Voted YES, Twitter, 9/15/2021 5:33:36 AM, 262085


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Voted YES Twitter NodeXL SNA Map and Report for Wednesday, 15 September 2021 at 03:25 UTC
Voted YES Twitter NodeXL SNA Map and Report for Wednesday, 15 September 2021 at 03:25 UTC
From:
marc_smith
Uploaded on:
September 15, 2021
Short Description:
Voted YES via NodeXL https://bit.ly/3nDe9ph
@jakelobin
@pnjaban
@gavinnewsom
@larryelder
@lifenewshq
@senatepress
@hannah_segal
@caz5697
@toddbauman8
@80_mcswan

Top hashtags:
#recallgavinnewsom
#recallnewsom
#californiarecall
#votenoontherecall
#votelarryelder

Description:
Description
The graph represents a network of 20,209 Twitter users whose recent tweets contained "Voted YES", 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 04:06 UTC.

The tweets in the network were tweeted over the 4-day, 12-hour, 3-minute period from Friday, 10 September 2021 at 15:21 UTC to Wednesday, 15 September 2021 at 03:25 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 : 20209
Unique Edges : 24173
Edges With Duplicates : 2815
Total Edges : 26988
Number of Edge Types : 5
Replies to : 5678
Retweet : 11135
Tweet : 2138
MentionsInRetweet : 2837
Mentions : 5200
Self-Loops : 2193
Reciprocated Vertex Pair Ratio : 0.00794400549639299
Reciprocated Edge Ratio : 0.0157627912921229
Connected Components : 3154
Single-Vertex Connected Components : 1093
Maximum Vertices in a Connected Component : 11923
Maximum Edges in a Connected Component : 18580
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 6.145942
Graph Density : 5.74778403372799E-05
Modularity : 0.815208
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 20,209 Twitter users whose recent tweets contained "Voted YES", 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 04:06 UTC.

The tweets in the network were tweeted over the 4-day, 12-hour, 3-minute period from Friday, 10 September 2021 at 15:21 UTC to Wednesday, 15 September 2021 at 03:25 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 : Voted YES
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[117] https://twitter.com/lacountyrrcc/status/1428532679109054466
[98] https://www.thetimes.co.uk/article/quarter-of-yes-voters-say-no-to-new-independence-referendum-xjxq6lzl7?utm_medium=Social&utm_source=Twitter#Echobox=1631344255-1
[90] https://twitter.com/Sparkle_Moony/status/1437085092460048387
[87] https://www.citycoins.co/post/miami-officially-votes-to-accept-4-3m-in-miamicoin-protocol-contributions
[82] https://www.cagop.org/s/caelectionintegrity
[82] https://twitter.com/bostonrandy/status/1437662592995102721
[67] https://twitter.com/YesScot/status/1435933065784799233
[64] https://harmony.one/aave-vote
[56] https://twitter.com/AshleyCsanady/status/1437230483423776770
[56] https://www.thetimes.co.uk/article/quarter-of-yes-voters-say-no-to-new-independence-referendum-xjxq6lzl7

Top URLs in Tweet in G1:
[42] https://twitter.com/joshgad/status/1434814859372281857
[29] https://www.latimes.com/politics/liveblog/live-updates-california-recall-election
[23] https://twitter.com/larryelder/status/1437891453569536002
[15] https://twitter.com/craigclemens/status/1437811774808477701
[10] https://twitter.com/campadrenews/status/1437844909398970370
[10] https://twitter.com/yomommydearest/status/1436903395621687296
[9] https://twitter.com/larryelder/status/1437796027038371857
[7] https://twitter.com/lacountyrrcc/status/1428532679109054466
[7] https://www.youtube.com/watch?v=pJISpF-JP3U&feature=youtu.be

[6] https://www.cagop.org/s/caelectionintegrity

Top URLs in Tweet in G2:
[47] https://twitter.com/aseitzwald/status/1437545443026739207
[2] https://www.senate.gov/legislative/LIS/roll_call_lists/roll_call_vote_cfm.cfm?congress=117&session=1&vote=00360
[2] https://twitter.com/9t_9p/status/1437253472127176713
[2] https://twitter.com/thekjohnston/status/1437408820993560581
[1] https://twitter.com/rbreich/status/1437917471772581892
[1] https://twitter.com/mmpadellan/status/1437886554035339269
[1] https://twitter.com/robreiner/status/1437750592810614786
[1] https://www.vanityfair.com/news/2019/07/rand-paul-911-first-responders-bill

Top URLs in Tweet in G3:
[73] https://www.cagop.org/s/caelectionintegrity
[73] https://twitter.com/bostonrandy/status/1437662592995102721
[4] https://twitter.com/CharkyMarky/status/1436729737188192264
[1] https://twitter.com/robreiner/status/1437591200484106245

Top URLs in Tweet in G4:
[8] https://twitter.com/gavinnewsom/status/1437880513763500032
[6] https://twitter.com/craigclemens/status/1437811774808477701
[4] https://twitter.com/fairyvalz/status/1436519742609797122
[4] https://twitter.com/katyperry/status/1437612359955070976
[3] https://www.linkedin.com/slink?code=dDG6XTuF
[3] https://twitter.com/GMB/status/1437656320941993986
[3] https://twitter.com/cldthisbelove/status/1437523282534731785
[3] https://twitter.com/TheLeoTerrell/status/1437814976425521155
[3] https://twitter.com/larryelder/status/1437929477338632195
[2] https://twitter.com/ATEEZofficial/status/1436676629514784774

Top URLs in Tweet in G5:
[109] https://twitter.com/lacountyrrcc/status/1428532679109054466
[4] https://twitter.com/GavinNewsom/status/1437798584804470789
[3] https://twitter.com/TomasMorales_iv/status/1437596115260428290
[2] https://twitter.com/markmatthewsnbc/status/1437943390490873860
[2] https://twitter.com/Matsui4Congress/status/1437824077545181185
[1] https://twitter.com/campadrenews/status/1437805963315089410
[1] https://twitter.com/GavinNewsom/status/1437959452456460293
[1] https://twitter.com/larryelder/status/1437843089461178368
[1] https://twitter.com/ryanmatsumoto1/status/1437035665951059990?s=20
[1] https://twitter.com/NurseRatchet_/status/1437084185282240513?s=20

Top URLs in Tweet in G6:
[62] https://twitter.com/YesScot/status/1435933065784799233
[5] https://www.youtube.com/watch?v=4Ppx-9YqvSY&feature=youtu.be

[4] https://archive2021.parliament.scot/S4_EuropeanandExternalRelationsCommittee/Inquiries/Letter_from_Viviane_Reding_Vice_President_of_the_European_Commission_dated_20_March_2014__pdf.pdf
[3] https://twitter.com/SummeryJen/status/1437742254970523648
[3] https://www.change.org/p/uk-parliament-make-reducing-sewage-pollution-a-legal-requirement-in-the-uk/u/29598107?recruiter=1112166082&utm_source=share_update&utm_medium=twitter&utm_campaign=share_twitter_responsive&utm_term=de208a60bb76469aa055b9bbd60bc7e0&recruited_by_id=8c272970-a233-11ea-bde8-5131208d6634
[3] https://www.thetimes.co.uk/article/quarter-of-yes-voters-say-no-to-new-independence-referendum-xjxq6lzl7?utm_medium=Social&utm_source=Twitter#Echobox=1631344255-1
[2] https://www.change.org/p/uk-parliament-make-reducing-sewage-pollution-a-legal-requirement-in-the-uk/u/29598107?recruiter=342281519&utm_source=share_update&utm_medium=twitter&utm_campaign=share_twitter_responsive&utm_term=de208a60bb76469aa055b9bbd60bc7e0&recruited_by_id=fdb53760-2981-11e5-b952-85b0be175d92
[2] https://www.getsurrey.co.uk/news/horley-council-criticised-making-child-15427339
[2] https://twitter.com/archer_rs/status/1436614168438784003
[2] https://www.change.org/p/uk-parliament-make-reducing-sewage-pollution-a-legal-requirement-in-the-uk/u/29598107?recruiter=296599197&utm_source=share_update&utm_medium=twitter&utm_campaign=share_twitter_responsive&utm_term=de208a60bb76469aa055b9bbd60bc7e0&recruited_by_id=6d4bdf3c-a624-4e56-8016-e51525c4307a

Top URLs in Tweet in G7:
[2] https://twitter.com/nosoupforgeorge/status/1437537788694384643
[2] https://twitter.com/GavinNewsom/status/1437473374255521796
[2] https://twitter.com/antifaoperative/status/1437418338888650756
[1] https://twitter.com/aseitzwald/status/1437545443026739207
[1] https://twitter.com/zephyr5591/status/1437863384188276736
[1] https://twitter.com/realdeancain/status/1435752417866432513

Top URLs in Tweet in G8:
[9] https://twitter.com/bellausa17/status/1437193992865734657
[2] https://twitter.com/ozolins_ruta/status/1437119998179389443
[1] https://www.cagop.org/s/caelectionintegrity
[1] https://twitter.com/bostonrandy/status/1437662592995102721

Top URLs in Tweet in G9:
[1] https://twitter.com/BetteMidler/status/1437958716851204097
[1] https://twitter.com/CARebelBase/status/1437780235890700290

Top URLs in Tweet in G10:
[5] https://twitter.com/GrahamAllen_1/status/1437793262287433728
[2] https://twitter.com/grahamledger/status/1437621088674992130
[2] https://twitter.com/JoeBiden/status/1437766739627057159
[2] https://www.washingtonpost.com/news/the-intersect/wp/2016/10/13/yes-repealthe19th-trended-but-not-for-the-reasons-you-think/
[2] https://www.electelder.com
[1] https://twitter.com/theleoterrell/status/1437814976425521155
[1] https://twitter.com/lacountyrrcc/status/1428532679109054466
[1] https://twitter.com/TomiLahren/status/1437468466450247681
[1] https://twitter.com/RubinReport/status/1437430264775409666
[1] https://twitter.com/ElenaFelicia4/status/1437444414025048069

Top Domains
Top Domains in Tweet in Entire Graph:
[1659] twitter.com
[166] co.uk
[87] citycoins.co
[82] cagop.org
[64] harmony.one
[37] liberal.ca
[37] openparliament.ca
[36] change.org
[35] myx.global
[30] latimes.com

Top Domains in Tweet in G1:
[205] twitter.com
[30] latimes.com
[8] youtube.com
[6] cagop.org
[4] ktla.com
[3] ballottrax.net
[2] abc10.com
[1] eip-ca.com
[1] a.ss
[1] dire.im

Top Domains in Tweet in G2:
[54] twitter.com
[2] senate.gov
[1] vanityfair.com

Top Domains in Tweet in G3:
[78] twitter.com
[73] cagop.org

Top Domains in Tweet in G4:
[406] twitter.com
[6] instagram.com
[4] co.uk
[4] google.com
[4] theyworkforyou.com
[3] linkedin.com
[3] curiouscat.qa
[3] timeout.com
[3] thegatewaypundit.com
[2] formula1.com

Top Domains in Tweet in G5:
[127] twitter.com
[1] cagop.org

Top Domains in Tweet in G6:
[69] twitter.com
[33] change.org
[6] co.uk
[5] youtube.com
[4] parliament.scot
[2] apple.news
[1] org.uk
[1] gov.uk
[1] clouthub.com

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

Top Domains in Tweet in G8:
[12] twitter.com
[1] cagop.org

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

Top Domains in Tweet in G10:
[15] twitter.com
[2] washingtonpost.com
[2] electelder.com
[1] ca.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1073] recallgavinnewsom
[568] recallnewsom
[565] californiarecall
[376] votenoontherecall
[332] votelarryelder
[265] voteyesontherecall
[247] electionday
[246] radicallarry
[246] carecallelection
[124] senate



Top Hashtags in Tweet in G1:
[340] recallnewsom
[224] recallgavinnewsom
[208] voteyesontherecall
[62] yesonrecall
[55] recallgavinnewsom2021
[54] savecalifornia
[46] recallelection
[41] californiarecall
[29] oc
[19] larryelder

Top Hashtags in Tweet in G2:
[284] votenoontherecall
[234] electionday
[234] radicallarry
[234] carecallelection
[115] senate
[9] justice
[9] justice4julius
[9] unitedforjulius
[5] republicanpowergrab
[3] votenooncaliforniarecall

Top Hashtags in Tweet in G3:
[139] recallnewsom
[12] recallgavinnewsom
[3] californiarecall
[2] votelarryelder
[2] yesonrecall
[1] recallgavinnewsom2021
[1] votedyes
[1] whiteprivilege
[1] cannotwin
[1] voteyesoncaliforniarecall

Top Hashtags in Tweet in G4:
[24] recallgavinnewsom
[18] californiarecall
[16] recallnewsom
[11] elxn44
[11] voteyesontherecall
[10] recallgavinnewsom2021
[9] yes
[9] california
[9] voted
[8] votenoontherecall

Top Hashtags in Tweet in G5:
[712] recallgavinnewsom
[16] recallnewsom
[4] truethevote
[4] california
[3] voteyesontherecall
[3] votelarryelder
[3] californiarecall
[3] quidproquojoe
[3] californiastrong
[2] recallnewsome

Top Hashtags in Tweet in G6:
[11] indyref2
[4] scottishindependence
[4] snpcorruption
[4] brexit
[2] duh
[2] sewage
[2] pollution
[2] areyouyesyet
[1] nomeansno
[1] noappeasement

Top Hashtags in Tweet in G7:
[158] californiarecall
[53] votenoontherecall
[42] carecall
[42] californiarecallelection
[42] votenooncaliforniarecall
[6] stfu
[3] senate
[2] electionday
[2] radicallarry
[2] carecallelection

Top Hashtags in Tweet in G8:
[7] recallgavinnewsom
[3] recallnewsom

Top Hashtags in Tweet in G9:
[19] recallgavinnewsom
[17] recallnewsom
[9] votedyes
[5] voteyesontherecall
[2] voteyestoremovegavinnewsom
[1] voteyes
[1] californiarecallelection
[1] frenchlaundry

Top Hashtags in Tweet in G10:
[26] recallgavinnewsom
[25] voteyesontherecall
[18] votedyes
[11] recallnewsom
[8] byebye
[6] sanfrancisco
[6] california
[2] californiarecall
[1] californiarecallelection
[1] rulesforthee

Top Words
Top Words in Tweet in Entire Graph:
[19512] voted
[19009] yes
[7052] vote
[5865] recall
[2932] elder
[2837] last
[2779] larry
[2644] ballot
[2348] ago
[2157] mail

Top Words in Tweet in G1:
[2800] voted
[2453] yes
[781] recall
[682] gavinnewsom
[424] vote
[401] larryelder
[340] #recallnewsom
[335] newsom
[231] california
[224] #recallgavinnewsom

Top Words in Tweet in G2:
[2367] last
[2021] vote
[1768] yes
[1732] voted
[1466] elder
[1416] larry
[1227] over
[1181] going
[1180] couple
[1180] instead

Top Words in Tweet in G3:
[1513] yes
[1400] voted
[1215] recall
[1205] vote
[1149] ballot
[1088] good
[1069] mail
[1067] ago
[1061] make
[1059] replacement

Top Words in Tweet in G4:
[1634] voted
[1591] yes
[397] 2021
[393] record
[389] following
[387] taken
[387] entered
[386] statement
[302] vote
[278] recall

Top Words in Tweet in G5:
[933] yes
[930] voted
[863] recall
[731] ballot
[730] mail
[729] ago
[712] #recallgavinnewsom
[697] received
[696] month
[696] hometown

Top Words in Tweet in G6:
[581] voted
[564] yes
[313] scotland
[290] independence
[288] majority
[279] years
[278] snp
[277] scots
[269] within
[266] move

Top Words in Tweet in G7:
[749] yes
[747] voted
[409] larry
[400] elder
[353] california
[243] ask
[227] whole
[199] newsom
[197] recall
[185] women

Top Words in Tweet in G8:
[561] voted
[561] yes
[555] recall
[539] vote
[528] california
[519] hey
[519] larry
[519] elder
[519] pro
[519] life

Top Words in Tweet in G9:
[525] voted
[521] yes
[416] recall
[336] newsom
[335] gavin
[329] family
[329] californa
[70] biden
[70] shame
[70] judging

Top Words in Tweet in G10:
[646] voted
[538] yes
[475] recall
[314] vote
[233] time
[211] gavin
[186] california
[152] go
[150] already
[139] polling

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11170] voted,yes
[3725] yes,recall
[2703] larry,elder
[2385] vote,yes
[1355] yes,vote
[1281] mask,mandates
[1274] voice,heard
[1268] going,polls
[1267] voted,mail
[1263] won,over

Top Word Pairs in Tweet in G1:
[2033] voted,yes
[568] yes,recall
[241] gavinnewsom,voted
[228] yes,#recallnewsom
[163] obvi,voted
[138] vote,yes
[124] gavin,newsom
[121] already,voted
[119] recall,gavin
[119] larry,elder

Top Word Pairs in Tweet in G2:
[1416] larry,elder
[1361] voted,yes
[1179] spent,last
[1179] last,hours
[1179] hours,doing
[1179] doing,last
[1179] last,minute
[1179] minute,phonebanking
[1179] phonebanking,convinced
[1179] convinced,older

Top Word Pairs in Tweet in G3:
[1198] yes,recall
[1188] vote,yes
[1058] ballot,voted
[1058] voted,mail
[1057] recall,pick
[1057] pick,good
[1057] good,replacement
[1057] replacement,several
[1057] several,ballot
[1057] mail,two

Top Word Pairs in Tweet in G4:
[1118] voted,yes
[386] entered,following
[386] following,statement
[386] statement,record
[227] taken,house
[227] house,away
[227] away,desk
[227] desk,voted
[165] yes,recall
[90] yes,voted

Top Word Pairs in Tweet in G5:
[879] voted,yes
[706] yes,#recallgavinnewsom
[696] #recallgavinnewsom,month
[696] month,ago
[696] ago,hometown
[696] hometown,fresno
[696] fresno,week
[696] week,old
[696] old,roommate
[696] roommate,newport

Top Word Pairs in Tweet in G6:
[268] majority,scots
[264] snp,members
[264] members,voted
[264] voted,remove
[264] remove,nuclear
[264] nuclear,weapons
[264] weapons,scotland
[264] scotland,within
[264] within,years
[264] years,independence

Top Word Pairs in Tweet in G7:
[723] voted,yes
[398] larry,elder
[171] yes,kindly
[171] kindly,leave
[170] ida_skibenes,happen
[170] happen,tomorrow
[170] tomorrow,gavin
[170] gavin,newsome
[170] newsome,win
[170] win,landslide

Top Word Pairs in Tweet in G8:
[539] yes,recall
[538] voted,yes
[519] hey,california
[519] california,voted
[519] recall,vote
[519] vote,larry
[519] larry,elder
[519] elder,pro
[519] pro,life
[20] vote,yes

Top Word Pairs in Tweet in G9:
[414] voted,yes
[391] yes,recall
[332] recall,gavin
[332] gavin,newsom
[329] family,californa
[329] californa,voted
[70] voted,biden
[70] biden,shame
[70] shame,yes
[70] yes,judging

Top Word Pairs in Tweet in G10:
[364] voted,yes
[338] yes,recall
[180] recall,gavin
[140] already,voted
[139] polling,place
[123] vote,polling
[115] haven't,already
[115] gavin,still
[115] still,time
[115] time,go

Top Replied-To
Top Replied-To in Entire Graph:
@gavinnewsom
@ida_skibenes
@larryelder
@imspeaking13
@theleoterrell
@joebiden
@rbreich
@mgelizabethx
@kevinkileyca
@georgetakei

Top Replied-To in G1:
@gavinnewsom
@larryelder
@joebiden
@kevinkileyca
@rweingarten
@kamalaharris
@barackobama
@joshgad
@aoc
@saracread

Top Replied-To in G2:
@hugolowell
@joncoopertweets
@allenlellison
@b52malmet
@meidastouch
@analisa_swan
@roguecitizenone
@bluestarcaptain
@rexzane1
@repkatieporter

Top Replied-To in G3:
@lalovestrump
@abc7
@rubinreport
@jenvanlaar
@tru50liv
@asthegirlturns
@sdsugrad1983
@thislajenn
@roxanneforad46
@covfefekatie

Top Replied-To in G4:

Top Replied-To in G5:
@richardgrenell
@saraagiussani
@underwashington
@coronadocrackmn
@hairdyelover
@morgan_rynor
@alexandraheuser
@neasdenparade
@savingaz
@wasps_n_moths

Top Replied-To in G6:
@anguscatlady
@cactus_woman
@gmb
@80_mcswan
@j4cobite
@dreghorn_lad
@bbcnews
@grahambsi
@gbnews
@colz261

Top Replied-To in G7:
@ida_skibenes
@larryelder
@mayoisspicyy
@elienyc
@brhodes
@earthlingjr
@spurgeoncole3
@ptc50218
@allbagssecured
@mech986

Top Replied-To in G9:
@kamvtv
@reneerevelation
@khadley11
@ohhimark12345
@kiminla
@tom92024

Top Replied-To in G10:
@mgelizabethx
@elenafelicia4
@jellen805
@cernovich
@carebelbase
@blackflag510
@gavinnewsom
@catturd2
@legendaryenergy
@real_sheepdog

Top Mentioned
Top Mentioned in Entire Graph:
@gavinnewsom
@larryelder
@hgsuuaw
@kevinkileyca
@cmarinucci
@joebiden
@aaveaave
@harmonyprotocol
@grahamallen_1
@davidjharrisjr

Top Mentioned in G1:
@larryelder
@gavinnewsom
@kevinkileyca
@joebiden
@grahamallen_1
@davidjharrisjr
@seanfeucht
@tamikaghamilton
@realmeetkevin
@latimes

Top Mentioned in G2:
@richdrawz
@draiochta14
@crescentaclub
@cluckmort
@goldbergms
@caroava
@roguecitizenone
@larryelder
@orbplanet
@meidastouch

Top Mentioned in G3:
@larryelder
@jenvanlaar
@kevin_faulconer
@rubinreport
@abc7
@thislajenn
@kevinkileyca
@kurtschlichter
@moscowmoron
@driessejoseph1

Top Mentioned in G4:

Top Mentioned in G5:
@cmarinucci
@gavinnewsom
@lion_politics
@larryelder
@sandradees21
@randyrrquaid
@abc10
@politibunny
@voni_catherine
@stanleywessle

Top Mentioned in G6:
@ukchange
@keir_starmer
@2351onthelist
@ermedale
@bellesareblue
@mc40400451david
@yescotland
@iandependence
@steveja89368890
@william55gers

Top Mentioned in G7:
@ida_skibenes
@earthlingjr
@usatrumpman1
@bathke_robin
@iof1970
@theoutcasted909
@mykohori
@larryelder
@elienyc

Top Mentioned in G9:
@abc7
@cbsla
@kevinkileyca

Top Mentioned in G10:
@movie_recall
@larryelder
@occhuckaranch
@elenafelicia4
@blackflag510
@atensnut
@kevinkileyca
@hangtufffriends
@gavinnewsom
@cernovich

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@dichristine
@souljahsingh
@rk70534
@monicasloves
@cagney1991
@solutioneer72
@kat4obama
@roblwilson
@britpoptarts

Top Tweeters in G1:
@gottalaff
@thehill
@mtrushmore2016
@dcexaminer
@purrpatrol
@foxnews
@rncat50
@kin2souls
@agueros_henry
@ruffusmd

Top Tweeters in G2:
@monicasloves
@cagney1991
@kat4obama
@yarosisnancy
@sddphoto
@dgendvil
@truthglow
@kak089
@mayirmamay14
@marthalynneowe1

Top Tweeters in G3:
@jjauthor
@joec1776
@_yvonneburton
@schwingcat
@elizbethlmaness
@kurtschlichter
@willsdarlin
@sampleatl
@johnjonny1
@misstozak

Top Tweeters in G4:
@bbkenn92
@laura78703
@lillylyle
@admomof3
@julietkego
@wfmy
@kingdomofwench
@skkyyyyyyyyyyy
@kahuna_2010
@27tawnyowl

Top Tweeters in G5:
@souljahsingh
@debrammason1
@ruthieredsox
@sachin55476477
@nuez_martha
@lclynick
@s_soteria
@dreamweaver61
@aranom12
@politibunny

Top Tweeters in G6:
@2351onthelist
@tartancobweb
@margymayell
@isthisab0t
@mit1953
@shipa123
@skynews
@bbcnews
@ticgran
@fiona_fionnagal

Top Tweeters in G7:
@smilan317
@barbie892
@dianerocks52
@crlulukat
@knotsthoughtz
@itsilverback
@forgive_luv
@cupcakemrs1
@axman643
@rhonda_

Top Tweeters in G8:
@salomnm
@cbinflux
@cannoneerfour
@redeemedseven
@jdjwhite54
@sigstarget
@k1erry
@cnovelo66
@miguel1urga
@waybaby

Top Tweeters in G9:
@jjdj1187
@norvilgirl
@ihatethemedia
@webb_carrie
@vito4224
@2thedogpound
@bakersonpeekay
@carolynd72355
@ktyrky1
@rliberalskiddin

Top Tweeters in G10:
@mscontrariansci
@bayareahausfrau
@ericmoo91919605
@auntieamy90
@socalvalleygal
@jellen805
@asilisart
@papaschu1
@upinthehills
@mariclaire81


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