caleg, Twitter, 8/23/2020 4:39:47 PM, 233311


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caleg_2020-08-23_09-07-13.xlsx
caleg_2020-08-23_09-07-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 23, 2020
Short Description:
caleg via NodeXL https://bit.ly/31oroih
@gavinnewsom
@portantino
@sentoniatkins
@aclu_cap
@jess_bartholow
@cagovernor
@cmadocs
@shannonrwatts
@momsdemand
@lorenasgonzalez

Top hashtags:
#caleg
#ab890
#california
#dukungsayamelayanianda
#noonab890
#cmadocs
#ab1196

Description:
Description
The graph represents a network of 5,760 Twitter users whose tweets in the requested range contained "caleg", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 23 August 2020 at 16:13 UTC.

The requested start date was Sunday, 23 August 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 17-day, 13-hour, 39-minute period from Tuesday, 04 August 2020 at 18:29 UTC to Saturday, 22 August 2020 at 08:09 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 : 5760
Unique Edges : 5650
Edges With Duplicates : 11171
Total Edges : 16821
Number of Edge Types : 5
Replies to : 1194
Mentions : 3341
Tweet : 1439
Retweet : 4074
MentionsInRetweet : 6773
Self-Loops : 1478
Reciprocated Vertex Pair Ratio : 0.0268048203626535
Reciprocated Edge Ratio : 0.052210156849841
Connected Components : 956
Single-Vertex Connected Components : 357
Maximum Vertices in a Connected Component : 3027
Maximum Edges in a Connected Component : 13167
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.608064
Graph Density : 0.000274841552352839
Modularity : 0.471792
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,760 Twitter users whose tweets in the requested range contained "caleg", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 23 August 2020 at 16:13 UTC.

The requested start date was Sunday, 23 August 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 17-day, 13-hour, 39-minute period from Tuesday, 04 August 2020 at 18:29 UTC to Saturday, 22 August 2020 at 08:09 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 : caleg
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:
[33] https://act.everytown.org/sign/CA-police-accountability-20200819/?source=twns_ca-police-accountability-20200819&refcode=twns_ca-police-accountability-20200819&utm_source=twns_ca-police-accountability-20200819&utm_medium=s&utm_campaign=ca-police-accountability-20200819
[25] http://housingforcalifornia.com/getserious/
[20] https://www.rtumble.com/
[17] https://actnow.io/nneWfxm
[14] https://www.thr101.org/california
[11] https://camustlead.org/
[10] https://www.youtube.com/watch?v=fl4IAr-hzpI&feature=youtu.be

[9] https://calmatters.org/commentary/my-turn/2020/08/a-plan-to-expand-access-to-electric-vehicles/
[7] https://mailchi.mp/physiciansforpatientprotection.org/ppp-virtual-press-conference
[6] https://www.cnma.org/today

Top URLs in Tweet in G1:
[7] https://mailchi.mp/physiciansforpatientprotection.org/ppp-virtual-press-conference
[5] https://8c893e4b-c576-43ef-9adb-a94891160fc0.filesusr.com/ugd/b37732_b259103b0d75442e9daca8e8da361b99.pdf
[4] https://www.cmadocs.org/ab-890
[4] https://twitter.com/CMAdocs/status/1294001586230800384
[3] https://actnow.io/rYSZcsA
[3] https://twitter.com/rshawnm/status/1295064384553865225
[3] https://www.sacbee.com/opinion/op-ed/article245087160.html
[3] https://www.votervoice.net/CANP/campaigns/75611/respond
[3] https://www.ppic.org/event/a-conversation-with-california-senate-president-pro-tempore-toni-atkins/
[2] https://studentdebtcrisis.org/wp-content/uploads/2020/08/AB-376-Coalition-Support-Ltr_8.17.20.pdf

Top URLs in Tweet in G2:
[11] https://camustlead.org/
[4] https://twitter.com/jeremybwhite/status/1295851627098775553
[3] https://lhc.ca.gov/content/reforming-mental-health-care
[2] https://twitter.com/maxrivlinnadler/status/1294009246078525440
[2] https://twitter.com/GarmentWorkerLA/status/1292390128493539328
[2] https://twitter.com/latimes/status/1295873868461232129
[2] https://twitter.com/dillonliam/status/1293307258164490240
[2] https://twitter.com/SantiagoAD53/status/1295427829706797061
[2] https://garmentworkercenter.ourpowerbase.net/civicrm/petition/sign?sid=2&reset=1
[2] https://twitter.com/latimes/status/1295480545061875714

Top URLs in Tweet in G3:
[8] https://act.everytown.org/sign/CA-police-accountability-20200819/?source=twns_ca-police-accountability-20200819&refcode=twns_ca-police-accountability-20200819&utm_source=twns_ca-police-accountability-20200819&utm_medium=s&utm_campaign=ca-police-accountability-20200819
[2] https://act.everytown.org/sign/Gun-Sense-University-2020-Jill-Biden-RSVP/?source=twns_GSU-2020-Jill-Biden-RSVP&refcode=twns_GSU-2020-Jill-Biden-RSVP&utm_source=twns_GSU-2020-Jill-Biden-RSVP&utm_medium=s&utm_campaign=GSU-2020-Jill-Biden-RSVP
[1] https://p2a.co/x4iCEI8
[1] https://abcnews4.com/news/nation-world/california-circuit-court-rules-ban-on-high-capacity-magazines-as-unconstitutional
[1] https://www.mercurynews.com/2020/08/19/with-367-wildfires-raging-cal-fire-to-all-citizens-of-california-be-ready-to-go/
[1] https://twitter.com/momsdemand/status/1291105952276586496
[1] https://www.eastbaytimes.com/2020/08/06/at-least-four-people-shot-one-dead-in-east-oakland/amp/
[1] https://twitter.com/ACaliMomDemands/status/1292214778262245376
[1] https://www.fresnobee.com/opinion/readers-opinion/article243661272.html
[1] https://twitter.com/YouthALIVE510/status/1294033716612743168

Top URLs in Tweet in G4:
[17] https://actnow.io/nneWfxm
[3] https://www.cta.org/press-release/education-coalition-calls-on-governor-and-legislative-leaders-to-close-20-billion-projected-shortfall-for-schools-and-students
[2] https://calmatters.org/commentary/my-turn/2020/08/gaps-in-paid-sick-days-leave-puts-families-communities-at-risk/
[2] https://calmatters.org/commentary/my-turn/2020/08/legislature-should-acknowledged-nurse-practitioners-value-and-remove-restrictions/
[2] https://committoequity.org/act/call/
[2] https://twitter.com/KevinKileyCA/status/1295438853877055488
[1] https://www.sfchronicle.com/bayarea/otisrtaylorjr/article/Lack-of-accountability-allows-Vallejo-police-to-15468747.php
[1] https://www.aclunc.org/connectforchange
[1] https://docs.google.com/document/d/e/2PACX-1vT_b67dYdqTOFdk0MBudlKnJWSgskp5AH8zRcPgfC7LkDZpVciRtMg5NVwaWwA6YuoMq6iHtaQKeGrS/pub
[1] https://action.aclu.org/ca-decertify-police?ms_aff=CAP&initms_aff=CAP&ms_chan=tw&initms_chan=tw

Top URLs in Tweet in G5:
[3] https://p2a.co/8g8HOpM
[3] https://www.wsj.com/articles/californias-blackout-warning-11597606724?mod=MorningEditorialReport&mod=djemMER_h
[3] https://www.youtube.com/watch?v=C_332fcpVkc&feature=youtu.be

[2] https://insideclimatenews.org/news/02082020/california-big-oil-environmental-health
[2] https://soundcloud.com/consumerwatchdog/speed-kills-in-the-legislature
[2] https://www.latimes.com/opinion/story/2020-08-14/editorial-an-insurance-fix-for-fire-prone-areas-that-only-an-insurance-company-could-love
[2] https://faithinthevalley.org/evicted-kern/
[1] https://twitter.com/AudubonCA/status/1296899385431744512
[1] https://twitter.com/PSRLA/status/1290766387846107136
[1] https://twitter.com/KateAronoff/status/1296796269046890497

Top URLs in Tweet in G6:
[21] https://act.everytown.org/sign/CA-police-accountability-20200819/?source=twns_ca-police-accountability-20200819&refcode=twns_ca-police-accountability-20200819&utm_source=twns_ca-police-accountability-20200819&utm_medium=s&utm_campaign=ca-police-accountability-20200819
[7] https://www.youtube.com/watch?v=fl4IAr-hzpI&feature=youtu.be

[5] http://pasangstikermobiljakarta.blogspot.com/2018/08/sticker-oneway-mobil-kampanye-caleg.html
[3] https://www.npr.org/sections/coronavirus-live-updates/2020/08/10/901167803/california-gov-says-trump-unemployment-executive-order-spells-disaster-for-budge
[2] https://twitter.com/JamieMSorenson/status/1220524945584746496
[2] https://twitter.com/iKONICfess2/status/1292095764898840577
[2] https://twitter.com/SiwonSpecial/status/1293374968932179968
[2] https://calmatters.org/housing/2020/08/californians-evicted-coronavirus-pandemic/
[2] https://www.depoknews.id/didukung-mantan-caleg-pdi-perjuangan-ibh-sebuah-anugerah/
[2] https://www.depoknews.id/novi-mantan-caleg-pdi-perjuangan-terang-terangan-dukung-ibh-pada-pilkada-depok/

Top URLs in Tweet in G7:
[2] https://www.cnnindonesia.com/internasional/20200806104051-106-532741/suu-kyi-kembali-maju-jadi-caleg-di-pemilu-myanmar?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[1] https://nasional.sindonews.com/read/139268/12/ananda-sukarlan-dukung-langkah-psi-usung-giring-sebagai-capres-2024-1597928884
[1] https://wartakota.tribunnews.com/2019/05/13/sudah-jungkir-balik-roy-suryo-tetap-gagal-lolos-ke-senayan-lni-8-nama-caleg-yogya-sukses-ke-dpr
[1] https://twitter.com/IDNCFOfficial/status/1296755743039709185?s=19
[1] https://twitter.com/kumparan/status/1296649864487374848
[1] https://twitter.com/Jhonkosmik/status/1294345584061554689
[1] https://twitter.com/FerdinandHaean3/status/1295869223957225474?s=19
[1] https://twitter.com/emakkuat/status/1290970228159995905
[1] https://www.suara.com/news/2019/06/10/130308/curhat-jansen-sitindaon-dibenci-warga-kampung-karena-bela-prabowo?page=all

Top URLs in Tweet in G8:
[4] https://nlpc.org/2020/08/06/afscme-local-in-california-forges-workers-signature-wins-court-dismissal/
[3] https://moorlach.cssrc.us/content/sen-moorlach-5-reasons-democrats-proposed-income-tax-increase-bad-california
[2] https://calmatters.org/commentary/dan-walters/2020/07/california-living-costs-make-people-poor/
[1] https://dahle.cssrc.us/content/senator-dahle-measure-improves-forest-management-and-watersheds
[1] https://dahle.cssrc.us/sites/default/files/200807_SB89-education-funding-letter.pdf
[1] https://dahle.cssrc.us/content/senator-dahle-urges-providing-assurance-schools-re-opening
[1] https://calmatters.org/commentary/my-turn/2020/08/californias-mixed-messages-on-covid-19-create-confusion/
[1] https://chico.newsreview.com/2020/08/11/delivered-from-hunger/
[1] https://twitter.com/Gary_C_Reed/status/1294036336844791809
[1] https://fee.org/articles/why-uber-and-lyft-are-about-to-shut-down-all-operations-in-california/

Top URLs in Tweet in G9:
[1] https://twitter.com/asmtoddgloria/status/1295547447364579333
[1] https://actnow.io/WGDebvb

Top Domains
Top Domains in Tweet in Entire Graph:
[423] twitter.com
[43] ca.gov
[42] calmatters.org
[36] youtube.com
[35] everytown.org
[25] housingforcalifornia.com
[24] actnow.io
[23] edsource.org
[20] sacbee.com
[20] rtumble.com

Top Domains in Tweet in G1:
[77] twitter.com
[7] mailchi.mp
[7] filesusr.com
[6] sacbee.com
[5] cmadocs.org
[5] ama-assn.org
[3] calmatters.org
[3] actnow.io
[3] consumerreports.org
[3] facebook.com

Top Domains in Tweet in G2:
[100] twitter.com
[18] edsource.org
[13] ca.gov
[11] camustlead.org
[10] calmatters.org
[7] latimes.com
[6] sfchronicle.com
[3] abc7news.com
[3] voiceofoc.org
[3] californiaglobe.com

Top Domains in Tweet in G3:
[15] twitter.com
[10] everytown.org
[3] instagram.com
[1] p2a.co
[1] abcnews4.com
[1] mercurynews.com
[1] eastbaytimes.com
[1] fresnobee.com
[1] youtube.com
[1] gunsensevoter.org

Top Domains in Tweet in G4:
[20] twitter.com
[18] actnow.io
[6] calmatters.org
[4] edsource.org
[4] cta.org
[2] google.com
[2] aclu.org
[2] committoequity.org
[2] youtube.com
[1] sfchronicle.com

Top Domains in Tweet in G5:
[25] twitter.com
[4] p2a.co
[4] wsj.com
[3] soundcloud.com
[3] youtube.com
[2] sacbee.com
[2] insideclimatenews.org
[2] calmatters.org
[2] latimes.com
[2] faithinthevalley.org

Top Domains in Tweet in G6:
[94] twitter.com
[21] everytown.org
[20] ca.gov
[14] youtube.com
[7] house.gov
[5] blogspot.com
[4] depoknews.id
[4] dhillonlaw.com
[3] npr.org
[3] constantcontact.com

Top Domains in Tweet in G7:
[5] twitter.com
[2] cnnindonesia.com
[1] sindonews.com
[1] tribunnews.com
[1] suara.com

Top Domains in Tweet in G8:
[12] twitter.com
[9] sacbee.com
[7] cssrc.us
[5] calmatters.org
[4] nlpc.org
[2] marketwatch.com
[2] latimes.com
[2] npr.org
[2] ca.gov
[2] freedomfoundation.com

Top Domains in Tweet in G9:
[1] twitter.com
[1] actnow.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3109] caleg
[398] ab890
[210] california
[148] dukungsayamelayanianda
[148] noonab890
[147] cmadocs
[141] ab1196
[132] mentalhealth
[126] gsu2020
[120] cabudget



Top Hashtags in Tweet in G1:
[623] caleg
[350] ab890
[147] cmadocs
[130] noonab890
[94] noab890
[71] yesonab376
[66] closetheprovidergap
[52] california
[47] fpa
[44] physicians

Top Hashtags in Tweet in G2:
[686] caleg
[66] edchat
[62] ab826
[33] sb1399
[27] ab5
[23] prop16
[18] cabudget
[16] tanfat24
[15] immigrants
[14] farmworkers

Top Hashtags in Tweet in G3:
[207] caleg
[139] ab1196
[126] gsu2020
[64] watchuswork
[41] momsareeverywhere
[41] ab1506
[39] ab2617
[36] ab1185
[28] gunsense
[25] ab767

Top Hashtags in Tweet in G4:
[541] caleg
[123] mentalhealth
[69] mhsa
[57] ab2088
[56] taxcabillionaires
[36] sb731
[35] decertifypolice
[35] sb1103
[34] highroadtorecovery
[28] crisesact

Top Hashtags in Tweet in G5:
[344] caleg
[101] ab345
[70] education
[67] cabudget
[54] fundeducation
[53] augustrevise
[20] yesonab345
[13] sb414
[12] ab2167
[8] fundallkids

Top Hashtags in Tweet in G6:
[148] dukungsayamelayanianda
[125] caleg
[49] california
[42] infocaleg
[38] capol
[37] protectamerica
[37] ca
[30] pkb
[26] habis212terbitlah02
[23] golkarsmd

Top Hashtags in Tweet in G7:
[7] blockbuzzerp
[2] roysuryokeselsamademokrat
[2] bangsatbangsa
[1] seriusnanya

Top Hashtags in Tweet in G8:
[126] caleg
[47] california
[20] ab1450
[14] cagov
[13] cabudget
[10] covid
[9] kingnewsom
[9] opencalifornia
[7] tcot
[6] covid19

Top Hashtags in Tweet in G9:
[31] savetheuspostalservice
[10] caleg
[4] ab3092
[4] ab2463
[3] sistersinservice
[2] sb1383
[1] womensvote100
[1] paidfamilyleave

Top Hashtags in Tweet in G10:
[2] fotoprofilbaru

Top Words
Top Words in Tweet in Entire Graph:
[3105] #caleg
[1988] caleg
[819] ca
[638] bill
[618] california
[527] momsdemand
[435] vote
[418] state
[414] gavinnewsom
[409] more

Top Words in Tweet in G1:
[621] #caleg
[350] #ab890
[244] bill
[240] nps
[228] patients
[211] care
[200] portantino
[193] cmadocs
[179] marilynheinemd
[173] physician

Top Words in Tweet in G2:
[686] #caleg
[236] gavinnewsom
[171] credit
[159] california
[130] lorenasgonzalez
[103] thanks
[99] let's
[92] ca_dem
[92] roxanneforad46
[90] give

Top Words in Tweet in G3:
[524] momsdemand
[356] gun
[338] volunteer
[285] ca
[220] sense
[207] #caleg
[205] police
[179] shannonrwatts
[178] everytown
[159] support

Top Words in Tweet in G4:
[541] #caleg
[212] bill
[178] important
[176] communities
[168] keep
[166] political
[165] play
[165] games
[147] hey
[144] act

Top Words in Tweet in G5:
[344] #caleg
[141] ca
[128] time
[101] #ab345
[99] oil
[90] voicesca
[89] gas
[88] cagovernor
[86] schools
[85] right

Top Words in Tweet in G6:
[593] caleg
[148] #dukungsayamelayanianda
[128] yang
[125] #caleg
[109] dapil
[109] urut
[94] jangan
[91] jadi
[90] golkar
[82] dpr

Top Words in Tweet in G7:
[182] caleg
[104] gagal
[48] yg
[39] ferdinandhaean3
[38] panca66
[33] jadi
[30] xdigeeembok
[29] andre_rosiade
[29] dpr
[28] lu

Top Words in Tweet in G8:
[126] #caleg
[47] #california
[34] state
[33] california
[25] ca
[25] public
[25] senaterepcaucus
[23] senate
[20] law
[20] committee

Top Words in Tweet in G9:
[75] survivors
[74] buffywicks
[74] ensuring
[74] pathway
[74] justice
[74] sexual
[74] abuse
[74] responsibility
[74] 2014
[74] ucla

Top Words in Tweet in G10:
[76] caleg
[20] cimotyy
[20] teman
[10] sedang
[9] dukung
[8] ava
[7] kek
[7] andriandinoraa
[6] nya
[6] ayayawaee_

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[310] momsdemand,volunteer
[243] ca,momsdemand
[215] gun,sense
[206] jadi,caleg
[180] bill,important
[179] important,play
[179] play,political
[179] political,games
[165] hey,#caleg
[164] caleg,gagal

Top Word Pairs in Tweet in G1:
[108] nurse,practitioners
[102] cmadocs,#cmadocs
[100] bill,rights
[95] take,action
[95] #ab890,nothing
[94] borrower,bill
[92] requires,independent
[92] independent,nurse
[92] practitioners,serve
[92] serve,underserved

Top Word Pairs in Tweet in G2:
[85] trumpjew,thanks
[85] thanks,ca_dem
[85] ca_dem,lorenasgonzalez
[85] lorenasgonzalez,gavinnewsom
[85] gavinnewsom,controlled
[85] controlled,#caleg
[85] #caleg,let's
[85] let's,give
[85] give,credit
[85] credit,credit

Top Word Pairs in Tweet in G3:
[307] momsdemand,volunteer
[241] ca,momsdemand
[215] gun,sense
[133] volunteer,support
[116] ban,police
[107] #ab1196,ban
[94] ruling,extreme
[94] extreme,outlier
[94] outlier,given
[94] given,earlier

Top Word Pairs in Tweet in G4:
[165] bill,important
[165] important,play
[165] play,political
[165] political,games
[147] hey,#caleg
[145] #caleg,bill
[139] keep,communities
[139] communities,safe
[138] safe,removing
[128] games,act

Top Word Pairs in Tweet in G5:
[89] oil,gas
[69] child,right
[69] right,quality
[69] quality,education
[69] education,equitable
[68] ca,schools
[68] schools,#education
[68] #education,afterthought
[68] afterthought,child
[68] equitable,resources

Top Word Pairs in Tweet in G6:
[89] caleg,yang
[76] dpr,ri
[70] caleg,dpr
[65] partai,golkar
[60] jangan,dipilih
[59] ngemis,#dukungsayamelayanianda
[59] tidak,konsisten
[52] curiga,sama
[40] ri,dapil
[40] dapil,kaltim

Top Word Pairs in Tweet in G7:
[88] caleg,gagal
[22] andre_rosiade,panca66
[22] panca66,rosarosaniasari
[20] rosarosaniasari,caleg
[20] dpr,ri
[19] gagal,sumbar
[18] jadi,caleg
[17] sumbar,ini
[17] ini,bawel
[17] bawel,banget

Top Word Pairs in Tweet in G8:
[19] #ab1450,gabriel's
[19] gabriel's,law
[19] california,state
[19] state,senate
[19] senate,public
[19] public,safety
[18] senaterepcaucus,asmrepublicans
[17] safety,committee
[16] law,failed
[16] failed,party

Top Word Pairs in Tweet in G9:
[74] ensuring,pathway
[74] pathway,justice
[74] justice,sexual
[74] sexual,abuse
[74] abuse,survivors
[74] survivors,responsibility
[74] responsibility,2014
[74] 2014,ucla
[74] ucla,fell
[74] fell,short

Top Word Pairs in Tweet in G10:
[10] teman,sedang
[6] jadi,caleg
[5] bu,caleg
[5] ibu,caleg
[5] tipe,teman
[5] teman,yg
[5] yg,susah
[5] susah,menerima
[5] menerima,nasehat
[5] nasehat,teman

Top Replied-To
Top Replied-To in Entire Graph:
@ferdinandhaean3
@cimotyy
@tofatofa_id
@zjenneiv
@zjenniev
@sentoniatkins
@tsamaradki
@gavinnewsom
@detikcom
@xdigeeembok

Top Replied-To in G1:
@sentoniatkins
@portantino
@johnmwmoorlach
@bettyyeeforca
@stevenmaviglio
@bobwieckowskica
@senbobarchuleta
@ltwoc
@millennial_debt
@standforpts

Top Replied-To in G2:
@gavinnewsom
@diplomaprivileg
@superandrea
@lorenaad80
@lorenasgonzalez
@senatorborgeas
@bachposts
@andreacarlasm
@marc_topaz
@thesoulcab

Top Replied-To in G3:
@mikemorrellgop
@momsdemand
@nancyskinnerca
@jennam2017
@drk_wilkinson
@christyforca25
@sunnybeach89
@acalimomdemands
@speakerpelosi
@rebelsrach

Top Replied-To in G4:
@robbontaca
@lorenaad80
@asmrobertrivas
@frankbigelowca
@ianad57
@asmedchau
@asmmegandahle
@asmsusaneggman
@asmvincefong
@bauerkahan

Top Replied-To in G5:
@johnmyers
@paulrogerssjmn
@cagovernor
@gigilevangie
@nealmccluskey
@tomselliott
@hannahcwiley
@eminently_me5
@scottwilkca
@jonessawyerad59

Top Replied-To in G6:

Top Replied-To in G7:
@ferdinandhaean3
@tofatofa_id
@xdigeeembok
@panca66
@andre_rosiade
@cnnindonesia
@suwandaben
@zoelhayat
@suara_bawah
@dennysiregar7

Top Replied-To in G8:
@gavinnewsom
@senaterepcaucus
@senatormelendez
@briandahleca
@phldriversunion
@joelengel
@sacbee_news
@ca_dem
@mofoshobro
@pvladie

Top Replied-To in G10:
@cimotyy
@andriandinoraa
@ayayawaee_
@siastiie
@yaelahwira_
@quanshika
@agstnnovan
@dudinq__
@saefolld66611
@yenioktaaviani

Top Mentioned
Top Mentioned in Entire Graph:
@momsdemand
@gavinnewsom
@portantino
@sentoniatkins
@lorenasgonzalez
@cmadocs
@marilynheinemd
@shannonrwatts
@everytown
@cagovernor

Top Mentioned in G1:
@cmadocs
@portantino
@marilynheinemd
@sentoniatkins
@j_luh
@senatorpatbates
@bobwieckowskica
@stevebradford
@senbrianjones
@debtcrisisorg

Top Mentioned in G2:
@gavinnewsom
@lorenasgonzalez
@ca_dem
@roxanneforad46
@trumpjew
@jeremybwhite
@jess_bartholow
@western_center
@chirla
@santiagoad53

Top Mentioned in G3:
@momsdemand
@shannonrwatts
@everytown
@joebiden
@kamalaharris
@50randomacts
@portantino
@alex02ny
@staceyrmoseley
@mialivasporter

Top Mentioned in G4:
@aclu_cap
@rendon63rd
@gavinnewsom
@lorenasgonzalez
@blmla
@committoequity
@wearecta
@equalrightsadv
@healthaccess
@wp4bl

Top Mentioned in G5:
@voicesca
@cagovernor
@gavinnewsom
@sentoniatkins
@rendon63rd
@senbenhueso
@madstano
@morabito_molly
@senatehertzberg
@cejapower

Top Mentioned in G6:
@theglobalspring
@red_n_right

Top Mentioned in G7:
@panca66
@rosarosaniasari
@andre_rosiade
@xdigeeembok
@pdemokrat
@ferdinandhaean3
@kokokdirgantoro
@uki23
@krmtroysuryo2
@dennysiregar7

Top Mentioned in G8:
@senaterepcaucus
@asmrepublicans
@tomlackey36
@freedomfdtn
@briandahleca
@gavinnewsom
@noplacetoescape
@assemblydems
@casenatedems
@realdonaldtrump

Top Mentioned in G9:
@buffywicks
@asmchristysmith
@cawomenscaucus
@samhuynh17
@alesblee
@shanmckinley
@equalrightsadv
@senhannahbeth

Top Mentioned in G10:
@cimotyy
@araatamara
@pdlnoy
@dinoraandriann
@justjeee__
@gorioriorioooo
@jeks___
@yaelahwira_
@actuallysadboy
@ekasriiw_

Top Tweeters
Top Tweeters in Entire Graph:
@rlthingy
@detikcom
@kompascom
@republikaonline
@rjber15
@tempodotco
@joni_looking
@kenkircher1
@dgendvil
@ggg_says

Top Tweeters in G1:
@mel_storni
@idreamin4d
@drseid
@sacbee_news
@saludhealthinfo
@paulmiller1313
@sprbrighting
@cloudydays1971
@monitor_ph
@tivon

Top Tweeters in G2:
@justwhatnowwhy
@kimvie
@tigerbeat
@painter_nancy
@bayofarizona
@sagehillfarms
@journeyman15
@jkearby
@latimes
@mushkat

Top Tweeters in G3:
@kenkircher1
@ggg_says
@eddarrell
@cblazblaz
@castonchris
@kath2252
@babun1515
@sba1211
@kavalonthatsme
@tallyannae

Top Tweeters in G4:
@rjber15
@itswanda
@yayayarndiva
@cnbsnana
@leoluminary
@redwoodgirl
@juliesbooks
@nugslilsis
@foxbusiness
@elfgrove

Top Tweeters in G5:
@joni_looking
@dgendvil
@lizditz
@digyoursoul
@avonan
@politico
@eminently_me5
@luluonti
@eastbaytimes
@sfchronicle

Top Tweeters in G6:
@merdekadotcom
@yuuunirahma
@dsagha
@veraagustian_
@setsunavie
@gatra_com
@pergiajayukah
@spicyddeok
@harian_sib
@gatot30

Top Tweeters in G7:
@tempodotco
@zarazettirazr
@cnnindonesia
@partaisocmed
@panca66
@kangdede78
@mulanbilqis
@kokokdirgantoro
@candraasmara85
@demokrat_tv

Top Tweeters in G8:
@foxnews
@davecraige
@bluesfan1994
@kan7sas
@oann
@cmarinucci
@scarlettdear1
@mars0411
@heartiedee
@disciplepaulr

Top Tweeters in G9:
@damonbethea1
@lisakbromley
@morgfair
@freeandclear1
@funnagan
@bpizano67
@marciabunney
@jerri47
@toniragusa
@a_fly_guy

Top Tweeters in G10:
@ayy_only
@cimotyy
@saefolld66611
@yenioktaaviani
@evisintiyaa
@quanshika
@fifybebby
@andriandinoraa
@justjeee__
@nandadik_


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