gavinnewsom, Twitter, 9/15/2021 9:50:49 PM, 262130


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gavinnewsom_2021-09-15_06-24-01.xlsx
gavinnewsom_2021-09-15_06-24-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 15, 2021
Short Description:
gavinnewsom via NodeXL https://bit.ly/3lwmMze
@gavinnewsom
@joebiden
@kamalaharris
@reartodd
@mishao1989
@dodgersfan1001
@rickster_75
@endpop
@edround2
@neodiva2002

Top hashtags:
#gavinnewsom
#votenoontherecall
#californiarecall
#california
#protectourvote

Description:
Description
The graph represents a network of 6,664 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, 15 September 2021 at 13:29 UTC.

The requested start date was Wednesday, 15 September 2021 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 3-hour, 0-minute period from Tuesday, 14 September 2021 at 21:00 UTC to Wednesday, 15 September 2021 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 : 6664
Unique Edges : 9867
Edges With Duplicates : 11912
Total Edges : 21779
Number of Edge Types : 5
Retweet : 3638
MentionsInRetweet : 8517
Mentions : 5666
Replies to : 3838
Tweet : 120
Self-Loops : 164
Reciprocated Vertex Pair Ratio : 0.00657137050335343
Reciprocated Edge Ratio : 0.0130569390227487
Connected Components : 78
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 6561
Maximum Edges in a Connected Component : 21653
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.262043
Graph Density : 0.000334622818060137
Modularity : 0.36125
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,664 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, 15 September 2021 at 13:29 UTC.

The requested start date was Wednesday, 15 September 2021 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 3-hour, 0-minute period from Tuesday, 14 September 2021 at 21:00 UTC to Wednesday, 15 September 2021 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:
[23] https://mobile.twitter.com/craigclemens/status/1437811774808477701
[10] https://electelder.com/
[9] https://registertovote.ca.gov
[8] https://twitter.com/millanpatterson/status/1437548660854689795
[7] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FArtistGeneral%2Fphotos%2Fa.10150101738612167%2F10157953672677167%2F
[5] https://www.msn.com/en-us/news/us/us-judge-blocks-ny-vaccine-mandate-for-healthcare-workers/ar-AAOrvn6?ocid=uxbndlbing
[5] https://twitter.com/GavinNewsom/status/1437880513763500032
[5] https://twitter.com/RodneyRhodan/status/1437892833470418944?s=20
[5] https://www.stevegruber.com/2021/09/when-black-republicans-look-like-they-might-win-an-election-desperate-democrats-call-them-racist/?utm_source=home-headline
[4] https://twitter.com/craigclemens/status/1437811774808477701?s=19

Top URLs in Tweet in G1:
[9] https://registertovote.ca.gov
[5] https://www.msn.com/en-us/news/us/us-judge-blocks-ny-vaccine-mandate-for-healthcare-workers/ar-AAOrvn6?ocid=uxbndlbing
[3] https://twitter.com/craigclemens/status/1437811774808477701?s=19
[3] https://crooksandliars.com/cltv/2021/09/gavin-newsom-warns-republicans-are?utm_source=social&utm_medium=twitter&utm_content=50529
[2] https://www.washingtonexaminer.com/news/california-release-63000-prisoners-create-safer-prisons
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DYos11OT3mp4%26feature%3Dyoutu.be&q=EgS4SO-bGNKz6IgGIhBBX__tWeKJ2a55nYf6quf7MgFy
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=09a59590-cd70-11eb-aae0-bf63c5453bb8&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wNi0xNC9jYWxpZm9ybmlhLWRlZmllcy1kb29tLXdpdGgtbm8tMS11LXMtZWNvbm9teQ==
[1] https://twitter.com/i/web/status/1435787351704305666
[1] https://twitter.com/i/web/status/1436774415778267142
[1] https://twitter.com/i/web/status/1437668410121355268

Top URLs in Tweet in G2:
[3] https://www.youtube.com/watch?v=r__Rra5bQ5w

[3] https://electelder.com/
[2] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fstory.php%3Fstory_fbid%3D364490748720627%26id%3D15704546335&refsrc=deprecated&_rdr
[2] https://twitter.com/i/status/1437559312222724103
[2] https://paid2tap.com
[2] https://www.youtube.com/watch?v=WAsArJP77gc&feature=youtu.be

[2] https://twitter.com/errolwebber/status/1436804118090182658
[1] https://twitter.com/i/web/status/1437883965168312322
[1] https://twitter.com/i/web/status/1437766739627057159
[1] https://twitter.com/i/web/status/1437603766790918146

Top URLs in Tweet in G3:
[5] https://twitter.com/RodneyRhodan/status/1437892833470418944?s=20
[3] https://nypost.com/2021/08/29/recall-is-best-way-to-slap-newsom-for-californias-decline/
[2] https://tvbatatinhaweb.com.br/
[1] https://twitter.com/i/web/status/1437883855927656457
[1] https://twitter.com/i/web/status/1437141970112090115
[1] https://twitter.com/i/web/status/1437817170956849152
[1] https://twitter.com/i/web/status/1437929109435211780
[1] https://twitter.com/i/web/status/1437928678848032769
[1] https://twitter.com/i/web/status/1437928739615117312
[1] https://twitter.com/i/web/status/1437928770309001217

Top URLs in Tweet in G4:
[6] https://electelder.com/
[2] https://www.youtube.com/watch?v=TePJIQu8qu0&feature=youtu.be

[2] https://twitter.com/GavinNewsom/status/1437880513763500032
[1] https://twitter.com/i/web/status/1437819389282177024
[1] https://twitter.com/i/web/status/1437865483709997058
[1] https://twitter.com/i/web/status/1437604070966054912
[1] https://twitter.com/i/web/status/1437879909515415552
[1] https://twitter.com/i/web/status/1437852429781983236
[1] https://twitter.com/i/web/status/1437805554563387392
[1] https://twitter.com/i/web/status/1437909020602368000

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1437875161554771968
[1] https://twitter.com/i/web/status/1437918880433782787
[1] https://twitter.com/i/web/status/1437880629236887554
[1] https://twitter.com/millanpatterson/status/1437548660854689795
[1] https://twitter.com/i/web/status/1437897755389693955
[1] https://twitter.com/i/web/status/1437904131113377793
[1] https://twitter.com/i/web/status/1437888138244882432
[1] https://twitter.com/i/web/status/1437904921681031169
[1] https://twitter.com/i/web/status/1437887962054754305
[1] https://twitter.com/i/web/status/1437928604470366216

Top URLs in Tweet in G6:
[2] https://www.sos.ca.gov/elections/polling-place/
[1] https://twitter.com/i/web/status/1437778665434230789
[1] https://twitter.com/i/web/status/1436071622704779266
[1] https://twitter.com/i/web/status/1437444628601466883
[1] https://twitter.com/i/web/status/1437921403647430657
[1] https://twitter.com/i/web/status/1437926723962638340
[1] https://twitter.com/i/web/status/1437783213313777664
[1] https://twitter.com/i/web/status/1437624563865554950
[1] https://twitter.com/i/web/status/1437920212850864131
[1] https://twitter.com/i/web/status/1437922155778379777

Top URLs in Tweet in G7:
[2] https://app.frame.io/presentations/1a12cb02-6c20-4455-815b-d7492cf5c552
[2] https://twitter.com/gavinnewsom/status/1437536165855334404
[1] https://twitter.com/i/web/status/1437774749883674642
[1] https://twitter.com/i/web/status/1437695427894153219
[1] https://twitter.com/i/web/status/1437928584937672706
[1] https://twitter.com/i/web/status/1437928420374102017
[1] https://twitter.com/i/web/status/1437928320197332994
[1] https://twitter.com/i/web/status/1437926923750019073
[1] https://twitter.com/i/web/status/1437926353613983744
[1] https://twitter.com/i/web/status/1437923232074526724

Top URLs in Tweet in G8:
[7] https://twitter.com/millanpatterson/status/1437548660854689795
[3] https://www.youtube.com/watch?v=pnM2tDyjNTY&feature=youtu.be

[2] https://twitter.com/errolwebber/status/1437880625617199110
[1] https://twitter.com/i/web/status/1437922249705541634
[1] https://twitter.com/i/web/status/1437921610539810816
[1] https://twitter.com/i/web/status/1437902626692026368
[1] https://twitter.com/i/web/status/1437906109201747970
[1] https://twitter.com/i/web/status/1437928598963425282
[1] https://twitter.com/i/web/status/1437903629688598529
[1] https://twitter.com/i/web/status/1437928414250418180

Top URLs in Tweet in G9:
[2] https://twitter.com/gavinnewsom/status/1437272418733543431
[1] https://twitter.com/i/web/status/1437925961660514312
[1] https://www.ncsl.org/research/elections-and-campaigns/electioneering.aspx
[1] https://twitter.com/i/web/status/1437910105102725120
[1] https://twitter.com/i/web/status/1437922503792291840
[1] https://twitter.com/i/web/status/1437919069412409352
[1] https://twitter.com/i/web/status/1437919738861031428
[1] https://twitter.com/i/web/status/1437853328952619008
[1] https://twitter.com/i/web/status/1437880451901779968
[1] https://twitter.com/i/web/status/1437910434678329345

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1437558290989281280
[1] https://twitter.com/i/web/status/1437870431915036672
[1] https://twitter.com/i/web/status/1437876315038883844
[1] https://twitter.com/i/web/status/1437581886587613189
[1] https://twitter.com/i/web/status/1437896211608969221
[1] https://twitter.com/i/web/status/1437639276410273793
[1] https://twitter.com/i/web/status/1437922329921613826
[1] https://twitter.com/i/web/status/1437921484664569856
[1] https://twitter.com/i/web/status/1437919661773844481
[1] https://twitter.com/i/web/status/1437906174528012293

Top Domains
Top Domains in Tweet in Entire Graph:
[1362] twitter.com
[25] youtube.com
[12] ca.gov
[10] electelder.com
[9] facebook.com
[6] msn.com
[5] stevegruber.com
[4] nypost.com
[4] google.com
[3] yahoo.com

Top Domains in Tweet in G1:
[268] twitter.com
[10] ca.gov
[5] msn.com
[3] crooksandliars.com
[2] washingtonexaminer.com
[2] google.com
[2] bloomberg.com
[1] bmj.com
[1] rumble.com
[1] defconnews.com

Top Domains in Tweet in G2:
[278] twitter.com
[13] youtube.com
[3] electelder.com
[2] facebook.com
[2] abc7news.com
[2] paid2tap.com
[1] abc10.com
[1] thedcpatriot.com
[1] sfgate.com
[1] msn.com

Top Domains in Tweet in G3:
[132] twitter.com
[3] nypost.com
[2] com.br
[1] fiverr.com
[1] yahoo.com
[1] larryelderrecallnewsom.com
[1] calmatters.org
[1] buzzsprout.com

Top Domains in Tweet in G4:
[219] twitter.com
[6] electelder.com
[2] youtube.com
[1] lamag.com
[1] nbcdfw.com
[1] bizjournals.com
[1] politico.com
[1] google.com
[1] ktla.com

Top Domains in Tweet in G5:
[120] twitter.com
[2] youtube.com
[1] census.gov
[1] yahoo.com
[1] electelder.com

Top Domains in Tweet in G6:
[29] twitter.com
[2] ca.gov
[1] youtube.com

Top Domains in Tweet in G7:
[18] twitter.com
[2] frame.io

Top Domains in Tweet in G8:
[40] twitter.com
[3] youtube.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[171] gavinnewsom
[159] votenoontherecall
[138] californiarecall
[86] california
[62] protectourvote
[56] recallgavinnewsom
[54] voteyesontherecall
[44] recallelection
[42] votenooncaliforniarecall
[40] recallnewsom



Top Hashtags in Tweet in G1:
[52] votenoontherecall
[23] californiarecall
[21] voteyesontherecall
[20] liveblue2022
[19] demvoice1
[15] recallnewsom
[15] votenoonrecallca
[13] votenooncaliforniarecall
[13] gavinnewsom
[12] california

Top Hashtags in Tweet in G2:
[9] recallgavinnewsom
[7] californiarecall
[7] voteyesontherecall
[6] votenoontherecall
[5] gavinnewsom
[5] recallnewsom
[4] voteyes
[3] littlenicky
[3] votedno
[3] recall

Top Hashtags in Tweet in G3:
[12] votenoonrecallca
[7] gavinnewsom
[4] votenoontherecall
[4] votenooncaliforniarecall
[3] california
[3] recallgavinnewsom2021
[3] recallgavinnewsom
[3] fakevotes
[3] fraudvotes
[3] voteyesontherecall

Top Hashtags in Tweet in G4:
[46] votenoontherecall
[28] voteyes
[12] california
[12] gavinnewsom
[9] votenoonrecall
[9] recallgavinnewsom
[9] voteyesontherecall
[8] californiarecall
[6] votenooncaliforniarecall
[5] medicalfreedomorfight

Top Hashtags in Tweet in G5:
[12] gavinnewsom
[11] californiarecall
[9] recallgavinnewsom
[9] california
[7] votenoontherecall
[5] recallnewsom
[5] recallelection
[5] democrats
[5] home
[5] voteyesontherecall

Top Hashtags in Tweet in G6:
[12] votenoontherecall
[10] votenooncaliforniarecall
[7] voterizer
[4] gavinnewsom
[4] votenoonrecall
[2] keepcaliforniablue

Top Hashtags in Tweet in G7:
[4] california
[3] californiavoters
[2] newsom
[1] biden
[1] californiarecall
[1] protectourvote

Top Hashtags in Tweet in G8:
[7] recallgavinnewsom
[2] votenoontherecall
[1] recallnewsom
[1] gqp
[1] voteblue
[1] impeachbidennow
[1] impeachnewsom
[1] voteyesontherecall

Top Hashtags in Tweet in G9:
[57] californiarecall
[57] protectourvote
[13] ca
[12] violence
[8] closed
[3] recallnewsom
[1] help
[1] recallgavinnewsom2021
[1] votenooncaliforniarecall

Top Hashtags in Tweet in G10:
[4] sanfrancisco
[4] teamnewsom
[4] noontherecall
[3] californiarecall
[2] votenoonrecallca
[2] getvaccinated
[1] wearamask
[1] republican
[1] ab794
[1] ev

Top Words
Top Words in Tweet in Entire Graph:
[7711] gavinnewsom
[2614] joebiden
[2247] vote
[2210] california
[1462] keep
[1383] recall
[1129] governor
[1006] kamalaharris
[956] today
[817] nation

Top Words in Tweet in G1:
[1984] gavinnewsom
[787] vote
[644] california
[459] today
[450] day
[317] governor
[304] yes
[301] keep
[245] make
[238] state

Top Words in Tweet in G2:
[1761] gavinnewsom
[1702] joebiden
[756] vote
[658] california
[585] keep
[566] recall
[356] nation
[355] before
[353] close
[352] eyes

Top Words in Tweet in G3:
[1210] gavinnewsom
[881] kamalaharris
[579] people
[395] keep
[339] nation
[312] governor
[291] truth
[288] leader
[286] speaks
[283] working

Top Words in Tweet in G4:
[1066] gavinnewsom
[459] joebiden
[384] california
[349] president
[254] harrisonjaime
[235] governor
[187] vote
[180] leader
[175] jensiebelnewsom
[168] champion

Top Words in Tweet in G5:
[477] gavinnewsom
[259] larryelder
[127] california
[120] recall
[102] cmarinucci
[100] kmjnow
[73] today
[63] yes
[63] jeremybwhite
[58] state

Top Words in Tweet in G6:
[251] gavinnewsom
[121] hamillhimself
[110] today
[104] governor
[94] state
[92] vote
[90] thanks
[90] golden
[89] leadership
[89] reasonable

Top Words in Tweet in G7:
[173] gavinnewsom
[157] richardgrenell
[83] recall
[79] biden
[77] california
[76] joe
[76] booed
[76] lot
[71] shotsrangout
[71] appsame

Top Words in Tweet in G8:
[152] gavinnewsom
[40] vote
[35] errolwebber
[33] yes
[23] recall
[20] gavin
[19] reasons
[19] newsom
[18] 100
[16] jhowellchrist

Top Words in Tweet in G9:
[115] gavinnewsom
[89] taradublinrocks
[57] attn
[57] probably
[57] aware
[57] #californiarecall
[57] #protectourvote
[14] live
[13] polling
[13] #ca

Top Words in Tweet in G10:
[64] gavinnewsom
[38] cagovernor
[12] blanca_e_rubio
[12] asmgrayson
[11] evan_low
[11] carlosforad13
[8] ca
[8] quirksilva65th
[8] susanrubioca
[7] recall

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1081] joebiden,gavinnewsom
[889] joebiden,california
[887] keep,gavinnewsom
[835] governor,gavinnewsom
[786] vote,recall
[554] polls,close
[546] before,polls
[545] recall,before
[529] eyes,nation
[526] california,eyes

Top Word Pairs in Tweet in G1:
[223] governor,gavinnewsom
[200] larry,elder
[193] vote,today
[192] california,turns
[192] turns,vote
[192] today,gavinnewsom
[192] gavinnewsom,much
[192] much,better
[192] better,day
[192] day,larry

Top Word Pairs in Tweet in G2:
[868] joebiden,gavinnewsom
[560] keep,gavinnewsom
[559] joebiden,california
[502] vote,recall
[351] eyes,nation
[349] polls,close
[348] california,eyes
[348] nation,vote
[348] recall,before
[348] before,polls

Top Word Pairs in Tweet in G3:
[353] kamalaharris,gavinnewsom
[285] speaks,truth
[282] working,people
[281] always,speaks
[280] gavinnewsom,leader
[280] fights,working
[279] governor,gavinnewsom
[279] leader,always
[279] truth,behalf
[279] behalf,people

Top Word Pairs in Tweet in G4:
[208] gavinnewsom,joebiden
[207] governor,gavinnewsom
[167] gavinnewsom,california
[159] thanks,governor
[159] california,leader
[159] leader,beating
[159] beating,back
[159] back,pandemic
[159] pandemic,champion
[158] harrisonjaime,thanks

Top Word Pairs in Tweet in G5:
[100] larryelder,kmjnow
[75] cmarinucci,larryelder
[64] recall,gavinnewsom
[57] gavinnewsom,cagop
[56] kmjnow,gavinnewsom
[50] yes,larryelder
[47] california,take
[47] take,back
[47] back,state
[47] state,recall

Top Word Pairs in Tweet in G6:
[99] governor,gavinnewsom
[90] golden,state
[89] thanks,leadership
[89] leadership,golden
[89] state,governor
[89] gavinnewsom,today
[89] today,reasonable
[89] reasonable,californian
[88] hamillhimself,thanks
[88] californian,avoid

Top Word Pairs in Tweet in G7:
[82] recall,gavinnewsom
[76] joe,biden
[76] biden,booed
[76] booed,lot
[76] lot,california
[76] california,recall
[75] richardgrenell,joe
[68] gavinnewsom,nahbabynaw
[68] nahbabynaw,jjauthor
[68] jjauthor,appsame

Top Word Pairs in Tweet in G8:
[35] errolwebber,gavinnewsom
[23] vote,yes
[18] gavinnewsom,100
[18] 100,reasons
[18] reasons,vote
[18] yes,recall
[18] recall,gavin
[18] gavin,newsom
[13] jhowellchrist,gavinnewsom
[10] tallama,gavinnewsom

Top Word Pairs in Tweet in G9:
[57] attn,gavinnewsom
[57] gavinnewsom,probably
[57] probably,aware
[57] aware,#californiarecall
[57] #californiarecall,#protectourvote
[56] taradublinrocks,attn
[26] taradublinrocks,gavinnewsom
[13] live,#ca
[13] #ca,homeless
[12] homeless,crisis

Top Word Pairs in Tweet in G10:
[21] cagovernor,gavinnewsom
[12] blanca_e_rubio,asmgrayson
[11] asmgrayson,carlosforad13
[10] gavinnewsom,cagovernor
[8] evan_low,gavinnewsom
[8] gavinnewsom,blanca_e_rubio
[8] carlosforad13,quirksilva65th
[8] quirksilva65th,susanrubioca
[4] governor,gavinnewsom
[4] election,day

Top Replied-To
Top Replied-To in Entire Graph:
@gavinnewsom
@joebiden
@kamalaharris
@jensiebelnewsom
@cmarinucci
@thedemocrats
@harrisonjaime
@faisal_otba10
@ca_dem
@jeremybwhite

Top Replied-To in G1:
@gavinnewsom
@rl_barkerii
@joncoopertweets
@markyoungtruth
@ruralcoder
@goharpetrosya16
@joebiden
@the1onlyrichie
@carebelbase
@millanpatterson

Top Replied-To in G2:
@joebiden
@gavinnewsom
@faisal_otba10
@medanthro
@charleswelch54
@p1rate_k1ng13
@kellica38731932
@claudettenorm16
@kamalaharris
@qxvl3

Top Replied-To in G3:
@kamalaharris
@joebiden
@gavinnewsom
@kfalcone2015
@bleeforcongress
@wekesawakisika
@pillaringvoid
@jensiebelnewsom
@lajools2
@dorreneshake

Top Replied-To in G4:
@gavinnewsom
@jensiebelnewsom
@joebiden
@thedemocrats
@harrisonjaime
@ca_dem
@kamalaharris
@agentcurieuse
@torchbearer_nm
@yossieweinberg

Top Replied-To in G5:
@cmarinucci
@gavinnewsom
@jeremybwhite
@joebiden
@larryelder
@kimiversenshow
@bob_bv
@emily_hoeven
@alexepstein
@scottbaio

Top Replied-To in G6:
@hamillhimself
@staceyabrams
@gavinnewsom
@nickknudsenus
@tmthurston
@shawn_the_pilot
@andrewthiel84
@troopertk602
@rustyhicks
@santiagomayer_

Top Replied-To in G7:
@timpanist
@richardgrenell
@shotsrangout
@iagov11
@robbonta
@joebiden
@ilickett
@pamster2009

Top Replied-To in G8:
@gavinnewsom
@errolwebber
@cachadley
@valanett
@jhowellchrist
@tallama
@rednation54
@jwillis43519919
@metalarmy6664
@brianrothlives

Top Replied-To in G9:
@taradublinrocks
@fakedansavage
@didwyll
@vicleea2
@gavinnewsom
@veganari
@heatherjolly
@jessicagottlieb
@lacountyrrcc
@realdeancain

Top Replied-To in G10:
@evan_low
@gavinnewsom
@cagovernor
@stopiro8215
@asabado123
@joebiden
@lsanchez020
@ca_edd
@alexpadilla4ca
@dankalb

Top Mentioned
Top Mentioned in Entire Graph:
@gavinnewsom
@joebiden
@kamalaharris
@larryelder
@harrisonjaime
@joncoopertweets
@douglasemhoff
@richardgrenell
@jensiebelnewsom
@thedemocrats

Top Mentioned in G1:
@gavinnewsom
@joncoopertweets
@douglasemhoff
@joebiden
@carebelbase
@kamalaharris
@markyoungtruth
@iampoliticsgirl
@1zzyzyx1
@the1onlyrichie

Top Mentioned in G2:
@gavinnewsom
@joebiden
@3yearletterman
@_snyp3r
@faisal_otba10
@kamalaharris
@dariomueller42
@vncentlife
@staceface510
@toddedits

Top Mentioned in G3:
@gavinnewsom
@kamalaharris
@joebiden
@pillaringvoid
@buzzyal
@bleeforcongress
@jensiebelnewsom
@lac8379
@vp
@pauldereume

Top Mentioned in G4:
@gavinnewsom
@joebiden
@harrisonjaime
@jensiebelnewsom
@thedemocrats
@potus
@kamalaharris
@stopreprecall
@speakerpelosi
@ca_dem

Top Mentioned in G5:
@gavinnewsom
@larryelder
@kmjnow
@cagop
@cmarinucci
@grahamallen_1
@jeremybwhite
@realmeetkevin
@joebiden
@alexepstein

Top Mentioned in G6:
@gavinnewsom
@hamillhimself
@staceyabrams
@joebiden
@kamalaharris
@voting4truth
@georgetakei
@potus
@rustyhicks
@villaverla

Top Mentioned in G7:
@gavinnewsom
@richardgrenell
@appsame
@shotsrangout
@nahbabynaw
@jjauthor
@jim_jordan
@ethel1051seeley
@donaldjtrumpjr
@timpanist

Top Mentioned in G8:
@gavinnewsom
@errolwebber
@jhowellchrist
@jwillis43519919
@zorlink21
@gop
@joebiden
@chinakatsun
@tallama
@rhinoron1976

Top Mentioned in G9:
@gavinnewsom
@taradublinrocks
@schwarzenegger
@joebiden
@didwyll
@louisemensch
@wehocity
@fakedansavage
@kamalaharris
@lasdhq

Top Mentioned in G10:
@gavinnewsom
@cagovernor
@blanca_e_rubio
@asmgrayson
@carlosforad13
@quirksilva65th
@susanrubioca
@kpixtv
@potus
@evan_low

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@oldlady12345
@gocoo_59
@dichristine
@oscarhaboni
@solutioneer72
@insdatainter
@inabster
@britpoptarts
@inspiteoftrump

Top Tweeters in G1:
@mayirmamay14
@princessbravato
@pgrandee10
@hockeyfangirl12
@beank511
@only4rm
@alllwftopic
@margaritateresa
@cathleenkucz
@dcexaminer

Top Tweeters in G2:
@oldlady12345
@oscarhaboni
@inspiteoftrump
@paxnostrum
@govkhan
@eykis
@markhigbee
@wendycroy888
@gwydion620
@davidpsdem

Top Tweeters in G3:
@insdatainter
@phendricks71
@hijcp
@micjojd
@newyorker2212
@antipandemonium
@skepmi
@bad_woof
@edgeoforever
@ecwpunk81

Top Tweeters in G4:
@tomthunkitsmind
@dichristine
@brontyman
@metaquest
@cnbsnana
@tigerbeat
@sallyagale
@iamforeverblue2
@rosiem1919
@penneyewart

Top Tweeters in G5:
@solutioneer72
@caligirlleftie
@new_narrative
@on_bender
@willsdarlin
@myradsirois1
@wtpatty
@susaninlaguna
@inforenique
@latimes

Top Tweeters in G6:
@gocoo_59
@britpoptarts
@barbiewithatude
@areck0001
@queenpeace2017
@shoreboy1961
@mamabear64
@luckyginnie3
@dwarffrandguy
@itsallbs2017

Top Tweeters in G7:
@jjauthor
@appsame
@shotsrangout
@timpanist
@rldcarync
@tupelohoney2000
@purrcival
@lisalisa365
@billiecotter
@thisisraysblog

Top Tweeters in G8:
@arenasjoseluis4
@silverkait
@lpetitt50
@lupthegrove
@contrarymary197
@mrcrpoetry
@maarc80
@rickonassis
@seemva1
@brendabolen

Top Tweeters in G9:
@stunnedvoter
@coupdtrump
@taradublinrocks
@rtypaige
@fenrir_71
@buffymuffy4444
@mikaelaskyesays
@clarajeffery
@cherylm1937
@thetonygee

Top Tweeters in G10:
@dailycaller
@kron4news
@janettwokay
@comixgrrl
@kpixtv
@davidlaz
@dailybreezenews
@pragpro
@sydalexmom
@foe_us