#cabudget, Twitter, 1/11/2019 12:04:37 AM, 181496


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#cabudget_2019-01-10_15-36-55.xlsx
#cabudget_2019-01-10_15-36-55.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 11, 2019
Short Description:
#cabudget via NodeXL http://bit.ly/2D36cSI
@gavinnewsom
@johnmyers
@calbudgetcenter
@adlerben
@johnbauters
@melodygutierrez
@ab_ibarra
@sovernnation
@htulawyers
@cristinaktvu

Top hashtags:
#cabudget
#caleg
#ca
#alzheimers
#caleitc
#ece
#ssp
#healthcare
#california

Description:
Description
The graph represents a network of 937 Twitter users whose recent tweets contained "#cabudget", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 10 January 2019 at 23:49 UTC.

The tweets in the network were tweeted over the 9-day, 21-hour, 23-minute period from Tuesday, 01 January 2019 at 02:12 UTC to Thursday, 10 January 2019 at 23:35 UTC.

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 : 937
Unique Edges : 1848
Edges With Duplicates : 1336
Total Edges : 3184
Self-Loops : 196
Reciprocated Vertex Pair Ratio : 0.0196266156055529
Reciprocated Edge Ratio : 0.0384976525821596
Connected Components : 31
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 903
Maximum Edges in a Connected Component : 3146
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.628695
Graph Density : 0.00242864570505979
Modularity : 0.347016
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] http://www.ebudget.ca.gov/
[13] http://www.ebudget.ca.gov/FullBudgetSummary.pdf
[8] https://newsroom.courts.ca.gov/news/chief-on-budget-proposal-2019-20
[6] https://twitter.com/mlevinreports/status/1083425012923547648
[6] https://calbudgetcenter.org/wp-content/uploads/2017/12/Dollars-and-Democracy-A-Guide-to-the-State-Budget-Process_12.2018.pdf
[5] http://www.calchannel.com/live-webcast/
[4] https://a19.asmdc.org/events
[4] https://twitter.com/katymurphy/status/1083443994036600832
[4] https://www.aclusandiego.org/aclu-commends-newsoms-funding-proposal-for-emergency-services-for-asylum-seekers-at-the-border/
[4] http://www.calchannel.com/

Top URLs in Tweet in G1:
[5] https://twitter.com/mlevinreports/status/1083425012923547648
[5] https://calbudgetcenter.org/wp-content/uploads/2017/12/Dollars-and-Democracy-A-Guide-to-the-State-Budget-Process_12.2018.pdf
[4] http://www.ebudget.ca.gov/
[4] http://www.calchannel.com/live-webcast/
[4] https://twitter.com/Philrung/status/1083442064514109440
[3] https://attendee.gotowebinar.com/register/8219115895377711362
[2] http://calbudgetcenter.org/resources/making-ends-meet-much-cost-support-family-california/
[2] https://calbudgetcenter.org/wp-content/uploads/Navigating-the-State-Budget-Process-12.2015.pdf
[2] https://twitter.com/tam_tweeets/status/1083409123125809153
[2] https://edsource.org/2019/gov-newsom-proposing-to-expand-services-for-babies-and-toddlers/606886

Top URLs in Tweet in G2:
[4] https://www.aclusandiego.org/aclu-commends-newsoms-funding-proposal-for-emergency-services-for-asylum-seekers-at-the-border/
[4] http://www.ebudget.ca.gov/FullBudgetSummary.pdf
[2] https://twitter.com/mercnews/status/1083467733600296961
[2] https://twitter.com/sacbee_news/status/1083476068516818944
[2] https://twitter.com/bzogley/status/1083502542489759744
[2] https://a80.asmdc.org/press-releases/gonzalez-applauds-governors-proposed-investments-working-families
[2] https://www.aclunc.org/news/aclu-applauds-governor-s-proposal-expand-early-education-calls-greater-school-support-staff
[2] https://twitter.com/ACLU_CAP/status/1083480019316264960
[2] http://www.udwa.org/2019/01/udw-exec-dir-doug-moore-applauds-governor-newsoms-budget-proposal/
[1] https://www.first5la.org/press/statement-from-executive-director-kim-belsh-praises-governor-newsom-for-prioritizing-early-childhood-programs-in-budget/?utm_medium=Social&utm_campaign=Jan2019&utm_source=Twitter&utm_content=011019_Post2

Top URLs in Tweet in G3:
[3] https://www.latimes.com/politics/essential/la-pol-ca-essential-politics-may-2018-gov-newsom-s-budget-calls-for-3-1547079137-htmlstory.html
[3] https://twitter.com/katymurphy/status/1083443994036600832
[2] http://www.ebudget.ca.gov/FullBudgetSummary.pdf
[2] http://www.ebudget.ca.gov/
[2] https://twitter.com/SaraLibby/status/1083455727069360128
[1] http://shriverreport.org/special-report/a-womans-nation-takes-on-alzheimers/
[1] https://twitter.com/melodygutierrez/status/1083450091505999872
[1] https://twitter.com/sovernnation/status/1083448709331877889
[1] https://twitter.com/byjudylin/status/1083438985077084160
[1] https://www.csba.org/~/media/10A77157DED54E0BAC001F0718F23304.ashx

Top URLs in Tweet in G4:
[8] http://www.ebudget.ca.gov/
[2] http://ebudget.ca.gov/budget/2018-19/#/BudgetSummary
[2] http://www.calchannel.com
[2] http://www.calchannel.com/
[1] https://twitter.com/HDatFinance/status/1083416029571645440
[1] https://twitter.com/Calefati/status/1083446507272060930
[1] https://twitter.com/mariashriver/status/1083466263244853249
[1] https://www.cmadocs.org/newsroom/news/view/ArticleId/27923/Newsom-s-first-budget-puts-health-care-access-costs-front-and-center
[1] https://twitter.com/CristinaKTVU/status/1083448778466615296
[1] http://laborcenter.berkeley.edu/ca-policy-options-individual-market-affordability/

Top URLs in Tweet in G5:
[2] https://www.youtube.com/watch?v=SrWC9XnKPKI

[2] http://www.ebudget.ca.gov/FullBudgetSummary.pdf
[1] https://twitter.com/adlerben/status/1082368671421411330
[1] https://twitter.com/adlerben/status/1082761514581278721
[1] https://twitter.com/capradionews/status/1083415676893708289
[1] https://www.kcrw.com/
[1] https://twitter.com/sovernnation/status/1083460682757038080
[1] https://www.sco.ca.gov/eo_pressrel_19802.html
[1] https://twitter.com/csdadistricts/status/1083451966682947584
[1] http://www.ebudget.ca.gov/

Top URLs in Tweet in G6:
[3] https://apnews.com/9d3f3490756a46e690b15e458b49400f
[2] https://www.latimes.com/politics/la-pol-ca-gavin-newsom-budget-economy-tax-revenues-20190109-story.html
[1] https://twitter.com/philwillon/status/1083459467180617728
[1] https://twitter.com/vanessacajina1/status/1083227998025728000
[1] https://www.latimes.com/politics/essential/la-pol-ca-essential-politics-may-2018-gov-elect-gavin-newsom-will-propose-1546395091-htmlstory.html
[1] https://twitter.com/natycardmaq/status/1083224337178537984
[1] https://twitter.com/Femiwonk/status/1080588796872151040
[1] https://twitter.com/calbudgetcenter/status/1082398778189963264
[1] https://calbudgetcenter.org/wp-content/uploads/2017/12/Dollars-and-Democracy-A-Guide-to-the-State-Budget-Process_12.2018.pdf
[1] https://twitter.com/LorenaSGonzalez/status/1081980822356340736

Top URLs in Tweet in G7:
[8] https://newsroom.courts.ca.gov/news/chief-on-budget-proposal-2019-20
[4] https://a19.asmdc.org/events
[2] https://www.sfchronicle.com/politics/article/Analysis-What-could-go-wrong-for-Gavin-Newsom-13511375.php#photo-16317961
[1] http://www.ebudget.ca.gov/2018-19/pdf/Enacted/GovernorsBudget/0010/0730.pdf
[1] https://twitter.com/mlevinreports/status/1083425012923547648
[1] https://twitter.com/rendon63rd/status/1083472442004189184
[1] https://twitter.com/DavidChiu/status/1083447734042976256
[1] https://twitter.com/PhilTing/status/1083445790675107840
[1] https://twitter.com/AsmToddGloria/status/1083466662169305088
[1] https://www.sacbee.com/news/politics-government/capitol-alert/article223799285.html

Top URLs in Tweet in G8:
[2] http://www.ebudget.ca.gov/FullBudgetSummary.pdf
[2] https://twitter.com/keithboykin/status/1083370329567842305?s=21
[2] https://twitter.com/true_pundit/status/1083491208750612481
[1] https://twitter.com/KATYSaccitizen/status/1080521439860740097
[1] https://twitter.com/johnmyers/status/1083183219187445761
[1] https://twitter.com/adlerben/status/1083426706008887296
[1] https://twitter.com/adlerben/status/1083439828027432960
[1] https://twitter.com/dillonliam/status/1083448137203609606
[1] https://cards.twitter.com/cards/18ce54spnb6/6jwx2
[1] https://www.youtube.com/watch?v=9yfWopyBZ7M&feature=youtu.be


Top URLs in Tweet in G9:
[1] http://www.counties.org/press-release/csac-reacts-governors-budget
[1] https://www.latimes.com/politics/essential/la-pol-ca-essential-politics-may-2018-gov-elect-gavin-newsom-will-propose-1546395091-htmlstory.html
[1] https://www.sacbee.com/news/politics-government/capitol-alert/article223531825.html
[1] http://www.calchannel.com/
[1] https://www.youtube.com/watch?v=K5ZmErr8gZE&feature=youtu.be

[1] https://twitter.com/Jimbealljr/status/1083130159790608384
[1] https://www.sacbee.com/news/politics-government/capitol-alert/article224024900.html
[1] https://twitter.com/Jimbealljr/status/1083094245127315456
[1] https://twitter.com/Jimbealljr/status/1083449748210606080

Top URLs in Tweet in G10:
[1] http://www.ebudget.ca.gov/FullBudgetSummary.pdf
[1] https://twitter.com/economicsecproj/status/1083455969055502337

Top Domains
Top Domains in Tweet in Entire Graph:
[114] twitter.com
[53] ca.gov
[16] calbudgetcenter.org
[11] calchannel.com
[10] latimes.com
[6] youtube.com
[6] asmdc.org
[5] apnews.com
[4] aclusandiego.org
[3] edsource.org

Top Domains in Tweet in G1:
[29] twitter.com
[15] calbudgetcenter.org
[9] ca.gov
[4] calchannel.com
[3] latimes.com
[3] gotowebinar.com
[3] edsource.org
[3] ppic.org
[2] granicus.com
[1] vox.com

Top Domains in Tweet in G2:
[28] twitter.com
[7] ca.gov
[4] aclusandiego.org
[2] aclusocal.org
[2] asmdc.org
[2] aclunc.org
[2] udwa.org
[1] first5la.org
[1] ccsa.org
[1] cfpa.net

Top Domains in Tweet in G3:
[9] twitter.com
[6] ca.gov
[3] latimes.com
[1] shriverreport.org
[1] csba.org
[1] fullandfairfunding.org
[1] californiacompetes.org

Top Domains in Tweet in G4:
[11] ca.gov
[6] twitter.com
[4] calchannel.com
[1] cmadocs.org
[1] berkeley.edu
[1] politico.com

Top Domains in Tweet in G5:
[6] twitter.com
[4] ca.gov
[2] youtube.com
[1] kcrw.com

Top Domains in Tweet in G6:
[6] twitter.com
[3] latimes.com
[3] apnews.com
[1] calbudgetcenter.org

Top Domains in Tweet in G7:
[9] ca.gov
[5] twitter.com
[4] asmdc.org
[2] sfchronicle.com
[1] sacbee.com

Top Domains in Tweet in G8:
[11] twitter.com
[2] ca.gov
[1] youtube.com
[1] hjta.org
[1] cssrc.us

Top Domains in Tweet in G9:
[3] twitter.com
[2] sacbee.com
[1] counties.org
[1] latimes.com
[1] calchannel.com
[1] youtube.com

Top Domains in Tweet in G10:
[1] ca.gov
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1473] cabudget
[128] caleg
[70] ca
[68] alzheimers
[25] caleitc
[22] ece
[20] ssp
[20] healthcare
[19] california
[19] notoxictaps



Top Hashtags in Tweet in G1:
[381] cabudget
[34] caleg
[14] ece
[14] highered
[13] caleitc
[10] 2020census
[9] education
[9] eitc
[7] housing
[6] 4pmfact

Top Hashtags in Tweet in G2:
[233] cabudget
[45] caleg
[20] ssp
[18] notoxictaps
[17] ssi
[8] ca
[8] hunger
[6] ca4ssi
[5] first5la
[5] calfresh

Top Hashtags in Tweet in G3:
[207] cabudget
[52] alzheimers
[45] ca
[8] caleg
[6] somecollegenodegree
[5] california
[4] ece
[3] homelessness
[3] fullandfairfunding
[3] education

Top Hashtags in Tweet in G4:
[226] cabudget
[15] healthcare
[10] alzheimers
[7] caleg
[6] california
[5] care4allca
[4] homelessness
[4] calegislature
[3] governmentshutdown
[2] cataxes

Top Hashtags in Tweet in G5:
[140] cabudget
[4] caleg
[4] firefighter
[2] mutualaid
[2] wildfires
[2] ca
[2] alzheimers
[1] hungergames
[1] cahighered

Top Hashtags in Tweet in G6:
[94] cabudget
[4] caleg
[3] pfl
[3] paidfamilyleave
[2] endthetampontax
[2] ab31
[1] earlychildhood
[1] 4pmfact
[1] minimumwage
[1] sos

Top Hashtags in Tweet in G7:
[64] cabudget
[8] cachiefjustice
[7] caleg
[4] ab857
[3] earlyed
[1] wise
[1] ab10
[1] exide
[1] sandiego

Top Hashtags in Tweet in G8:
[32] cabudget
[5] caleg
[3] thursdaythoughts
[3] maga
[2] sacramento
[2] waystostayforeveryoung
[2] thegreatawakening
[2] powerofsuccess
[1] ca
[1] infrastructure

Top Hashtags in Tweet in G9:
[31] cabudget
[12] caleg
[8] ca
[6] mentalhealth
[4] education
[4] nuhw
[3] affordablehousing
[3] infrastructure
[3] sb1
[3] wearenuhw

Top Hashtags in Tweet in G10:
[17] cabudget
[7] caleitc

Top Words
Top Words in Tweet in Entire Graph:
[1441] Words in Sentiment List#1: Positive
[580] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[41659] Non-categorized Words
[43680] Total Words
[1473] cabudget
[953] gavinnewsom
[309] budget
[294] s
[288] gavinnewsom's

Top Words in Tweet in G1:
[381] cabudget
[211] gavinnewsom
[93] s
[83] budget
[81] proposal
[77] billion
[76] governor
[73] gavinnewsom's
[66] california
[65] million

Top Words in Tweet in G2:
[233] cabudget
[184] gavinnewsom
[91] gov
[82] drinking
[82] water
[81] safe
[67] s
[52] california
[49] gavinnewsom's
[47] proposed

Top Words in Tweet in G3:
[207] cabudget
[166] gavinnewsom
[73] new
[60] ca
[60] billion
[52] alzheimers
[52] budget
[49] 3m
[48] bold
[47] research

Top Words in Tweet in G4:
[226] cabudget
[182] gavinnewsom
[82] budget
[65] gov
[59] gavinnewsom's
[55] health
[45] more
[43] california
[43] ca
[42] governor

Top Words in Tweet in G5:
[140] cabudget
[92] gavinnewsom
[84] adlerben
[61] first
[44] proposal
[37] gavinnewsom's
[33] new
[32] tax
[31] credit
[30] income

Top Words in Tweet in G6:
[94] cabudget
[74] new
[72] early
[64] johnmyers
[44] newsom
[38] governor
[37] childhood
[37] billion
[37] spending
[35] glimpse

Top Words in Tweet in G7:
[64] cabudget
[33] gavinnewsom
[29] gov
[28] proposal
[21] rendon63rd
[19] assembly
[17] s
[17] governor
[16] today
[15] excited

Top Words in Tweet in G8:
[32] cabudget
[5] caleg
[4] more
[3] co
[3] authors
[3] think
[3] know
[3] thursdaythoughts
[3] maga
[2] state

Top Words in Tweet in G9:
[31] cabudget
[26] gavinnewsom
[23] governor
[23] budget
[18] m
[15] jimbealljr
[12] caleg
[11] s
[11] investments
[11] gavinnewsom's

Top Words in Tweet in G10:
[17] cabudget
[11] gavinnewsom
[10] holds
[10] great
[10] promise
[10] low
[10] income
[10] families
[10] know
[10] eitc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[167] gov,gavinnewsom
[161] cabudget,proposal
[156] first,cabudget
[117] governor,gavinnewsom
[104] early,childhood
[92] drinking,water
[88] 2019,20
[83] gavinnewsom,s
[76] gavinnewsom's,proposed
[75] tax,credit

Top Word Pairs in Tweet in G1:
[45] 2019,20
[42] cabudget,gavinnewsom
[40] governor,gavinnewsom
[35] cabudget,proposal
[33] 20,cabudget
[28] universal,preschool
[28] early,childhood
[28] billion,cabudget
[28] isn,t
[27] first,cabudget

Top Word Pairs in Tweet in G2:
[82] drinking,water
[53] gov,gavinnewsom
[45] safe,drinking
[36] affordable,drinking
[35] gavinnewsom,s
[30] safe,affordable
[27] proposed,cabudget
[22] s,cabudget
[22] without,safe
[21] gov,gavinnewsom's

Top Word Pairs in Tweet in G3:
[45] alzheimers,research
[44] bravo,gavinnewsom
[44] gavinnewsom,allocating
[44] allocating,3m
[44] 3m,cabudget
[44] cabudget,ca
[44] ca,chart
[44] chart,new
[44] new,course
[44] course,alzheimers

Top Word Pairs in Tweet in G4:
[46] gov,gavinnewsom
[31] first,cabudget
[26] gavinnewsom's,proposed
[25] cabudget,proposal
[24] governor,gavinnewsom
[22] general,fund
[21] gavinnewsom,budget
[20] gavinnewsom,s
[18] budget,includes
[15] proposed,cabudget

Top Word Pairs in Tweet in G5:
[60] first,cabudget
[40] cabudget,proposal
[32] adlerben,gavinnewsom
[30] tax,credit
[27] earned,income
[27] income,tax
[26] new,investments
[26] gavinnewsom,proposes
[25] proposes,first
[25] cabudget,major

Top Word Pairs in Tweet in G6:
[37] new,governor
[37] early,childhood
[35] early,cabudget
[35] cabudget,glimpse
[35] glimpse,new
[35] governor,newsom
[35] newsom,propose
[35] propose,1
[35] 1,8
[35] 8,billion

Top Word Pairs in Tweet in G7:
[19] cabudget,proposal
[14] gov,gavinnewsom
[10] town,hall
[9] come,town
[9] hall,meeting
[9] 2019,20
[8] governor,gavinnewsom
[8] cachiefjustice's,statement
[8] statement,cabudget
[8] proposal,judicial

Top Word Pairs in Tweet in G8:
[3] caleg,cabudget
[2] cabudget,sacramento
[2] co,authors
[2] first,bitch
[2] bitch,nice
[2] nice,ring
[2] ring,cabudget
[2] cabudget,maga
[2] maga,thegreatawakening

Top Word Pairs in Tweet in G9:
[11] cabudget,caleg
[10] governor,gavinnewsom
[10] gavinnewsom,s
[9] s,budget
[9] jimbealljr,m
[8] looking,forward
[8] 2019,20
[7] m,looking
[7] forward,governor
[7] budget,announcement

Top Word Pairs in Tweet in G10:
[10] cabudget,holds
[10] holds,great
[10] great,promise
[10] promise,low
[10] low,income
[10] income,families
[10] families,know
[10] know,eitc
[10] eitc,works
[10] works,gavinnewsom

Top Replied-To
Top Replied-To in Entire Graph:
@gavinnewsom
@adlerben
@reptedlieu
@ladygaga
@nannettenewz
@cristinaktvu
@janisyee
@cashfacilities
@calefati
@womensalz

Top Replied-To in G1:
@gavinnewsom
@janisyee
@calefati
@adlerben

Top Replied-To in G2:
@gavinnewsom
@cashfacilities
@adlerben

Top Replied-To in G3:
@gavinnewsom
@cristinaktvu
@womensalz

Top Replied-To in G4:
@gavinnewsom

Top Replied-To in G5:
@adlerben
@nannettenewz

Top Replied-To in G6:
@gavinnewsom

Top Replied-To in G7:
@adam_ashton

Top Mentioned
Top Mentioned in Entire Graph:
@gavinnewsom
@adlerben
@johnmyers
@calbudgetcenter
@mariashriver
@sovernnation
@byjudylin
@ahartreports
@1katieorr
@cristinaktvu

Top Mentioned in G1:
@gavinnewsom
@calbudgetcenter
@byjudylin
@johnbauters
@cawomenscaucus
@ppicnotes
@adlerben
@chriswhoene
@jerrybrowngov
@calstrs

Top Mentioned in G2:
@gavinnewsom
@aclu_cap
@clcv
@cwaterc
@svleadershipgrp
@aclu_socal
@cafoodbanks
@ca4ssi
@first5la
@lcjanda

Top Mentioned in G3:
@gavinnewsom
@mariashriver
@cristinaktvu
@1katieorr
@melodygutierrez
@ktvu
@latinocommfdn
@scottshafer
@christianarana
@csba_now

Top Mentioned in G4:
@gavinnewsom
@sovernnation
@youngsamantha
@calbudgetcenter
@ahartreports
@emilybazar
@ab_ibarra
@shgraves29
@adlerben
@politico

Top Mentioned in G5:
@gavinnewsom
@adlerben
@cacontroller
@jerrybrowngov
@bettyyeeforca
@casosvote
@johnmyers
@cal_oes
@lao_ca
@ahartreports

Top Mentioned in G6:
@johnmyers
@gavinnewsom
@mlagos
@calbudgetcenter
@jjcooper
@melmason
@cawomenscaucus
@adlerben
@western_center
@levinsonjessica

Top Mentioned in G7:
@gavinnewsom
@rendon63rd
@philting
@calcourts
@davidchiu
@caltransd4
@assemblydems
@adam_ashton
@abc7news
@danashleyabc7

Top Mentioned in G8:
@ispotify1
@interif12

Top Mentioned in G9:
@gavinnewsom
@jimbealljr
@csac_counties
@kpthrive
@mparvensky
@ilike_mike
@knaus_counties
@bassvirginia
@humcogov
@calchannel

Top Mentioned in G10:
@gavinnewsom
@solanarice
@prosperitynow
@adlerben
@jerrybrowngov
@alissa_brie

Top Tweeters
Top Tweeters in Entire Graph:
@rjber15
@paxnostrum
@allanbrauer
@itswanda
@kaijuking23
@mlczone
@beverlynotmypre
@tigerbeat
@politico
@watchdogsniffer

Top Tweeters in G1:
@reneevoicebrand
@redwoodgirl
@latimes
@anonomouse1981
@dearjudge
@learnedcitizen
@ssimms777
@dakumaku
@_yess321
@melissafazli

Top Tweeters in G2:
@rjber15
@paxnostrum
@itswanda
@mercnews
@juliesbooks
@sheila06942158
@momsrising
@marymauldin
@johnny12976
@deandre_nickens

Top Tweeters in G3:
@watchdogsniffer
@livegreenordie
@fluffysays
@kimtompkins14
@ktvu
@goldieaz
@corvettebeth
@leimer
@instinctnaturel
@steven94117

Top Tweeters in G4:
@kaijuking23
@mlczone
@tigerbeat
@politico
@burcham_don
@bayofarizona
@williamamos
@aheffne
@drpatsyp
@lettywho1

Top Tweeters in G5:
@nartist
@chernynkaya
@phantomroxas
@to_suesmall
@persistentpengn
@catscan314
@jamesjetsoften
@yashar
@barbc9988
@cortneywarwick

Top Tweeters in G6:
@kimortega3
@chuckdalldorf
@kmfdt
@litlat
@tanjamcconnor
@mgrossi1
@whotrendedit
@theurv
@justfara
@denshadorabushi

Top Tweeters in G7:
@abc7news
@sacbee_news
@yoymiskosas
@lulu82824
@marymcnamara
@other95
@elleoeh
@steelhoof
@mdrfmr56
@ksimerly

Top Tweeters in G8:
@abcde2017
@scottolling
@ispotify1
@markaselstine
@thomasg01095401
@jameseshaffer
@putln2
@overspyke
@lancelands
@glennmc60

Top Tweeters in G9:
@saludhealthinfo
@hanjangho76
@emweeklyrpt
@csac_counties
@kpthrive
@cynthiahealthed
@bayareacouncil
@gonzgovconsult
@ilike_mike
@sivana_project

Top Tweeters in G10:
@allanbrauer
@mimsyyamaguchi
@krash63
@prosperitynow
@iteptweets
@nataliefoster
@judydarnell
@mariacadenas
@thedavidmeni
@shwetika