gavinnewsom, Twitter, 11/24/2021 11:57:36 PM, 266934


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gavinnewsom_2021-11-24_06-24-01.xlsx
gavinnewsom_2021-11-24_06-24-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 24, 2021
Short Description:
gavinnewsom via NodeXL https://bit.ly/3cL6HBN
@gavinnewsom
@cheechleaks
@millanpatterson
@thestudmoviedj
@handelsmessiah1
@moctar_mbaye
@tlr_tamara77
@nitrini1950
@zedrick19556422
@eunicee62945638

Top hashtags:
#california
#gavinnewsom
#stopicetransfers
#rooftopsolar

Description:
Description
The graph represents a network of 6,724 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 Wednesday, 24 November 2021 at 14:30 UTC.

The requested start date was Wednesday, 24 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 5-hour, 23-minute period from Sunday, 21 November 2021 at 19:36 UTC to Wednesday, 24 November 2021 at 01:00 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 : 6724
Unique Edges : 9412
Edges With Duplicates : 11687
Total Edges : 21099
Number of Edge Types : 5
Tweet : 301
Replies to : 4789
Mentions : 9389
Retweet : 2010
MentionsInRetweet : 4610
Self-Loops : 359
Reciprocated Vertex Pair Ratio : 0.0151573737529967
Reciprocated Edge Ratio : 0.0298621162489525
Connected Components : 239
Single-Vertex Connected Components : 199
Maximum Vertices in a Connected Component : 6425
Maximum Edges in a Connected Component : 20738
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.63795
Graph Density : 0.000290385327858242
Modularity : 0.402667
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,724 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 Wednesday, 24 November 2021 at 14:30 UTC.

The requested start date was Wednesday, 24 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 5-hour, 23-minute period from Sunday, 21 November 2021 at 19:36 UTC to Wednesday, 24 November 2021 at 01:00 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".

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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[105] https://twitter.com/gavinnewsom/status/1462529364449394694
[103] https://twitter.com/GavinNewsom/status/1462529364449394694
[21] https://twitter.com/GavinNewsom/status/1461769436952551425
[20] https://twitter.com/gavinnewsom/status/1461769436952551425
[10] https://www.change.org/freemarisela
[7] https://rumble.com/vpnkxz-realmightyjoe-show-112221-richieleaks-part-2-interview-with-richie-albertin.html
[7] https://twitter.com/CheechLeaks/status/1462113628996386823?t=D4o1EX_dS9kQLZFEhOwXoQ&s=19
[6] https://www.gov.ca.gov/wp-content/uploads/2021/11/2021-Alzheimers-Disease-Awareness-Month.pdf
[6] https://twitter.com/abc7newsbayarea/status/1462954066804359169
[5] https://docs.google.com/document/d/12AFAa-EA-hGptBuTvbxHaYHBCS-2X9-DhiXYxCbjDXI/edit

Top URLs in Tweet in G1:
[10] https://www.change.org/freemarisela
[6] https://www.gov.ca.gov/wp-content/uploads/2021/11/2021-Alzheimers-Disease-Awareness-Month.pdf
[5] https://twitter.com/GavinNewsom/status/1462529364449394694
[4] https://twitter.com/abc7newsbayarea/status/1462954066804359169
[4] https://twitter.com/gavinnewsom/status/1462529364449394694
[3] https://www.cnn.com/2021/11/19/health/covid-vaccine-boosters-fda-cdc/index.html
[3] https://twitter.com/disclosetv/status/1463182324321996804
[3] https://twitter.com/gavinnewsom/status/1461769436952551425
[3] https://twitter.com/govrondesantis/status/1462837776181874701
[2] https://twitter.com/crismiller12/status/1463188672627585028

Top URLs in Tweet in G2:
[7] https://twitter.com/gavinnewsom/status/1462529364449394694
[3] https://americanfaith.com/company-who-owns-all-mainstream-media-covid-vax-manufacturers-approaches-10-trillion-in-assets/
[3] https://twitter.com/Free_World_News/status/1462524690761723913?t=6YMhjFmhMEXOr_Cz0k5pAw&s=19
[3] https://abcnews.go.com/US/wireStory/college-professor-charged-setting-california-fires-81264091
[2] https://twitter.com/GavinNewsom/status/1461769436952551425
[2] https://twitter.com/GavinNewsom/status/1461784029162885128
[2] https://twitter.com/gavinnewsom/status/1462163482275577857
[2] https://govapps.gov.ca.gov/gov40mail/
[2] https://www.forbes.com/sites/brucelee/2021/06/26/cdc-4115-fully-vaccinated-have-been-hospitalized-or-died-with-breakthrough-covid-19-infections/?sh=b03df586993e
[2] https://www.usatoday.com/story/news/factcheck/2021/11/19/fact-check-doctored-video-falsifies-vp-harris-comments-vaccine/6384375001/

Top URLs in Tweet in G3:
[2] https://twitter.com/AndrewPollackFL/status/1463163554807300110
[2] https://twitter.com/GavinNewsom/status/1461137912293064705
[2] https://www.sanluisobispo.com/news/local/news-columns-blogs/photos-from-the-vault/article255929111.html?s=09
[2] https://www.youtube.com/watch?v=7Sc8VqvGdSk&feature=youtu.be
[2] https://twitter.com/blockworks_/status/1462396001592004615
[2] https://twitter.com/JodiHernandezTV/status/1462284757434175488
[1] https://www.abc10.com/article/news/politics/governor-gavin-newsom-truck-weight-limit-increased/103-06fa47ad-ca6c-4cdd-9727-6c7426c5446b
[1] https://www.foxnews.com/us/california-early-release-inmates
[1] https://twitter.com/i/web/status/1462945483601547267
[1] https://twitter.com/i/web/status/1462819382267027463

Top URLs in Tweet in G4:
[3] https://twitter.com/dionlimtv/status/1462682241897693184
[3] https://news7tamil.live/
[2] https://twitter.com/MrAndyNgo/status/1462462393376813057
[2] https://twitter.com/DionLimTV/status/1462929762062454787
[2] https://www.linkedin.com/posts/jbreyes777_contact-us-the-white-house-activity-6855885052069449729-b4hy
[1] https://twitter.com/melaniewoodrow/status/1463298275340001281?s=21
[1] https://twitter.com/i/web/status/1462984208448573444
[1] https://calmatters.org/newsletters/whatmatters/2021/11/california-covid-state-of-emergency/
[1] https://www.nationalreview.com/podcasts/national-reviews-radio-free-california-podcast/episode-200-mobbery-in-san-francisco/
[1] https://twitter.com/sfnewsreel/status/1462220689209901058

Top URLs in Tweet in G5:
[4] https://twitter.com/gavinnewsom/status/1462529364449394694
[3] https://twitter.com/GeorgeFareed2/status/1461200363013345282?s=20
[1] https://twitter.com/i/web/status/1463033185915211778
[1] https://twitter.com/i/web/status/1463034050751336459
[1] https://twitter.com/i/web/status/1462628504659324938
[1] https://twitter.com/i/web/status/1462629136141221891
[1] https://www.latimes.com/california/story/2021-11-17/california-medical-board-member-calls-out-his-colleagues
[1] https://twitter.com/ptSAFETYleague/status/1463224080568500226
[1] https://twitter.com/i/web/status/1462633059493158914
[1] https://twitter.com/i/web/status/1462604342406508546

Top URLs in Tweet in G6:
[2] https://twitter.com/GavinNewsom/status/1461769436952551425?t=CAgwLXPelaZEoo6E-J4CRQ&s=19
[1] https://twitter.com/nancytracker/status/1462978788053204992
[1] https://twitter.com/charlesbrew/status/1463116657426055169
[1] https://twitter.com/disclosetv/status/1463182324321996804
[1] https://energy.stanford.edu/publications/assessment-diablo-canyon-nuclear-plant-zero-carbon-electricity-desalination-and
[1] https://news.yahoo.com/op-ed-california-needs-keep-110551497.html
[1] https://twitter.com/JennyChachan/status/1428774094145613826
[1] https://twitter.com/DrewHLive/status/1463188853796134920
[1] https://twitter.com/time/status/1463096992192733184
[1] https://twitter.com/_citizen_se7en/status/1462598624702091272

Top URLs in Tweet in G7:
[78] https://twitter.com/GavinNewsom/status/1462529364449394694
[75] https://twitter.com/gavinnewsom/status/1462529364449394694
[8] https://twitter.com/gavinnewsom/status/1461769436952551425
[3] https://twitter.com/GavinNewsom/status/1461769436952551425
[2] https://twitter.com/gavinnewsom/status/1462163482275577857
[2] https://twitter.com/GavinNewsom/status/1461784029162885128
[2] http://ws-jp.co.jp/2021/01/12/world-9/
[1] https://www.dailymail.co.uk/news/article-10226929/Gang-80-thieves-ransacks-California-Nordstrom-store-organized-raid-lasted-just-one-minute.html
[1] http://www.beesvax.org
[1] https://twitter.com/JodiHernandezTV/status/1462305372924903429

Top URLs in Tweet in G8:
[5] https://www.breitbart.com/politics/2020/09/13/gov-gavin-newsom-signs-bill-reducing-penalties-for-sodomy-with-minors/
[3] https://twitter.com/GavinNewsom/status/1462529364449394694
[2] Https://news.yahoo.com/newsom-signs-bills-allowing-children-171900404.html
[2] https://news.yahoo.com/gavin-newsom-invites-worlds-homeless-110000209.html
[1] https://calmatters.org/health/2021/11/medical-supplies-shortage-california/?utm_source=CalMatters+Newsletters&utm_campaign=963dc308ab-WHATMATTERS&utm_medium=email&utm_term=0_faa7be558d-963dc308ab-151353260&mc_cid=963dc308ab&mc_eid=550cdde777
[1] https://twitter.com/i/web/status/1461862142873796608
[1] https://ktla.com/news/local-news/flash-mob-strikes-in-smash-and-grab-theft-at-nordstrom-department-store-in-the-grove/
[1] https://twitter.com/i/web/status/1462891326991523841
[1] https://twitter.com/i/web/status/1462995863328870400
[1] https://twitter.com/nextlamayor/status/1462988223978766339

Top URLs in Tweet in G9:
[7] https://rumble.com/vpnkxz-realmightyjoe-show-112221-richieleaks-part-2-interview-with-richie-albertin.html
[7] https://twitter.com/CheechLeaks/status/1462113628996386823?t=D4o1EX_dS9kQLZFEhOwXoQ&s=19
[1] https://twitter.com/wendyfromla/status/1463248956062789636
[1] https://twitter.com/HowTheWestWS/status/1456075408336515076
[1] https://twitter.com/i/web/status/1462594207139336194
[1] https://twitter.com/i/web/status/1462593810127417346

Top URLs in Tweet in G10:
[4] https://docs.google.com/document/d/12AFAa-EA-hGptBuTvbxHaYHBCS-2X9-DhiXYxCbjDXI/edit
[2] https://www.change.org/p/governor-gavin-newsom-pardon-for-marisela-andrade?utm_content=cl_sharecopy_30936496_en-US%3A7&recruited_by_id=268d0150-3c53-11ec-9ca1-9902a73876e3&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_initial
[1] https://www.change.org/p/governor-gavin-newsom-pardon-for-marisela-andrade?recruiter=669309&recruited_by_id=7680eaa0-cf79-012f-0cc8-4040b09128dc&utm_source=share_petition&utm_medium=copylink&utm_campaign=petition_dashboard
[1] https://twitter.com/i/web/status/1462894996793663491
[1] https://twitter.com/i/web/status/1462895810429919233
[1] https://laopinion.com/2021/11/19/sobreviviente-de-violencia-domestica-encarcelada-suplica-que-no-la-entreguen-al-ice/
[1] https://twitter.com/lizzieadavis/status/1463283042538045440
[1] https://twitter.com/i/web/status/1462936538220695559
[1] https://www.latimes.com/california/story/2021-11-04/newsom-guards-challenge-vaccine-mandates-at-prisons
[1] https://twitter.com/c_c_w_p/status/1460312590404317185

Top Domains
Top Domains in Tweet in Entire Graph:
[1441] twitter.com
[18] youtube.com
[16] change.org
[13] ca.gov
[12] yahoo.com
[8] abc7news.com
[7] google.com
[7] foxnews.com
[7] rumble.com
[6] breitbart.com

Top Domains in Tweet in G1:
[316] twitter.com
[11] change.org
[8] youtube.com
[6] ca.gov
[6] univision.com
[5] yahoo.com
[4] abc7news.com
[4] substack.com
[3] cnn.com
[3] foxnews.com

Top Domains in Tweet in G2:
[218] twitter.com
[4] ca.gov
[3] americanfaith.com
[3] go.com
[2] calmatters.org
[2] forbes.com
[2] usatoday.com
[2] youtube.com
[2] thecardiologyadvisor.com
[1] sfchronicle.com

Top Domains in Tweet in G3:
[137] twitter.com
[4] youtube.com
[3] foxnews.com
[3] nypost.com
[2] sanluisobispo.com
[1] abc10.com
[1] up.no
[1] shrm.org
[1] nbcsandiego.com
[1] facebook.com

Top Domains in Tweet in G4:
[133] twitter.com
[3] news7tamil.live
[2] youtube.com
[2] linkedin.com
[2] abc7news.com
[1] calmatters.org
[1] nationalreview.com
[1] tiktok.com
[1] ca.gov
[1] wikipedia.org

Top Domains in Tweet in G5:
[148] twitter.com
[1] latimes.com
[1] nbcnews.com
[1] 10news.com
[1] google.com
[1] co.uk
[1] nih.gov
[1] brighteon.com
[1] tampabay.com
[1] bite.me

Top Domains in Tweet in G6:
[34] twitter.com
[1] stanford.edu
[1] yahoo.com
[1] kron4.com
[1] instagram.com

Top Domains in Tweet in G7:
[186] twitter.com
[2] co.jp
[1] co.uk
[1] beesvax.org
[1] edairynews.com
[1] theepochtimes.com
[1] fastly.net
[1] fuck.off
[1] gvwire.com
[1] apnews.com

Top Domains in Tweet in G8:
[32] twitter.com
[5] breitbart.com
[4] yahoo.com
[1] calmatters.org
[1] ktla.com
[1] co.uk

Top Domains in Tweet in G9:
[11] twitter.com
[7] rumble.com

Top Domains in Tweet in G10:
[6] twitter.com
[4] change.org
[4] google.com
[1] laopinion.com
[1] latimes.com
[1] csusm.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[96] california
[73] gavinnewsom
[23] stopicetransfers
[23] rooftopsolar
[21] freemarisela
[18] stopice
[16] mybodymychoice
[16] ab5
[15] homenotheartbreak
[13] safetyfirstcalifornia



Top Hashtags in Tweet in G1:
[32] california
[12] mybodymychoice
[11] freemarisela
[6] lausd
[6] vaccine
[6] withoutus
[6] stfu
[5] stopice
[4] covid19
[4] fgn

Top Hashtags in Tweet in G2:
[10] gavinnewsom
[3] novaccinemandates
[2] unmaskourkids
[2] mybodymychoice
[1] rivercomplexfire
[1] boostifyouwant
[1] progressivism
[1] howtheleftislosingme
[1] stateofemergency
[1] wearethenormalones

Top Hashtags in Tweet in G3:
[15] california
[15] ab5
[8] repealab5
[7] bitcoin
[5] vetsrising
[4] florida
[4] riseabove
[4] save2020
[4] caab5
[3] pelosi

Top Hashtags in Tweet in G4:
[18] gavinnewsom
[16] california
[13] safetyfirstcalifornia
[12] safetyfirstca
[12] outofcontrolcrimeca
[5] sanfrancisco
[4] recall
[3] recallchesa
[3] mexico
[3] crime

Top Hashtags in Tweet in G5:
[3] honk
[2] sanfrancisco
[1] scripps
[1] holdtheline
[1] california
[1] mybodymychoice
[1] deathbyremdesivir
[1] bellspalsy

Top Hashtags in Tweet in G6:
[6] california
[4] diablocanyon
[2] reliablecarbonfree
[2] nuclearplant
[1] florida
[1] woketarians
[1] stupidpoliticians
[1] themsmisajoke
[1] thc
[1] cbd

Top Hashtags in Tweet in G7:
[27] gavinnewsom
[12] california
[3] news
[3] philanderer
[2] getyourbooster
[2] covid19
[2] getvaccinated
[2] vaccines
[2] crime
[2] politics

Top Hashtags in Tweet in G8:
[5] recallgavinnewsom
[4] california
[3] mexico
[3] worstgovenor
[2] cadeservesbetter
[2] frenchlaundry
[2] letsgogavin
[1] cadem
[1] dictator
[1] liar

Top Hashtags in Tweet in G9:
[7] letsgobrian
[7] whistleblower
[7] richieleak
[2] gavinnewsom
[1] fresno

Top Hashtags in Tweet in G10:
[23] stopicetransfers
[15] homenotheartbreak
[13] stopice
[10] freemarisela
[7] visionact
[4] freeallsurvivors
[2] csusm
[2] freetomiekia
[1] closecaprisons
[1] survivedandpunished

Top Words
Top Words in Tweet in Entire Graph:
[6828] gavinnewsom
[580] california
[552] state
[479] cagovernor
[437] people
[365] governor
[364] jensiebelnewsom
[348] emily_hoeven
[308] potus
[307] emergency

Top Words in Tweet in G1:
[2300] gavinnewsom
[120] one
[116] california
[110] today
[110] state
[107] emergency
[105] people
[93] governor
[88] day
[84] man

Top Words in Tweet in G2:
[1317] gavinnewsom
[355] cagovernor
[318] emily_hoeven
[303] jensiebelnewsom
[262] state
[213] mexico
[138] california
[137] vacation
[134] emergency
[102] governor

Top Words in Tweet in G3:
[573] gavinnewsom
[251] potus
[152] nycmayor
[152] sarahbeth345
[118] another
[113] lots
[112] wisconsin
[111] umm
[111] paging
[111] incident

Top Words in Tweet in G4:
[620] gavinnewsom
[116] chesaboudin
[83] california
[78] state
[64] themarinatimes
[59] londonbreed
[57] governor
[56] people
[47] ca
[46] emergency

Top Words in Tweet in G5:
[991] gavinnewsom
[117] mommagetsstoned
[63] booster
[58] suziwalshsuther
[54] tuky1977
[50] jodiehmoss
[49] people
[47] thevillagerabbi
[47] mominnocal
[44] kenwblair

Top Words in Tweet in G6:
[96] gavinnewsom
[24] oregongovbrown
[18] govkathyhochul
[16] govrondesantis
[14] jayinslee
[13] indiancountry
[13] naacp
[12] govinslee
[12] nationalmedassn
[12] lmsanational

Top Words in Tweet in G7:
[27] #gavinnewsom
[16] mine
[15] booster
[15] done
[12] #california
[11] california
[9] fuck
[9] newsom
[8] gavin
[8] state

Top Words in Tweet in G8:
[148] millanpatterson
[135] gavinnewsom
[102] california
[92] unemployment
[85] highest
[85] once
[85] again
[84] tied
[84] rate
[83] states

Top Words in Tweet in G9:
[15] gavinnewsom
[8] fbilosangeles
[8] nitrini1950
[8] sincityattorney
[8] rudytanzi
[8] vrsvirginia
[8] artisticblower
[7] speakerpelosi
[7] #letsgobrian
[7] whistle

Top Words in Tweet in G10:
[185] binh
[152] ice
[138] gavinnewsom
[129] marisela
[94] andrade
[89] before
[77] vo
[72] cdcr
[59] pardon
[56] holidays

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[271] cagovernor,gavinnewsom
[245] emily_hoeven,gavinnewsom
[245] gavinnewsom,jensiebelnewsom
[183] potus,gavinnewsom
[168] state,emergency
[165] gavinnewsom,nycmayor
[147] governor,gavinnewsom
[123] umm,paging
[123] paging,potus
[123] nycmayor,lots

Top Word Pairs in Tweet in G1:
[83] emergency,powers
[76] today,november
[76] day,gavinnewsom
[76] gavinnewsom,emergency
[75] one,man
[75] man,rule
[75] rule,worst
[74] powers,one
[73] susan67362939,today
[72] worst,gove

Top Word Pairs in Tweet in G2:
[224] gavinnewsom,jensiebelnewsom
[221] emily_hoeven,gavinnewsom
[210] cagovernor,gavinnewsom
[111] state,emergency
[66] jeremybwhite,gavinnewsom
[66] gavinnewsom,left
[65] left,state
[62] elex_michaelson,gavinnewsom
[59] boosters,everyone
[59] everyone,18

Top Word Pairs in Tweet in G3:
[163] potus,gavinnewsom
[149] gavinnewsom,nycmayor
[111] sarahbeth345,umm
[111] umm,paging
[111] paging,potus
[111] nycmayor,lots
[111] lots,another
[111] another,incident
[111] incident,wisconsin
[111] wisconsin,weeke

Top Word Pairs in Tweet in G4:
[58] themarinatimes,gavinnewsom
[41] gavinnewsom,chesaboudin
[27] gavinnewsom,videotaped
[27] videotaped,laughing
[27] laughing,high
[27] high,fiving
[27] fiving,chesaboudin
[27] chesaboudin,phone
[27] phone,bank
[27] bank,know

Top Word Pairs in Tweet in G5:
[111] mommagetsstoned,gavinnewsom
[54] tuky1977,gavinnewsom
[46] thevillagerabbi,gavinnewsom
[44] kenwblair,gavinnewsom
[43] suziwalshsuther,gavinnewsom
[42] liam323,gavinnewsom
[40] jodiehmoss,tuky1977
[37] sally_ann_cole,gavinnewsom
[35] susanashcraft,kenwblair
[32] hoodyx,gavinnewsom

Top Word Pairs in Tweet in G6:
[15] oregongovbrown,gavinnewsom
[8] lmsanational,indiancountry
[7] govinslee,oregongovbrown
[7] axios,naacp
[7] naacp,nationalmedassn
[7] nationalmedassn,lmsanational
[7] indiancountry,jayinslee
[7] jayinslee,oregongovbrown
[7] gavinnewsom,govmurphy
[6] stevesisolak,governorlittle

Top Word Pairs in Tweet in G7:
[3] fuck,yourself
[3] self,defense
[3] gavin,newsom
[3] meantime,dictating
[3] dictating,deputy
[3] deputy,chief
[3] chief,staff
[3] staff,#gavinnewsom
[3] #gavinnewsom,#philanderer
[2] kiss,ass

Top Word Pairs in Tweet in G8:
[84] california,tied
[84] tied,highest
[84] highest,unemployment
[84] unemployment,rate
[82] once,again
[82] again,california
[82] rate,nation
[82] nation,ranks
[82] ranks,42nd
[82] 42nd,states

Top Word Pairs in Tweet in G9:
[7] #letsgobrian,whistle
[7] whistle,blower
[7] blower,follow
[7] follow,#whistleblower
[7] #whistleblower,#richieleak
[7] gadthefly,sincityattorney
[7] vrsvirginia,rudytanzi
[7] rudytanzi,deepakchopra
[7] deepakchopra,adam_waldman
[7] shoffenberg,shaunattwood

Top Word Pairs in Tweet in G10:
[94] marisela,andrade
[77] binh,vo
[55] before,holidays
[53] right,before
[47] ice,binh
[42] 000,people
[38] nearly,12
[38] 12,000
[36] governor,gavinnewsom
[33] reunion,binh

Top Replied-To
Top Replied-To in Entire Graph:
@gavinnewsom
@cagovernor
@emily_hoeven
@mommagetsstoned
@jodiehmoss
@sarahbeth345
@elex_michaelson
@jeremybwhite
@liam323
@themarinatimes

Top Replied-To in G1:
@gavinnewsom
@dsiflingwcpdpio
@steve_flesch
@christycanyon11
@ingrahamangle
@leslibless
@nunzioreal
@lv_btc
@mikefelsing
@themaverickws

Top Replied-To in G2:
@cagovernor
@gavinnewsom
@emily_hoeven
@elex_michaelson
@jeremybwhite
@sarahbeth345
@zigmanfreud
@jasperlope
@bennetthall
@leekurtiss

Top Replied-To in G3:
@gavinnewsom
@sarahbeth345
@chuck_afta_dark
@blairyposa
@matt0588
@kola95624349
@joebiden
@secfudge
@speakerpelosi
@kcranews

Top Replied-To in G4:
@gavinnewsom
@themarinatimes
@ktvu
@lyannemelendez
@bettykpix
@abc7newsbayarea
@kevinkileyca
@giffordscourage
@zavalaa
@emily_hoeven

Top Replied-To in G5:
@gavinnewsom
@mommagetsstoned
@jodiehmoss
@liam323
@idiocracynownet
@mominnocal
@sally_ann_cole
@susanashcraft
@mi_astronauta
@graceda06

Top Replied-To in G6:
@gavinnewsom
@govrondesantis
@axios
@govkathyhochul
@swheeler2
@bnodesk
@oscareochoa
@louisianagov
@speakerpelosi
@gregabbott_tx

Top Replied-To in G8:
@gavinnewsom
@millanpatterson
@chris_quintinn
@scottpresler
@brittrooted
@sacbee_news
@sfchronicle
@sarahbeth345
@zavalaa
@chesaboudin

Top Replied-To in G9:
@nitrini1950
@usao_losangeles
@housingiskey
@sleepstar44
@equalityalec
@gavinnewsom

Top Replied-To in G10:
@gavinnewsom

Top Mentioned
Top Mentioned in Entire Graph:
@gavinnewsom
@jensiebelnewsom
@cagovernor
@potus
@emily_hoeven
@sarahbeth345
@nycmayor
@millanpatterson
@speakerpelosi
@chesaboudin

Top Mentioned in G1:
@gavinnewsom
@susan67362939
@diamondblue777
@avoiceforchoice
@brettachapman
@unidos_salud
@cagovernor
@steve_flesch
@ingrahamangle
@change

Top Mentioned in G2:
@gavinnewsom
@jensiebelnewsom
@emily_hoeven
@cagovernor
@scott_wiener
@unidos_salud
@eleniforca
@jeremybwhite
@zigmanfreud
@bennetthall

Top Mentioned in G3:
@gavinnewsom
@potus
@nycmayor
@sarahbeth345
@speakerpelosi
@vp
@morganisawizard
@kamalaharris
@cnn
@jensiebelnewsom

Top Mentioned in G4:
@gavinnewsom
@chesaboudin
@londonbreed
@themarinatimes
@kpixtv
@cagovernor
@gregleektvu
@mayorofla
@agrobbonta
@kevinkileyca

Top Mentioned in G5:
@gavinnewsom
@tuky1977
@suziwalshsuther
@thevillagerabbi
@mommagetsstoned
@kenwblair
@niacinnat
@dumbastoast
@mominnocal

Top Mentioned in G6:
@gavinnewsom
@oregongovbrown
@jayinslee
@govkathyhochul
@indiancountry
@naacp
@govinslee
@nationalmedassn
@lmsanational
@govmurphy

Top Mentioned in G7:
@lawriter33
@banrick
@bobbertrandphd
@wsjp_insight
@thewokeconomist
@copyofone

Top Mentioned in G8:
@millanpatterson
@gavinnewsom
@ca_dem
@cagop
@chris_quintinn
@scottpresler
@scottwilkca
@pnjaban
@presssec
@recall_newsom

Top Mentioned in G9:
@gavinnewsom
@fbilosangeles
@sincityattorney
@rudytanzi
@vrsvirginia
@artisticblower
@speakerpelosi
@epsteinnetwork
@laurasgoldman
@gadthefly

Top Mentioned in G10:
@gavinnewsom
@c_c_w_p
@sleesays
@aaaj_alc
@sirenimmirights
@lizzieadavis
@mkimsays
@hiennguy
@curbprisons
@asianprisonersc

Top Tweeters
Top Tweeters in Entire Graph:
@urbandictionary
@rk70534
@solutioneer72
@caligirlleftie
@lizditz
@copyofone
@thehill
@4tchat
@dgendvil
@dhinakaranrajan

Top Tweeters in G1:
@urbandictionary
@solutioneer72
@lizditz
@4tchat
@dgendvil
@reuters
@princessbravato
@tigerbeat
@loulachat
@amazingchevvolt

Top Tweeters in G2:
@sar_oso
@schwingcat
@beank511
@costanzo740
@purpledalmation
@artallks
@abramson1234
@betseyross
@doodlestrks
@kavn

Top Tweeters in G3:
@pink1963dsw
@ibangel
@peta
@cnbc
@nypost
@washingtonpost
@hopeeternall
@news24
@taniahopkins3
@cnn

Top Tweeters in G4:
@caligirlleftie
@dhinakaranrajan
@sampleatl
@bostonglobe
@foxnews
@abc7newsbayarea
@mailonline
@rt_com
@latimes
@nbcbayarea

Top Tweeters in G5:
@1ajbarrett
@thumppooh
@sassychickie
@starree
@lanele123
@lalaruefrench75
@surfingcity
@carolealbers
@mi_astronauta
@michaeljames86

Top Tweeters in G6:
@thehill
@nytimes
@time
@politico
@chrislongview
@detroitnews
@clarein_cali
@yahoonews
@kutv2news
@valwayne

Top Tweeters in G7:
@copyofone
@guardian_elite
@gryphonmom
@whocastillo
@mendiolagrandma
@bostonrandy
@elizawallace27
@_micahwilson
@master_deli
@mtsarabia

Top Tweeters in G8:
@pixiedust5135
@pasqueflower19
@execgq
@benbaca2015
@funymnjamo
@usroute41
@rollypoly31
@gwilymmcgrew
@jkburke21jim
@plagueofprogs

Top Tweeters in G9:
@kimbraov1
@dianemo24012416
@ciabaudo
@neesietweets
@patriciakellogg
@yashar
@cherylshuman
@sbmccallister
@boobafett69
@1egetfl

Top Tweeters in G10:
@rk70534
@notacquiescing
@sds_sunlight
@juliesbooks
@treekisser
@tiredinor4now
@lizzardo7
@jenetallday
@socalsivan
@itmechr3