#pgeshutoff, Twitter, 10/9/2019 8:57:16 PM, 212394


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#pgeshutoff_2019-10-09_11-35-36.xlsx
#pgeshutoff_2019-10-09_11-35-36.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 09, 2019
Short Description:
#pgeshutoff via NodeXL http://bit.ly/2Vx8HUP
@pge4me
@sfchronicle
@sfdirewolf
@almostjingo
@mayaashleyyy
@gavinnewsom
@calideplorable
@qblueskyq
@cafirescanner
@tweetsrob

Top hashtags:
#pgeshutoff
#poweroutage
#pge
#california
#bayarea
#bullettrain
#powershutoff

Description:
Description
The graph represents a network of 9,536 Twitter users whose recent tweets contained "#pgeshutoff", 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 Wednesday, 09 October 2019 at 19:55 UTC.

The tweets in the network were tweeted over the 1-day, 2-hour, 14-minute period from Tuesday, 08 October 2019 at 16:30 UTC to Wednesday, 09 October 2019 at 18:44 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[327] https://www.sfchronicle.com/business/article/PG-E-shutoffs-Health-systems-prepare-to-move-14502248.php
[326] https://www.sfchronicle.com/bayarea/article/School-districts-prepare-for-power-outage-14501871.php
[81] https://twitter.com/SCCgov/status/1181709623310589952
[71] https://twitter.com/scott_wiener/status/1181751290751094784
[69] https://docs.google.com/spreadsheets/d/1X2sK2WW-piaMTrkdSYNG84WwJsswXetC4izb9H55Ov0/htmlview?usp=sharing&sle=true
[59] https://www.sfchronicle.com/business/article/Why-PG-E-s-mass-California-power-shutoff-could-14502133.php
[41] https://twitter.com/sfchronicle/status/1181750222168346625
[38] https://projects.sfchronicle.com/trackers/power-outages/
[19] https://twitter.com/KPIXtv/status/1181713469201993729
[18] https://www.cbsnews.com/news/pge-power-shutdown-to-avert-northern-california-wildfire-danger-today-2019-10-08/

Top URLs in Tweet in G1:
[250] https://www.sfchronicle.com/business/article/PG-E-shutoffs-Health-systems-prepare-to-move-14502248.php
[249] https://www.sfchronicle.com/bayarea/article/School-districts-prepare-for-power-outage-14501871.php
[68] https://twitter.com/SCCgov/status/1181709623310589952
[64] https://docs.google.com/spreadsheets/d/1X2sK2WW-piaMTrkdSYNG84WwJsswXetC4izb9H55Ov0/htmlview?usp=sharing&sle=true
[45] https://www.sfchronicle.com/business/article/Why-PG-E-s-mass-California-power-shutoff-could-14502133.php
[30] https://twitter.com/sfchronicle/status/1181750222168346625
[12] https://twitter.com/OtterAlice/status/1181815506984026113
[8] https://projects.sfchronicle.com/trackers/power-outages/
[7] https://docs.google.com/spreadsheets/d/1X2sK2WW-piaMTrkdSYNG84WwJsswXetC4izb9H55Ov0/edit?usp=sharing
[7] https://www.kqed.org/news/11737336/judge-pge-paid-out-stock-dividends-instead-of-trimming-trees?fbclid=IwAR2-7Ew2wl1Fw5SXjv38GWSruM3J0c0kwjyqbS4jyUUl5wpMSEwLCHFOLRY

Top URLs in Tweet in G2:
[56] https://twitter.com/scott_wiener/status/1181751290751094784
[26] https://www.sfchronicle.com/bayarea/article/School-districts-prepare-for-power-outage-14501871.php
[26] https://www.sfchronicle.com/business/article/PG-E-shutoffs-Health-systems-prepare-to-move-14502248.php
[6] https://www.google.com/maps/d/viewer?mid=1vw6HaeBAn2RbfDkgFXgmQl06vk03dqzx&ll=39.42326720692868%2C-123.52403745736228&z=8
[4] https://www.sfchronicle.com/business/article/Why-PG-E-s-mass-California-power-shutoff-could-14502133.php
[4] https://twitter.com/sfchronicle/status/1181750222168346625
[3] https://twitter.com/PGE4Me/status/1181751293112655872
[3] https://projects.sfchronicle.com/trackers/power-outages/
[3] https://twitter.com/carolyn_copes/status/1181935981869449217
[3] https://m.pge.com

Top URLs in Tweet in G3:
[14] https://pa-zaz.com/nurse-by-day-witch-by-night
[9] https://projects.sfchronicle.com/trackers/power-outages/
[5] https://twitter.com/sfchronicle/status/1181736033366544384
[5] https://twitter.com/sfchronicle/status/1181734145317314561
[4] https://twitter.com/sfchronicle/status/1181592128344006656
[3] https://twitter.com/PGE4Me/status/1181669029276246021
[3] https://twitter.com/sfchronicle/status/1181741064878776320
[2] https://twitter.com/DSAEastBay/status/1181689715625472002
[2] https://twitter.com/billmckibben/status/1181687769216753664
[2] https://www.wsj.com/articles/pg-e-warns-it-may-cut-power-for-600-000-customers-due-to-wildfire-risk-11570513569

Top URLs in Tweet in G4:
[19] https://www.sfchronicle.com/bayarea/article/School-districts-prepare-for-power-outage-14501871.php
[19] https://www.sfchronicle.com/business/article/PG-E-shutoffs-Health-systems-prepare-to-move-14502248.php
[16] https://www.ebmud.com/PSPS2019
[7] https://www.kron4.com/powershutoffs/map-pge-warns-of-potential-power-shutoffs-as-fire-danger-grows/
[7] https://twitter.com/scott_wiener/status/1181751290751094784
[6] https://kron4.com/
[6] https://www.kron4.com/news/bay-area/tips-resources-for-preparing-for-pge-power-outage/
[6] https://twitter.com/SCCgov/status/1181709623310589952
[6] https://twitter.com/sfchronicle/status/1181750222168346625
[5] https://twitter.com/watkowski/status/1181778444952076289

Top URLs in Tweet in G5:
[14] https://twitter.com/KPIXtv/status/1181713469201993729
[8] https://www.sfchronicle.com/bayarea/article/School-districts-prepare-for-power-outage-14501871.php
[8] https://www.sfchronicle.com/business/article/PG-E-shutoffs-Health-systems-prepare-to-move-14502248.php
[4] https://twitter.com/scott_wiener/status/1181751290751094784
[3] https://twitter.com/SCCgov/status/1181709623310589952
[2] https://twitter.com/DrewTumaABC7/status/1181993424959918090
[2] https://www.sfchronicle.com/business/article/Why-PG-E-s-mass-California-power-shutoff-could-14502133.php
[2] https://www.nytimes.com/interactive/2019/03/18/business/pge-california-wildfires.html
[2] https://twitter.com/KevDGrussing/status/1181834809825468416
[2] https://www.abc10.com/article/news/local/wildfire/pge-attorneys-concerned-about-news-coverage-ahead-of-tubbs-fire-trial/103-7b1177d9-5d20-49e5-be95-37b2b4767cfa

Top URLs in Tweet in G6:
[11] https://sanfrancisco.cbslocal.com/2019/10/08/bay-area-power-outage-survival-guide/
[7] https://www.sfchronicle.com/bayarea/article/School-districts-prepare-for-power-outage-14501871.php
[7] https://www.sfchronicle.com/business/article/PG-E-shutoffs-Health-systems-prepare-to-move-14502248.php
[5] https://www.redcross.org/content/dam/redcross/atg/PDF_s/Preparedness___Disaster_Recovery/Disaster_Preparedness/Power_Outage/PowerOutage.pdf
[3] https://twitter.com/RedCrossNorCal/status/1181971301952454656
[3] https://twitter.com/reggieaqui/status/1181938559671918592
[3] https://twitter.com/ahemandias/status/1181817088748294144?s=21
[3] https://m.sfgate.com/bayarea/article/PG-E-diverted-safety-money-for-profit-bonuses-2500175.phP
[2] https://twitter.com/sfchronicle/status/1181736033366544384
[2] https://twitter.com/cnn/status/1181731600737996800

Top URLs in Tweet in G7:
[2] https://twitter.com/anvilhead8/status/1181637892063424512
[1] https://thefederalist.com/2019/10/09/anti-trump-whistleblower-attorney-worked-directly-for-james-clapper/
[1] https://twitter.com/QBlueSkyQ/status/1126521746029449216
[1] https://twitter.com/scott_wiener/status/1181751290751094784
[1] https://twitter.com/qblueskyq/status/1181943322199367681
[1] https://twitter.com/californiabrief/status/1181759477344800774

Top URLs in Tweet in G8:
[5] https://www.sfchronicle.com/bayarea/article/School-districts-prepare-for-power-outage-14501871.php
[5] https://www.sfchronicle.com/business/article/PG-E-shutoffs-Health-systems-prepare-to-move-14502248.php
[2] https://projects.sfchronicle.com/trackers/power-outages/
[2] https://abc7news.com/weather/list-areas-affected-by-pg-e-power-outage-in-ca/5603558/
[1] https://twitter.com/sfgate/status/1181954106820182016
[1] https://www.electricchoice.com/blog/worst-power-outages-in-united-states-history/
[1] https://www.usatoday.com/story/news/nation/2019/10/08/pacific-gas-electric-power-shutdown-affect-northern-california-prevent-wildfire/3907118002/
[1] https://www.sfchronicle.com/business/article/Why-PG-E-s-mass-California-power-shutoff-could-14502133.php
[1] http://www.pgecorp.com/corp/about-us/corporate-governance/corporation-directors.page
[1] https://twitter.com/lizziejohnsonnn/status/1181703093630619648

Top URLs in Tweet in G9:
[3] https://twitter.com/sfchronicle/status/1181734145317314561
[2] https://www.cbdbiocare.com/cbd-gummies-20mg.html?a_aid=cbdbuyersclub&a_cid=11111111&chan=code3
[1] https://www.sfchronicle.com/bayarea/article/School-districts-prepare-for-power-outage-14501871.php
[1] https://www.sfchronicle.com/business/article/PG-E-shutoffs-Health-systems-prepare-to-move-14502248.php
[1] https://twitter.com/scott_wiener/status/1181751290751094784
[1] https://twitter.com/Tonecapone_300/status/1181749308766310400
[1] https://twitter.com/SovernNation/status/1181731405513904128

Top URLs in Tweet in G10:
[3] https://www.sfchronicle.com/bayarea/article/School-districts-prepare-for-power-outage-14501871.php
[3] https://www.sfchronicle.com/business/article/PG-E-shutoffs-Health-systems-prepare-to-move-14502248.php
[3] https://twitter.com/SCCgov/status/1181709623310589952
[2] https://www.mercurynews.com/2019/10/08/caldecott-tom-lantos-tunnels-to-close-amid-power-outage/
[2] https://twitter.com/SFdirewolf/status/1181939624215756800
[2] https://www.nbcbayarea.com/news/local/List-Bay-Area-Locations-PGE-Power-Shutoffs-562515431.html?_osource=SocialFlowFB_BAYBrand
[1] https://twitter.com/PGE4Me/status/1181678209353601026
[1] https://www.vta.org/poweroutage
[1] https://www.redcross.org/content/dam/redcross/atg/PDF_s/Preparedness___Disaster_Recovery/Disaster_Preparedness/Power_Outage/PowerOutage.pdf
[1] https://www.sfchronicle.com/politics/article/PG-E-customers-will-pay-some-wildfire-costs-under-13248293.php

Top Domains
Top Domains in Tweet in Entire Graph:
[987] twitter.com
[804] sfchronicle.com
[89] google.com
[39] youtube.com
[27] kron4.com
[26] cbslocal.com
[21] pge.com
[19] mercurynews.com
[19] cbsnews.com
[18] twimg.com

Top Domains in Tweet in G1:
[569] sfchronicle.com
[251] twitter.com
[72] google.com
[11] mercurynews.com
[8] kqed.org
[6] ktvu.com
[5] wakelet.com
[5] sfgate.com
[4] calmatters.org
[4] kcra.com

Top Domains in Tweet in G2:
[191] twitter.com
[66] sfchronicle.com
[18] twimg.com
[7] pge.com
[7] google.com
[6] iheart.com
[5] abc10.com
[3] sanjoseca.gov
[3] ampproject.org
[3] youtube.com

Top Domains in Tweet in G3:
[143] twitter.com
[18] sfchronicle.com
[14] pa-zaz.com
[11] youtube.com
[5] pge.com
[3] kymkemp.com
[3] wsj.com
[3] mercurynews.com
[3] fiverr.com
[3] flipmemes.com

Top Domains in Tweet in G4:
[109] twitter.com
[51] sfchronicle.com
[22] kron4.com
[16] ebmud.com
[7] abc7news.com
[3] kcra.com
[2] cbslocal.com
[2] google.com
[2] nytimes.com
[2] pge.com

Top Domains in Tweet in G5:
[48] twitter.com
[21] sfchronicle.com
[2] mercurynews.com
[2] nytimes.com
[2] abc10.com
[1] wikipedia.org
[1] google.com
[1] bloomberg.com
[1] youtube.com
[1] myjewishlearning.com

Top Domains in Tweet in G6:
[38] twitter.com
[23] sfchronicle.com
[14] cbslocal.com
[5] redcross.org
[3] sfgate.com
[2] abc7news.com
[1] zendesk.com
[1] ktvu.com
[1] linkedin.com
[1] nixle.us

Top Domains in Tweet in G7:
[6] twitter.com
[1] thefederalist.com

Top Domains in Tweet in G8:
[14] sfchronicle.com
[6] twitter.com
[2] abc7news.com
[1] electricchoice.com
[1] usatoday.com
[1] pgecorp.com
[1] sfgate.com

Top Domains in Tweet in G9:
[6] twitter.com
[2] cbdbiocare.com
[2] sfchronicle.com

Top Domains in Tweet in G10:
[19] twitter.com
[8] sfchronicle.com
[2] mercurynews.com
[2] nbcbayarea.com
[2] ca.gov
[1] vta.org
[1] redcross.org
[1] santarosa.edu
[1] bart.gov
[1] abc7news.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8591] pgeshutoff
[1651] poweroutage
[980] pge
[754] california
[533] bayarea
[472] bullettrain
[417] powershutoff
[363] psps
[304] cripthevote
[271] pgepowershutdown



Top Hashtags in Tweet in G1:
[1517] pgeshutoff
[271] cripthevote
[170] breaking
[152] psps
[98] suckitableism
[91] poweroutage
[43] california
[40] pge
[38] berkeley
[25] sf

Top Hashtags in Tweet in G2:
[1904] pgeshutoff
[430] bullettrain
[270] poweroutage
[223] disabled
[143] pge
[107] pgande
[88] pgepowershutdown
[74] california
[71] pgedisaster
[63] psps

Top Hashtags in Tweet in G3:
[1184] pgeshutoff
[168] poweroutage
[103] pge
[46] powershutoff
[43] pgepowershutdown
[34] pgedisaster
[34] blackish
[33] pgeoutage
[29] bayarea
[28] pgande

Top Hashtags in Tweet in G4:
[1067] pgeshutoff
[384] poweroutage
[149] pge
[89] bayarea
[71] california
[69] northbay
[50] pgedisaster
[40] powershutoff
[38] psps
[25] pgeoutage

Top Hashtags in Tweet in G5:
[480] pgeshutoff
[163] bayarea
[160] powershutoff
[35] pge
[21] poweroutage
[19] psps
[18] california
[15] homeless
[12] pg
[9] pgepowershutdown

Top Hashtags in Tweet in G6:
[512] pgeshutoff
[249] california
[90] poweroutage
[37] psps
[25] pge
[16] bayarea
[15] pgedisaster
[13] pgepowershutdown
[11] breakuppgande
[11] pgande

Top Hashtags in Tweet in G7:
[151] fakenewsmedia
[48] pgeshutoff
[8] poweroutage
[8] bullettrain
[5] california
[5] impeachment
[2] qanon
[1] wednesdaywisdom
[1] wednesdaythoughts
[1] bayarea

Top Hashtags in Tweet in G8:
[110] pgeshutoff
[24] pge
[23] poweroutage
[19] powershutoff
[16] pgepowershutdown
[12] pgande
[11] pgedisaster
[11] california
[10] northerncalifornia
[10] conservative

Top Hashtags in Tweet in G9:
[309] pge
[296] pgeshutoff
[111] poweroutage
[13] powershutoff
[4] california
[3] thepurgetv
[3] bayarea
[2] sanfransico
[2] purge
[2] pgande

Top Hashtags in Tweet in G10:
[146] pgeshutoff
[13] bayarea
[12] poweroutage
[12] california
[10] pge
[7] powershutoff
[7] pgeoutage
[6] bullettrain
[6] psps
[5] breaking

Top Words
Top Words in Tweet in Entire Graph:
[8847] Words in Sentiment List#1: Positive
[12278] Words in Sentiment List#2: Negative
[138] Words in Sentiment List#3: Angry/Violent
[361519] Non-categorized Words
[382645] Total Words
[13614] #pgeshutoff
[4890] power
[3789] #poweroutage
[2071] pg
[2056] e

Top Words in Tweet in G1:
[2611] #pgeshutoff
[1530] gt
[934] #cripthevote
[671] power
[670] #poweroutage
[653] disabled
[609] folks
[588] affected
[571] days
[563] sfchronicle

Top Words in Tweet in G2:
[2685] #pgeshutoff
[1038] t
[985] pge4me
[747] #poweroutage
[634] power
[626] goodnight
[620] s
[576] going
[564] california
[559] area

Top Words in Tweet in G3:
[1185] #pgeshutoff
[355] power
[177] e
[174] pg
[168] #poweroutage
[103] #pge
[95] out
[92] california
[90] t
[88] people

Top Words in Tweet in G4:
[1934] #pgeshutoff
[1033] power
[782] #poweroutage
[408] pg
[398] e
[342] #pge
[323] shut
[294] s
[267] now
[238] up

Top Words in Tweet in G5:
[878] #pgeshutoff
[496] power
[361] e
[352] pg
[312] people
[234] insane
[234] amount
[225] #pge
[182] #bayarea
[180] wildfires

Top Words in Tweet in G6:
[744] #pgeshutoff
[274] here
[266] link
[253] ice
[249] #california
[249] file
[247] those
[247] claim
[247] losses
[246] effected

Top Words in Tweet in G7:
[298] #pgeshutoff
[246] #poweroutage
[157] now
[151] rudygiuliani
[151] boom
[151] anti
[151] trump
[151] whistleblower
[151] worked
[151] directly

Top Words in Tweet in G8:
[360] power
[339] #pgeshutoff
[288] now
[209] #pge
[179] see
[174] #poweroutage
[170] #powershutoff
[147] up
[145] make
[143] ca

Top Words in Tweet in G9:
[378] #pge
[340] #pgeshutoff
[152] area
[149] power
[145] bay
[140] #poweroutage
[82] midnight
[78] check
[77] up
[74] days

Top Words in Tweet in G10:
[365] #pgeshutoff
[248] power
[216] pg
[216] e
[198] shut
[196] due
[187] up
[187] going
[178] infrastructure
[177] bill

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2005] pg,e
[1206] #poweroutage,#pgeshutoff
[853] #pgeshutoff,#poweroutage
[634] affected,#pgeshutoff
[602] doesn,t
[597] #bayarea,#pgeshutoff
[577] #poweroutage,#bayarea
[573] #pgeshutoff,#cripthevote
[573] going,affected
[562] affected,outages

Top Word Pairs in Tweet in G1:
[512] #poweroutage,#bayarea
[511] going,affected
[511] sfchronicle,#poweroutage
[511] #bayarea,#pgeshutoff
[510] psa,anyone
[510] anyone,wondering
[510] wondering,going
[510] affected,outages
[510] outages,lets
[510] lets,enter

Top Word Pairs in Tweet in G2:
[447] affected,#pgeshutoff
[444] doesn,t
[432] area,affected
[431] california,re
[431] oh,wait
[430] relax,california
[430] re,area
[430] #pgeshutoff,jump
[430] jump,#bullettrain
[430] #bullettrain,paid

Top Word Pairs in Tweet in G3:
[162] pg,e
[71] #poweroutage,#pgeshutoff
[50] #pgeshutoff,#poweroutage
[48] bay,area
[43] #pgeshutoff,#pge
[42] power,outage
[31] #pge,#pgeshutoff
[25] #pgeshutoff,#powershutoff
[24] dark,mode
[21] don,t

Top Word Pairs in Tweet in G4:
[408] #poweroutage,#pgeshutoff
[397] pg,e
[193] #pgeshutoff,#poweroutage
[188] power,shut
[136] now,power
[126] lose,power
[119] #pgeshutoff,#powershutoff
[117] shut,#poweroutage
[116] clearlake,lake
[116] lake,co

Top Word Pairs in Tweet in G5:
[349] pg,e
[234] insane,amount
[166] cut,power
[161] #pgeshutoff,#powershutoff
[154] outage,map
[153] best,outage
[153] map,find
[153] find,pass
[153] pass,along
[153] along,#pgeshutoff

Top Word Pairs in Tweet in G6:
[248] #pgeshutoff,#california
[247] file,claim
[246] ice,cream
[245] effected,#pgeshutoff
[245] claim,losses
[244] those,effected
[244] #california,here
[244] here,link
[244] link,file
[244] losses,save

Top Word Pairs in Tweet in G7:
[239] #pgeshutoff,#poweroutage
[151] rudygiuliani,boom
[151] boom,anti
[151] anti,trump
[151] trump,whistleblower
[151] whistleblower,worked
[151] worked,directly
[151] directly,james
[151] james,clapper
[151] clapper,now

Top Word Pairs in Tweet in G8:
[154] #poweroutage,#pgeshutoff
[148] now,power
[145] #pgeshutoff,#pge
[144] #powershutoff,#poweroutage
[138] paradise,valley
[138] valley,fairfield
[138] fairfield,ca
[138] ca,power
[138] power,now
[138] now,far

Top Word Pairs in Tweet in G9:
[142] bay,area
[101] #poweroutage,#pgeshutoff
[77] #pge,#poweroutage
[76] midnight,#pge
[67] days,#pgeshutoff
[66] #pge,800k
[66] 800k,ppl
[66] ppl,won
[66] won,t
[66] t,power

Top Word Pairs in Tweet in G10:
[216] pg,e
[176] shut,power
[171] thanks,pg
[171] e,#pgeshutoff
[170] hey,everybody
[170] everybody,really
[170] really,sorry
[170] sorry,maintaining
[170] maintaining,infrastructure
[170] infrastructure,burning

Top Replied-To
Top Replied-To in Entire Graph:
@pge4me
@rudygiuliani
@gavinnewsom
@sfdirewolf
@thejdmorris
@humphreythekidd
@sfchronicle
@almostjingo
@realdonaldtrump
@denniskwilliams

Top Replied-To in G1:
@sfdirewolf
@thejdmorris
@pge4me
@sfchronicle
@objkshn
@lizziejohnsonnn
@elonmusk
@juliacarriew
@rwang0
@ktvu

Top Replied-To in G2:
@pge4me
@gavinnewsom
@almostjingo
@realdonaldtrump
@denniskwilliams
@gholland04
@blacktulip966
@rudygiuliani
@thejdmorris
@kibbitzlaw

Top Replied-To in G4:
@pge4me
@gavinnewsom
@pge
@abc7newsbayarea
@thejdmorris
@kron4news
@kateabc7
@lookner
@philpaule
@rudygiuliani

Top Replied-To in G5:
@pge4me
@chelseabird09
@reggieaqui
@tictoc
@uber_support
@_hodgybeats_
@buttpraxis
@mikeniccoabc7
@katecornett
@phildeeznuts

Top Replied-To in G6:
@pge4me
@ladydshops
@robbarkerredux
@humphreythekidd
@mattjstannard
@artistcarolina
@poplifegirl
@tony_bahama
@sepiaghdaee
@johnmonch

Top Replied-To in G7:
@rudygiuliani

Top Replied-To in G8:
@humphreythekidd
@shieldedm
@pge4me
@t_keegz
@sfchronicle
@coreysdigs
@almostjingo
@illogikus
@ban_msm_lies
@stratago

Top Replied-To in G9:
@pge4me

Top Replied-To in G10:
@maria20254439
@kyliesparks
@shannonrwatts
@gavinnewsom
@pnjaban
@realdonaldtrump
@pge4me
@caltranshq
@tweetsrob

Top Mentioned
Top Mentioned in Entire Graph:
@pge4me
@sfchronicle
@gavinnewsom
@abc10
@realdonaldtrump
@thejdmorris
@speakerpelosi
@altonwang
@kamalaharris
@senfeinstein

Top Mentioned in G1:
@sfchronicle
@pge4me
@altonwang
@thejdmorris
@corbettotoole
@tesla
@mercnews
@elonmusk
@ktvu
@sfdirewolf

Top Mentioned in G2:
@pge4me
@gavinnewsom
@abc10
@realdonaldtrump
@sfchronicle
@potus
@berniesanders
@34fryingpana22
@californiapuc
@almostjingo

Top Mentioned in G4:
@pge4me
@gavinnewsom
@kamalaharris
@senfeinstein
@speakerpelosi
@abc7newsbayarea
@sarastinsonnews
@sfchronicle
@oaklandmuseumca
@nbcbayarea

Top Mentioned in G5:
@pge4me
@reggieaqui
@sfchronicle
@kumasiabc7
@abc7newsbayarea
@mikeniccoabc7
@business
@blavity
@madamenoire
@theroot

Top Mentioned in G6:
@pge4me
@kpixtv
@jackiekpix
@sfchronicle
@mattnightingale
@christymaginn
@rs_flinn
@realgabbyhayes
@peterdaou
@ldeepsj

Top Mentioned in G8:
@pge4me
@brianki97118997
@shieldedm
@pearl63660
@gavinnewsom
@sfchronicle
@bluestatesos
@fryselectronics
@thejdmorris
@almostjingo

Top Mentioned in G9:
@sfchronicle
@1thephoenix
@you_vs_theworld
@redeye_deadeye
@pge4me

Top Mentioned in G10:
@eastbaytimes
@sfbart
@gavinnewsom
@pge4me
@daddydeuce5x
@pnjaban
@marawilson
@caltranshq
@mercnews
@anniesciacca

Top Tweeters
Top Tweeters in Entire Graph:
@entornoi
@uber_support
@immoralreport
@comcastcares
@raejeanhightow8
@sharneal
@cnbctv18live
@mementh
@thepoliticalcat
@twitlertwit

Top Tweeters in G1:
@dancas2
@catawu
@dclarediane
@crystal_fishy
@bkindngood
@ligayaloyola
@willseattle
@gojira007x
@bellesapepper37
@eddarrell

Top Tweeters in G2:
@immoralreport
@comcastcares
@cnbctv18live
@tacobell
@plantflowes
@muzikscribe
@patriotmarie
@pmgeezer
@homegypsy
@guardian_elite

Top Tweeters in G3:
@entornoi
@thomas_195813
@artmatters2me
@dd9000
@lakotaleo
@gremlins2movie
@miichi1st
@bfostersbox
@monsterboyfrien
@yobuaa

Top Tweeters in G4:
@raejeanhightow8
@asher_wolf
@helloteamtrump
@jhamby
@tea_party_chris
@hijcp
@digiranger1994
@shirfire218
@tiniskwerl
@izzysroses

Top Tweeters in G5:
@uber_support
@mementh
@mharvey816
@ganbare__ginkun
@business
@saintwalker98
@kevdgrussing
@thesounddefense
@augusteve2012
@kawail_man

Top Tweeters in G6:
@porridgeisgood
@mastaofmp3s
@ladydshops
@sparkleshines
@shorealonefilms
@space_meadow
@redwoodgirl
@azabaro
@mushkat
@imagefeeder

Top Tweeters in G7:
@sharneal
@jtblogs
@saveusrepublic2
@leeleemunster
@pixiedust5135
@mmjustified
@mary_burgess
@zeusfanhouse
@kadajoza
@sxdoc

Top Tweeters in G8:
@twitlertwit
@miss_placed_
@blanken01
@aliashere
@greeneyedlilo
@purrpatrol
@elizbethlmaness
@1776pathenry
@goldwaterkid65
@bigdave74tex

Top Tweeters in G9:
@blackswan725
@bellajbower
@its_maria_haha
@birdmischief
@caramelhunnyva
@lynette530
@impossibree
@rosevictorian
@k__hines
@bluechipxd

Top Tweeters in G10:
@janiecestaton
@thebestcloser
@boulwiththejawn
@toujoureb_
@evalb5
@luv18wheels
@postmakerkiwi
@kyliesparks
@calicatwwoman
@tokuswag