url:nytimes, Twitter, 9/17/2019 8:32:21 PM, 210078


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url:nytimes Twitter NodeXL SNA Map and Report for Tuesday, 17 September 2019 at 17:31 UTC
url:nytimes Twitter NodeXL SNA Map and Report for Tuesday, 17 September 2019 at 17:31 UTC
From:
SMRFoundation
Uploaded on:
September 17, 2019
Short Description:
url:nytimes via NodeXL http://bit.ly/302BaXf
@nytimes
@johnwdean
@marie4congress
@aoc
@adamschiff
@marclamonthill
@hfdavis
@nytopinion
@amyklobuchar
@juicydee1

Top hashtags:
#brettkavanaugh
#scandal
#il03
#moscowmitch
#crookedchao
#aportopruebascontrauribe
#观点

Description:
Description
The graph represents a network of 9,979 Twitter users whose recent tweets contained "url:nytimes", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Tuesday, 17 September 2019 at 17:58 UTC.

The tweets in the network were tweeted over the 1-hour, 25-minute period from Tuesday, 17 September 2019 at 16:06 UTC to Tuesday, 17 September 2019 at 17:31 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 : 9979
Unique Edges : 14312
Edges With Duplicates : 1470
Total Edges : 15782
Number of Edge Types : 4
Retweet : 8016
Mentions : 5223
Tweet : 2257
Replies to : 286
Self-Loops : 2283
Reciprocated Vertex Pair Ratio : 0.00462677359654534
Reciprocated Edge Ratio : 0.0092109303039607
Connected Components : 1693
Single-Vertex Connected Components : 1082
Maximum Vertices in a Connected Component : 6830
Maximum Edges in a Connected Component : 12188
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 4.710389
Graph Density : 0.000130842016179457
Modularity : 0.760846
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[468] https://www.nytimes.com/1997/12/19/us/cia-says-it-has-found-no-link-between-itself-and-crack-trade.html
[165] https://www.nytimes.com/2019/09/16/nyregion/trump-tax-returns-cy-vance.html?smid=tw-nytimes&smtyp=cur
[137] https://www.nytimes.com/2019/09/16/us/politics/elaine-chao-house-investigation.html
[101] https://www.nytimes.com/2019/09/16/nyregion/trump-tax-returns-cy-vance.html
[97] https://www.nytimes.com/2019/09/17/obituaries/cokie-roberts-dead.html
[55] https://www.nytimes.com/interactive/2019/09/17/upshot/child-mortality.html
[52] https://www.nytimes.com/2019/09/16/us/politics/elaine-chao-house-investigation.html#click=https://t.co/k6Jy7aFXG7
[50] https://www.nytimes.com/2019/09/17/opinion/insulin-prices-diabetics.html
[49] https://www.nytimes.com/2019/09/16/opinion/republicans-democracy.html
[45] https://www.nytimes.com/2019/09/16/health/ilsi-food-policy-india-brazil-china.html

Top URLs in Tweet in G1:
[15] https://trib.al/vk0nBBi
[10] https://www.nytimes.com/2019/09/17/sports/rugby/usa-rugby-world-cup-2019.html
[8] https://www.nytimes.com/2019/09/14/sunday-review/brett-kavanaugh-deborah-ramirez-yale.html
[8] https://www.nytimes.com/2019/09/17/technology/personaltech/iphone-11-review.html
[7] https://saraacarter.com/nytimes-does-it-again-omits-the-fact-that-kavanaughs-accuser-was-clintons-defense-attorney/
[5] https://www.nytimes.com/2019/09/17/opinion/uaw-gm-strike.html
[5] https://www.nytimes.com/2019/09/16/health/ilsi-food-policy-india-brazil-china.html
[5] https://saraacarter.com/nytimes-does-it-again-omits-the-fact-that-kavanaughs-accuser-was-clintons-defense-attorney/?utm_source=twitter&utm_medium=social&utm_campaign=social-pug
[5] https://www.nytimes.com/2019/09/17/technology/personaltech/iphone-11-review.html?smid=nytcore-ios-share
[5] https://www.nytimes.com/paidpost/microsoft/we-all-knew-tech-would-make-work-better-has-it.html

Top URLs in Tweet in G2:
[48] https://www.nytimes.com/2019/09/17/obituaries/cokie-roberts-dead.html
[33] https://www.nytimes.com/2019/09/17/business/media/cokie-roberts-dead.html
[30] https://www.nytimes.com/2019/09/17/technology/personaltech/iphone-11-review.html?smid=nytcore-ios-share
[27] https://www.nytimes.com/2019/09/17/opinion/insulin-prices-diabetics.html
[21] https://www.nytimes.com/interactive/2019/09/17/upshot/child-mortality.html
[20] https://www.nytimes.com/2019/09/17/opinion/rural-america.html
[19] https://www.nytimes.com/2019/09/16/opinion/republicans-democracy.html
[18] https://twitter.com/nytimes/status/1173978081394135041
[16] https://trib.al/jzpfbXQ
[15] https://twitter.com/nytimes/status/1173990032715239424

Top URLs in Tweet in G3:
[44] https://www.nytimes.com/2019/09/16/us/politics/elaine-chao-house-investigation.html#click=https://t.co/k6Jy7aFXG7
[12] https://www.nytimes.com/2019/09/16/nyregion/trump-tax-returns-cy-vance.html?smid=tw-nytimes&smtyp=cur
[11] https://www.nytimes.com/2019/09/16/nyregion/trump-tax-returns-cy-vance.html
[8] https://www.nytimes.com/2019/09/16/us/politics/elaine-chao-house-investigation.html
[2] https://www.nytimes.com/2019/09/10/opinion/donald-trump.html
[2] https://www.nytimes.com/2019/09/16/us/politics/trump-saudi-tweet.html
[2] https://www.nytimes.com/2019/09/14/sunday-review/brett-kavanaugh-deborah-ramirez-yale.html
[2] https://www.nytimes.com/2019/09/15/opinion/joe-biden.html
[2] https://www.nytimes.com/2019/09/17/business/media/cokie-roberts-dead.html
[1] https://www.nytimes.com/2019/09/16/opinion/republicans-democracy.html?smid=nytcore-ios-share

Top URLs in Tweet in G4:
[7] https://www.nytimes.com/2019/09/16/nyregion/trump-tax-returns-cy-vance.html?smid=tw-nytimes&smtyp=cur
[6] https://www.nytimes.com/2019/09/17/us/politics/aoc-endorsement-marie-newman.html
[5] https://twitter.com/nytimes/status/1173917174974615552
[2] https://www.nytimes.com/2019/09/17/us/politics/corey-lewandowski-testimony-trump.html?smid=nytcore-ios-share
[2] https://www.nytimes.com/2019/09/17/us/politics/shane-gillis-snl-andrew-yang.html
[2] https://www.nytimes.com/interactive/2019/09/17/upshot/child-mortality.html
[1] https://www.nytimes.com/interactive/2019/08/14/magazine/slavery-capitalism.html
[1] https://www.nytimes.com/2019/09/16/us/politics/trump-saudi-tweet.html
[1] https://trib.al/IeSGGtK
[1] https://trib.al/7uwdVlg

Top URLs in Tweet in G5:
[21] https://www.nytimes.com/2019/09/16/opinion/iran-saudi-arabia.html
[12] https://www.nytimes.com/2019/09/17/opinion/kavanaugh-trump-packing-court.html#click=https://t.co/cD7Jb5iFsj
[10] https://www.nytimes.com/2019/09/17/opinion/rural-america.html?smtyp=cur&smid=tw-nytopinion
[9] https://www.nytimes.com/2019/09/17/opinion/kavanaugh-trump-packing-court.html
[8] https://www.nytimes.com/2019/09/17/opinion/insulin-prices-diabetics.html
[7] https://www.nytimes.com/2019/09/16/opinion/republicans-democracy.html
[4] https://www.nytimes.com/2019/09/14/opinion/sunday/endless-war-america.html
[4] https://www.nytimes.com/2019/09/17/obituaries/cokie-roberts-dead.html
[4] https://www.nytimes.com/2019/09/15/opinion/bottled-water-is-sucking-florida-dry.html
[3] https://trib.al/sJDLYdv

Top URLs in Tweet in G6:
[32] https://www.nytimes.com/2019/09/16/us/politics/elaine-chao-house-investigation.html
[10] https://www.nytimes.com/2019/09/16/us/politics/guantanamo-bay-cost-prison.html
[5] https://www.nytimes.com/2019/09/17/us/politics/elizabeth-warren-trump-populism.html
[4] https://www.nytimes.com/2019/09/16/us/politics/trump-saudi-tweet.html
[4] https://www.nytimes.com/2019/09/17/us/politics/aoc-endorsement-marie-newman.html
[3] https://www.nytimes.com/2019/09/14/sunday-review/brett-kavanaugh-deborah-ramirez-yale.html
[3] https://www.nytimes.com/2019/09/16/nyregion/trump-tax-returns-cy-vance.html?smid=tw-nytimes&smtyp=cur
[3] https://www.nytimes.com/2019/09/17/style/women-poop-at-work.html
[2] https://www.nytimes.com/2019/09/16/nyregion/youth-climate-strike-nyc.html
[2] https://www.nytimes.com/2019/06/02/us/politics/elaine-chao-china.html

Top URLs in Tweet in G7:
[7] https://www.nytimes.com/2019/09/16/us/politics/trump-saudi-tweet.html?smid=nytcore-ios-share
[6] https://www.nytimes.com/2019/09/16/nyregion/trump-tax-returns-cy-vance.html
[5] https://www.nytimes.com/2019/09/17/obituaries/cokie-roberts-dead.html
[3] https://www.nytimes.com/2019/09/17/world/asia/indonesia-fires-photos.html
[2] https://www.nytimes.com/2019/09/16/nyregion/youth-climate-strike-nyc.html
[1] https://twitter.com/nytimes/status/1173748452406087681
[1] https://www.nytimes.com/2019/09/16/opinion/abortion-health-religion.html
[1] https://www.nytimes.com/2019/09/09/opinion/planned-parenthood-ohio-title-x.html
[1] https://www.nytimes.com/2019/09/16/us/politics/elizabeth-warren-nyc-rally-speech.html?smid=nytcore-ios-share
[1] https://www.nytimes.com/2019/09/17/us/politics/corey-lewandowski-testimony.html

Top URLs in Tweet in G8:
[131] https://www.nytimes.com/2019/09/16/nyregion/trump-tax-returns-cy-vance.html?smid=tw-nytimes&smtyp=cur
[45] https://www.nytimes.com/2019/09/16/nyregion/trump-tax-returns-cy-vance.html
[4] https://www.nytimes.com/2019/09/16/opinion/republicans-democracy.html
[3] https://www.nytimes.com/2019/09/16/us/politics/elaine-chao-house-investigation.html
[2] https://www.nytimes.com/2019/09/17/opinion/insulin-prices-diabetics.html
[1] http://amyklobuchar.com/donate
[1] https://www.nytimes.com/2019/09/13/us/politics/next-democratic-debate-october.html
[1] https://www.nytimes.com/2014/09/14/sunday-review/the-assault-weapon-myth.html
[1] https://www.nytimes.com/2019/09/14/world/middleeast/saudi-arabia-refineries-drone-attack.html

Top URLs in Tweet in G9:
[238] https://www.nytimes.com/1997/12/19/us/cia-says-it-has-found-no-link-between-itself-and-crack-trade.html
[9] https://www.nytimes.com/2019/09/12/world/middleeast/facebook-netanyahu-bot.html
[9] https://twitter.com/dylanotes/status/1173951366160617472
[1] https://www.nytimes.com/2019/09/17/opinion/israel-election.html

Top URLs in Tweet in G10:
[8] https://www.nytimes.com/2019/09/17/us/politics/shane-gillis-snl-andrew-yang.html#commentsContainer
[7] https://www.nytimes.com/2019/09/17/us/politics/shane-gillis-snl-andrew-yang.html
[3] https://www.nytimes.com/2019/09/17/us/politics/shane-gillis-snl-andrew-yang.html?action=click&module=Top%20Stories&pgtype=Homepage
[3] https://www.nytimes.com/2019/09/17/us/politics/elizabeth-warren-trump-populism.html
[2] https://www.nytimes.com/2019/09/15/health/purdue-pharma-bankruptcy-opioids-settlement.html
[2] https://twitter.com/nytimes/status/1173948521197821952
[2] https://www.nytimes.com/2019/09/16/us/politics/working-families-party-elizabeth-warren.html
[2] https://www.nytimes.com/2019/09/12/podcasts/the-daily/andrew-yang-democratic-debate.html
[2] https://www.nytimes.com/2019/09/16/us/politics/elizabeth-warren-nyc-rally-speech.html?smid=nytcore-ios-share
[1] https://www.nytimes.com/2019/04/15/us/politics/bernie-sanders-taxes.html

Top Domains
Top Domains in Tweet in Entire Graph:
[3821] nytimes.com
[331] trib.al
[291] twitter.com
[19] saraacarter.com
[18] linkedin.com
[5] google.com
[5] tinyurl.com
[4] getpocket.com
[4] mywebcommunity.org
[3] odaction.com

Top Domains in Tweet in G1:
[234] nytimes.com
[113] trib.al
[21] twitter.com
[12] saraacarter.com
[1] ffm.to
[1] t.co
[1] americanscientist.org
[1] lnk.to
[1] gha-associates.com
[1] comtech-networking.com

Top Domains in Tweet in G2:
[1107] nytimes.com
[110] twitter.com
[28] trib.al
[18] linkedin.com
[4] mywebcommunity.org
[4] getpocket.com
[3] odaction.com
[2] tinyurl.com
[2] ampproject.org
[2] trapier.org

Top Domains in Tweet in G3:
[102] nytimes.com

Top Domains in Tweet in G4:
[27] nytimes.com
[8] trib.al
[7] twitter.com
[1] actblue.com

Top Domains in Tweet in G5:
[138] nytimes.com
[18] trib.al
[6] twitter.com

Top Domains in Tweet in G6:
[103] nytimes.com
[1] trib.al

Top Domains in Tweet in G7:
[29] nytimes.com
[1] twitter.com

Top Domains in Tweet in G8:
[188] nytimes.com
[1] amyklobuchar.com

Top Domains in Tweet in G9:
[248] nytimes.com
[9] twitter.com

Top Domains in Tweet in G10:
[51] nytimes.com
[3] twitter.com
[1] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[599] brettkavanaugh
[595] scandal
[145] il03
[131] moscowmitch
[100] crookedchao
[32] aportopruebascontrauribe
[14] 观点
[12] afghan
[12] salmon
[12] yemen



Top Hashtags in Tweet in G1:
[587] scandal
[587] brettkavanaugh
[10] rt
[9] mlrugby
[5] gomodern
[5] yemen
[4] salmon
[4] climateemergency
[4] ipo
[4] mitchmcconnellisatraitor

Top Hashtags in Tweet in G2:
[6] cokieroberts
[4] fanniegate
[4] kca
[3] data
[3] rjm
[2] travel
[2] cx
[2] custexp
[2] nyt
[2] hongkongprotests

Top Hashtags in Tweet in G3:
[6] moscowmitch
[5] crookedchao
[4] kavanaughcoverup
[3] il03
[2] smartnews
[1] kleptowatch
[1] equifax
[1] breach
[1] settlement
[1] ftc

Top Hashtags in Tweet in G4:
[125] il03
[3] newdayinil03
[1] moscowmitch
[1] crookedchao
[1] greennewdeal
[1] impeachkavanaugh
[1] fightback

Top Hashtags in Tweet in G5:
[9] mustread
[4] rural
[4] medicareforall
[3] singlepayer
[3] insulin4all
[2] warren2020
[2] m4a
[2] ecigarettes
[1] haskell
[1] drugs

Top Hashtags in Tweet in G6:
[9] moscowmitch
[4] illinois
[3] il03
[1] extrememarie
[1] marienewman
[1] extremeradicalleftsocialist
[1] extremeradicalsecularist
[1] insensitivetodevelopingbabies
[1] stripmitch
[1] crookedchao

Top Hashtags in Tweet in G7:
[7] nowar
[1] il03

Top Hashtags in Tweet in G8:
[96] moscowmitch
[91] crookedchao

Top Hashtags in Tweet in G9:
[1] israel
[1] palestine
[1] jordanvalley

Top Hashtags in Tweet in G10:
[2] rip
[2] scandal
[2] brettkavanaugh
[1] medicareforall
[1] wethepeoplemarch
[1] character
[1] mondaymotivation
[1] mondaythoughts
[1] yang2020
[1] il03

Top Words
Top Words in Tweet in Entire Graph:
[9572] Words in Sentiment List#1: Positive
[10425] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[294342] Non-categorized Words
[314339] Total Words
[1677] amp
[1591] nytimes
[1450] gop
[1405] democracy
[1364] one

Top Words in Tweet in G1:
[1453] nytimes
[1177] accused
[637] case
[609] fact
[601] attorney
[596] defense
[593] stier
[592] himself
[592] hotel
[591] bill

Top Words in Tweet in G2:
[93] cokie
[86] times
[84] roberts
[82] york
[65] dead
[64] 75
[46] nyt
[42] 11
[39] trump
[39] journalist

Top Words in Tweet in G3:
[1180] gop
[1177] democracy
[1176] ignoring
[628] years
[601] go
[596] see
[591] norms
[589] system
[588] witnessing
[588] end

Top Words in Tweet in G4:
[1067] amp
[603] marie4congress
[592] working
[485] against
[482] one
[476] 2020
[472] people
[470] take
[470] democratic
[470] party

Top Words in Tweet in G5:
[309] court
[285] pack
[118] writes
[94] insurance
[84] democrats
[83] gop
[79] paulkrugman
[77] people
[71] president
[69] law

Top Words in Tweet in G6:
[286] trump
[155] house
[128] terms
[120] president
[120] saudi
[113] arabia
[107] chao
[105] sangernyt
[104] peterbakernyt
[103] donald

Top Words in Tweet in G7:
[253] fbi
[250] against
[248] brett
[248] kavanaugh
[248] allegations
[243] never
[243] confirmed
[243] highly
[243] credible
[243] responded

Top Words in Tweet in G8:
[141] one
[135] another
[135] tax
[135] returns
[134] trump's
[131] way
[131] donald
[96] wife
[91] looks
[91] time

Top Words in Tweet in G9:
[9] context
[9] unhinged
[9] hate
[9] campaign
[4] sorry
[4] man
[4] cia
[3] diplomats
[3] amp
[3] journos

Top Words in Tweet in G10:
[58] andrewyang
[52] berniesanders
[49] york
[44] times
[42] bernie
[42] sanders
[42] tax
[42] returns
[41] corporate
[40] released

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[677] far,go
[676] witnessing,end
[676] end,democracy
[676] democracy,known
[676] known,230
[676] 230,years
[676] years,gop
[676] gop,ignoring
[676] ignoring,norms
[676] norms,democracy

Top Word Pairs in Tweet in G1:
[596] defense,attorney
[591] clinton,defense
[589] max,stier
[587] #scandal,nytimes
[587] editors,omit
[587] omit,fact
[587] fact,max
[587] stier,accused
[587] accused,#brettkavanaugh
[587] #brettkavanaugh,worked

Top Word Pairs in Tweet in G2:
[75] cokie,roberts
[68] york,times
[61] dead,75
[34] commentator,dead
[33] journalist,commentator
[32] roberts,journalist
[27] newswoman,dead
[26] health,insurance
[26] roberts,veteran
[25] love,private

Top Word Pairs in Tweet in G3:
[588] witnessing,end
[588] end,democracy
[588] democracy,known
[588] known,230
[588] 230,years
[588] years,gop
[588] gop,ignoring
[588] ignoring,norms
[588] norms,democracy
[588] democracy,ignoring

Top Word Pairs in Tweet in G4:
[470] democratic,party
[469] going,take
[469] take,bigger
[469] bigger,stronger
[469] stronger,democratic
[469] party,one
[469] one,returned
[469] returned,fdr
[469] fdr,roots
[469] roots,amp

Top Word Pairs in Tweet in G5:
[283] pack,court
[135] court,pack
[55] opinion,paulkrugman
[55] paulkrugman,writes
[55] writes,democrats
[55] democrats,win
[55] win,election
[55] election,modern
[55] modern,gop
[55] gop,best

Top Word Pairs in Tweet in G6:
[113] saudi,arabia
[106] president,trump
[100] donald,trump
[98] trump,2014
[98] 2014,saudi
[98] arabia,fight
[98] fight,wars
[98] wars,president
[98] trump,2019
[98] 2019,waiting

Top Word Pairs in Tweet in G7:
[248] brett,kavanaugh
[243] kavanaugh,never
[243] never,confirmed
[243] confirmed,against
[243] against,highly
[243] highly,credible
[243] credible,allegations
[243] allegations,responded
[243] responded,partisan
[243] partisan,diatribe

Top Word Pairs in Tweet in G8:
[135] tax,returns
[133] trump's,tax
[131] one,way
[131] way,another
[131] another,donald
[131] donald,trump's
[91] looks,time
[91] time,#moscowmitch's
[91] #moscowmitch's,wife
[91] wife,hashtag

Top Word Pairs in Tweet in G9:
[9] context,unhinged
[9] unhinged,hate
[9] hate,campaign
[4] sorry,man
[4] man,cia
[3] diplomats,amp
[3] amp,journos
[3] journos,still
[3] still,intent
[3] intent,advancing

Top Word Pairs in Tweet in G10:
[44] york,times
[42] bernie,sanders
[42] tax,returns
[40] berniesanders,bernie
[40] sanders,released
[40] released,tax
[40] returns,part
[40] part,york
[26] asian,american
[24] shane,gillis

Top Replied-To
Top Replied-To in Entire Graph:
@berniesanders
@realdonaldtrump
@nytimes
@pekingmike
@bf8fu2so5hborry
@dianalunareja
@vaccineuk
@davidmweissman
@therynheart
@jimmy_dore

Top Replied-To in G1:
@nytimes
@saracarterdc
@juddlegum
@mmfa
@nygovcuomo

Top Replied-To in G2:
@autocyb

Top Replied-To in G3:
@sentoddyoung

Top Replied-To in G4:
@aoc

Top Replied-To in G5:
@jonahnro
@dandepetris
@paulkrugman
@inlawsoutlaws
@jbouie

Top Replied-To in G6:
@pekingmike
@therynheart
@restoretrustorg
@realdonaldtrump

Top Replied-To in G8:
@jaggottabekidd1

Top Replied-To in G10:
@berniesanders
@andrewyang
@kelly2277
@paulszoldra
@ewarren

Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@marie4congress
@billclinton
@sangernyt
@peterbakernyt
@paulkrugman
@pekingmike
@nytopinion
@tmgneff
@andrewyang

Top Mentioned in G1:
@nytimes
@billclinton
@chuckhoskin_jr
@rpogrebin
@bxchen
@katekelly
@richard4m
@david_philipps
@fssaiindia
@greenhousenyt

Top Mentioned in G3:
@marie4congress
@paulkrugman
@agericschmitt
@joshuawongcf
@hoccgoomusic
@nathanlawkc
@ceccgov

Top Mentioned in G4:
@marie4congress
@aoc
@paulkrugman
@strandjunker
@tmgneff

Top Mentioned in G5:
@paulkrugman
@nytopinion
@sarah_smarsh
@jbouie
@quincyinst
@nytimes
@madleyrachel
@stephenwertheim
@snahp_national
@karaswisher

Top Mentioned in G6:
@sangernyt
@peterbakernyt
@pekingmike
@maggienyt
@sharonlnyt
@markmazzettinyt
@catieedmondson
@anniekarni
@ericliptonnyt
@alexburnsnyt

Top Mentioned in G7:
@senwarren
@ppact
@democraticags
@marie4congress
@paulkrugman

Top Mentioned in G8:
@paulkrugman
@amyklobuchar
@ewarren
@marie4congress

Top Mentioned in G10:
@andrewyang
@petebuttigieg
@nytimes
@ewarren
@berniesanders
@joebiden
@yangganghub
@corybooker
@kamalaharris
@juliancastro

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@marshawright
@odio_nao
@moonbootica
@k009034
@inabster
@teshawnedmonds
@nilimajumder
@evankirstel

Top Tweeters in G1:
@k009034
@thereal_rebel
@soniaerasmus
@guardian
@jimpolk
@tia6sc
@janet_yackle
@kassandratroy
@lyndag1963
@castonchris

Top Tweeters in G2:
@marshawright
@ecointernetdrgb
@rachel_mcrea
@libertea2012
@dmataconis
@solusnan1
@drpatfarrell
@rwneilljr
@frankentan
@myloc_tracker

Top Tweeters in G3:
@inabster
@marieproia
@kenkircher1
@girlzinger
@sar_oso
@ken_crichlow
@kate_hawkins776
@gumboqueen3030
@margo94
@greenbiotechie

Top Tweeters in G4:
@moonbootica
@backstorymom1
@ggg_says
@dgendvil
@ganbare__ginkun
@jodotcom
@supermanhotmale
@dpmax100
@principia
@krakenstein

Top Tweeters in G5:
@baarahk
@s_total_s2
@glynmoody
@charluv2011
@mspan10
@geegeebythesea
@iggy
@davidpsdem
@shasta_otter
@gwydion620

Top Tweeters in G6:
@missb62
@twitlertwit
@argojournal
@truthglow
@michael2014abc
@sws_edu
@ndylan1
@miti_vigliero
@texangalcindy
@jrbkjrbk

Top Tweeters in G7:
@debilu2
@lizditz
@raygibbs1
@ecclesias
@teram323tere
@lorisums
@rhonda_harbison
@rebellegrrl
@bad_indian_girl
@katgodspell

Top Tweeters in G8:
@phendricks71
@trump_enemy
@wechoosewisdom
@anneannapolis
@dianesatx
@ateacher97
@jplau1
@rcarr57
@egeogh
@taritac

Top Tweeters in G9:
@ionlysayfacts
@pbs_impulse9
@big_smalls
@aceredband1t
@tifethebawse
@yoangel
@eddieiscaligula
@richdatdude
@_wordsmiff_
@eagleeye1906

Top Tweeters in G10:
@lovetogive2
@usatopguns
@unctarheels5633
@dianesbaker1
@carrybeyond
@harvickgirl_4
@onecauseatatime
@cturtle31
@saysdana
@marlamhughes


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