User List, Twitter, 3/17/2023 11:38:28 PM, 291457


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Twitter Users User List
Twitter Users User List
From:
marc_smith
Uploaded on:
March 17, 2023
Short Description:
User List via NodeXL https://bit.ly/3JLJhh4
@nwsbayarea
@city_epa
@pge4me
@caltransd4
@cityofsanrafael
@oakland
@townoftiburon
@sfgov
@antiochcagov
@pacifica

Top hashtags:
#cawx
#mysthelena
#petaluma
#alamtg
#sanpablo
#covid19
#sanmateo
#cityofhistory
#merced
#sjb

Description:
Description
The graph represents a network of 103 specified Twitter users (User List). The network was obtained from Twitter on Friday, 17 March 2023 at 23:33 UTC.

It shows who was mentioned or replied to in the users' recent tweets.

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 : 1705
Unique Edges : 1814
Edges With Duplicates : 19838
Total Edges : 21652
Number of Edge Types : 5
Replies to : 634
Mentions : 2736
Retweet : 2985
MentionsInRetweet : 1029
Tweet : 14268
Self-Loops : 14302
Reciprocated Vertex Pair Ratio : 0.0699300699300699
Reciprocated Edge Ratio : 0.130718954248366
Connected Components : 11
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 1603
Maximum Edges in a Connected Component : 19909
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.285473
Graph Density : 0.000947916236421461
Modularity : 0.101981
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 103 specified Twitter users (User List). The network was obtained from Twitter on Friday, 17 March 2023 at 23:33 UTC.

It shows who was mentioned or replied to in the users' recent tweets.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterUsers
Graph Term : User List
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[77] https://emergencymanagement.sccgov.org/residents/cold-weather-safety?utm_campaign=preparescc-vanity-redirect&utm_medium=redirect&utm_source=vanity
[55] http://www.ci.lathrop.ca.us/listagendas.aspx
[45] https://pgealerts.alerts.pge.com/outagecenter/
[32] https://sunnyvaleca.legistar.com/Calendar.aspx
[31] http://www.ci.lathrop.ca.us/whatisnew.aspx
[29] https://quickmap.dot.ca.gov/
[29] https://www.ci.larkspur.ca.us/CivicAlerts.aspx?aid=953&utm_source=dlvr.it&utm_medium=twitter
[28] https://www.cityofpaloalto.org/floodalert
[28] https://www.portolavalley.net/government/town-committees/wildfire-preparedness-committee/wildfire-preparedness-tips
[27] https://www.cityofdixon.us/MeetingAgendasMinutesVideos

Top URLs in Tweet in G1:
[23] https://reserve.chipperday.com/orinda
[19] http://www.cityofpleasantonca.gov/gov/depts/os/env/water/default.asp
[16] https://www.walnut-creek.org/jobs
[15] https://www.cityoforinda.org/535/Emergency-Preparedness
[15] http://www.cityofpleasantonca.gov/gov/depts/clerk/meetings/current_council_agenda_.asp
[13] https://public.govdelivery.com/accounts/CASRAMON/subscriber/new?topic_id=CASRAMON_1
[11] http://www.sparetheair.org:80/
[10] https://forms.cityofpleasantonca.gov/f/SpeakerCard
[9] http://brentwoodca.iqm2.com/citizens/default.aspx
[9] https://511contracosta.org/sbc/

Top URLs in Tweet in G2:
[28] https://www.portolavalley.net/government/town-committees/wildfire-preparedness-committee/wildfire-preparedness-tips
[24] https://redwoodcity.org/newsletters
[22] https://www.smcgov.org/ceo/mask-mobile
[22] http://www.hmbcity.com/448/Email-Newsletters-Other-Periodicals
[20] http://www.cityofsancarlos.org/storm
[17] https://www.ci.atherton.ca.us/AlertCenter.aspx?AID=10&utm_source=dlvr.it&utm_medium=twitter
[15] http://www.cityofpacifica.org/beachresiliency
[15] https://www.redwoodcity.org/StormPrep
[14] https://pgealerts.alerts.pge.com/outagecenter/
[13] http://www.pvpalooza.com

Top URLs in Tweet in G3:
[77] https://emergencymanagement.sccgov.org/residents/cold-weather-safety?utm_campaign=preparescc-vanity-redirect&utm_medium=redirect&utm_source=vanity
[28] https://www.cityofpaloalto.org/floodalert
[26] https://www.cleancreeks.org/
[23] https://emergencymanagement.sccgov.org/residents/flood-safety
[22] https://smartcitymilpitas.org/
[20] https://scl.fulgentgenetics.com/appointment
[20] https://forwardplatform.com/city-of-milpitas-rent-mortgage-relief-programs/
[18] https://emergencymanagement.sccgov.org/residents/cold-weather-safety
[17] https://pgealerts.alerts.pge.com/outagecenter/
[15] https://emergencymanagement.sccgov.org/alertscc

Top URLs in Tweet in G4:
[20] https://www.hayward-ca.gov/your-environment/get-involved/earth-day-events/poster-and-writing-contest
[14] http://disasterassistance.gov/
[14] https://www.hayward-ca.gov/discover/news/feb23/guidance-applying-fema-disaster-assistance-storm-damages
[14] https://www.hayward-ca.gov/discover/news/feb23/celebrate-hayward-turning-147-years-old
[10] https://www.eventbrite.com/e/january-2023-khcg-beautification-event-registration-519991236787
[10] https://www.eventbrite.com/e/disposal-days-preregistration-2023-tickets-525945867247
[8] https://www.hayward-ca.gov/services/city-services/street-sweeping
[8] https://www.hayward-ca.gov/discover/news/feb23/hayward-update-citys-sidewalk-vending-ordinance
[8] https://www.eventbrite.com/e/march-2023-khcg-beautification-event-registration-521233151387
[8] https://www.mycarelabs.com/

Top URLs in Tweet in G5:
[7] https://zcu.io/j1Or
[3] http://covid19.ca.gov/masks-and-ppe
[3] https://cmo.smcgov.org/covid-19-resources
[2] https://www.smcgov.org/cmo
[2] https://twitter.com/sanmateoco/status/1367595467337465858
[2] https://www.cityofepa.org/bc/page/commission-openings
[2] https://www.youtube.com/watch?app=desktop&v=pFbH6XzPKzc&feature=youtu.be
[1] https://www.mercurynews.com/2021/04/13/san-francisco-bay-protection-from-future-disasters-is-being-thrown-away-scientists-say/
[1] https://covid19.ca.gov/masks-and-ppe/
[1] https://covid19.ca.gov/es/masks-and-ppe/

Top URLs in Tweet in G6:
[14] http://www.ci.pinole.ca.us/police/docs/crimeprev/crimprev-bulletin.pdf
[9] http://www.fairfield.ca.gov/jobs
[9] http://www.ci.vacaville.ca.us/Jobs
[7] http://www.fairfield.ca.gov/poet
[6] http://www.solanocounty.com/depts/oes/alertsolano/
[6] http://www.fairfield.ca.gov/open
[6] https://cov.zoom.us/join
[6] http://www.ci.vacaville.ca.us/CCAgenda
[5] https://www.ci.benicia.ca.us/announcements
[5] https://www.ci.benicia.ca.us/roads

Top URLs in Tweet in G7:
[29] https://www.ci.larkspur.ca.us/CivicAlerts.aspx?aid=953&utm_source=dlvr.it&utm_medium=twitter
[23] https://emergency.marincounty.org/
[15] http://www.novato.org/agendas
[10] http://novato.org/government/human-resources/current-job-openings/
[7] http://www.novato.org/newsletter
[7] http://www.novato.org/elections
[6] http://www.novato.org/opennovato
[5] https://www.cityofmillvalley.org/CivicAlerts.aspx?AID=568
[5] http://www.novato.org/ccb
[4] http://www.novato.org/leafblowers

Top URLs in Tweet in G8:
[4] https://sthelena.com/listing/napa-valley-vintage-home
[4] https://sthelena.com/listing/meadowood-napa-valley
[4] https://holidays.sthelena.com/
[4] https://sthelena.com/listing/wine-country-inn-and-cottages
[3] https://sthelena.com/little-book-big-experiences
[3] https://sthelena.com/listing/wydown-hotel
[3] https://sthelena.com/listing/gotts-roadside-2
[3] https://sthelena.com/listing/clif-family-winery
[2] https://www.sthelena.com/explore-the-great-outdoors-in-st-helena/
[2] https://www.sthelenawinery.com

Top URLs in Tweet in G9:
[25] https://www.modestogov.com/345/Job-Listings
[16] https://quickmap.dot.ca.gov/
[15] http://www.stocktonca.gov/government/departments/fire/emeStorm.html
[12] https://www.manteca.gov/departments/legislative-services-city-clerk/city-council-video
[11] https://manteca-ca.legistar.com/DepartmentDetail.aspx?ID=30435&GUID=AAA2A5D9-0C96-4304-A461-59298FCD9BE4&Mode=MainBody
[8] https://www.modestogov.com/notifyme
[8] https://weather.gov/sto
[7] https://www.lodi.gov/city_manager/weekly_update.html
[7] http://www.modestogov.com/905/Water-Conservation
[7] https://www.modestogov.com/Calendar.aspx?EID=8512

Top URLs in Tweet in G10:
[7] https://alamedaca.gov/alerts
[6] https://www.sf72.org/
[4] https://sfhsa.org/services/jobs-money/free-tax-help
[3] https://www.alamedaca.gov/alerts
[3] https://member.everbridge.net/index/453003085612570#/login
[2] https://www.alamedaca.gov/getvaccinated
[2] https://www.alamedarestaurantweek.com/
[2] https://cityofalamedaca.abalancingact.com/housing
[2] https://www.alamedaca.gov/RESIDENTS/Alerts-Advisories
[2] https://acgov.org/rov_app/vcalist

Top Domains
Top Domains in Tweet in Entire Graph:
[1214] twitter.com
[1139] ca.us
[783] ca.gov
[429] constantcontact.com
[249] youtube.com
[249] facebook.com
[234] sccgov.org
[202] zoom.us
[201] cityofbelvedere.org
[186] lovelafayette.org

Top Domains in Tweet in G1:
[193] ca.us
[186] lovelafayette.org
[156] ca.gov
[154] twitter.com
[81] cityofpleasantonca.gov
[72] antiochonthemove.com
[67] brentwoodca.gov
[65] fremont.gov
[60] pittsburgca.gov
[57] governmentjobs.com

Top Domains in Tweet in G2:
[236] twitter.com
[180] ca.us
[157] ca.gov
[122] portolavalley.net
[110] smcgov.org
[94] redwoodcity.org
[86] cityofsanmateo.org
[62] cityofsancarlos.org
[56] constantcontact.com
[51] youtube.com

Top Domains in Tweet in G3:
[279] twitter.com
[223] sccgov.org
[215] constantcontact.com
[164] berkeleyca.gov
[139] ca.gov
[131] ca.us
[101] nextdoor.com
[78] santaclaraca.gov
[76] menlopark.gov
[71] cupertino.org

Top Domains in Tweet in G4:
[104] ca.us
[100] hayward-ca.gov
[79] twitter.com
[63] ca.gov
[48] unioncity.org
[40] youtube.com
[40] livermoreca.gov
[34] eventbrite.com
[26] governmentjobs.com
[23] oaklandca.gov

Top Domains in Tweet in G5:
[18] twitter.com
[11] smcgov.org
[11] youtube.com
[7] zcu.io
[5] ca.gov
[4] smchealth.org
[4] zoom.us
[4] almanacnews.com
[3] mercurynews.com
[3] cityofepa.org

Top Domains in Tweet in G6:
[144] ca.us
[132] facebook.com
[104] constantcontact.com
[81] ca.gov
[68] feedburner.com
[30] twitter.com
[21] zoom.us
[20] solanocounty.com
[18] suisun.com
[15] riovistacity.com

Top Domains in Tweet in G7:
[156] sausalito.gov
[155] ca.us
[119] twitter.com
[87] novato.org
[46] marincounty.org
[45] mailchi.mp
[36] cityofsanrafael.org
[26] cityofmillvalley.org
[18] constantcontact.com
[11] nixle.us

Top Domains in Tweet in G8:
[145] sthelena.com
[2] sthelenawinery.com
[2] wydownhotel.com
[2] winecountryinn.com
[2] travelandleisure.com
[2] fideaux.net
[2] southbridgenapavalley.com
[2] afjewelers.com
[2] brasswood.com
[1] thebungalowsatcalistoga.com

Top Domains in Tweet in G9:
[157] modestogov.com
[109] stocktonca.gov
[94] twitter.com
[45] lodi.gov
[40] ca.gov
[28] cityoftracy.org
[17] weather.gov
[16] manteca.gov
[13] pge.com
[11] legistar1.com

Top Domains in Tweet in G10:
[53] alamedaca.gov
[48] twitter.com
[8] sfmta.com
[7] sf.gov
[6] acgov.org
[6] everbridge.net
[6] sf72.org
[5] youtube.com
[5] sfhsa.org
[4] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[297] cawx
[200] mysthelena
[183] petaluma
[182] alamtg
[134] sanpablo
[133] covid19
[123] sanmateo
[117] cityofhistory
[116] merced
[112] sjb



Top Hashtags in Tweet in G1:
[134] sanpablo
[58] sanpabloshines
[45] orindaready
[42] lovelafayette
[35] richmondca
[31] richmond
[28] cawx
[27] cityofmartinez
[24] staysafe
[23] wildfiresafe

Top Hashtags in Tweet in G2:
[122] sanmateo
[110] belmontca
[64] cawx
[62] millbraeca
[47] athertononline
[31] bayarea
[30] redwoodcity
[27] sanmateocounty
[19] covid19
[16] housing

Top Hashtags in Tweet in G3:
[82] cityofmorganhill
[73] cawx
[51] choosemorganhill
[50] losaltos
[44] paloaltostorm
[34] sccsafe
[27] preparescc
[25] covid19
[22] covid
[20] hiring

Top Hashtags in Tweet in G4:
[40] myunioncity
[30] wearelivermore
[20] unioncityca
[16] cawx
[9] unioncitycalifornia
[8] livermorepd
[8] flexalert
[7] theleaflet
[7] livermore
[7] bayarea

Top Hashtags in Tweet in G5:
[14] maskupsmc
[9] covid19
[6] sanmateocounty
[4] póngaselamascarillasmc
[4] blackhistorymonth
[4] covidvaccine
[3] eastpaloalto
[3] earthday2021
[3] ad24
[3] reconstruction

Top Hashtags in Tweet in G6:
[83] vallejo
[71] cityofvallejo
[69] suisuncity
[66] weservefairfieldca
[65] covvca
[51] news
[38] coffeewithacop
[27] community
[20] crimeprevention
[16] bidsproposals

Top Hashtags in Tweet in G7:
[29] marincounty
[27] cawx
[24] novatoproud
[16] millvalley
[14] flexalert
[12] sanrafael
[5] trafficalert
[5] marinvotes
[5] womenshistorymonth
[5] redflagwarning

Top Hashtags in Tweet in G8:
[200] mysthelena
[21] winecountry
[20] sthelena
[18] napavalley
[3] holidaysinsthelena
[2] harvest2022
[1] mainstreet
[1] 4thofjuly
[1] nationalwineandcheeseday
[1] napa

Top Hashtags in Tweet in G9:
[70] tracyca
[56] cityoftracy
[32] manteca
[30] cawx
[16] thinkinsidethetriangle
[13] ciudaddemanteca
[13] cityofmanteca
[12] trafficalert
[12] mobeautiful
[7] tracycitycouncil

Top Hashtags in Tweet in G10:
[182] alamtg
[19] cawx
[5] sfmuni
[4] blackhistorymonth
[4] sf
[4] rainreadysf
[3] sanfrancisco
[3] lunarnewyear
[3] sfsmallbizlove
[3] shopdinesf

Top Words
Top Words in Tweet in Entire Graph:
[5923] city
[3664] more
[2245] community
[1788] visit
[1697] council
[1571] meeting
[1544] join
[1505] please
[1439] learn
[1355] san

Top Words in Tweet in G1:
[1153] city
[737] more
[406] event
[399] community
[365] pm
[344] visit
[325] 2023
[318] council
[316] 00
[296] center

Top Words in Tweet in G2:
[1099] city
[730] more
[510] san
[436] community
[381] please
[376] visit
[370] join
[342] learn
[278] today
[275] 2022

Top Words in Tweet in G3:
[845] city
[813] more
[540] community
[405] visit
[300] meeting
[290] learn
[286] join
[281] council
[270] storm
[262] information

Top Words in Tweet in G4:
[450] city
[257] more
[214] hayward
[163] community
[135] learn
[127] visit
[116] day
[116] please
[111] information
[100] union

Top Words in Tweet in G5:
[51] city
[49] east
[49] palo
[47] alto
[38] city_epa
[34] community
[27] san
[26] today
[24] mask
[23] 19

Top Words in Tweet in G6:
[569] city
[226] more
[206] benicia
[141] ma
[132] water
[130] fire
[120] fairfield
[110] week
[102] solano
[101] please

Top Words in Tweet in G7:
[291] city
[159] more
[154] council
[128] novato
[102] meeting
[98] marin
[85] 2022
[83] community
[80] sausalito
[76] today

Top Words in Tweet in G8:
[200] #mysthelena
[55] wine
[42] napa
[40] valley
[33] more
[29] st
[29] tasting
[26] helena
[25] main
[24] home

Top Words in Tweet in G9:
[268] city
[174] more
[160] pm
[147] modesto
[135] visit
[115] community
[114] please
[108] join
[89] learn
[88] council

Top Words in Tweet in G10:
[181] #alamtg
[77] city
[77] alameda
[75] more
[52] today
[51] please
[44] storm
[38] bay
[35] stay
[34] community

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1232] city,council
[1041] learn,more
[653] more,information
[470] council,meeting
[464] city,hall
[448] more,info
[433] covid,19
[417] 00,pm
[284] housing,element
[279] city,manager

Top Word Pairs in Tweet in G1:
[248] city,council
[187] contra,costa
[179] learn,more
[147] 00,pm
[146] more,information
[131] san,pablo
[127] more,info
[126] event,date
[125] event,time
[122] san,ramon

Top Word Pairs in Tweet in G2:
[241] learn,more
[233] san,mateo
[203] city,council
[149] mateo,county
[142] city,hall
[126] more,information
[110] covid,19
[110] daly,city
[104] san,carlos
[98] portola,valley

Top Word Pairs in Tweet in G3:
[228] santa,clara
[200] learn,more
[166] city,council
[151] more,information
[98] email,express
[89] housing,element
[78] sebastopol,community
[75] morgan,hill
[75] city,gilroy
[74] clara,county

Top Word Pairs in Tweet in G4:
[103] learn,more
[97] union,city
[75] more,information
[39] alameda,county
[37] city,council
[34] city,hall
[31] city,emeryville
[29] bay,area
[29] city,hayward
[26] covid,19

Top Word Pairs in Tweet in G5:
[48] east,palo
[47] palo,alto
[20] san,mateo
[18] covid,19
[12] mask,mobile
[12] daly,city
[10] wears,mask
[10] everyone,protected
[10] mask,everyone
[10] each,wears

Top Word Pairs in Tweet in G6:
[110] city,benicia
[81] city,manager
[80] benicia,week
[76] suisun,city
[74] message,city
[68] rio,vista
[68] week,message
[67] #vallejo,#cityofvallejo
[61] solano,county
[52] city,council

Top Word Pairs in Tweet in G7:
[117] city,council
[52] council,meeting
[50] mill,valley
[37] learn,more
[32] san,rafael
[28] housing,element
[24] marin,county
[22] city,manager
[21] planning,commission
[21] more,info

Top Word Pairs in Tweet in G8:
[35] napa,valley
[25] st,helena
[17] main,street
[15] wine,country
[10] more,#mysthelena
[5] vintage,home
[5] tasting,room
[5] world,class
[5] learn,more
[5] live,music

Top Word Pairs in Tweet in G9:
[78] city,modesto
[76] learn,more
[55] city,council
[39] #tracyca,#cityoftracy
[38] more,visit
[32] join,team
[32] san,joaquin
[30] city,stockton
[29] concejo,municipal
[28] call,209

Top Word Pairs in Tweet in G10:
[26] san,francisco
[20] city,hall
[15] more,info
[13] learn,more
[11] heavy,rains
[11] flooded,areas
[10] bay,area
[9] downed,trees
[9] alameda,point
[9] read,more

Top Replied-To
Top Replied-To in Entire Graph:
@lovelafayette
@danvilleinfo
@fremont_ca
@nwsbayarea
@sccgov
@cityoflodi
@cityofsunnyvale
@srfd
@cityofvallejo
@cityofgilroy

Top Replied-To in G1:
@lovelafayette
@danvilleinfo
@fremont_ca
@walnutcreekgov
@antiochcagov
@mamaswakeup
@jeonsfineass
@lynellekells
@mahilmagizh
@tweeetbro

Top Replied-To in G2:
@cityofsancarlos
@burlingamecity
@arglye83
@cityofsanmateo
@jleester
@samtrans
@nwsbayarea
@burlingamepd
@bikepacks
@cityoffc

Top Replied-To in G3:
@sccgov
@cityofgilroy
@cityofmenlopark
@cityofpaloalto
@cityofmorganhil
@santaclaracity
@f0rty0ne
@soxx821
@igornaverniouk
@townoflah

Top Replied-To in G4:
@cprs_ca
@nwsbayarea
@johnbauters
@alamedacounty
@unioncityca_gov
@caltransd4
@livermorepolice
@centerenvhealth
@ca_dwr
@rinibearbb

Top Replied-To in G5:
@city_epa
@jaycaspiankang
@fspaloalto
@nicoleannette00
@truewilliehobbs
@asmmarcberman
@mekhiblackmon
@toosmoove0
@pheisinger55

Top Replied-To in G6:
@cityofvallejo
@vallejocrime
@vallejojustice
@pge4me
@coinmkr
@caltransd4
@beniciamuseum
@fairfieldsuisun
@jaggajatt23

Top Replied-To in G7:
@srfd
@marinsheriff
@sanrafaeloes
@marinhhs
@jamieclarkmusic
@smfdinfo
@city_of_mv
@lwvmarin
@novsandistrict
@cityofberkeley

Top Replied-To in G8:
@winecountry_inn
@calwinetours
@spottswoodewine
@frogsleapwinery
@menegoncatering
@wydownhotel
@regusciwinery
@southbridgenapa
@vsattui
@florasprings

Top Replied-To in G9:
@cityoflodi
@johnejohnsoncfa
@oboylerick
@lodihigh
@filbsmodernlife
@amgentourofcali
@dmaniac777
@egcigarguy

Top Replied-To in G10:
@bkpark
@cityofalameda
@sfgov
@londonbreed
@sfpubliclibrary
@sf311

Top Mentioned
Top Mentioned in Entire Graph:
@nwsbayarea
@nextdoor
@belmontcapolice
@belmontparksrec
@sanmateoco
@pge4me
@eddiefloresssf
@marknagales
@jamescolemanssf
@mikefutrell

Top Mentioned in G1:
@baycitynews
@antiochcagov
@cccounty
@fremont_ca
@walnutcreekgov
@lilymei4fremont
@concordchamber1
@nwsbayarea
@pleasantonpd
@fremontpd

Top Mentioned in G2:
@belmontcapolice
@belmontparksrec
@eddiefloresssf
@marknagales
@jamescolemanssf
@sanmateoco
@mikefutrell
@belmontca_pwork
@flornicolas16
@citybelmont

Top Mentioned in G3:
@nextdoor
@nwsbayarea
@paloaltopolice
@pge4me
@townoflah
@pautilities
@sccgov
@cityofpaloalto
@sccfiredept
@paloaltofire

Top Mentioned in G4:
@livermorepolice
@livlibrary
@haywardfirenews
@nwsbayarea
@alamedacounty
@oakland
@cityoflivermore
@livermorepw
@stopwasteorg
@lpfdfirefighter

Top Mentioned in G5:
@city_epa
@ravenswoodfhn
@senjoshbecker
@warrenslocum
@sanmateoco
@smdailyjournal
@mercnews
@barrioscribe
@paloaltoweekly
@repspeier

Top Mentioned in G6:
@cityofvallejo
@vacavillefire
@sta_solano
@chpsolano
@vvchamber
@downtownvaca
@caltransd4
@beniciafire
@pge4me

Top Mentioned in G7:
@srfd
@sanrafaelpolice
@sanrafaeloes
@cityofsanrafael
@marinsheriff
@nwsbayarea
@maringov
@marinwildfire
@marincountyfire
@millvalleypd

Top Mentioned in G8:
@wydownhotel
@winecountry_inn
@gottsroadside
@cliffamily
@mendingwallwine
@winetrain
@shopfideaux
@southbridgenapa
@afjewelers
@ballentinevine

Top Mentioned in G9:
@tracypd
@southcountyfa
@sjc_oes
@caltransdist10
@tracycitycenter
@cityoflodi
@lodinews
@pge4me
@chiefmillington
@atthegrand_

Top Mentioned in G10:
@sf311
@sfgov
@londonbreed
@sfhumanservices
@sfmta_muni
@sf_emergency
@sfpubliclibrary
@sfosb
@sfpublicworks
@usmayors

Top Tweeters
Top Tweeters in Entire Graph:
@uber_support
@united
@southwestair
@shieldvoc
@applebees
@tmobile
@abc7newsbayarea
@washingtonpost
@nbcbayarea
@mercnews

Top Tweeters in G1:
@uber_support
@southwestair
@shieldvoc
@abc7newsbayarea
@nbcbayarea
@mercnews
@mactavish
@kron4news
@eastbaytimes
@mumbaipolice

Top Tweeters in G2:
@kcbsamfmtraffic
@rit
@sfgiants
@stanleyroberts
@sarahfunes
@bart
@ethan_mizzi
@caltrain
@samceda
@american_heart

Top Tweeters in G3:
@nbcnews
@demonbob_badman
@nbcnightlynews
@kcbsradio
@mistralwinds
@berkeleyside
@dallascowboys
@irsnews
@49ers
@nwsbayarea

Top Tweeters in G4:
@dnas
@sfchronicle
@ogpenn
@anndroo
@smartcitiesdive
@rideact
@weather_west
@nananastia
@jachristian
@postlive

Top Tweeters in G5:
@newyorker
@kqednews
@pulitzercenter
@smdailyjournal
@paloaltoweekly
@minotamara
@disneyplus
@noticias14
@deandreforks
@adamcm777

Top Tweeters in G6:
@applebees
@tmobile
@alldailyrepnews
@ktvu
@starbucks
@lyft
@511sfbay
@vjotimesherald
@gobankingrates
@tianaknows

Top Tweeters in G7:
@hall
@kpmemberservice
@elgl50
@lcooney
@piper
@cafirescanner
@jamieclarkmusic
@zennioptical
@nwswpc
@fcc

Top Tweeters in G8:
@fourseasons
@silveroak
@florasprings
@vsattui
@napavalleyvegan
@whitehalllane
@winetrain
@meadowoodnews
@grgichhills
@cliffamily

Top Tweeters in G9:
@kcranews
@raiders
@24bornorange
@usarmy
@nwssacramento
@egcigarguy
@caltransdist10
@uscg
@elonmusk
@nrpa_news

Top Tweeters in G10:
@sfmta_muni
@grubhub
@kqed
@sf311
@doordash
@sffdpio
@spur_urbanist
@ubereats
@mainstlaunch
@recparksf


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