Newsom, Twitter, 9/15/2021 11:43:55 PM, 262134


FAQ | Problem?

Newsom_2021-09-15_15-07-52.xlsx
Newsom_2021-09-15_15-07-52.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 15, 2021
Short Description:
Newsom via NodeXL https://bit.ly/3Cilm22
@tristansnell
@kylegriffin1
@gavinnewsom
@tomasrabago1
@cmclymer
@joncoopertweets
@claytravis
@thebabylonbee
@redistrict
@noliewithbtc

Top hashtags:
#demvoice1
#wtpblue
#newsom
#carecall
#californiarecall
#california

Description:
Description
The graph represents a network of 15,865 Twitter users whose recent tweets contained "Newsom", 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, 15 September 2021 at 23:10 UTC.

The tweets in the network were tweeted over the 2-hour, 8-minute period from Wednesday, 15 September 2021 at 19:58 UTC to Wednesday, 15 September 2021 at 22:07 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 : 15865
Unique Edges : 22184
Edges With Duplicates : 2520
Total Edges : 24704
Number of Edge Types : 5
Retweet : 14593
Replies to : 2047
Tweet : 2853
MentionsInRetweet : 2997
Mentions : 2214
Self-Loops : 2931
Reciprocated Vertex Pair Ratio : 0.0045752263533038
Reciprocated Edge Ratio : 0.00910877798552184
Connected Components : 1969
Single-Vertex Connected Components : 1172
Maximum Vertices in a Connected Component : 12382
Maximum Edges in a Connected Component : 21054
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.432738
Graph Density : 8.28782756169324E-05
Modularity : 0.737976
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 15,865 Twitter users whose recent tweets contained "Newsom", 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, 15 September 2021 at 23:10 UTC.

The tweets in the network were tweeted over the 2-hour, 8-minute period from Wednesday, 15 September 2021 at 19:58 UTC to Wednesday, 15 September 2021 at 22:07 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 : TwitterSearch
Graph Term : Newsom
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:
[429] https://babylonbee.com/news/gavin-newsom-named-u-haul-salesperson-of-the-year
[287] https://twitter.com/i/events/1428034690976342019
[193] https://www.outkick.com/mandatory-vaccines-announced-in-la-county-following-newsom-recall-win-gov-mandate/?utm_medium=Social&utm_source=Twitter#Echobox=1631739754-1
[178] https://twitter.com/GavinNewsom/status/1437994196934135814
[139] https://www.washingtonpost.com/politics/2021/09/15/trump-elder-california-recall-fraud-newsom/
[117] https://www.thegatewaypundit.com/2021/09/watch-351000-yes-votes-disappear-totals-newsom-recall-election-live-cnn-video/
[97] https://www.latimes.com/california/story/2021-09-15/california-recall-results-newsom-coronavirus-vaccination-rates
[89] https://www.rawstory.com/recall-california-trump-2655036766/
[79] https://www.theguardian.com/us-news/2021/sep/14/gavin-newsom-will-remain-california-governor-after-easily-defeating-recall-attempt
[78] https://www.msn.com/en-us/news/politics/gavin-newsom-survives-recall-election-and-will-remain-governor/ar-AAOs1HC?li=BBnb7Kz

Top URLs in Tweet in G1:
[215] https://twitter.com/i/events/1428034690976342019
[81] https://www.washingtonpost.com/politics/2021/09/15/trump-elder-california-recall-fraud-newsom/
[77] https://www.msn.com/en-us/news/politics/gavin-newsom-survives-recall-election-and-will-remain-governor/ar-AAOs1HC?li=BBnb7Kz
[42] https://www.nytimes.com/2021/09/14/us/newsom-governor-california-recall.html
[24] https://twitter.com/GavinNewsom/status/1437994196934135814
[23] https://www.latimes.com/politics/story/2021-09-15/newsom-democratic-recall-lessons-vaccine-mandates-trump
[19] https://twitter.com/atrupar/status/1437990529925451777
[15] https://www.washingtonpost.com/opinions/2021/09/15/gops-recall-disaster-california-is-boon-democrats/?tid=ss_tw
[10] https://trib.al/6irQpJX
[9] https://www.rawstory.com/recall-california-trump-2655036766/

Top URLs in Tweet in G2:
[24] https://www.thegatewaypundit.com/2021/09/watch-351000-yes-votes-disappear-totals-newsom-recall-election-live-cnn-video/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[22] https://www.rawstory.com/recall-california-trump-2655036766/
[14] https://www.newsweek.com/after-gavin-newsom-staves-off-recall-california-officials-announce-reforms-recall-1629564
[13] https://www.cnn.com/videos/opinions/2021/09/15/se-cupp-california-republicans-newsom-elder-gop-unfiltered-vpx.cnn?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.washingtonpost.com/politics/2021/09/15/trump-elder-california-recall-fraud-newsom/
[10] https://www.thegatewaypundit.com/2021/09/watch-351000-yes-votes-disappear-totals-newsom-recall-election-live-cnn-video/
[9] https://www.sfgate.com/gavin-newsom-recall/article/leave-question-two-blank-recall-Newsom-Elder-vote-16461275.php
[8] http://www.msn.com/en-us/news/politics/newsoms-anti-trump-recall-strategy-offers-a-warning-for-2022-midterms/ar-AAOsJy0?ocid=st
[7] https://www.nytimes.com/2021/09/15/us/politics/midterms-california-republicans-newsom.html
[7] http://www.msn.com/en-us/news/politics/trump-falsely-calls-recall-rigged-on-election-day-why-did-he-stay-out-of-newsom-race/ar-AAOrHkT?ocid=st

Top URLs in Tweet in G3:
[10] https://twitter.com/i/events/1428034690976342019
[6] https://www.washingtonpost.com/politics/2021/09/15/trump-elder-california-recall-fraud-newsom/
[4] https://www.latimes.com/california/story/2021-09-15/california-recall-results-newsom-coronavirus-vaccination-rates
[2] https://thehill.com/homenews/campaign/572318-newsom-touts-victory-over-recall-campaign-as-rejection-of-trumpism
[2] https://trib.al/UQbIbX5
[2] https://www.cnbc.com/2021/09/15/california-recall-election-results.html?__source=androidappshare
[2] https://www.sfgate.com/gavin-newsom-recall/article/leave-question-two-blank-recall-Newsom-Elder-vote-16461275.php
[1] https://twitter.com/GavinNewsom/status/1437994196934135814
[1] https://www.nbcnews.com/politics/elections/after-newsom-s-victory-california-democrats-seek-changes-recall-process-n1279281
[1] https://twitter.com/walshfreedom/status/1438130158309838856

Top URLs in Tweet in G4:
[15] https://nationalfile.com/caught-on-tape-newsom-supporter-at-ballot-box-says-i-voted-no-three-times/
[10] https://redstate.com/jenvanlaar/2021/09/15/breaking-la-county-to-require-proof-of-vax-for-customers-and-employees-of-bars-nightclubs-sporting-events-n443547
[4] https://babylonbee.com/news/gavin-newsom-named-u-haul-salesperson-of-the-year
[4] https://freebeacon.com/elections/newsom-received-pricey-wine-from-harvey-weinsteins-lawyer-records-show/
[4] https://twitter.com/chuckrossdc/status/1436408550679527425
[4] https://www.cnn.com/2021/09/14/politics/gavin-newsom-california-recall/index.html
[2] https://pjmedia.com/news-and-politics/matt-margolis/2021/09/10/bidens-draconian-vaccine-mandate-gets-serious-pushback-from-republican-governors-n1477417
[2] https://dailycaller.com/2021/08/12/nan
[2] https://www.newsmax.com/newsmax-tv/ferguson-democrats-economy-taxes/2021/09/14/id/1036365/
[2] https://twitter.com/TheBabylonBee/status/1438217889811771392?s=20

Top URLs in Tweet in G5:
[18] https://twitter.com/Redistrict/status/1437977687201562631
[11] https://www.politico.com/news/2021/09/14/california-recall-election-newsom-511858
[8] https://www.latimes.com/california/story/2021-09-14/california-coronavirus-cases-dropping-cdc-says
[7] https://jacobinmag.com/2021/09/gavin-newsom-california-governor-recall
[5] https://twitter.com/i/events/1428034690976342019
[4] https://twitter.com/Fly_Sistah/status/1438100526902697995?s=19
[3] https://www.nytimes.com/live/2021/09/15/us/california-recall-election-newsom#newsom-recall-latino-voters
[3] https://twitter.com/nate_cohn/status/1438126221079072774
[3] https://abc7news.com/california-edd-unemployment-fraud-ca-scam-insurance/10011810/
[2] https://twitter.com/cmclymer/status/1438130467543322634

Top URLs in Tweet in G6:
[11] https://twitter.com/kasie/status/1437977095997726727
[7] https://twitter.com/nomoremister/status/1438179991645298693
[6] https://share.fieldteam6.org/campaign/F6DDBE84-04F4-4C96-A5FA-7E22A07FEDDB/static?url=aHR0cHM6Ly93d3cubW9iaWxpemUudXMvZnQ2L2V2ZW50LzQwNTE1MC8&image_id=A6126ACF-0D27-4480-9AFC-EE80123B961A&social_network=twitter&link_caption=U2lnbiB1cCBiZWxvdyE
[6] https://twitter.com/samyoungman/status/1438146603248881664
[6] https://www.nytimes.com/2021/09/15/briefing/gavin-newsom-recall-covid-referendum.html
[6] https://trib.al/CNHvEag
[5] https://twitter.com/FiveThirtyEight/status/1437934172610379778
[4] https://www.fieldteam6.org/
[4] https://twitter.com/i/events/1428034690976342019
[4] https://thefederalist.com/2021/09/15/frustrated-california-voters-may-have-lost-the-recall-but-the-war-on-newsom-isnt-over/

Top URLs in Tweet in G7:
[401] https://babylonbee.com/news/gavin-newsom-named-u-haul-salesperson-of-the-year
[15] https://babylonbee.com/news/newsom-orders-new-lockdown-so-french-laundry-will-be-available-for-victory-dinner
[3] https://www.realclearpolitics.com/articles/2021/09/15/humbled_newsom_defeats_recall_in_landslide__146411.html
[2] https://twitter.com/cenkuygur/status/1437993341304520707
[2] https://unherd.com/thepost/gavin-newsom-wins-but-california-loses/?=frpo
[2] https://twitter.com/calebjhull/status/1438167274993688576
[1] https://www.outkick.com/mandatory-vaccines-announced-in-la-county-following-newsom-recall-win-gov-mandate/?utm_medium=Social&utm_source=Twitter#Echobox=1631739754-1
[1] https://pjmedia.com/news-and-politics/ari-j-kaufman/2021/09/14/breaking-newsom-survivies-recall-by-attacking-trump-voters-n1478813
[1] https://www.lgbtqnation.com/2021/09/sore-loser-caitlyn-jenner-angrily-lashes-california-voters-getting-1-election/?utm_source=LGBTQ+Nation+Subscribers&utm_campaign=db2e14f562-20210915_LGBTQ_Nation_Daily_Brief&utm_medium=email&utm_term=0_c4eab596bd-db2e14f562-431727945
[1] https://twitter.com/foxla/status/1438218374983475205

Top URLs in Tweet in G8:
[21] https://www.nbcnews.com/politics/elections/after-newsom-s-victory-california-democrats-seek-changes-recall-process-n1279281
[17] https://trib.al/Y7vgMur
[12] https://trib.al/1NUovO1
[12] https://www.sfgate.com/gavin-newsom-recall/article/leave-question-two-blank-recall-Newsom-Elder-vote-16461275.php
[9] https://www.nbcnews.com/politics/elections/newsom-leads-california-recall-polls-larry-elder-pushes-baseless-fraud-n1279080
[8] https://trib.al/gOg5Efy
[5] https://www.nbcnews.com/think/opinion/california-recall-election-results-show-gavin-newsom-winning-donald-trump-ncna1279258
[5] https://www.newsweek.com/gavin-newsom-2024-why-democrats-are-so-eager-alternative-kamala-harris-1629565
[5] https://www.telemundo.com/noticias/noticias-telemundo-mediodia/video/noticias-telemundo-mediodia-15-de-septiembre-de-2021-tmvo10092975
[5] https://www.sfgate.com/gavin-newsom-recall/article/Caitlyn-Jenner-california-governor-destroyed-votes-16461265.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral

Top URLs in Tweet in G9:
[16] https://twitter.com/kasie/status/1437977642733645824
[11] https://www.rawstory.com/recall-california-trump-2655036766/?utm_source=dlvr.it&utm_medium=twitter
[9] https://www.msn.com/en-us/news/us/caitlyn-jenner-got-absolutely-destroyed-in-gavin-newsom-recall-election/ar-AAOtJU4
[8] https://twitter.com/nytimes/status/1437999643682541570
[5] https://www.politico.com/news/2021/09/13/california-women-newsom-511303
[4] https://www.washingtonpost.com/politics/2021/09/15/trump-elder-california-recall-fraud-newsom/
[4] https://www.rawstory.com/recall-california-trump-2655036766/
[3] http://www.wbur.org/hereandnow/2021/09/15/newsom-recall-election-review
[3] https://twitter.com/i/events/1428034690976342019
[3] https://www.nbcnews.com/politics/elections/california-recall-election-results-newsom-n1279205

Top URLs in Tweet in G10:
[116] https://twitter.com/GavinNewsom/status/1437994196934135814
[36] https://www.washingtonpost.com/opinions/2021/09/15/newsom-victory-california-recall-covid-gop/
[18] https://www.esquire.com/news-politics/politics/a37608877/california-recall-election-results-lessons-gavin-newsom-larry-elder-covid/
[12] https://morningshots.thebulwark.com/p/does-the-gop-really-want-to-do-this?r=1emko&utm_campaign=post&utm_medium=web&utm_source=twitter
[11] https://twitter.com/i/events/1428034690976342019
[8] https://www.youtube.com/watch?v=cCSFOJyyixI&feature=youtu.be

[7] https://www.nytimes.com/2021/09/14/us/newsom-governor-california-recall.html
[6] https://www.esquire.com/news-politics/politics/a37608877/california-recall-election-results-lessons-gavin-newsom-larry-elder-covid/?utm_campaign=socialflowTWESQ
[6] https://www.washingtonpost.com/politics/2021/09/15/trump-elder-california-recall-fraud-newsom/
[6] https://abc7.com/california-governor-recall-gavin-newsom-election-day-voting/11021280/

Top Domains
Top Domains in Tweet in Entire Graph:
[1167] twitter.com
[487] trib.al
[448] babylonbee.com
[301] latimes.com
[246] washingtonpost.com
[196] thegatewaypundit.com
[194] outkick.com
[182] nytimes.com
[133] msn.com
[117] rawstory.com

Top Domains in Tweet in G1:
[294] twitter.com
[97] washingtonpost.com
[86] trib.al
[78] msn.com
[67] nytimes.com
[36] latimes.com
[14] nbcnews.com
[13] cnn.com
[12] rawstory.com
[9] yahoo.com

Top Domains in Tweet in G2:
[147] twitter.com
[49] patch.com
[48] thegatewaypundit.com
[39] cnn.com
[34] newsweek.com
[32] msn.com
[27] washingtonpost.com
[27] nytimes.com
[24] theguardian.com
[23] latimes.com

Top Domains in Tweet in G3:
[12] twitter.com
[7] washingtonpost.com
[4] latimes.com
[2] thehill.com
[2] trib.al
[2] cnbc.com
[2] sfgate.com
[1] nbcnews.com
[1] nytimes.com
[1] sacbee.com

Top Domains in Tweet in G4:
[15] nationalfile.com
[11] twitter.com
[10] redstate.com
[5] babylonbee.com
[4] freebeacon.com
[4] cnn.com
[2] pjmedia.com
[2] dailycaller.com
[2] newsmax.com
[2] thefederalist.com

Top Domains in Tweet in G5:
[34] twitter.com
[11] politico.com
[8] latimes.com
[8] jacobinmag.com
[3] trib.al
[3] nytimes.com
[3] abc7news.com
[2] washingtonpost.com
[2] newsbreak.com
[1] mediamatters.org

Top Domains in Tweet in G6:
[64] twitter.com
[11] nytimes.com
[10] fieldteam6.org
[10] trib.al
[7] latimes.com
[6] washingtonpost.com
[5] nbcnews.com
[4] talkingpointsmemo.com
[4] thefederalist.com
[3] sfchronicle.com

Top Domains in Tweet in G7:
[416] babylonbee.com
[5] twitter.com
[3] realclearpolitics.com
[2] unherd.com
[1] outkick.com
[1] pjmedia.com
[1] lgbtqnation.com
[1] mediamatters.org
[1] washingtonexaminer.com

Top Domains in Tweet in G8:
[62] trib.al
[36] nbcnews.com
[31] sfgate.com
[8] twitter.com
[7] businessinsider.com
[6] latimes.com
[5] newsweek.com
[5] cnn.com
[5] telemundo.com
[4] co.uk

Top Domains in Tweet in G9:
[36] twitter.com
[15] rawstory.com
[9] msn.com
[6] washingtonpost.com
[5] politico.com
[4] nbcnews.com
[4] newsweek.com
[3] wbur.org
[3] cnn.com
[2] crooksandliars.com

Top Domains in Tweet in G10:
[148] twitter.com
[47] washingtonpost.com
[24] esquire.com
[14] cnn.com
[14] thebulwark.com
[9] trib.al
[9] nytimes.com
[8] latimes.com
[8] youtube.com
[7] abc7.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[218] demvoice1
[142] wtpblue
[124] newsom
[75] carecall
[74] californiarecall
[72] california
[48] newsomwins
[45] onev1
[44] fresh
[44] trumptrash



Top Hashtags in Tweet in G1:
[13] buildbackbetter
[11] votenoontherecall
[8] demvoice1
[8] caleg
[7] carecall
[7] wtpblue
[7] traitortrump
[7] newsom
[6] californiarecall
[5] votenoonrecall

Top Hashtags in Tweet in G2:
[35] newsom
[24] california
[17] californiarecall
[14] foxnews
[11] news
[11] gavinnewsom
[10] recall
[9] californiarecallelection
[7] goptraitorstodemocracy
[7] thankyoucalifornia

Top Hashtags in Tweet in G3:
[1] californiarecall

Top Hashtags in Tweet in G4:
[6] newsom
[5] californiarecallelection
[4] gavinnewsom
[3] newsomwins
[3] fresh
[3] wtpearth
[3] californiarecall
[2] voteyes
[2] caleg
[1] texas

Top Hashtags in Tweet in G5:
[18] thankyoucalifornia
[17] dickoftheday
[2] connecticut
[2] republicanrecall
[2] californiarecall
[1] stevekornacki
[1] gop
[1] newsom
[1] recall
[1] larryelder

Top Hashtags in Tweet in G6:
[9] voterizer
[6] registerdemocrats
[5] trump
[4] californiarecall
[4] newsom
[3] elder
[3] californiarecallelection
[2] stoptherepublicanrecall
[2] lyingwebsite
[2] withouteldersayingit

Top Hashtags in Tweet in G7:
[6] instablock
[2] recallgavinnewsom
[2] californiarecall
[1] losangeles
[1] newsom

Top Hashtags in Tweet in G8:
[3] californiarecall
[2] wediditjoe
[1] dnc
[1] demcast
[1] demvoice1
[1] onev1
[1] fresh
[1] wtpblue
[1] carecall
[1] newsom

Top Hashtags in Tweet in G9:
[8] carecall
[7] recallelection
[5] apracecall
[5] election2021
[5] caelection
[4] newsom
[4] california
[4] kamala
[4] harris
[2] caleg

Top Hashtags in Tweet in G10:
[4] politics
[4] feedly
[3] carecall
[3] californiarecall
[3] breaking
[2] bluein2022
[2] demvoice1
[2] wtpblue
[1] fraudit
[1] factsmatter

Top Words
Top Words in Tweet in Entire Graph:
[18970] newsom
[9004] gavin
[9004] recall
[5131] california
[3294] gov
[3203] election
[2697] governor
[2430] last
[2373] night
[1980] voters

Top Words in Tweet in G1:
[3313] newsom
[2062] recall
[1462] gavin
[1313] california
[672] election
[654] landslide
[548] won
[475] governor
[468] last
[463] night

Top Words in Tweet in G2:
[1049] newsom
[607] recall
[385] california
[382] gavin
[265] election
[134] governor
[126] win
[122] voters
[114] voted
[108] newsom's

Top Words in Tweet in G3:
[788] newsom
[685] gavin
[660] last
[660] night
[653] devin
[653] nunes
[653] district
[650] carried
[650] ruh
[650] roh

Top Words in Tweet in G4:
[756] newsom
[363] gavin
[226] recall
[172] called
[151] california
[137] campaign
[129] recalled
[127] already
[123] tv
[121] process

Top Words in Tweet in G5:
[1177] newsom
[954] gov
[920] 2018
[601] gavin
[527] night
[514] gop
[511] last
[482] ca
[482] landslide
[479] victory

Top Words in Tweet in G6:
[818] newsom
[401] recall
[218] gavin
[215] elder
[191] win
[169] california
[164] newsom's
[159] kasie
[136] same
[116] gov

Top Words in Tweet in G7:
[611] newsom
[516] year
[456] gavin
[401] named
[401] haul
[401] salesperson
[120] recall
[76] school
[76] mask
[75] life

Top Words in Tweet in G8:
[785] newsom
[667] governor
[522] gavin
[517] count
[323] recall
[284] pandemic
[264] californians
[262] know
[258] reminded
[249] congratulations

Top Words in Tweet in G9:
[979] rights
[696] newsom
[453] recall
[436] gov
[360] voters
[340] people
[333] attempt
[331] rejecting
[331] harris
[329] vp

Top Words in Tweet in G10:
[672] newsom
[295] california
[270] gavin
[241] congrats
[217] recall
[201] gov
[191] doj
[147] victory
[144] voters
[135] rights

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8192] gavin,newsom
[2248] last,night
[2137] recall,election
[1904] gov,newsom
[1268] gov,gavin
[1153] devin,nunes
[988] nunes,district
[983] newsom,recall
[967] newsom,carried
[964] carried,devin

Top Word Pairs in Tweet in G1:
[1401] gavin,newsom
[499] recall,election
[453] last,night
[345] california,recall
[282] newsom,wins
[265] newsom,won
[258] governor,california
[257] hard,believe
[257] believe,recall
[257] election,strengthened

Top Word Pairs in Tweet in G2:
[330] gavin,newsom
[180] recall,election
[94] california,recall
[90] newsom,recall
[68] gov,gavin
[49] keep,newsom
[49] newsom,office
[47] voted,keep
[40] gavin,newsom's
[40] majority,voters

Top Word Pairs in Tweet in G3:
[685] gavin,newsom
[660] last,night
[650] newsom,carried
[650] carried,devin
[650] devin,nunes
[650] nunes,district
[650] district,last
[650] night,ruh
[650] ruh,roh
[31] recall,election

Top Word Pairs in Tweet in G4:
[251] gavin,newsom
[120] newsom,allies
[120] allies,already
[120] already,moving
[120] moving,fix
[120] fix,recall
[120] recall,process
[120] process,wonder
[120] wonder,includes
[120] includes,quirk

Top Word Pairs in Tweet in G5:
[601] gavin,newsom
[510] last,night
[492] gov,newsom
[470] landslide,victory
[460] gov,gavin
[460] newsom,elected
[460] elected,61
[460] 61,vote
[460] vote,2018
[460] 2018,last

Top Word Pairs in Tweet in G6:
[178] gavin,newsom
[71] gov,gavin
[61] newsom,survives
[52] last,night
[52] newsom,won
[49] swing,right
[48] overstate,need
[48] need,put
[48] put,year
[48] year,races

Top Word Pairs in Tweet in G7:
[452] gavin,newsom
[401] newsom,named
[401] named,haul
[401] haul,salesperson
[401] salesperson,year
[74] newsom,recall
[74] year,old
[74] old,daughter
[40] next,year
[37] life,impact

Top Word Pairs in Tweet in G8:
[384] gavin,newsom
[262] governor,newsom
[259] californians,know
[258] pandemic,reminded
[258] reminded,count
[258] count,californians
[258] know,count
[258] count,governor
[254] governor,gavin
[245] congratulations,friend

Top Word Pairs in Tweet in G9:
[404] gov,newsom
[330] rejecting,recall
[326] voting,rights
[325] resoundingly,rejecting
[325] recall,attempt
[325] voters,made
[325] made,clear
[325] clear,american
[325] american,people
[325] people,leaders

Top Word Pairs in Tweet in G10:
[235] gavin,newsom
[150] gov,newsom
[116] congrats,gov
[116] newsom,congrats
[116] congrats,california
[101] newsom,wins
[95] today,biden
[95] biden,admin
[95] admin,major
[95] major,drop

Top Replied-To
Top Replied-To in Entire Graph:
@kasie
@joebiden
@gavinnewsom
@danrather
@chriscillizza
@larryelder
@joncoopertweets
@brianstelter
@redistrict
@ericboehlert

Top Replied-To in G1:
@joebiden
@gavinnewsom
@danrather
@joncoopertweets
@msnbc
@nytimes
@smc429
@fred_guttenberg
@skarlamangla
@vp

Top Replied-To in G3:
@mayoisspicyy
@tristansnell
@justin_hart
@charlot_120
@partfuck
@jenxpaige
@mercuryschroepp
@davallone
@schirra
@venrant

Top Replied-To in G4:
@newsmax
@faretheewell19
@kevinkileyca
@rubinreport
@doodlestrks
@therightmelissa
@mirnatarraf
@buzzpatterson
@realmattcouch
@len_renaud

Top Replied-To in G5:
@tg22110
@cmclymer
@jasonoverstreet
@kelgarcia72
@drydennovelette
@stevehofstetter
@wajahatali
@chris_notcapn
@hhillarious
@patriottakes

Top Replied-To in G6:
@kasie
@chriscillizza
@brianstelter
@redistrict
@daveweigel
@gartmartin9
@pamkeithfl
@andizeisler
@david_darmofal
@chris_notcapn

Top Replied-To in G7:
@tacoforfive1
@thebabylonbee
@goodblackdude
@zigmanfreud
@jeffontheright
@d_b_harrison
@parleyspark
@frmatthewlc
@elex_michaelson
@killaxxxcam

Top Replied-To in G8:
@vp
@abc
@rachelbitecofer
@aseitzwald
@flywithkamala
@joncoopertweets
@kasie
@alexnazaryan
@mysterysolvent
@calduranie

Top Replied-To in G9:
@kylegriffin1
@kamalaharris
@dgreenbaum
@magacita67
@freemanhippy

Top Replied-To in G10:
@theplumlinegs
@theekhivequeenb
@lxeagle17
@bidenharrisbro
@coopervazao
@hillaryclinton
@qondintini
@mingcat
@jonflan
@karenroepke

Top Mentioned
Top Mentioned in Entire Graph:
@gavinnewsom
@cagop
@nicolledwallace
@larryelder
@nytimes
@kasie
@chriscillizza
@cnn
@gop

Top Mentioned in G1:
@gavinnewsom
@nytimes
@cagop
@msnbc
@presssec
@malcolmnance
@melmason
@cagovernor
@hookjan
@momsdemand

Top Mentioned in G2:
@realjavedbashir
@yougovamerica

Top Mentioned in G3:
@gavinnewsom
@stephensipes
@wendyc78757
@kasie
@mayoisspicyy
@justin_hart
@digby56
@caitiedelaney
@santiagomayer_

Top Mentioned in G4:
@kevinkileyca
@newsmax
@logan_ratick
@scriptwilly
@rubinreport
@freebeacon
@doodlestrks
@caitlyn_jenner
@jennaellisesq
@ussgoodgirl

Top Mentioned in G5:
@latinocaucuscos
@ca_dem
@clcofsbc
@latinocaucus
@gavinnewsom
@tg22110
@cmclymer
@patriottakes
@gop
@wholewashington

Top Mentioned in G6:
@kasie
@chriscillizza
@gop
@brianstelter
@daveweigel
@redistrict
@natesilver538
@fieldteam_6
@gavinnewsom
@jamesfallows

Top Mentioned in G7:
@thebabylonbee
@colleenrasmuss
@zigmanfreud
@donaldrmackay
@roadtripnindian
@joyfillednomads
@anitakumar01
@nahaltoosi
@fireandice1227

Top Mentioned in G8:
@nicolledwallace
@nbcnewsthink
@vp
@gavinnewsom
@sfgate
@jacobsoboroff
@abc
@strikepac
@rickklein
@drjasonjohnson

Top Mentioned in G9:
@msnbc
@parscale
@nbcnews
@gavinnewsom
@kamalaharris
@vp
@brianstelter
@johnjharwood
@5slapout

Top Mentioned in G10:
@theplumlinegs
@timodc
@lxeagle17
@what46hasdone
@cbspolitics
@stabbyduck613
@menshevikm
@btpanko
@msnbc
@melmason

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@rojname_com
@missb62
@jornalistavitor
@knewz_currently
@oldlady12345
@rashidaldosari
@threadreaderapp
@paoloigna1
@berkleybearnews

Top Tweeters in G1:
@rashidaldosari
@threadreaderapp
@monicasloves
@lechatnoire4
@cheezwitham
@onahunttoday
@sar_oso
@morgfair
@enrico056
@lllwry

Top Tweeters in G2:
@la_patilla
@rojname_com
@knewz_currently
@berkleybearnews
@raymond_norman
@andyvermaut
@robinlynnemabin
@orgetorix
@jenkers_en
@httweets

Top Tweeters in G3:
@oldlady12345
@manmet80
@sddphoto
@dancas2
@liverpotlian
@fwdcrocblu
@granny_st
@on_bender
@janattheocean
@allan_straarup

Top Tweeters in G4:
@billyboysdaddy
@sampleatl
@doodlestrks
@realmattcouch
@epeterd916
@mamab_l
@sandrac42595084
@ogoriginalgoat
@thebestcloser
@patriotpromise2

Top Tweeters in G5:
@uhhm__okay
@justice4all01
@lellingw
@djradar
@watchyourrepssc
@outnow45
@pfaffsc
@dmspinharney
@kimbafed
@kdavcor

Top Tweeters in G6:
@missb62
@bannerite
@gojira007x
@mharvey816
@unlewis
@carrybeyond
@estarianne
@jrbkjrbk
@sallyagale
@debsomewhere

Top Tweeters in G7:
@patriotmarie
@chantelldawnsny
@ladym3033
@jpwilloughby
@noprezzie2012
@hopeeternall
@21stcenturycrim
@micropan44
@fidtradz101
@oma8612

Top Tweeters in G8:
@jornalistavitor
@7b73f39b85e1415
@backstorymom1
@givemepie360
@johangreg
@prime_bee
@suekhi
@aclaysuper
@whirledcitizen_
@rkastrejon

Top Tweeters in G9:
@federicoalves
@inspiteoftrump
@joleonbusby
@amyayers16
@88seattle61
@micjojd
@kimpy123
@amazingchevvolt
@jcr914
@teakinrj

Top Tweeters in G10:
@kat4obama
@menabster
@willseattle
@jilevin
@fieryreddragon
@debrob1947
@margaritateresa
@oufenix
@dbble5
@gumboqueen3030