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gavinnewsom_2019-11-08_11-44-49.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 08, 2019
Description:
Description
The graph represents a network of 5,055 Twitter users whose tweets in the requested range contained "gavinnewsom", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 November 2019 at 19:46 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 1-hour, 20-minute period from Monday, 04 November 2019 at 06:36 UTC to Tuesday, 05 November 2019 at 07:56 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 : 5055
Unique Edges : 9291
Edges With Duplicates : 4355
Total Edges : 13646
Number of Edge Types : 3
Replies to : 2083
Mentions : 11427
Tweet : 136
Self-Loops : 136
Reciprocated Vertex Pair Ratio : 0.00786506206765849
Reciprocated Edge Ratio : 0.0156073711921775
Connected Components : 70
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 4953
Maximum Edges in a Connected Component : 13534
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.725229
Graph Density : 0.000416314877463845
Modularity : 0.48021
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,055 Twitter users whose tweets in the requested range contained "gavinnewsom", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 November 2019 at 19:46 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 1-hour, 20-minute period from Monday, 04 November 2019 at 06:36 UTC to Tuesday, 05 November 2019 at 07:56 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 : gavinnewsom
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[158] https://twitter.com/gavinnewsom/status/1191032777463889920
[50] https://twitter.com/GavinNewsom/status/1191032777463889920
[12] https://twitter.com/654321Lady/status/1191189089736941568
[8] https://www.forbes.com/sites/chuckdevore/2019/02/25/wildfires-caused-by-bad-environmental-policy-are-causing-california-forests-to-be-net-co2-emitters/
[8] https://twitter.com/GavinNewsom/status/1128793791731646464
[8] https://twitter.com/KTLA/status/1191495016314630145
[7] https://twitter.com/metalfirez/status/1191257668020625408
[7] https://twitter.com/gavinnewsom/status/1191364209256230912
[7] https://twitter.com/GavinNewsom/status/1191364209256230912
[7] https://www.ktvu.com/news/trump-criticizes-newsom-threatens-to-cut-wildfire-aid

Top URLs in Tweet in G1:
[21] https://twitter.com/gavinnewsom/status/1191032777463889920
[8] https://www.forbes.com/sites/chuckdevore/2019/02/25/wildfires-caused-by-bad-environmental-policy-are-causing-california-forests-to-be-net-co2-emitters/
[8] https://twitter.com/KTLA/status/1191495016314630145
[7] https://www.ktvu.com/news/trump-criticizes-newsom-threatens-to-cut-wildfire-aid
[4] https://twitter.com/GavinNewsom/status/1191032777463889920
[4] https://www.breitbart.com/environment/2019/11/03/trump-slams-gavin-newsom-on-california-fires-get-your-act-together/?fbclid=IwAR38LfwFpGzt1xUnURMzvWlWA0WF6xfRM88hKXfIOGxI9-P9i0IPJ-u_VM0
[3] https://twitter.com/GavinNewsom/status/1190059261818064899
[3] https://losangeles.cbslocal.com/video/4204629-cleanup-crews-discover-propane-tanks-in-latest-sweep-of-sepulveda-basin/
[3] https://twitter.com/forestfirefacts/status/1189338627844792320
[2] https://twitter.com/miamijj48/status/1191502633049239553

Top URLs in Tweet in G2:
[4] https://twitter.com/ddale8/status/1191000603398483971
[2] https://twitter.com/IsraelUSAforevr/status/1190968283371048962?s=19
[2] https://www.reuters.com/article/us-usa-russia-trump-putin-wildfires/trump-offers-putin-help-with-siberian-wildfires-kremlin-idUSKCN1UQ2UC
[2] https://twitter.com/GavinNewsom/status/1191032777463889920
[2] https://www.change.org/p/recall-california-governor-gavin-newsom
[2] https://twitter.com/gavinnewsom/status/1191032777463889920
[1] https://www.rollcall.com/news/politics/trump-reiterates-falsehood-california-water-diversions
[1] https://twitter.com/stevehiltonx/status/1188192316747436032
[1] http://Dre.ca.gov
[1] http://dre.ca.gov/files/pdf/reb/rebfall_19.pdf

Top URLs in Tweet in G3:
[11] https://twitter.com/654321Lady/status/1191189089736941568
[6] https://www.youtube.com/watch?v=KCBS5EtszYI

[4] https://twitter.com/reubing/status/1191525310652731393
[3] https://twitter.com/conservamomusa/status/1191545035952709632
[2] https://twitter.com/gavinnewsom/status/1191032777463889920
[2] https://twitter.com/GavinNewsom/status/1191032777463889920
[2] https://www.gov.ca.gov/2019/10/02/governor-newsom-signs-bills-to-enhance-wildfire-mitigation-preparedness-and-response-efforts/
[1] https://www.infowars.com/get-your-act-together-trump-threatens-to-pull-federal-support-as-california-fires-rage/
[1] https://restoringamericanow.org/ranactionfund
[1] https://twitter.com/realDonaldTrump/status/1190995035703185408

Top URLs in Tweet in G4:
[4] https://twitter.com/gavinnewsom/status/1191032777463889920
[2] https://www.sandiegouniontribune.com/sdut-public-housing-immigrants-010109-2009jan01-story.html
[2] https://twitter.com/Lisallesatplay/status/1191532696406618112
[2] https://twitter.com/GavinNewsom/status/1191032777463889920
[1] https://twitter.com/GavinNewsom/status/1190059261818064899
[1] https://www.mercurynews.com/2019/10/25/editorial-gov-newsom-you-own-this-crisis-of-fires-and-outages/
[1] http://recallgavinnow.com/?sfns=mo&fbclid=IwAR1xq13vTZnnjNmzYaJLTQfcSD8TlE5Y8THctRiwwMACkFye0jYXX77c2kI
[1] https://www.youtube.com/watch?v=-VKzO7CnaEk&feature=youtu.be

[1] https://www.youtube.com/watch?v=EU_AtHkB4Ms&feature=youtu.be

[1] https://twitter.com/gregabbott_tx/status/1191043263010156544

Top URLs in Tweet in G5:
[52] https://twitter.com/gavinnewsom/status/1191032777463889920
[4] https://twitter.com/GavinNewsom/status/1191032777463889920
[1] https://twitter.com/metalfirez/status/1191257668020625408
[1] https://twitter.com/Lisallesatplay/status/1191532696406618112

Top URLs in Tweet in G6:
[2] https://twitter.com/nosodes/status/1191565388431028224
[2] https://twitter.com/gavinnewsom/status/1191032777463889920
[1] https://twitter.com/gavinnewsom/status/1191364209256230912
[1] https://twitter.com/tim_cook/status/1191359455352373248
[1] https://www.instagram.com/p/B4eUXgWgWlJ/?igshid=1grc1lkkxjrka
[1] https://twitter.com/GavinNewsom/status/1191418175914536961
[1] https://leginfo.legislature.ca.gov/faces/billTextClient.xhtml?bill_id=201720180SB901

Top URLs in Tweet in G7:
[7] https://twitter.com/gavinnewsom/status/1191032777463889920
[5] https://twitter.com/metalfirez/status/1191257668020625408
[1] https://twitter.com/mcosheriff/status/1191066944373346304
[1] https://twitter.com/realDonaldTrump/status/1190995035703185408
[1] https://twitter.com/politico/status/1191158158527488001
[1] https://twitter.com/Education4Libs/status/1191543222872559618
[1] https://twitter.com/CFedLV/status/1191549855719575553
[1] https://twitter.com/gavinnewsom/status/1191418175914536961

Top URLs in Tweet in G8:
[1] https://restoringamericanow.org/ranactionfund
[1] https://www.youtube.com/watch?v=RBLBAM-Vi3c&feature=youtu.be&list=PLKDa_2kFw3PN25DP_pK6LuqPOGdskVNf-


Top URLs in Tweet in G9:
[5] https://twitter.com/GavinNewsom/status/1128793791731646464
[2] https://twitter.com/gavinnewsom/status/1191032777463889920
[1] https://twitter.com/babyjoey3/status/1191525220336721921

Top URLs in Tweet in G10:
[1] https://www.nytimes.com/2013/11/17/health/in-demand-in-clinics-and-on-the-street-bupe-can-be-savior-or-menace.html
[1] https://www.painnewsnetwork.org/stories/2017/2/23/study-suboxone-usually-fails-to-stop-opioid-use
[1] https://www.in-pharmatechnologist.com/Article/2018/12/13/Indivior-succeeds-in-putting-Suboxone-generic-on-hold-again
[1] https://www.todayinlaw.com/2019/07/24/in-wake-of-1-4b-suboxone-payout-mental-health-watchdog-cchr-says-psychiatric-industry-cashing-in-on-opioid-crisis/
[1] https://twitter.com/gavinnewsom/status/1128793791731646464
[1] https://twitter.com/conservamomusa/status/1191545035952709632
[1] https://twitter.com/bradleywhitford/status/1191550764490969088

Top Domains
Top Domains in Tweet in Entire Graph:
[371] twitter.com
[31] youtube.com
[12] forbes.com
[8] ca.gov
[7] ktvu.com
[6] breitbart.com
[4] restoringamericanow.org
[4] medium.com
[4] ranaf.org
[4] cbslocal.com

Top Domains in Tweet in G1:
[76] twitter.com
[9] forbes.com
[9] youtube.com
[7] ktvu.com
[4] breitbart.com
[3] recallgavinnow.com
[3] cbslocal.com
[2] americanthinker.com
[2] ranaf.org
[1] nytimes.com

Top Domains in Tweet in G2:
[19] twitter.com
[3] youtube.com
[2] reuters.com
[2] ca.gov
[2] change.org
[1] rollcall.com
[1] clickbank.net
[1] tinyurl.com
[1] ranaf.org
[1] shareaholic.com

Top Domains in Tweet in G3:
[37] twitter.com
[9] youtube.com
[2] ca.gov
[1] infowars.com
[1] restoringamericanow.org
[1] cssrc.us
[1] recallnewsom.us
[1] abc10.com
[1] cbslocal.com
[1] kcra.com

Top Domains in Tweet in G4:
[11] twitter.com
[2] sandiegouniontribune.com
[2] youtube.com
[2] forbes.com
[1] mercurynews.com
[1] recallgavinnow.com
[1] fresnobee.com
[1] businessinsider.com
[1] ca.gov

Top Domains in Tweet in G5:
[58] twitter.com

Top Domains in Tweet in G6:
[7] twitter.com
[1] instagram.com
[1] ca.gov

Top Domains in Tweet in G7:
[18] twitter.com

Top Domains in Tweet in G8:
[1] restoringamericanow.org
[1] youtube.com

Top Domains in Tweet in G9:
[8] twitter.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] nytimes.com
[1] painnewsnetwork.org
[1] in-pharmatechnologist.com
[1] todayinlaw.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[78] recallgavinnewsom
[50] california
[33] gavinnewsom
[23] breaking
[23] recallnewsom
[22] trumpbooedagain
[19] trump
[16] climatechange
[14] rage
[14] chemicalweapons



Top Hashtags in Tweet in G1:
[36] recallgavinnewsom
[8] climatechange
[6] california
[6] disability
[5] environmentaldegradation
[3] democrat
[3] douchedad
[3] lookinthemirror
[3] maga
[2] voteblueyougetpoo

Top Hashtags in Tweet in G2:
[23] breaking
[22] trumpbooedagain
[9] trumpbooed
[6] californiawildfires
[6] recallgavinnewsom
[4] climatechange
[4] rakeamericagreatagain
[3] california
[3] recallnewsom
[3] trump

Top Hashtags in Tweet in G3:
[15] gavinnewsom
[12] trump
[12] rage
[12] california
[6] maga
[5] recallgavinnewsom
[4] ca
[3] sanfrancisco
[2] trump202
[2] trumpisthebest

Top Hashtags in Tweet in G4:
[17] recallgavinnewsom
[4] california
[3] liberalismisamentaldisorder
[3] donothingdemocrats
[2] climatechange
[2] climatecrisis
[2] factsmatter
[2] wakeupamerica
[2] walkaway
[2] propaganda

Top Hashtags in Tweet in G5:
[2] recallnewsom
[1] climatechangehoax
[1] california
[1] recallgavinnewsom

Top Hashtags in Tweet in G6:
[4] recallgavinnewsom
[3] medicareforall
[2] graydavis
[2] california
[2] demonazi
[1] riggedsystem
[1] democratsownedbydonors
[1] yellowvests
[1] climatechange
[1] environmentaldegradation

Top Hashtags in Tweet in G7:
[12] recallnewsom
[4] recallgavinnewsom
[3] recallgavinnow
[1] godbless
[1] trump
[1] rage
[1] gavinnewsom

Top Hashtags in Tweet in G8:
[2] recallgavinnewsom
[1] californiastrong
[1] respect
[1] californiafire
[1] dewfires
[1] dew
[1] tyranny
[1] metoo
[1] calfire
[1] silencethewhispers

Top Hashtags in Tweet in G9:
[14] chemicalweapons
[11] gangstalkingalert
[8] organophosphates
[6] santamonica
[6] gangstalking
[5] losangeles
[4] california
[3] sos
[3] protectandserve
[2] gangstalker

Top Hashtags in Tweet in G10:
[2] californiawildfires
[2] california

Top Words
Top Words in Tweet in Entire Graph:
[2433] Words in Sentiment List#1: Positive
[4244] Words in Sentiment List#2: Negative
[140] Words in Sentiment List#3: Angry/Violent
[111899] Non-categorized Words
[118578] Total Words
[4609] gavinnewsom
[1852] titanic
[1822] california
[1542] s
[1305] realdonaldtrump

Top Words in Tweet in G1:
[1907] gavinnewsom
[1728] titanic
[992] california
[974] education4libs
[957] s
[886] hey
[863] difference
[863] between
[863] lights
[862] sank

Top Words in Tweet in G2:
[1148] gavinnewsom
[1083] realdonaldtrump
[322] california
[296] forest
[225] governor
[200] management
[198] day
[197] job
[195] first
[192] done

Top Words in Tweet in G3:
[491] gavinnewsom
[250] kamalaharris
[176] s
[166] climate
[126] fixing
[126] leaves
[123] raking
[123] crisis
[123] phone
[122] effective

Top Words in Tweet in G4:
[400] gavinnewsom
[70] climate
[65] change
[51] believe
[50] s
[47] t
[47] vamelmt
[46] trump
[46] davidmweissman
[41] california

Top Words in Tweet in G5:
[142] excused
[130] california
[108] governor
[107] atensnut
[101] hopefully
[101] soon
[101] ll
[101] being
[101] begin
[101] period

Top Words in Tweet in G6:
[124] gavinnewsom
[108] s
[96] gavin
[93] newsom
[92] democrats
[92] even
[90] here
[90] daily
[90] reminder
[88] med4all

Top Words in Tweet in G7:
[105] gavinnewsom
[91] california
[65] buttertuppie
[59] noble_weiss
[57] s
[50] newsom
[49] change
[47] climate
[43] good
[42] rest

Top Words in Tweet in G8:
[24] gavinnewsom
[19] cagop
[17] ca_dem
[16] thehill
[15] schwarzenegger
[9] ca
[8] liz_marie_7
[8] winds
[8] u
[7] realdonaldtrump

Top Words in Tweet in G9:
[41] gavinnewsom
[22] california
[21] robertjohndavi
[18] gavin
[17] agent
[17] chaos
[17] turning
[17] shithole
[17] people
[17] talk

Top Words in Tweet in G10:
[29] gavinnewsom
[25] cnn
[16] tericottone
[16] jlrmackay
[16] keesaroo
[15] dis_roger
[14] jdserrano1976
[13] night_harbinger
[13] cathy_kean
[13] danlairdmd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[960] gavinnewsom,s
[933] hey,gavinnewsom
[925] s,difference
[925] difference,between
[924] titanic,lights
[924] lights,sank
[923] between,california
[923] california,titanic
[923] titanic,titanic
[920] education4libs,hey

Top Word Pairs in Tweet in G1:
[872] hey,gavinnewsom
[871] gavinnewsom,s
[862] s,difference
[862] difference,between
[862] between,california
[862] california,titanic
[862] titanic,titanic
[862] titanic,lights
[862] lights,sank
[859] education4libs,hey

Top Word Pairs in Tweet in G2:
[863] realdonaldtrump,gavinnewsom
[197] forest,management
[188] governor,california
[188] terrible,job
[185] california,gavinnewsom
[185] gavinnewsom,done
[185] done,terrible
[185] job,forest
[183] management,told
[183] told,first

Top Word Pairs in Tweet in G3:
[123] climate,crisis
[122] raking,leaves
[122] fixing,tweets
[121] leaves,effective
[121] effective,combatting
[121] combatting,climate
[121] crisis,phone
[121] phone,s
[121] s,spellcheck
[121] spellcheck,fixing

Top Word Pairs in Tweet in G4:
[59] climate,change
[47] gavinnewsom,vamelmt
[46] davidmweissman,gavinnewsom
[35] realkiradavis,gavinnewsom
[26] gavinnewsom,believe
[25] christiec733,gavinnewsom
[23] clearing,dead
[22] controlled,burns
[21] believe,clearing
[21] dead,brush

Top Word Pairs in Tweet in G5:
[105] governor,california
[101] hopefully,soon
[101] soon,ll
[101] ll,excused
[101] excused,being
[101] being,governor
[101] california,begin
[101] begin,period
[101] period,recovery
[101] recovery,due

Top Word Pairs in Tweet in G6:
[92] gavin,newsom
[90] daily,reminder
[89] here,s
[89] s,daily
[88] reminder,gavin
[86] newsom,democrats
[86] democrats,keeping
[86] keeping,poor
[86] poor,broke
[86] broke,refusing

Top Word Pairs in Tweet in G7:
[46] climate,change
[41] californian,good
[41] good,rest
[41] rest,nation
[41] nation,held
[41] held,financially
[41] financially,responsible
[41] responsible,destruction
[40] newsom,arrogance
[40] arrogance,ignorance

Top Word Pairs in Tweet in G8:
[15] thehill,gavinnewsom
[15] gavinnewsom,ca_dem
[15] ca_dem,cagop
[15] cagop,schwarzenegger
[8] liz_marie_7,thehill
[7] santa,ana
[7] ana,winds
[7] bkohatl,thehill
[5] senmcsallyaz,shuttlecdrkelly
[5] shuttlecdrkelly,azdemparty

Top Word Pairs in Tweet in G9:
[17] agent,chaos
[17] chaos,gavinnewsom
[17] gavinnewsom,california
[17] california,turning
[17] turning,shithole
[17] shithole,people
[17] people,talk
[17] talk,frightened
[16] robertjohndavi,agent
[16] frightened,gavin

Top Word Pairs in Tweet in G10:
[15] jlrmackay,keesaroo
[14] keesaroo,jdserrano1976
[14] jdserrano1976,dis_roger
[13] tericottone,night_harbinger
[13] night_harbinger,jlrmackay
[12] grumpylibgrunt,tericottone
[12] dis_roger,fightpaindaily
[12] fightpaindaily,process_x
[12] process_x,wlkthlne
[12] wlkthlne,diabeteseyedoc

Top Replied-To
Top Replied-To in Entire Graph:
@gavinnewsom
@realdonaldtrump
@education4libs
@kamalaharris
@guiltyhonkey
@davidmweissman
@tedlieu
@saharaviolet
@momt14theresa
@coachscalese

Top Replied-To in G1:
@gavinnewsom
@education4libs
@guiltyhonkey
@ktvu
@jayinslee
@therealjohnhcox
@ktla
@justjanedoee
@ddwiese
@realdonaldtrump

Top Replied-To in G2:
@realdonaldtrump
@gavinnewsom
@momt14theresa
@itsjefftiedrich
@nelsonwendella
@real_defender
@jules_in_love
@scottpresler
@fauxdea
@celticlion1977

Top Replied-To in G3:
@gavinnewsom
@kamalaharris
@tedlieu
@saharaviolet
@realdonaldtrump
@coachscalese
@raycheltania
@donhatesamerica
@itswebgeekme
@mrsolsonsays

Top Replied-To in G4:
@gavinnewsom
@davidmweissman
@kittywhisperer7
@hoosiers1986
@joyce_lavallee
@bonnieodell12
@julieanne117
@saharaviolet
@realkiradavis
@bluedotdoc

Top Replied-To in G5:
@gavinnewsom
@education4libs
@miamijj48
@savtherepublic
@royal____rebel
@winyanstaz
@mbdunningkruger
@karmatrumps
@hisreason7

Top Replied-To in G6:
@gavinnewsom
@jali_cat
@no_silenced
@raymond10449530
@midwestnorth
@oann
@realerincruz
@aroseisarose2
@marcogutierrez
@dontkillbabies2

Top Replied-To in G7:
@gavinnewsom
@buttertuppie
@tammylynnmiddl1
@education4libs
@cfedlv
@noble_weiss
@diehard45r
@guiltyhonkey
@yvettes36105
@kamalaharris

Top Replied-To in G8:
@liz_marie_7
@bkohatl
@satanisaloser
@realdonaldtrump
@millanpatterson
@klinechris3
@gavinnewsom
@tedlieu

Top Replied-To in G9:
@cyndikelley1
@laurargideon
@jamesokeefeiii
@robertjohndavi
@santamonicapd
@nbcla
@abc7
@potus
@jennycohn1

Top Replied-To in G10:
@heatherlinda11
@andr0idcurly
@painwarriorteam
@miketho41008081
@tericottone
@2a4ca1
@grumpylibgrunt
@kogfootball
@gavinnewsom
@msnbc

Top Mentioned
Top Mentioned in Entire Graph:
@gavinnewsom
@realdonaldtrump
@education4libs
@kamalaharris
@gavi
@atensnut
@speakerpelosi
@jimmy_dore
@scottpresler
@noble_weiss

Top Mentioned in G1:
@gavinnewsom
@education4libs
@guiltyhonkey
@ddwiese
@adamhousley
@realdonaldtrump
@mayorofla
@jayinslee
@r3thorns
@therealjohnhcox

Top Mentioned in G2:
@gavinnewsom
@realdonaldtrump
@scottpresler
@real_defender
@itsjefftiedrich
@nelsonwendella
@momt14theresa
@santainc
@georgia_boy1421
@punmasterflash

Top Mentioned in G3:
@gavinnewsom
@kamalaharris
@gavi
@speakerpelosi
@realdonaldtrump
@potus
@repmaxinewaters
@raycheltania
@saharaviolet
@senkamalaharris

Top Mentioned in G4:
@gavinnewsom
@vamelmt
@realkiradavis
@davidmweissman
@christiec733
@bluedotdoc
@hoosiers1986
@realdonaldtrump
@pfitz7
@therightmelissa

Top Mentioned in G5:
@atensnut
@gavinnewsom
@raging_red
@hisreason7
@savtherepublic
@education4libs
@kristyswansonxo
@realdonaldtrump
@speakerpelosi
@gkeile

Top Mentioned in G6:
@gavinnewsom
@jimmy_dore
@gop
@realdonaldtrump
@jali_cat
@marcogutierrez
@pge4me
@realerincruz
@apple
@williamlharbuck

Top Mentioned in G7:
@gavinnewsom
@noble_weiss
@buttertuppie
@gav
@diehard45r
@annieb3___
@education4libs
@tammylynnmiddl1
@superyayadize
@ron4california

Top Mentioned in G8:
@gavinnewsom
@cagop
@ca_dem
@thehill
@schwarzenegger
@senmcsallyaz
@shuttlecdrkelly
@azdemparty
@realdonaldtrump
@potus

Top Mentioned in G9:
@gavinnewsom
@robertjohndavi
@gavin
@fbilosangeles
@santamonicapd
@smgaschambers
@smmirror
@ericgarcetti
@lacrimes
@education4libs

Top Mentioned in G10:
@gavinnewsom
@cnn
@jlrmackay
@keesaroo
@dis_roger
@tericottone
@jdserrano1976
@night_harbinger
@cathy_kean
@danlairdmd

Top Tweeters
Top Tweeters in Entire Graph:
@immoralreport
@housecracka
@twitlertwit
@drdaveanddee
@lynn_weiser
@9975ts
@thehill
@lauracgilleslil
@chug_soylent
@indianexpress

Top Tweeters in G1:
@housecracka
@chug_soylent
@usalivestrong
@tammywalt61
@inabsentia9
@peggyruppe
@skyjones55
@joeyyeo13
@openletterbot
@vivianmtl

Top Tweeters in G2:
@9975ts
@benstancliff
@mmarty1230
@bistycsross
@blanken01
@bkaysac
@mjohnso27
@nytimes
@berlinsandra78
@elianatrue

Top Tweeters in G3:
@shoutgracegrace
@ronthornton
@shirleyringuet5
@k1erry
@pixiedust5135
@pgutierrez630
@comfortablysmug
@zeusfanhouse
@steph93065
@tmb3000

Top Tweeters in G4:
@immoralreport
@blisstabitha
@craybo23
@riwired
@kafostersowell
@kbari12
@laurelcatherine
@joehos18
@_proud_american
@verona83

Top Tweeters in G5:
@lauracgilleslil
@laridor1
@vetapologist
@winyanstaz
@rafat777
@rebeccafaussett
@sudischuricht
@pennyhicks13
@louis3288
@mannreagan

Top Tweeters in G6:
@twitlertwit
@drdaveanddee
@b1e56df9ce6549f
@mastaofmp3s
@williamlharbuck
@jali_cat
@nbcbayarea
@dihoppy
@realerincruz
@anonomouse1981

Top Tweeters in G7:
@lynn_weiser
@helloteamtrump
@superyayadize
@wavetossed
@maryfass3
@faithfultotrump
@dorimuetz
@cq2101
@beverlyconserv1
@eoleinberger

Top Tweeters in G8:
@thehill
@bostonglobe
@washingtonpost
@wsj
@tmz
@reason2sense
@mediumgrace
@bkohatl
@johnlegere
@wikileaks

Top Tweeters in G9:
@lovetogive2
@nbcla
@ap
@abc7
@jaketapper
@mehdirhasan
@rjonas979
@diane_1024
@waldene
@jaynemachacek

Top Tweeters in G10:
@cnn
@msnbc
@deeenst
@bameado1
@pamelakarnbach
@spicypurritos
@angelsgal02
@pbs
@ghostingeek
@rosesdaughter61