338241
[1] https://twitter.com/i/web/status/1306019544461447175
[1] https://twitter.com/i/web/status/1306019449921822721
[1] https://twitter.com/i/web/status/1306014961127370753

Top URLs in Tweet in G4:
[15] https://twitter.com/savingamerica4u/status/1305734599725723648?s=21
[13] https://twitter.com/GavinNewsom/status/1305967738678947840
[12] https://recallgavin2020.com/
[10] https://www.foxnews.com/us/arrest-four-possible-arson-west-coast
[9] https://twitter.com/michaelbeatty3/status/1169444559966703616?s=19
[3] https://threadreaderapp.com/thread/1303894614487646208.html
[3] https://twitter.com/dixiefortrump/status/1305856900769230848?s=21
[2] https://twitter.com/gavinnewsom/status/1305967738678947840
[2] https://twitter.com/3days3nights/status/1272923809650221056?s=21
[1] https://twitter.com/i/web/status/1304504121894924288

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1306020237196906498
[1] https://twitter.com/i/web/status/1306020152459239424
[1] https://twitter.com/i/web/status/1304514036306829313
[1] https://twitter.com/i/web/status/1303894251659386881
[1] https://twitter.com/i/web/status/1306020066329231368
[1] https://twitter.com/i/web/status/1306016321738600449
[1] https://twitter.com/i/web/status/1306002712740245506
[1] https://twitter.com/i/web/status/1306004026803326978
[1] https://www.youtube.com/watch?v=seS1ZYnJHBw&app=desktop

[1] https://twitter.com/i/web/status/1305693004338995201

Top URLs in Tweet in G6:
[43] https://twitter.com/GavinNewsom/status/1305967738678947840
[19] https://twitter.com/gavinnewsom/status/1305967738678947840
[1] https://twitter.com/i/web/status/1306014647603138561
[1] https://twitter.com/i/web/status/1306007538769571841
[1] Https://secure.anedot.com/buzz-patterson/win
[1] https://twitter.com/i/web/status/1305919367587270656
[1] https://twitter.com/i/web/status/1305632452203941889

Top URLs in Tweet in G7:
[4] https://www.foxnews.com/us/arrest-four-possible-arson-west-coast
[4] https://www.msn.com/en-us/weather/topstories/15-firefighters-injured-in-california-as-wind-driven-wildfires-roar-across-west/ar-BB18R7Bh
[3] https://katu.com/news/on-your-side/lack-of-forest-management-allowed-fuels-to-accumulate-expert-says
[2] https://www.youtube.com/watch?v=7BkqsacRAUE

[1] https://twitter.com/i/web/status/1306020231970795520
[1] https://twitter.com/i/web/status/1306014594767491072
[1] https://twitter.com/i/web/status/1306015844779126786
[1] https://ktvz.com/news/fire-alert/2020/09/14/suspect-arrested-after-brush-fire-set-near-portland-freeway/
[1] https://us24news.com/blog/2020/09/15/disaster-kamala-harris-visits-florida-latino-restaurant-owner-says-she-was-not-welcome-customers-furious/
[1] https://twitter.com/i/web/status/1306007723776061442

Top URLs in Tweet in G8:
[30] https://www.mercurynews.com/2019/09/25/missouri-man-charged-with-flying-to-bay-area-and-setting-milpitas-grass-fires/
[4] https://twitter.com/savingamerica4u/status/1305734599725723648?s=21
[2] https://twitter.com/gavinnewsom/status/1305967738678947840
[1] https://twitter.com/i/web/status/1305983361622695937
[1] https://twitter.com/Kedonslovis/status/1305989789812813824
[1] https://twitter.com/i/web/status/1306018976661680131
[1] https://twitter.com/i/web/status/1306018100555517953
[1] https://twitter.com/i/web/status/1306012818173558790
[1] https://twitter.com/i/web/status/1306007273572098050
[1] https://twitter.com/i/web/status/1306003779893030913

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1306020197233504256
[1] https://twitter.com/i/web/status/1306001265122447360
[1] https://twitter.com/i/web/status/1306013613564588032
[1] https://twitter.com/i/web/status/1306010562946641925
[1] https://twitter.com/i/web/status/1305995617613705216

Top URLs in Tweet in G10:
[20] https://twitter.com/gavinnewsom/status/1305967738678947840

Top Domains
Top Domains in Tweet in Entire Graph:
[1583] twitter.com
[30] mercurynews.com
[19] foxnews.com
[18] abc7.com
[16] youtube.com
[14] recallgavin2020.com
[5] msn.com
[5] thecalifornian.com
[3] threadreaderapp.com
[3] facebook.com

Top Domains in Tweet in G1:
[440] twitter.com
[11] abc7.com
[9] youtube.com
[5] foxnews.com
[3] thegatewaypundit.com
[3] archive.is
[2] ktla.com
[2] dailywire.com
[1] filmdaily.co
[1] babylonbee.com

Top Domains in Tweet in G2:
[232] twitter.com
[3] californialatinas.org
[1] facebook.com
[1] espn.com
[1] reuters.com

Top Domains in Tweet in G3:
[140] twitter.com
[4] thecalifornian.com
[2] recallgavin2020.com
[1] npr.org
[1] greenpeace.org
[1] propublica.org
[1] nbcpalmsprings.com

Top Domains in Tweet in G4:
[206] twitter.com
[12] recallgavin2020.com
[10] foxnews.com
[3] threadreaderapp.com
[2] abc7.com
[1] anedot.com
[1] bbc.com
[1] floodlist.com
[1] epa.gov
[1] kgw.com

Top Domains in Tweet in G5:
[70] twitter.com
[1] youtube.com
[1] facebook.com
[1] nationalreview.com

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

Top Domains in Tweet in G7:
[28] twitter.com
[4] foxnews.com
[4] msn.com
[3] katu.com
[2] youtube.com
[1] ktvz.com
[1] us24news.com
[1] babylonbee.com

Top Domains in Tweet in G8:
[30] mercurynews.com
[13] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[322] letusplay
[24] recallgavinnewsom
[16] wewanttoplay
[15] recallgavin2020
[15] climatechange
[10] arson
[9] letthemplay
[9] trump2020
[9] climatechangehoax
[7] gavinnewsom



Top Hashtags in Tweet in G1:
[10] climatechange
[8] recallgavinnewsom
[6] heelsupharris
[5] californiafires
[5] antifafires
[4] arson
[4] arsonexposed
[4] climatechangehoax
[4] recallgavin2020
[3] votebluetoendthisnightmare

Top Hashtags in Tweet in G2:
[321] letusplay
[16] wewanttoplay
[9] letthemplay
[4] recallgavinnewsom
[3] ugottago
[3] fighton
[3] trump2020
[3] pac12
[3] letthemgo
[3] railfail

Top Hashtags in Tweet in G3:
[6] recallgavinnewsom
[4] recallgavin2020
[2] bidenriots
[2] neverbidenneverharris
[2] beijingbiden
[2] healsupharris
[2] trump2020
[1] kamalaharrisvp
[1] bidenharris2020
[1] maskup

Top Hashtags in Tweet in G4:
[6] arson
[5] recallgavin2020
[3] antifaterrorists
[3] factsmatter
[2] recallnewsom
[2] forestmanagement
[2] harris
[2] arsonists
[2] climatechange
[2] canadasborder

Top Hashtags in Tweet in G5:
[5] bikerass
[3] recallgavinnewsom
[2] trumpvirus
[2] ab2147
[2] ab1867
[2] wwg1wga
[2] reformdtsc
[2] climatechangehoax
[2] ab890
[2] ab826

Top Hashtags in Tweet in G7:
[1] thekamalaadministrationfailure

Top Hashtags in Tweet in G8:
[1] climatechange

Top Hashtags in Tweet in G9:
[1] covid_19
[1] letusplay

Top Words
Top Words in Tweet in Entire Graph:
[7758] gavinnewsom
[5538] kamalaharris
[1527] joebiden
[1203] climate
[1043] give
[1043] hope
[1036] change
[996] times
[984] grateful
[981] toughest

Top Words in Tweet in G1:
[2671] gavinnewsom
[2617] kamalaharris
[410] time
[399] wildfires
[391] burn
[390] spent
[389] site
[388] area
[387] surveying
[386] devastated

Top Words in Tweet in G2:
[1728] gavinnewsom
[532] climate
[512] change
[458] play
[363] please
[347] chance
[339] amonra_stbrown
[321] #letusplay
[288] thank
[286] dear

Top Words in Tweet in G3:
[1650] gavinnewsom
[1549] kamalaharris
[1453] joebiden
[1013] hope
[994] give
[976] times
[972] toughest
[972] grateful
[971] friendship
[77] climate

Top Words in Tweet in G4:
[793] gavinnewsom
[772] kamalaharris
[122] arson
[117] climate
[69] change
[65] pxm_2_sd
[62] buzzpatterson
[61] fires
[56] arsonists
[55] jennylee625

Top Words in Tweet in G5:
[246] gavinnewsom
[97] cagovernor
[79] realdonaldtrump
[48] days
[48] signing
[48] schools
[47] away
[47] ethnic
[47] studies
[47] model

Top Words in Tweet in G6:
[43] billion
[43] years
[42] 1776stonewall
[21] gavinnewsom
[13] kamalaharris
[12] radicals
[12] mismanagement
[11] grahamledger
[7] forest
[7] management

Top Words in Tweet in G7:
[76] kamalaharris
[75] gavinnewsom
[9] wanaoni_michael
[8] trump
[6] rachelwilder_
[5] climate
[5] change
[5] forest
[5] cmrburnside
[5] davidsannie4

Top Words in Tweet in G8:
[50] gavinnewsom
[41] katebrownforor
[40] govinslee
[35] magaxxoo
[34] change
[33] climate
[32] faces
[30] names
[7] oregongovbrown
[3] qellyanon

Top Words in Tweet in G9:
[21] gavinnewsom
[16] agbecerra
[16] lorenaad80
[15] jenvanlaar
[10] single
[10] word
[10] ucblabor
[10] union
[10] funded
[10] researchers

Top Words in Tweet in G10:
[20] criminals
[20] lurk
[20] around
[20] scene
[20] destruction
[20] example
[20] see
[20] picture
[19] jgilliam_seal
[2] gavinnewsom

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3637] gavinnewsom,kamalaharris
[1477] kamalaharris,joebiden
[1003] climate,change
[991] joebiden,give
[991] give,hope
[981] toughest,times
[980] times,grateful
[979] grateful,friendship
[979] friendship,kamalaharris
[978] gavinnewsom,toughest

Top Word Pairs in Tweet in G1:
[2008] gavinnewsom,kamalaharris
[387] spent,time
[387] burn,site
[386] time,surveying
[386] surveying,burn
[386] site,gavinnewsom
[386] gavinnewsom,area
[386] area,devastated
[386] devastated,recent
[386] recent,wildfires

Top Word Pairs in Tweet in G2:
[503] climate,change
[438] gavinnewsom,climate
[291] gavinnewsom,please
[285] dear,gavinnewsom
[285] please,play
[285] thank,#letusplay
[283] play,chance
[283] chance,thank
[282] amonra_stbrown,dear
[129] gavinnewsom,science

Top Word Pairs in Tweet in G3:
[1445] kamalaharris,joebiden
[982] joebiden,give
[980] give,hope
[972] toughest,times
[971] times,grateful
[970] gavinnewsom,toughest
[970] grateful,friendship
[970] friendship,kamalaharris
[493] gavinnewsom,kamalaharris
[73] climate,change

Top Word Pairs in Tweet in G4:
[763] gavinnewsom,kamalaharris
[76] kamalaharris,arson
[65] climate,change
[65] pxm_2_sd,gavinnewsom
[56] buzzpatterson,gavinnewsom
[54] jennylee625,pxm_2_sd
[42] arson,power
[42] power,companies
[42] companies,faulty
[42] faulty,equipment

Top Word Pairs in Tweet in G5:
[80] cagovernor,gavinnewsom
[47] gavinnewsom,days
[47] days,away
[47] away,signing
[47] signing,ethnic
[47] ethnic,studies
[47] studies,model
[47] model,curriculum
[45] curriculum,cali's
[45] cali's,schools

Top Word Pairs in Tweet in G6:
[43] billion,years
[42] 1776stonewall,billion
[13] gavinnewsom,kamalaharris
[12] radicals,mismanagement
[11] grahamledger,radicals
[7] forest,management
[7] radical,liberal
[7] liberal,arsonist
[6] chrismo37540912,radical
[5] climate,change

Top Word Pairs in Tweet in G7:
[68] kamalaharris,gavinnewsom
[9] wanaoni_michael,kamalaharris
[6] rachelwilder_,kamalaharris
[5] climate,change
[5] cmrburnside,kamalaharris
[4] unleashthetea,kamalaharris
[4] davidsannie4,kamalaharris
[3] donald,trump
[3] kamalaharris,spent
[3] spent,time

Top Word Pairs in Tweet in G8:
[39] govinslee,katebrownforor
[37] gavinnewsom,govinslee
[33] magaxxoo,gavinnewsom
[33] climate,change
[31] katebrownforor,climate
[30] change,names
[30] names,faces
[6] gavinnewsom,oregongovbrown
[3] qellyanon,magaxxoo
[3] katebrownforor,gavinnewsom

Top Word Pairs in Tweet in G9:
[16] agbecerra,gavinnewsom
[16] gavinnewsom,lorenaad80
[10] single,word
[10] word,agbecerra
[10] lorenaad80,ucblabor
[10] ucblabor,union
[10] union,funded
[10] funded,researchers
[9] jenvanlaar,single
[9] researchers,veenadu

Top Word Pairs in Tweet in G10:
[20] criminals,lurk
[20] lurk,around
[20] around,scene
[20] scene,destruction
[20] destruction,example
[20] example,see
[20] see,picture
[19] jgilliam_seal,criminals
[2] gavinnewsom,climate
[2] climate,change

Top Replied-To
Top Replied-To in Entire Graph:
@gavinnewsom
@kamalaharris
@amonra_stbrown
@ggh35262018
@homedepotxo
@lukebermuda
@thewillwitt
@banurfeels
@kedonslovis
@the_causal

Top Replied-To in G1:
@gavinnewsom
@kamalaharris
@katiehill4ca
@laveterinarian
@jamarcusmcsween
@lt_freedom
@lindawarriorgal
@beer_parade
@sheilag36880996
@tuckrthetrucker

Top Replied-To in G2:
@gavinnewsom
@amonra_stbrown
@thewillwitt
@kedonslovis
@tjsutton04
@kamalaharris
@mrandyngo
@kelo_p7
@dovgvlad
@nikkidavis1805

Top Replied-To in G3:
@gavinnewsom
@scarygary21
@kamalaharris
@driskillclaudia
@trace___65roses
@christi10006880
@barronboy52
@swheeler2
@petti_cash
@alishamarieard

Top Replied-To in G4:
@gavinnewsom
@ggh35262018
@the_causal
@atlas_1212
@michaelbeatty3
@shane_elliott
@marcella555
@moleculardrugs
@mnmockingbird
@ilsabartlett

Top Replied-To in G5:
@gavinnewsom
@cagovernor
@realdonaldtrump
@destiny3650
@kamalaharris
@ermagarn
@blaineinla
@ericmmatheny
@jdrichmond2020
@thebusinesscoll

Top Replied-To in G6:
@gavinnewsom
@queen050780
@d_bryniarski
@jeff_david7
@lindsaybsacks

Top Replied-To in G7:
@kamalaharris
@rachelwilder_
@wanaoni_michael
@cmrburnside
@davidsannie4
@brenda38680064
@ourlivesmatte15
@krittercrews
@unleashthetea
@dudeswhoabide

Top Replied-To in G8:
@gavinnewsom
@yeahrightgirlhg
@magaxxoo
@govinslee
@mycahpittman
@moneyprinter___
@jdorassy
@itchybacca

Top Replied-To in G9:
@jenvanlaar

Top Mentioned
Top Mentioned in Entire Graph:
@gavinnewsom
@kamalaharris
@joebiden
@amonra_stbrown
@thewillwitt
@kedonslovis
@cagovernor
@realdonaldtrump
@mattleinartqb
@eviedidit

Top Mentioned in G1:
@kamalaharris
@gavinnewsom
@katiehill4ca
@canadiangirls99
@kelemencari
@sabrinasingh24
@bs_detector2020
@joebiden
@lt_freedom
@angrycrackbaby

Top Mentioned in G2:
@gavinnewsom
@amonra_stbrown
@thewillwitt
@kamalaharris
@kedonslovis
@mattleinartqb
@shellenbergermd
@pac12
@usc_athletics
@usc_fb

Top Mentioned in G3:
@kamalaharris
@joebiden
@gavinnewsom
@scarygary21
@driskillclaudia
@beserioususa
@realdonaldtrump
@kimmkoch62
@colspringsanon
@patty_hawthorne

Top Mentioned in G4:
@kamalaharris
@gavinnewsom
@pxm_2_sd
@buzzpatterson
@jennylee625
@johntremane1
@michaelbeatty3
@barnettforaz
@marcella555
@katlia124

Top Mentioned in G5:
@gavinnewsom
@cagovernor
@realdonaldtrump
@joebiden
@ericmmatheny
@speakerpelosi
@kamalaharris
@ermagarn
@barackobama
@repmaxinewaters

Top Mentioned in G6:
@1776stonewall
@gavinnewsom
@kamalaharris
@grahamledger
@chrismo37540912
@coxstench
@lindsaybsacks
@waivedsap
@libertateapirat
@caliconsnews

Top Mentioned in G7:
@gavinnewsom
@kamalaharris
@wanaoni_michael
@wildwestleft
@sierrabravo312
@realdonaldtrump
@mylinks42
@lisapearl
@unleashthetea
@joebiden

Top Mentioned in G8:
@gavinnewsom
@katebrownforor
@govinslee
@magaxxoo
@oregongovbrown
@qellyanon
@laylaalisha11
@jayinslee
@kamalaharris
@joebiden

Top Mentioned in G9:
@gavinnewsom
@agbecerra
@lorenaad80
@jenvanlaar
@veenadu
@veenadubal
@bannerzz1
@breitbartnews
@usc

Top Mentioned in G10:
@jgilliam_seal
@gavinnewsom

Top Tweeters
Top Tweeters in Entire Graph:
@littlebytesnews
@mattmurph24
@sharneal
@kat4obama
@chug_soylent
@yojudenz
@twitlertwit
@manmet80
@kenkircher1
@russelltim151

Top Tweeters in G1:
@twitlertwit
@manmet80
@kenkircher1
@russelltim151
@tigerfists88
@tammywalt61
@toby_dorena
@bad_woof
@websterelizabet
@jckthesword

Top Tweeters in G2:
@kat4obama
@willseattle
@cindy_52s
@vedehimajumdar
@marty713
@spencz1997
@artmanjanet
@deepvard
@jacquelinehine1
@broomstick33

Top Tweeters in G3:
@mattmurph24
@chug_soylent
@fight4freedom72
@only4rm
@tkn951
@joanisparkles
@bluesea1964
@skepmi
@richrake
@sevenbowie

Top Tweeters in G4:
@thehill
@lyndag1963
@lrod49
@k1erry
@michaelbeatty3
@ajcalmaga
@cecki
@biegenzahn
@socalvalleygal
@roodgridance

Top Tweeters in G5:
@littlebytesnews
@sharneal
@claralkatzenmai
@ibangel
@lindamu9
@foxnews
@autismfamily01
@n_i_n_e_r_s
@acuarelaariana
@gaye_gallops

Top Tweeters in G6:
@elky305
@chrismo37540912
@piedmontian11
@cyncav2
@vollrathtammie
@julia4716
@silverback1949
@thomasorsinijr
@patrici71676542
@kungpao19

Top Tweeters in G7:
@nasty_woman2
@wildwestleft
@r102938475
@susanleemuir3
@allegritac
@krittercrews
@davidsannie4
@23stanzas
@poormanumbrella
@karinkster9

Top Tweeters in G8:
@yojudenz
@baalter
@jamierodr14
@hlaurora63
@laylaalisha11
@magaxxoo
@patriqtscott
@silver_fox9
@ohio_buckeye_us
@boxersforlife

Top Tweeters in G9:
@breitbartnews
@oann
@seantheproducr
@newsmax
@bitmaelstrom
@matt4etc
@geajochi
@serious_law_guy
@fdrlst
@asthegirlturns

Top Tweeters in G10:
@blackirishi
@janedoecountry
@harper04138060
@cannoneerno4
@1blessedbee
@annmariemck
@suzeintn
@tricityonadime
@mariamcdaniel1
@ljprimo31