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SenWarren OR %22Elizabeth Warren%22 OR elizabethforma_2017-04-20_22-08-59.xlsx
SenWarren OR "Elizabeth Warren" OR elizabethforma_2017-04-20_22-08-59.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2017
Short Description:
SenWarren OR "Elizabeth Warren" OR elizabethforma via NodeXL http://bit.ly/2otl2br
@senwarren
@elizabethforma
@kylegriffin1
@maddow

Description:
Description
The graph represents a network of 4,920 Twitter users whose tweets in the requested range contained "SenWarren OR "Elizabeth Warren" OR elizabethforma", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 April 2017 at 05:10 UTC.

The requested start date was Friday, 21 April 2017 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 1-hour, 38-minute period from Wednesday, 19 April 2017 at 19:29 UTC to Thursday, 20 April 2017 at 21:08 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 : 4920
Unique Edges : 9216
Edges With Duplicates : 3472
Total Edges : 12688
Self-Loops : 545
Reciprocated Vertex Pair Ratio : 0.00966183574879227
Reciprocated Edge Ratio : 0.0191387559808612
Connected Components : 402
Single-Vertex Connected Components : 273
Maximum Vertices in a Connected Component : 4228
Maximum Edges in a Connected Component : 11955
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.643072
Graph Density : 0.000405884268234835
Modularity : 0.548759
NodeXL Version : 1.0.1.379

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[202] http://insider.foxnews.com/2017/04/20/kevin-jackson-rips-elizabeth-warren-claiming-ugly-stew-racism-led-trumps-election-win
[95] http://www.breitbart.com/big-government/2017/01/27/elizabeth-warren-fails-to-disclose-1-3-million-line-of-credit/
[71] https://twitter.com/AlexanderDeLuca/status/854788804200341504
[61] https://twitter.com/elizabethforma/status/854414348600651777
[60] http://occupydemocrats.com/2017/04/20/elizabeth-warren-just-vowed-take-trump-rachel-maddows-show/
[47] http://www.politicususa.com/2017/04/19/elizabeth-warren-sounds-alarm-trump-deliver-knockout-blow-middle-class.html
[31] http://www.huffingtonpost.com/entry/elizabeth-warren-donald-trump-presidency_us_58f7290ae4b05b9d613e786c?ncid=engmodushpmg00000004
[26] http://trib.al/bA88kng
[25] http://www.foxnews.com/politics/2017/04/19/sarah-palin-knocks-elizabeth-warren-for-swiping-her-quote.html
[24] http://www.bostonherald.com/news/columnists/howie_carr/2017/04/carr_the_latest_from_elizabeth_warren_leaves_me_pooped

Top URLs in Tweet in G1:
[185] http://insider.foxnews.com/2017/04/20/kevin-jackson-rips-elizabeth-warren-claiming-ugly-stew-racism-led-trumps-election-win
[17] http://www.foxnews.com/politics/2017/04/20/elizabeth-warren-im-not-running-for-president-in-2020.html
[17] http://www.foxnews.com/politics/2017/04/19/sarah-palin-knocks-elizabeth-warren-for-swiping-her-quote.html
[10] http://www.breitbart.com/big-government/2017/01/27/elizabeth-warren-fails-to-disclose-1-3-million-line-of-credit/
[2] http://insider.foxnews.com/2017/04/20/elizabeth-warren-trump-kim-jong-un-joy-behar-view
[2] http://trib.al/1zz2jZC
[2] http://www.westernjournalism.com/ted-cruz-elizabeth-warren-can-defeat-trump-2020/?utm_source=twitter&utm_medium=westjournalism
[1] https://twitter.com/i/web/status/855166166024761344
[1] https://twitter.com/i/web/status/855100448344342528
[1] https://twitter.com/i/web/status/855166054330486788

Top URLs in Tweet in G2:
[24] http://trib.al/bA88kng
[7] http://trib.al/ICZaO2R
[6] http://occupydemocrats.com/2017/04/20/elizabeth-warren-just-vowed-take-trump-rachel-maddows-show/
[5] http://po.st/scms/OrMCe04Lcp0lOFmbYqK-tPTzJpoaCzOdyIwfOEELcp0/Qovijj
[4] https://howiecarrshow.com/the-latest-from-elizabeth-warren-leaves-me-pooped/
[4] http://www.thedailybeast.com/articles/2017/04/19/elizabeth-warren-on-the-view-my-biggest-regret-is-that-donald-trump-is-president.html
[3] http://time.com/collection/2017-time-100/4736325/elizabeth-warren
[3] https://twitter.com/nowthisnews/status/854447209261039616
[3] http://www.foxnews.com/politics/2017/04/19/sarah-palin-knocks-elizabeth-warren-for-swiping-her-quote.html
[2] http://trib.al/aDAE9EC

Top URLs in Tweet in G3:
[10] http://www.politicususa.com/2017/04/19/elizabeth-warren-sounds-alarm-trump-deliver-knockout-blow-middle-class.html
[10] https://twitter.com/PaganChild/status/854773299338989568
[4] https://twitter.com/SenWarren/status/855096923467939840
[2] http://trib.al/K5uCb7p
[2] http://trib.al/cNawRda
[2] http://msnbc.trib.al/lhpQRN0
[2] http://www.msnbc.com/rachel-maddow/watch/warren-turn-heat-up-on-trump-russia-case-924966467797
[2] https://twitter.com/theloyalo/status/855040268759965696
[2] https://itunes.apple.com/us/album/all-the-news-thats-fit-to-sing/id111189479?i=111188850
[2] https://twitter.com/senwarren/status/850802259193737217

Top URLs in Tweet in G4:
[2] http://www.theblaze.com/news/2012/06/02/harsh-foreclosure-critic-elizabeth-warren-reportedly-made-a-fortune-flipping-foreclosed-homes/
[2] https://www.youtube.com/watch?v=28rSjIljrx4&feature=youtu.be
[2] https://www.youtube.com/watch?v=1sGzroSMhRw&feature=youtu.be&a
[1] https://twitter.com/i/web/status/855166186539155457
[1] http://us.macmillan.com/static/holt/this-fight-is-our-fight-the-battle-to-save-americas-middle-class-elizabeth-warren/
[1] https://twitter.com/i/web/status/855165768249614337
[1] https://twitter.com/i/web/status/855165066135519232
[1] https://twitter.com/i/web/status/855143618889211904
[1] http://www.theblaze.com/video/heres-what-elizabeth-warren-doesnt-know-about-the-fearless-girl-statue/
[1] https://twitter.com/i/web/status/855163153386221568

Top URLs in Tweet in G5:
[14] http://fortune.com/?p=1913595
[13] http://www.politicususa.com/2017/04/19/elizabeth-warren-sounds-alarm-trump-deliver-knockout-blow-middle-class.html
[7] http://www.alternet.org/news-amp-politics/elizabeth-warren-reveals-mitch-mcconnell-just-big-jerk-behind-closed-doors
[4] http://www.newsweek.com/senator-elizabeth-warren-trump-win-ugly-stew-racism-586597
[4] https://twitter.com/Politics_Polls/status/855079779069865984
[2] https://twitter.com/thehill/status/854907754166792193
[1] http://trib.al/bA88kng
[1] https://twitter.com/i/web/status/854298266539786240
[1] https://twitter.com/i/web/status/854792693188317185
[1] http://www.politicususa.com/2017/04/18/elizabeth-warren-pulverizes-republicans-question-trump-fears.html

Top URLs in Tweet in G6:
[11] http://waynedupree.com/super-pac-elizabeth-warren/?utm_source=dlvr.it&utm_medium=twitter
[10] http://www.cnbc.com/2017/04/19/elizabeth-warren-my-biggest-regret-is-that-donald-trump-is-president-of-the-united-states-period.html
[9] http://www.msnbc.com/rachel-maddow/watch/warren-trump-poised-to-deliver-knock-out-blow-to-middle-class-924959299911
[7] http://insider.foxnews.com/2017/04/20/kevin-jackson-rips-elizabeth-warren-claiming-ugly-stew-racism-led-trumps-election-win
[6] http://www.foxnews.com/politics/2017/04/19/sarah-palin-knocks-elizabeth-warren-for-swiping-her-quote.html?cmpid=prn_msn
[6] https://twitter.com/elizabethforma/status/854414348600651777
[5] http://freebeacon.com/politics/elizabeth-warren-is-not-running-for-president-or-maybe-she-is/
[5] http://www.foxnews.com/politics/2017/04/20/elizabeth-warren-im-not-running-for-president-in-2020.html
[5] http://video.foxnews.com/v/5404980778001/
[5] https://twitter.com/senwarren/status/855096923467939840

Top URLs in Tweet in G7:
[9] http://trib.al/vcdGzlS
[7] http://msnbc.trib.al/SGtm1dK
[4] http://www.salon.com/2017/04/17/the-gop-effort-to-crush-elizabeth-warren-ahead-of-2020-has-begun-conservative-pac-looks-to-derail-potential-presidential-bid/
[4] http://www.huffingtonpost.com.mx.linkis.com/9fwJJ
[3] http://www.snappytv.com/tc/4500169/2805756
[2] http://www.msnbc.com/rachel-maddow/watch/warren-democracy-can-t-be-a-spectator-sport-924975171933
[2] http://www.snappytv.com/tc/4490278/2798374
[1] https://twitter.com/i/web/status/853467242918363136
[1] https://twitter.com/i/web/status/855147874878980096
[1] https://twitter.com/i/web/status/855147147322421250

Top URLs in Tweet in G8:
[71] https://twitter.com/AlexanderDeLuca/status/854788804200341504
[31] http://www.huffingtonpost.com/entry/elizabeth-warren-donald-trump-presidency_us_58f7290ae4b05b9d613e786c?ncid=engmodushpmg00000004
[3] http://trib.al/qStxauC
[2] http://trib.al/9Izi2Lt
[2] http://trib.al/lKL1c7z
[2] https://www.youtube.com/watch?v=vVqnflhU0tY&feature=youtu.be
[1] http://www.politicususa.com/2017/04/19/elizabeth-warren-sounds-alarm-trump-deliver-knockout-blow-middle-class.html
[1] http://time.com/collection/2017-time-100/4736325/elizabeth-warren/
[1] https://twitter.com/i/web/status/855163673073123329
[1] https://twitter.com/i/web/status/854500570702524416

Top URLs in Tweet in G9:
[11] http://trib.al/77JWcTW
[6] http://w.bos.gl/RPDKkWV
[2] https://twitter.com/JCLRRA/status/855163551643783168
[2] https://www.wsj.com/articles/exxon-seeks-u-s-waiver-to-work-in-russia-despite-sanctions-1492620677
[1] http://www.msnbc.com/rachel-maddow/watch/warren-turn-heat-up-on-trump-russia-case-924966467797
[1] https://www.nytimes.com/2017/04/19/arts/television/elizabeth-warren-jimmy-fallon-mitch-mcconnell.html
[1] http://www.politicususa.com/2017/04/19/elizabeth-warren-sounds-alarm-trump-deliver-knockout-blow-middle-class.html
[1] https://twitter.com/i/web/status/855141690482376704
[1] https://twitter.com/i/web/status/854799918019612672

Top URLs in Tweet in G10:
[9] https://www.nytimes.com/2017/04/18/books/review/this-fight-is-our-fight-elizabeth-warren.html?smid=tw-share
[1] https://twitter.com/i/web/status/855065259614318593
[1] https://twitter.com/i/web/status/854857310644051968
[1] http://www.msnbc.com/rachel-maddow/watch/warren-trump-poised-to-deliver-knock-out-blow-to-middle-class-924959299911
[1] http://www.cbsnews.com/news/book-excerpt-elizabeth-warren-this-fight-is-our-fight/
[1] https://twitter.com/i/web/status/854785768723755011

Top Domains
Top Domains in Tweet in Entire Graph:
[894] twitter.com
[300] foxnews.com
[107] trib.al
[99] breitbart.com
[70] occupydemocrats.com
[54] politicususa.com
[35] huffingtonpost.com
[34] youtube.com
[33] fb.me
[24] bostonherald.com

Top Domains in Tweet in G1:
[221] foxnews.com
[127] twitter.com
[10] breitbart.com
[2] fb.me
[2] trib.al
[2] westernjournalism.com
[1] angrypatriotmovement.com
[1] thehornnews.com
[1] washingtonexaminer.com
[1] fortune.com

Top Domains in Tweet in G2:
[164] twitter.com
[37] trib.al
[11] linkis.com
[9] occupydemocrats.com
[7] foxnews.com
[5] po.st
[4] time.com
[4] howiecarrshow.com
[4] youtube.com
[4] thedailybeast.com

Top Domains in Tweet in G3:
[171] twitter.com
[10] politicususa.com
[7] trib.al
[2] salon.com
[2] msnbc.com
[2] apple.com
[1] bostonherald.com
[1] democracyincolor.com
[1] breitbart.com
[1] apple.news

Top Domains in Tweet in G4:
[64] twitter.com
[14] youtube.com
[3] theblaze.com
[1] macmillan.com
[1] trib.al
[1] npr.org
[1] foxnews.com
[1] facebook.com
[1] newsbusters.org
[1] gopusa.com

Top Domains in Tweet in G5:
[14] politicususa.com
[14] fortune.com
[13] twitter.com
[10] alternet.org
[4] newsweek.com
[1] trib.al
[1] ln.is
[1] yahoo.com
[1] samuel-warde.com

Top Domains in Tweet in G6:
[44] twitter.com
[31] foxnews.com
[17] fb.me
[12] waynedupree.com
[11] cnbc.com
[9] freebeacon.com
[9] msnbc.com
[7] youtube.com
[6] feedburner.com
[5] westernjournalism.com

Top Domains in Tweet in G7:
[22] twitter.com
[16] trib.al
[5] snappytv.com
[4] salon.com
[4] linkis.com
[3] msnbc.com
[1] elizabethwarren.com
[1] youtube.com
[1] occupydemocrats.com
[1] washingtonpost.com

Top Domains in Tweet in G8:
[92] twitter.com
[32] huffingtonpost.com
[7] trib.al
[2] nytimes.com
[2] youtube.com
[1] politicususa.com
[1] time.com
[1] occupydemocrats.com

Top Domains in Tweet in G9:
[11] trib.al
[6] bos.gl
[4] twitter.com
[2] wsj.com
[1] msnbc.com
[1] nytimes.com
[1] politicususa.com

Top Domains in Tweet in G10:
[9] nytimes.com
[3] twitter.com
[1] msnbc.com
[1] cbsnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[193] time100
[134] trumprussia
[118] isupportanindependenttrumprussiaprobe
[82] fauxcohaontas
[40] theresistance
[28] tcot
[22] resist
[20] trump
[20] women
[19] maga



Top Hashtags in Tweet in G1:
[8] fauxcohaontas
[4] buyamericanhireamerican
[4] hypocrisy
[4] madeinchina
[4] unicornfrappuccino
[4] thursdaythoughts
[3] fridayfeeling
[3] fauxcahontas
[2] maga
[2] disgusting

Top Hashtags in Tweet in G2:
[36] time100
[16] cherokee
[10] theresistance
[7] maga
[6] breaking
[6] complicit
[6] maddow
[6] p2
[5] politicalview
[5] draintheswamp

Top Hashtags in Tweet in G3:
[20] theresistance
[18] women
[14] womensmarch
[11] resist
[8] trumprussia
[6] fightlikeagirl
[4] russiagate
[4] senatedems
[3] equalpay
[2] norefugees

Top Hashtags in Tweet in G4:
[5] trumptaxes
[3] time100
[2] fightlikeagirl
[2] resist
[2] maddow
[2] eyewitness
[2] american
[2] women
[1] enoughisenough
[1] taxday

Top Hashtags in Tweet in G5:
[4] buildthewall
[4] rt
[4] theresistance
[4] uniteblue
[2] p2
[2] time100
[1] p2b
[1] ctl
[1] liberalsunite

Top Hashtags in Tweet in G6:
[12] trump
[7] tcot
[6] sitroom
[5] nyc
[4] cnn
[4] boston
[3] maga
[2] elizabethwarren
[2] ampat
[2] chicago

Top Hashtags in Tweet in G7:
[2] maga
[2] shepersisted
[2] maddow
[2] time100
[2] theresistance
[1] warren2020
[1] breaking
[1] trumprussia
[1] isupportanindependenttrumprussiaprobe
[1] cmonman

Top Hashtags in Tweet in G8:
[38] time100
[3] trumprussia
[3] isupportanindependenttrumprussiaprobe
[2] childhoodcancer
[2] watch
[2] listen
[2] help
[2] nodapl
[2] firescottpruitt
[2] saveourwater

Top Hashtags in Tweet in G9:
[114] trumprussia
[112] isupportanindependenttrumprussiaprobe
[6] time100
[2] followthemoney

Top Hashtags in Tweet in G10:
[84] time100
[7] shepersisted
[4] trump
[1] trumprussia
[1] isupportanindependenttrumprussiaprobe

Top Words
Top Words in Tweet in Entire Graph:
[3633] Words in Sentiment List#1: Positive
[3055] Words in Sentiment List#2: Negative
[53] Words in Sentiment List#3: Angry/Violent
[80851] Non-categorized Words
[87546] Total Words
[2583] senwarren
[2084] warren
[1976] elizabeth
[1131] trump
[972] foxnews

Top Words in Tweet in G1:
[936] senwarren
[924] foxnews
[897] kevinjacksontbs
[451] realdonaldtrump
[349] woman
[349] being
[345] american
[344] tell
[342] leave
[339] faked

Top Words in Tweet in G2:
[844] senwarren
[179] s
[165] theview
[149] trump
[116] senscottbrown
[93] warren
[93] office
[86] 90
[86] days
[83] years

Top Words in Tweet in G3:
[295] senwarren
[66] nancypelosi
[66] sensanders
[65] dbongino
[54] repadamschiff
[53] senschumer
[49] tomperez
[45] maxinewaters
[44] warren
[40] trump

Top Words in Tweet in G4:
[449] elizabethforma
[202] fight
[200] girl
[69] aclockworkliz
[59] pixeljade
[53] people
[47] indigoferadyeri
[41] office
[34] seansalvador101
[30] warren

Top Words in Tweet in G5:
[306] s
[304] warren
[291] elizabeth
[285] trump
[224] kylegriffin1
[156] one
[153] delivering
[153] gut
[153] punch
[153] another

Top Words in Tweet in G6:
[250] warren
[247] elizabeth
[78] trump
[60] president
[31] s
[25] running
[24] biggest
[24] regret
[23] palin
[22] sarah

Top Words in Tweet in G7:
[194] maddow
[171] warren
[165] elizabeth
[148] trump
[144] msnbc
[130] sen
[124] s
[121] joins
[119] live
[119] tonight

Top Words in Tweet in G8:
[141] kamalaharris
[139] senwarren
[128] peterdaou
[106] sengillibrand
[71] mention
[62] warren
[60] elizabeth
[43] elizabethforma
[41] trump's
[38] years

Top Words in Tweet in G9:
[138] elizabeth
[138] warren
[115] funder
[114] trumprussia
[112] sen
[112] time
[112] turn
[112] heat
[112] up
[112] case

Top Words in Tweet in G10:
[155] warren
[153] elizabeth
[89] one
[84] time100
[84] influential
[84] people
[84] retweet
[84] stand
[84] against
[84] hatred

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1916] elizabeth,warren
[874] foxnews,kevinjacksontbs
[723] kevinjacksontbs,senwarren
[354] american,indian
[348] senwarren,leave
[345] leave,woman
[345] woman,faked
[344] faked,herself
[344] herself,being
[344] being,american

Top Word Pairs in Tweet in G1:
[853] foxnews,kevinjacksontbs
[707] kevinjacksontbs,senwarren
[341] senwarren,leave
[340] leave,woman
[339] woman,faked
[339] faked,herself
[339] herself,being
[338] being,american
[338] american,indian
[338] indian,tell

Top Word Pairs in Tweet in G2:
[104] senwarren,senscottbrown
[103] theview,senwarren
[86] 90,days
[83] days,office
[82] thedailybeast,senwarren
[73] senwarren,trump's
[73] trump's,90
[73] office,oh
[73] oh,god
[73] god,s

Top Word Pairs in Tweet in G3:
[39] elizabeth,warren
[32] make,mistake
[32] mistake,senwarren
[32] senwarren,total
[32] total,fraudster
[32] fraudster,knows
[32] knows,lie
[32] lie,goal
[32] goal,fulfill
[32] fulfill,endless

Top Word Pairs in Tweet in G4:
[192] fight,girl
[189] elizabethforma,fight
[69] aclockworkliz,elizabethforma
[58] pixeljade,aclockworkliz
[36] indigoferadyeri,pixeljade
[25] elizabeth,warren
[22] seansalvador101,pixeljade
[20] people,run
[20] run,office
[20] office,people

Top Word Pairs in Tweet in G5:
[291] elizabeth,warren
[155] kylegriffin1,elizabeth
[154] trump,s
[153] delivering,one
[153] one,gut
[153] gut,punch
[153] punch,another
[152] warren,pn
[152] pn,trump
[152] s,first

Top Word Pairs in Tweet in G6:
[236] elizabeth,warren
[24] biggest,regret
[24] running,president
[22] donald,trump
[20] sarah,palin
[20] regret,donald
[20] trump,president
[19] warren,'my
[19] 'my,biggest
[18] president,united

Top Word Pairs in Tweet in G7:
[164] elizabeth,warren
[126] sen,elizabeth
[121] warren,joins
[120] trump,s
[119] 9pm,et
[118] tonight,sen
[118] joins,maddow
[118] maddow,discuss
[118] discuss,democratic
[118] democratic,challenge

Top Word Pairs in Tweet in G8:
[102] sengillibrand,senwarren
[100] kamalaharris,sengillibrand
[71] mention,kamalaharris
[70] peterdaou,mention
[60] elizabeth,warren
[37] dog,years
[36] warren,trump's
[36] trump's,presidency
[36] presidency,feels
[36] feels,dog

Top Word Pairs in Tweet in G9:
[138] elizabeth,warren
[112] sen,elizabeth
[112] warren,time
[112] time,turn
[112] turn,heat
[112] heat,up
[112] up,trumprussia
[112] trumprussia,case
[112] case,isupportanindependenttrumprussiaprobe
[111] funder,sen

Top Word Pairs in Tweet in G10:
[152] elizabeth,warren
[84] warren,one
[84] one,time100
[84] time100,influential
[84] influential,people
[84] people,retweet
[84] retweet,stand
[84] stand,against
[84] against,hatred
[83] disavowtrump16,elizabeth

Top Replied-To
Top Replied-To in Entire Graph:
@foxnews
@senwarren
@elizabethforma
@indigoferadyeri
@seansalvador101
@foxnewsinsider
@theview
@peterdaou
@dbongino
@repadamschiff

Top Replied-To in G1:
@foxnews
@1ofakndlizzy
@nanaonsugar
@stevejohnson563
@mattmurfbc80
@senwarren
@oldmandecoy
@madmomnotodrugs
@rauliegonzo
@cynthiaannadam1

Top Replied-To in G2:
@senwarren
@theview
@thedailybeast
@mountaingirl757
@abcpolitics
@rosie
@jokersrules
@ushagsheep
@kitlane
@kimberlyblunk

Top Replied-To in G3:
@repadamschiff
@dbongino
@sensanders
@senwarren
@thehill
@nancypelosi
@willis_hubbard_
@jessikajayne
@hillaryclinton
@senjohnmccain

Top Replied-To in G4:
@elizabethforma
@indigoferadyeri
@seansalvador101
@lehart
@senwarren
@kopnisl
@portiamcgonagal
@iamsarabourne
@evan_welch
@thehill

Top Replied-To in G5:
@senwarren
@paganchild
@kylegriffin1
@nowthisnews
@thehill

Top Replied-To in G7:
@msnbc
@senwarren
@sleepyjoe2
@andrewthoesen
@wendy_hail
@elizabethforma
@cnbc
@potus
@lindadark63
@geenie76

Top Replied-To in G8:
@peterdaou
@kamalaharris
@david98716494
@johnsmithchgo
@ichooseliberty
@ijeftomi
@4ccsupertwinky
@llstudent08
@vabvox
@armandodkos

Top Replied-To in G9:
@funder
@nytimes
@reuters
@l_tucc
@bostonglobe
@potus

Top Replied-To in G10:
@chelseahandler

Top Mentioned
Top Mentioned in Entire Graph:
@senwarren
@kevinjacksontbs
@foxnews
@realdonaldtrump
@elizabethforma
@kylegriffin1
@maddow
@kamalaharris
@theview
@msnbc

Top Mentioned in G1:
@senwarren
@kevinjacksontbs
@foxnews
@realdonaldtrump
@foxnewsinsider
@jbaker31826004
@pinkk9lover
@gartrelllinda
@scottwa46389753
@bossyamerican2

Top Mentioned in G2:
@senwarren
@theview
@senscottbrown
@thedailybeast
@rosie
@abcpolitics
@senkamalaharris
@realdonaldtrump
@timtravels007
@occupydemocrats

Top Mentioned in G3:
@senwarren
@nancypelosi
@sensanders
@senschumer
@tomperez
@dbongino
@maxinewaters
@repadamschiff
@senatedems
@repswalwell

Top Mentioned in G4:
@elizabethforma
@aclockworkliz
@pixeljade
@fallontonight
@emilyslist
@senwarren
@youtube
@dkuck15138
@iamsarabourne
@indigoferadyeri

Top Mentioned in G5:
@kylegriffin1
@politicususa
@adamsflafan
@senwarren
@alternet
@serpentine202
@nowthisnews
@kamalaharris
@joaquincastrotx
@gavinnewsom

Top Mentioned in G6:
@redostoneage
@w3livenews
@1isten_up
@syqau
@mfinizza
@npnikk

Top Mentioned in G7:
@maddow
@msnbc
@senwarren
@arianebellamar
@elizabethforma
@cnbc
@realdonaldtrump
@christiandems
@maddowblog
@salon

Top Mentioned in G8:
@kamalaharris
@senwarren
@sengillibrand
@peterdaou
@elizabethforma
@huffpostpol
@safetypindaily
@kylegriffin1
@sallyalbright
@funder

Top Mentioned in G9:
@funder
@nytimes
@bostonglobe
@senwarren
@louisemensch
@maddow
@bboyd1258
@kylegriffin1
@hillaryclinton
@putinrf_eng

Top Mentioned in G10:
@disavowtrump16
@chelseahandler
@paulkrugman
@dominic_lyon
@unitewomenri
@kylegriffin1
@msnbc
@maddow
@funder
@elizabethforma

Top Tweeters
Top Tweeters in Entire Graph:
@jojokejohn
@jamesroy
@chris_1791
@sjb6991
@marketstocknews
@jim_peoples_
@gottalaff
@ktinoj
@rtoberl
@monicasloves

Top Tweeters in G1:
@sjb6991
@lucysullivan888
@grainofsands
@christianrep
@ahurastan
@foxnews
@christichat
@chickendorukwom
@philmonaco67
@birrdytalk

Top Tweeters in G2:
@catawu
@njmike319
@lehimesa
@crewislife
@petefrt
@thatbillokeefe
@antarianrani
@carolde
@saminhim
@jammiewf

Top Tweeters in G3:
@jojokejohn
@bannerite
@onahunttoday
@thehill
@steph93065
@josephtaylor26
@bbcworld
@debi129
@therickwilson
@endoracrat

Top Tweeters in G4:
@carmenvellon
@hale4jesus
@dteambanning
@samy45
@earnest_one
@tekhelet
@evan_welch
@gift2usa
@leahmcelrath
@chiisaiokashi

Top Tweeters in G5:
@monicasloves
@wary12
@nyspanish
@adamsflafan
@raygibbs1
@dremmelqueen
@damonbethea1
@lisakbromley
@russelltim151
@ginsburgjobs

Top Tweeters in G6:
@jamesroy
@marketstocknews
@ktinoj
@redostoneage
@hwdrepublican
@chaelmontgomery
@gasfuel
@bitslaw
@boston_cp
@conservatexian

Top Tweeters in G7:
@gottalaff
@manyazuba
@wonderfullone
@slate
@abcnews
@jlynneda
@j0rdan0re0
@salon
@cnbc
@anniesage

Top Tweeters in G8:
@allanbrauer
@actdontreact
@purplegarter1
@huffpostpol
@lopezgovlaw
@billm9
@cmbsweden
@vabvox
@freespeak3
@marcushjohnson

Top Tweeters in G9:
@manmet80
@minotauresse
@sddphoto
@amycrocker76amy
@nytimes
@bostonglobe
@rt_com
@bigaerosmithfan
@reuters
@latimes

Top Tweeters in G10:
@barbb0925
@jamizfoshiz
@ccourtneyclift
@margaritarr8
@unclerojelio
@wondermomwic
@donna_dhkbb
@iwrotegudomelet
@wendydshaffer
@future1senator