caleg, Twitter, 9/11/2019 2:40:42 AM, 209374


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caleg_2019-09-10_17-30-51.xlsx
caleg_2019-09-10_17-30-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2019
Short Description:
caleg via NodeXL http://bit.ly/31dNIIJ
@gavinnewsom
@shannongroveca
@sandy95455811
@kpai_official
@judeajohnson
@tolakbigotri
@ferdinandhaean2
@equalrightsadv
@drpanmd
@for_physicians

Top hashtags:
#caleg
#sb276
#bubarkankpai
#noonsb276
#sb714
#ab1482
#vetosb276

Description:
Description
The graph represents a network of 3,849 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 Wednesday, 11 September 2019 at 00:32 UTC.

The requested start date was Tuesday, 10 September 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 5-day, 1-hour, 58-minute period from Wednesday, 04 September 2019 at 22:01 UTC to Tuesday, 10 September 2019 at 00:00 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 : 3849
Unique Edges : 6857
Edges With Duplicates : 2377
Total Edges : 9234
Number of Edge Types : 3
Mentions : 7977
Tweet : 675
Replies to : 582
Self-Loops : 675
Reciprocated Vertex Pair Ratio : 0.0161717551930852
Reciprocated Edge Ratio : 0.0318287830978186
Connected Components : 446
Single-Vertex Connected Components : 267
Maximum Vertices in a Connected Component : 1999
Maximum Edges in a Connected Component : 6559
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.01273
Graph Density : 0.000492135819493575
Modularity : 0.606561
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[37] https://imgur.com/a/ihwAe4S
[24] https://actionnetwork.org/letters/cadisclose-2019?source=twitter
[12] http://detikmania.com/h-1-tenggat-9-caleg-belum-mengirim-lhkpn/
[11] https://partaiperindo.com/?p=85312
[9] http://www.rtumble.com
[8] http://housingforcalifornia.com/no-ab-1482/
[8] https://www.cadem.org/our-party/standing-committees/body/Legislation-Committee-Report-Letter-1.pdf
[7] https://www.youtube.com/watch?v=06wYoOUBWas&feature=youtu.be

[7] https://twitter.com/kingjames/status/1169631712009080832
[7] http://housingforcalifornia.com/getserious/

Top URLs in Tweet in G1:
[7] https://www.youtube.com/watch?v=06wYoOUBWas&feature=youtu.be

[6] https://twitter.com/Shawna_mari3/status/1169349730742063105
[6] https://www.mediafire.com/file/8f90eymkh12z518/July_7_2016_Board_meeting_Immunization_Roundtable.mp3/file
[5] https://www.mediafire.com/file/y3xk4xldkqp52qk/FOIA_request_re_Medical_Exemption_Pilot_Project.pdf/file
[4] https://twitter.com/robschneider/status/1171096045029228544
[3] https://twitter.com/Shawna_mari3/status/1169337518984056832?s=20
[3] https://www.cbsnews.com/news/merck-created-hit-list-to-destroy-neutralize-or-discredit-dissenting-doctors/
[3] https://twitter.com/drrachelwest/status/1169472296341233665?s=20
[3] https://sharylattkisson.com/2019/01/analysis-of-dr-zimmermans-affidavit-regarding-vaccines-causing-autism-in-exceptional-cases/
[2] https://twitter.com/DrKND/status/1171086653324050432?s=20

Top URLs in Tweet in G2:
[3] https://kbr.id/kenalicaleg/caleg/popular_detail/id/2292.html
[3] https://twitter.com/tolakbigotri/status/1170918699420639232
[3] https://twitter.com/P3nj3l4j4h/status/1169154983624925184
[2] https://twitter.com/Aryosutejo3/status/1171119091534315521
[1] https://www.cnnindonesia.com/nasional/20190903200845-32-427266/kpu-caleg-dpr-gerindra-terbanyak-belum-setor-lhkpn
[1] https://mobile.twitter.com/Trieszeguet/status/1171020058073546752
[1] https://mobile.twitter.com/MeAndOurs/status/1170941909726126080
[1] https://www.cnnindonesia.com/nasional/20190904130027-12-427428/veronica-koman-jadi-tersangka-provokasi-asrama-papua
[1] https://twitter.com/DjanChoek/status/1170896926050381824
[1] https://twitter.com/narkosun/status/1171036328781201408

Top URLs in Tweet in G3:
[1] https://twitter.com/AtricsJerry/status/1171154106246819840
[1] https://grove.cssrc.us/content/senate-republicans-oppose-legislation-worsens-states-housing-crisis
[1] https://grove.cssrc.us/content/california-should-not-chastise-federal-government-when-state-fails-disarm-violent-felons
[1] https://www.taftmidwaydriller.com/news/20190830/grove-resolution-honors-gold-star-families
[1] https://grove.cssrc.us/content/senate-republicans-push-legislation-include-lao-history-education-curriculum
[1] https://www.dailymail.co.uk/news/article-7396585/Californias-homeless-crisis-engulfs-capital-Sacramentos-people-confront-naked-junkies.html
[1] http://www.sacculturalhub.com/item/13470-dynamex-law-will-gut-black-newspapers-in-california?fbclid=IwAR0iQZq0gXMevH5hzWrHP_zKv3B-yiPm29tGuU8q_-RC273PWpmK6C0-gXs
[1] https://govapps.gov.ca.gov/gov40mail/?fbclid=IwAR0ZUv3HroA2FbfaKi82cb_7eKoceLsC-Q2RwCCbdBkSXPU-SLFmJAlj3Hc
[1] https://facebook.com/ShannonGroveCA/videos/891589857875782/?business_id=2147614555548991&modal=admin_todo_tour
[1] https://grove.cssrc.us/content/senate-republicans-introduce-amendments-protect-thousands-independent-contractor?fbclid=IwAR1Jqgbpk3m38-IpAAR6NGx6-FK7xFxoueol1pvlKUKAdNdF_BoHrlEoCsk

Top URLs in Tweet in G4:
[31] https://imgur.com/a/ihwAe4S
[12] http://detikmania.com/h-1-tenggat-9-caleg-belum-mengirim-lhkpn/
[9] http://www.rtumble.com
[5] http://pasangstikermobiljakarta.blogspot.com/2018/08/sticker-oneway-mobil-kampanye-caleg.html
[3] https://www.tribun-maluku.com/2019/09/kasus-dugaan-korupsi-ipal-komunal-di-sawai-diduga-libatkan-caleg-terpilih/
[3] https://news.detik.com/berita/4695695/anggota-dprd-bulukumba-f-berkarya-diwajibkan-santuni-caleg-gagal-partainya
[3] http://Suara.com
[3] https://hukum.blog/ext/64/https:/jatim.suara.com/read/2019/09/05/204712/eks-caleg-dan-saksi-prabowo-tri-susanti-ogah-dikaitkan-dengan-gerindra
[2] Https://imgur.com/a/ihwAe4S
[2] https://twitter.com/asmkamlagerdove/status/1169469801619570691

Top URLs in Tweet in G5:
[8] https://www.cadem.org/our-party/standing-committees/body/Legislation-Committee-Report-Letter-1.pdf
[3] https://action.aclu.org/send-message/ca-sen-freethevote?ms_aff=CAP&initms_aff=CAP&ms_chan=tw&initms_chan=tw
[2] https://twitter.com/robschneider/status/1169399763151679488
[2] https://www.sbsun.com/2019/08/27/pass-sb136-to-curb-mass-incarceration-remove-arbitrary-enhancements/
[2] https://www.latimes.com/opinion/story/2019-09-05/facial-recognition-bill-police-body-cams
[2] https://www.sgvtribune.com/2019/08/27/pass-sb136-to-curb-mass-incarceration-remove-arbitrary-enhancements/
[2] https://twitter.com/kingjames/status/1169631712009080832
[1] https://www.teenvogue.com/story/lobbying-western-center-law-poverty?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=teen-vogue&utm_social-type=earned
[1] https://twitter.com/KingJames/status/1169631712009080832
[1] https://twitter.com/beyondchron/status/1169667589846360064

Top URLs in Tweet in G6:
[4] https://www.cnnindonesia.com/nasional/20190906155402-32-428194/h-1-tenggat-sembilan-caleg-dpr-terpilih-belum-setor-lhkpn?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[2] https://kumparan.com/@kumparannews/kpu-tak-rekomendasi-caleg-nasdem-m-rapsel-dilantik-belum-setor-lhkpn-1rpR49fiQ0n?utm_medium=post&utm_source=Twitter&utm_campaign=int
[2] https://twitter.com/FerdinandHaean2/status/1170341242070110208?s=19
[1] https://kumparan.com/@kumparannews/nasdem-caleg-dpr-rapsel-ali-masih-urus-lhkpn-agar-tetap-dilantik-1rpUTXX7qQZ?utm_medium=post&utm_source=Twitter&utm_campaign=int
[1] https://kumparan.com/@kumparannews/seorang-caleg-dpr-terpilih-yang-belum-lapor-lhkpn-berasal-dari-nasdem-1rooVz7UBys?utm_medium=post&utm_source=Twitter&utm_campaign=int
[1] https://kumparan.com/@kumparannews/rapsel-ali-menantu-maruf-amin-yang-belum-lapor-lhkpn-caleg-ke-kpu-1rpTrBTjzxl?utm_medium=post&utm_source=Twitter&utm_campaign=int
[1] https://kumparan.com/@kumparannews/pelantikan-caleg-dpr-nasdem-rapsel-ali-ditunda-sampai-setor-lhkpn-1rpUoLvJjJZ?utm_medium=post&utm_source=Twitter&utm_campaign=int
[1] https://twitter.com/DonAdam68/status/1170571837580857344
[1] https://twitter.com/elisa_jkt/status/1170663578753306624
[1] https://twitter.com/FerdinandHaean2/status/1169813844996190209

Top URLs in Tweet in G7:
[4] https://twitter.com/thereal_truther/status/1171087256787939330
[1] https://twitter.com/rachaelmyrow/status/1169720572156268544
[1] https://twitter.com/sami_gallegos/status/1171184418993532928
[1] https://twitter.com/mattocko/status/1169758966055759872
[1] https://www.splcenter.org/fighting-hate/extremist-files/group/oath-keepers
[1] https://twitter.com/UrieBay/status/1170434243660406785
[1] https://twitter.com/AGBecerra/status/1171136817132797952
[1] https://twitter.com/JimWoodAD2/status/1169358952632446976
[1] https://twitter.com/AGBecerra/status/1171141983802253312
[1] https://www.sacbee.com/opinion/op-ed/article234442107.html

Top URLs in Tweet in G8:
[8] http://housingforcalifornia.com/no-ab-1482/
[7] http://housingforcalifornia.com/getserious/
[5] https://www.latimes.com/business/story/2019-08-08/california-housing-shortage-home-builders
[4] http://calchannel.granicus.com/MediaPlayer.php?view_id=18&event_id=5316
[2] https://twitter.com/NancySkinnerCA/status/1170031635829379072
[1] https://www.ocregister.com/2019/08/18/housing-crisis-looms-while-lawmakers-drag-their-feet/
[1] https://www.car.org/en/aboutus/mediacenter/newsreleases/2019releases/ab1482
[1] https://twitter.com/NancySkinnerCA/status/1169703376558231552
[1] https://www.car.org/difference/getinvolved/no-on-ab1482
[1] https://www.mercurynews.com/2019/08/08/housing-crisis-development-fees-unpredictable-stifle-construction/

Top URLs in Tweet in G9:
[23] https://actionnetwork.org/letters/cadisclose-2019?source=twitter
[3] https://www.nrdc.org/experts/annie-notthoff/newspapers-support-sb-1-protect-against-trump-rollbacks
[1] https://twitter.com/jasonsisney/status/1170007821636628481
[1] https://twitter.com/AP_Planner/status/1170028393037012993
[1] https://twitter.com/philwillon/status/1171049415894716416
[1] https://gvwire.com/2019/09/06/feinstein-joins-effort-for-sb1-changes-protecting-valley-water/
[1] https://a74.asmdc.org/press-releases/20190904-release-governor-newsom-signs-climate-resiliency-bill-law-ab-1011
[1] https://twitter.com/telltheresa/status/1170393768136044546
[1] https://www.latimes.com/environment/story/2019-08-20/trump-california-water-salmon-farms
[1] https://calmatters.org/commentary/senate-bill-1/

Top URLs in Tweet in G10:
[4] https://www.cda.org/advocacy/legislation/support-ab-1519
[1] https://www.youtube.com/watch?v=bMIIjmba80Y&feature=youtu.be

[1] https://leadershipcounsel.org/press-statement-sb-351/
[1] https://bates.cssrc.us/content/governor-consider-sen-bates-bill-screen-all-sexually-violent-predators-release
[1] http://www.kabc.com/subarulive/
[1] https://wildfireaction.com/legislation-to-improve-wildfire-prevention-awaits-approval-by-senate-and-assembly/
[1] https://twitter.com/kronayne/status/1169678342456406016

Top Domains
Top Domains in Tweet in Entire Graph:
[210] twitter.com
[40] imgur.com
[34] youtube.com
[26] actionnetwork.org
[23] kompas.com
[16] cnnindonesia.com
[16] latimes.com
[15] housingforcalifornia.com
[15] partaiperindo.com
[13] co.id

Top Domains in Tweet in G1:
[85] twitter.com
[17] youtube.com
[11] mediafire.com
[4] facebook.com
[3] forbes.com
[3] cbsnews.com
[3] sharylattkisson.com
[2] thehill.com
[2] ocregister.com
[2] californiaglobe.com

Top Domains in Tweet in G2:
[12] twitter.com
[3] kbr.id
[2] cnnindonesia.com

Top Domains in Tweet in G3:
[5] cssrc.us
[4] twitter.com
[1] taftmidwaydriller.com
[1] co.uk
[1] sacculturalhub.com
[1] ca.gov
[1] facebook.com
[1] californiaglobe.com
[1] chicoer.com

Top Domains in Tweet in G4:
[38] twitter.com
[34] imgur.com
[12] detikmania.com
[9] rtumble.com
[8] feedburner.com
[6] co.id
[6] detik.com
[6] rakyatku.com
[5] blogspot.com
[3] tribun-maluku.com

Top Domains in Tweet in G5:
[15] twitter.com
[8] cadem.org
[4] latimes.com
[3] aclu.org
[2] teenvogue.com
[2] sbsun.com
[2] sgvtribune.com
[2] youtube.com
[1] actionnetwork.org
[1] sacpressclub.org

Top Domains in Tweet in G6:
[6] kumparan.com
[6] twitter.com
[4] cnnindonesia.com

Top Domains in Tweet in G7:
[13] twitter.com
[1] splcenter.org
[1] sacbee.com

Top Domains in Tweet in G8:
[15] housingforcalifornia.com
[9] latimes.com
[6] twitter.com
[4] calmatters.org
[4] granicus.com
[2] car.org
[2] sfchronicle.com
[2] califesciences.org
[2] t.co
[1] ocregister.com

Top Domains in Tweet in G9:
[23] actionnetwork.org
[4] twitter.com
[3] nrdc.org
[1] gvwire.com
[1] asmdc.org
[1] latimes.com
[1] calmatters.org

Top Domains in Tweet in G10:
[4] cda.org
[1] youtube.com
[1] leadershipcounsel.org
[1] cssrc.us
[1] kabc.com
[1] wildfireaction.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1418] caleg
[922] sb276
[291] bubarkankpai
[270] noonsb276
[262] sb714
[148] ab1482
[100] vetosb276
[78] californiaforall
[62] democrats
[60] ab283



Top Hashtags in Tweet in G1:
[553] sb276
[492] caleg
[217] sb714
[151] noonsb276
[99] vetosb276
[75] californiaforall
[59] democrats
[58] ab283
[44] hearus
[42] walkaway

Top Hashtags in Tweet in G2:
[277] bubarkankpai
[3] dabir
[2] pbdjarumjanganpamit
[1] komisisampah
[1] savepbdjarum

Top Hashtags in Tweet in G3:
[279] sb276
[116] noonsb276
[39] sb714
[36] caleg
[11] ab5
[3] independentcontractors
[3] cadeservesbetter
[2] ab520
[2] kerncounty
[2] ab283

Top Hashtags in Tweet in G4:
[110] caleg
[53] ab1482
[44] dukungsayamelayanianda
[13] housing
[13] infocaleg
[12] california
[10] cagov
[8] pkb
[7] golkarsmd
[6] politik

Top Hashtags in Tweet in G5:
[165] caleg
[33] sb276
[32] sb136
[30] aca6
[15] housingcrisis
[14] ab1482
[10] parksequity
[9] freethevote
[8] ab911
[8] california

Top Hashtags in Tweet in G6:
[1] inanieswetrust
[1] kancutitem

Top Hashtags in Tweet in G7:
[132] caleg
[47] sb276
[33] ab824
[22] cmadocs
[17] payfordelay
[13] peopleoverprofits
[11] dynamex
[11] ab5
[11] casenate
[11] publichealth

Top Hashtags in Tweet in G8:
[109] caleg
[57] ab1482
[24] affordablehousing
[22] ab1487
[19] letsgetserious
[18] bayarea
[9] sb330
[9] housing
[7] california
[6] lifesciences

Top Hashtags in Tweet in G9:
[53] caleg
[48] discloseact
[25] secretmoney
[25] trump
[24] sb47
[23] ab201
[8] ab1011
[8] climatecrisis
[6] sb1
[4] sb375

Top Hashtags in Tweet in G10:
[61] caleg
[9] ab1519
[8] ab1404
[6] ab1482
[6] housing
[5] sb160
[4] ab423
[4] wildfire
[3] california
[3] ab5

Top Words
Top Words in Tweet in Entire Graph:
[2188] Words in Sentiment List#1: Positive
[3103] Words in Sentiment List#2: Negative
[46] Words in Sentiment List#3: Angry/Violent
[103662] Non-categorized Words
[108953] Total Words
[1417] #caleg
[1369] caleg
[922] #sb276
[692] gavinnewsom
[688] gagal

Top Words in Tweet in G1:
[556] gavinnewsom
[553] #sb276
[492] #caleg
[262] ca
[255] shannongroveca
[224] children
[220] judeajohnson
[217] #sb714
[192] kids
[185] community

Top Words in Tweet in G2:
[368] caleg
[358] ternyata
[340] gagal
[295] pan
[277] #bubarkankpai
[269] komisioner
[242] pantesan
[231] kpai_official
[175] dari
[155] kpai

Top Words in Tweet in G3:
[417] shannongroveca
[279] #sb276
[270] families
[263] california
[259] governor
[253] many
[253] veto
[251] filling
[251] hallways
[251] surrounding

Top Words in Tweet in G4:
[267] caleg
[109] #caleg
[64] yang
[54] vote
[53] #ab1482
[51] more
[48] dpr
[47] realtor
[44] #dukungsayamelayanianda
[43] di

Top Words in Tweet in G5:
[165] #caleg
[65] aclu_cap
[52] people
[50] freethevoteca
[48] s
[47] ca_dem
[47] party
[45] thank
[40] vote
[40] ash_kalra

Top Words in Tweet in G6:
[196] caleg
[174] ferdinandhaean2
[168] gagal
[96] aniesbaswedan
[47] jadi
[47] yg
[45] aja
[34] dan
[32] dkijakarta
[26] ini

Top Words in Tweet in G7:
[132] #caleg
[51] drpanmd
[47] #sb276
[46] provaxx2
[39] thank
[33] #ab824
[32] gavinnewsom
[32] public
[26] want
[24] health

Top Words in Tweet in G8:
[109] #caleg
[76] cargovaffairs
[74] housing
[65] s
[57] #ab1482
[49] carealtors
[47] supply
[46] ca
[44] vote
[39] solution

Top Words in Tweet in G9:
[53] #caleg
[48] #discloseact
[44] petition
[36] rendon63rd
[30] plan
[28] ca
[27] communities
[26] close
[26] kevinmullin
[26] federal

Top Words in Tweet in G10:
[61] #caleg
[36] t
[30] s
[27] kaiser
[27] gets
[27] billion
[27] dollar
[27] tax
[27] breaks
[27] being

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[540] caleg,gagal
[382] veto,#sb276
[351] many,california
[351] california,families
[351] families,filling
[351] filling,hallways
[351] hallways,surrounding
[351] surrounding,capitol
[351] capitol,ask
[351] ask,governor

Top Word Pairs in Tweet in G1:
[176] #sb276,#sb714
[131] veto,#sb276
[126] standing,up
[100] medically,vulnerable
[100] shannongroveca,many
[100] many,california
[100] california,families
[100] families,filling
[100] filling,hallways
[100] hallways,surrounding

Top Word Pairs in Tweet in G2:
[320] caleg,gagal
[164] gagal,dari
[160] dari,pan
[140] komisioner,kpai
[136] ternyata,caleg
[135] usah,kaget
[134] jadi,komisioner
[133] hmmm,ternyata
[133] pan,jadi
[133] kpai,pantesan

Top Word Pairs in Tweet in G3:
[251] many,california
[251] california,families
[251] families,filling
[251] filling,hallways
[251] hallways,surrounding
[251] surrounding,capitol
[251] capitol,ask
[251] ask,governor
[251] governor,newsom
[251] newsom,veto

Top Word Pairs in Tweet in G4:
[51] #caleg,vote
[51] vote,#ab1482
[38] housing,crisis
[38] restrictive,rent
[38] rent,caps
[37] urge,#caleg
[37] #ab1482,solution
[37] crisis,more
[37] more,supply
[37] supply,restrictive

Top Word Pairs in Tweet in G5:
[39] aclu_cap,freethevoteca
[39] ca_dem,party
[29] racist,imagery
[29] imagery,language
[29] language,targeting
[29] targeting,drpanmd
[29] drpanmd,used
[29] used,oppose
[29] oppose,#sb276
[29] #sb276,unacceptable

Top Word Pairs in Tweet in G6:
[102] caleg,gagal
[89] ferdinandhaean2,aniesbaswedan
[31] ferdinandhaean2,dkijakarta
[31] jadi,caleg
[27] caleg,aja
[18] aniesbaswedan,caleg
[16] aja,gagal
[15] gagal,caleg
[11] jd,caleg
[10] rapsel,ali

Top Word Pairs in Tweet in G7:
[23] public,health
[22] #cmadocs,want
[22] want,thank
[22] thank,#caleg
[22] #caleg,particularly
[22] particularly,drpanmd
[22] drpanmd,showing
[22] showing,protecting
[22] protecting,public
[22] health,ensuring

Top Word Pairs in Tweet in G8:
[31] wrong,solution
[31] s,housing
[29] please,vote
[26] ca,s
[25] solution,ca
[24] vote,yes
[22] carealtors,president
[22] president,jared
[22] jared,martin
[19] housing,supply

Top Word Pairs in Tweet in G9:
[26] #caleg,close
[25] close,#secretmoney
[25] text,message
[25] message,#discloseact
[25] recent,federal
[25] federal,report
[25] report,shows
[25] shows,#trump
[25] #trump,s
[25] s,water

Top Word Pairs in Tweet in G10:
[27] kaiser,gets
[27] gets,billion
[27] billion,dollar
[27] dollar,tax
[27] tax,breaks
[27] breaks,being
[27] being,non
[27] non,profit
[27] profit,doesn
[27] doesn,t

Top Replied-To
Top Replied-To in Entire Graph:
@ferdinandhaean2
@gavinnewsom
@detikcom
@shikmawatty
@donadam68
@ahartreports
@jensiebelnewsom
@tonylimapol
@shannongroveca
@kornhurry

Top Replied-To in G1:
@gavinnewsom
@ahartreports
@latimes
@tonylimapol
@jensiebelnewsom
@shannongroveca
@provaxx2
@handmadekathy
@drpanmd
@benallenca

Top Replied-To in G2:
@shikmawatty
@kornhurry
@kpai_official
@nurshs
@budimandjatmiko
@joxzin72
@lidabasah
@djanchoek
@ch_chotimah
@idrisbue

Top Replied-To in G3:
@napientek
@shannongroveca

Top Replied-To in G4:

Top Replied-To in G5:
@freethevoteca
@scil2015
@laurafriedman43
@assemblydems
@asmmelendez
@sentoniatkins
@kamalaharris
@cunning_jordan
@asmmikegipson
@luzrivas

Top Replied-To in G6:
@ferdinandhaean2
@donadam68
@aisyadiaa
@pengs3ng
@rismawandy4
@idtodaydotco
@tsoeketi
@eae18
@gundidr
@janes_iman

Top Replied-To in G7:
@drpanmd
@senatorleyva

Top Replied-To in G8:
@sfchronicle
@sentoniatkins

Top Replied-To in G10:
@upi
@senatormoorlach
@henrysternca
@asmtbh
@senatorpatbates

Top Mentioned
Top Mentioned in Entire Graph:
@shannongroveca
@gavinnewsom
@judeajohnson
@kpai_official
@for_physicians
@drpanmd
@sandy95455811
@jensiebelnewsom
@tolakbigotri
@familiesunited6

Top Mentioned in G1:
@gavinnewsom
@shannongroveca
@judeajohnson
@for_physicians
@sandy95455811
@jensiebelnewsom
@familiesunited6
@senbrianjones
@kellyh62062041
@calivaxchoice

Top Mentioned in G2:
@kpai_official
@tolakbigotri
@lidabasah
@ch_chotimah
@ragilsempronk
@pbdjarum
@nurshs
@shikmawatty
@aryprasetyo85
@je_ly

Top Mentioned in G3:
@shannongroveca
@familiesunited6
@for_physicians
@sandy95455811
@gavinnewsom
@judeajohnson
@senaterepcaucus
@calivaxchoice
@uber
@lyft

Top Mentioned in G4:
@notbuzzer
@wartakotalive

Top Mentioned in G5:
@aclu_cap
@freethevoteca
@ca_dem
@ash_kalra
@curbprisons
@drpanmd
@assemblydems
@robbontaca
@asmkevinmccarty
@lspc_

Top Mentioned in G6:
@aniesbaswedan
@dkijakarta
@ferdinandhaean2
@kumparan
@cnnindonesia
@sbyudhoyono
@wrp73rm
@pdemokrat
@sandiuno
@angkusanang

Top Mentioned in G7:
@drpanmd
@provaxx2
@gavinnewsom
@lasereyedoc
@adlerben
@katie_hanz
@jimwoodad2
@healthaccess
@j_trrs
@agbecerra

Top Mentioned in G8:
@cargovaffairs
@carealtors
@nphanc
@calmatters
@nancyskinnerca
@gavinnewsom
@californiabia
@skinner4senate
@scott_wiener
@latimes

Top Mentioned in G9:
@rendon63rd
@kevinmullin
@cervantes4asm
@gavinnewsom
@ca_waterkeepers
@benallenca
@toniatkins
@cagovernor
@asmcottie
@j_gallagherad3

Top Mentioned in G10:
@seiu_uhw
@calroundtable
@gavinnewsom
@senbenhueso
@lcjanda
@evan_low
@cejapower
@asmtoddgloria
@senhannahbeth

Top Tweeters
Top Tweeters in Entire Graph:
@telkomsel
@askmenfess
@alllibertynews
@detikcom
@piyuanker12
@republikaonline
@kompascom
@metro_tv
@solutioneer72
@souljahsingh

Top Tweeters in G1:
@alllibertynews
@twitlertwit
@foxnews
@abc7newsbayarea
@politico
@nbcbayarea
@svagdis
@tprasadspeaks
@andrewmorrisuk
@nbcla

Top Tweeters in G2:
@metro_tv
@ych7168
@hgberry
@detiksport
@kangdede78
@beritakbr
@budimandjatmiko
@oevank
@nonmolare
@dedisagala24

Top Tweeters in G3:
@souljahsingh
@mroopchand143
@missabsinthe
@adudefromnowere
@brendag38323989
@emctsprime
@autismfamily01
@indyjasa
@stargazer2020
@hamel1776

Top Tweeters in G4:
@inilahdotcom
@sonorafm92
@soloposdotcom
@yuuunirahma
@goriaucom
@iklanbisnis_
@linggawasa
@nyerocosss
@akungiklan
@jailangkun9

Top Tweeters in G5:
@solutioneer72
@charluv2011
@nadiasindi
@notacquiescing
@juliesbooks
@theresaschroe14
@taritac
@ladailynews
@weems
@saragoldrickrab

Top Tweeters in G6:
@gojekindonesia
@cnnindonesia
@kumparan
@eae18
@grabid
@ipunglombok
@donadam68
@wartapolitik
@kenyem70
@conan_idn

Top Tweeters in G7:
@eddarrell
@lizditz
@mame6432
@veritasever
@sapienist
@doritmi
@kath2cats
@brucelp4nv
@aewright
@capradionews

Top Tweeters in G8:
@mmarty1230
@reneevoicebrand
@turbotest
@chuckdalldorf
@lexiejpr
@ocregister
@charbrevolution
@pitterpatter31
@earthgranny
@rodneykendell1

Top Tweeters in G9:
@thereal_rebel
@lakergrrl
@june15again
@nursiegal75
@brandaly1
@nrdc
@trgg0101
@lahautj
@gabbysojourner
@ontiverosalvar1

Top Tweeters in G10:
@leoluminary
@scottolling
@upi
@raiderdand
@blanchebullshit
@flwrgirl66x
@1sparkyman
@haz_el_eyes
@mentalillpolicy
@ginademiranda2