Bernie Sanders, Twitter, 6/20/2019 7:41:13 AM, 200559


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Bernie Sanders_2019-06-20_00-16-22.xlsx
Bernie Sanders_2019-06-20_00-16-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 20, 2019
Short Description:
Bernie Sanders via NodeXL http://bit.ly/2RoJJov
@charliekirk11
@ksorbs
@berniesanders
@philosophrob
@mel19791
@thehill
@davidsirota
@mkardos
@dreagallagher
@deplorablehigh1

Top hashtags:
#bernie2020
#rt
#berniesanders
#democraticsocialism
#nomiddleground
#morningjoe

Description:
Description
The graph represents a network of 5,313 Twitter users whose tweets in the requested range contained "Bernie Sanders", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 20 June 2019 at 07:17 UTC.

The requested start date was Tuesday, 18 June 2019 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 3-day, 1-hour, 12-minute period from Friday, 14 June 2019 at 19:18 UTC to Monday, 17 June 2019 at 20:31 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 : 5313
Unique Edges : 5906
Edges With Duplicates : 704
Total Edges : 6610
Number of Edge Types : 3
Mentions : 5493
Tweet : 741
Replies to : 376
Self-Loops : 741
Reciprocated Vertex Pair Ratio : 0.00251121076233184
Reciprocated Edge Ratio : 0.00500984075863303
Connected Components : 610
Single-Vertex Connected Components : 323
Maximum Vertices in a Connected Component : 4008
Maximum Edges in a Connected Component : 5324
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.314571
Graph Density : 0.00019803238929745
Modularity : 0.772172
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[42] http://www.trump-feed.com/viral-bernie-sanders-says-christianity-is-an-insult-to-muslims/
[39] https://saraacarter.com/bernie-sanders-says-americans-delighted-to-pay-more-taxes-to-get-free-stuff/
[25] https://www.commondreams.org/news/2019/06/16/fox-news-poll-bernie-sanders-would-beat-trump-9-points
[14] https://trib.al/DqRxRSV
[13] https://www.independent.co.uk/voices/elizabeth-warren-bernie-sanders-joe-biden-2020-electability-scared-a8962846.html
[12] https://www.commondreams.org/news/2019/06/16/fox-news-poll-bernie-sanders-would-beat-trump-9-points?utm_campaign=shareaholic&utm_medium=referral&utm_source=twitter
[11] https://www.theguardian.com/commentisfree/2019/jun/13/bernie-sanders-socialism-old-school-american-liberalism?CMP=share_btn_tw
[10] https://thehill.com/homenews/campaign/446807-bernie-sanders-weve-got-25000-volunteers-in-iowa
[10] https://www.foxnews.com/politics/bernie-sanders-americans-will-be-delighted-to-pay-more-in-taxes-for-free-health-care-education
[10] http://www.lawyersgunsmoneyblog.com/2019/06/is-bernie-sanderss-left-liberalism-categorically-different-than-elizabeth-warrens-spoiler-no

Top URLs in Tweet in G1:
[1] https://twitter.com/ksorbs/status/1140625760190902273
[1] http://www.trump-feed.com/viral-bernie-sanders-says-christianity-is-an-insult-to-muslims/

Top URLs in Tweet in G2:
[1] https://www.jacksonville.com/reason/fact-check/2016-08-19/story/fact-check-did-bernie-sanders-accept-payment-endorsement-hillary
[1] https://twitter.com/stevescalise/status/1139490157906857984

Top URLs in Tweet in G3:
[11] https://www.commondreams.org/news/2019/06/16/fox-news-poll-bernie-sanders-would-beat-trump-9-points?utm_campaign=shareaholic&utm_medium=referral&utm_source=twitter
[4] https://www.commondreams.org/news/2019/06/16/fox-news-poll-bernie-sanders-would-beat-trump-9-points
[3] https://www.theguardian.com/commentisfree/2019/jun/13/bernie-sanders-socialism-old-school-american-liberalism?CMP=share_btn_tw
[3] https://gritpost.com/bernie-sanders-campaign-more-money-dnc/
[3] https://www.commondreams.org/news/2019/06/06/abortion-conscience-not-government-declared-bernie-sanders-1972
[2] https://nhlabornews.com/2019/04/sanders-calls-on-trump-and-2020-presidential-candidates-to-support-fair-trade-deals-and-stand-with-workers/
[1] https://twitter.com/GunnelsWarren/status/1140697025257922560
[1] https://www.facebook.com/notes/sally-hampton-brzescinski/elizabeth-warren-vs-bernie-sanders-there-are-important-differences/2308000299243682/
[1] https://www.nytimes.com/2019/06/13/opinion/insulin-price-costs.html?action=click&module=Opinion&pgtype=Homepage
[1] https://thehill.com/homenews/campaign/446807-bernie-sanders-weve-got-25000-volunteers-in-iowa

Top URLs in Tweet in G4:
[14] https://www.commondreams.org/news/2019/06/16/fox-news-poll-bernie-sanders-would-beat-trump-9-points
[9] https://thehill.com/homenews/campaign/446807-bernie-sanders-weve-got-25000-volunteers-in-iowa
[8] https://www.theguardian.com/commentisfree/2019/jun/13/bernie-sanders-socialism-old-school-american-liberalism?CMP=share_btn_tw
[7] https://thehill.com/blogs/blog-briefing-room/448347-bernie-sanders-blasts-amazon-over-credit-card-program-for-people
[6] https://nhlabornews.com/2019/04/sanders-calls-on-trump-and-2020-presidential-candidates-to-support-fair-trade-deals-and-stand-with-workers/
[6] https://medium.com/@SenSanders/senator-bernie-sanders-and-representative-alexandria-ocasio-cortez-s-plan-to-stop-big-banks-and-1817c205587b
[5] https://www.defensenews.com/congress/2019/04/22/bernie-sanders-urges-override-of-trumps-yemen-veto/
[4] https://www.washingtonpost.com/politics/2019/06/13/bernie-sanders-path-power-began-public-housing-laundry-room/?utm_term=.9d6c50a177b4
[4] https://www.thenation.com/article/bernie-sanders-socialism-capitalism-2020/
[3] https://twitter.com/mahmoudkenny98/status/1140443974282436608

Top URLs in Tweet in G5:
[35] https://saraacarter.com/bernie-sanders-says-americans-delighted-to-pay-more-taxes-to-get-free-stuff/
[5] https://www.cnn.com/2016/01/17/politics/bernie-sanders-wall-street-deregulation-debate/index.html
[4] https://www.thedailybeast.com/when-bernie-sanders-conventional-politician-called-for-still-more-mass-incarceration
[3] https://www.rollingstone.com/politics/politics-features/bernie-sanders-democratic-socialism-elizabeth-warren-election-2020-848074/?fbclid=IwAR2ljAupkAtmNsohBhReSzZEl4mczRwgxqygSPHmMgARo6WXeRlj5W8apW8
[2] https://www.ipsos.com/sites/default/files/ct/news/documents/2019-06/daily-beast-gender-topline-2019-06-17-v2.pdf
[2] https://www.foxnews.com/politics/bernie-sanders-americans-will-be-delighted-to-pay-more-in-taxes-for-free-health-care-education
[2] https://www.politico.com/story/2019/06/12/sanders-democratic-socialism-fdr-1362539
[2] https://www.cnbc.com/2016/07/12/why-bernie-sanders-is-backing-a-15-trillion-military-boondoggle.html
[2] https://twitter.com/Warren4POTUS/status/1140690361603543040
[2] https://www.mic.com/articles/124341/here-s-how-black-people-actually-fare-in-vermont-with-bernie-sanders-as-their-senator

Top URLs in Tweet in G6:
[7] https://www.foxnews.com/politics/biden-sanders-debate-stage
[6] https://www.foxnews.com/politics/bernie-sanders-americans-will-be-delighted-to-pay-more-in-taxes-for-free-health-care-education
[6] https://www.nytimes.com/2019/06/17/opinion/bernie-sanders-socialism.html
[6] http://www.nastyjackbuzz.com/2019/06/bernie-sanders-re-explains-democratic.html?spref=tw
[5] https://www.commondreams.org/news/2019/06/16/fox-news-poll-bernie-sanders-would-beat-trump-9-points
[4] https://www.usatoday.com/story/opinion/voices/2019/02/15/donald-trump-venezuela-socialism-bernie-sanders-ilhan-omar-column/2861461002/
[3] https://godfatherpolitics.com/unbelievable-bernie-sanders-economic-bill-of-rights-is-near-verbatim-copy-of-stalins-1936-soviet-constitution/
[3] https://www.foxnews.com/politics/bernie-sanders
[3] https://www.npr.org/2015/12/11/459231940/bernie-sanders-has-stuck-to-the-same-message-for-40-years
[3] https://www.youtube.com/watch?v=z4PrBdkU0GU&feature=youtu.be


Top URLs in Tweet in G7:
[3] https://twitter.com/tomwatson/status/907695624576958464
[3] https://www.cnn.com/2019/03/20/politics/bernie-sanders-favorable-unfavorable-rating/index.html
[2] https://time.com/5490813/bernie-sanders-campaign-sexual-harassment/
[2] https://twitter.com/SallyAlbright/status/907771830517329920
[1] https://www.npr.org/2017/08/24/545812242/1-in-10-sanders-primary-voters-ended-up-supporting-trump-survey-finds
[1] https://vtdigger.org/2019/06/13/sanders-urged-legislative-leaders-pass-15-wage-didnt-work/?utm_source=twitter&utm_medium=Social&utm_campaign=SocialWarfare
[1] https://www.bloomberg.com/opinion/articles/2019-06-14/bernie-sanders-is-selling-a-socialist-fantasy-for-2020?fbclid=IwAR273NrVId6VHtulAEI9uY6HGydywNF1Vf3YfGvQBnLe-7i1uiT-jTT_4Ew

Top URLs in Tweet in G8:
[1] https://www.foxnews.com/politics/bernie-sanders-americans-will-be-delighted-to-pay-more-in-taxes-for-free-health-care-education
[1] http://www.trump-feed.com/viral-bernie-sanders-says-christianity-is-an-insult-to-muslims/
[1] https://twitter.com/Catmandu50/status/1140618731623763968
[1] https://www.commondreams.org/news/2019/06/16/fox-news-poll-bernie-sanders-would-beat-trump-9-points?fbclid=IwAR2kPvUkhG_4kG_Mt1u4Q0d-Zr2InjMAxgR_-U9WYRlDR9Uv3j7V_9w0pDw
[1] https://grabien.com/story.php?id=239669
[1] https://news.grabien.com/making-bernie-sanders-blasts-amazon-over-new-credit-card-people-bad

Top URLs in Tweet in G9:
[2] https://twitter.com/celentra/status/1136410003823308802
[1] https://twitter.com/riotwomennn/status/1140600199045419009
[1] https://www.vox.com/policy-and-politics/2017/11/14/16640082/donna-brazile-warren-bernie-sanders-democratic-primary-rigged
[1] https://twitter.com/RocknRollSavior/status/1140674608078757890
[1] https://www.newsweek.com/bernie-sanders-medicare-democrats-1392539
[1] https://twitter.com/alandersh/status/1139512697664540672?s=21
[1] https://twitter.com/jeneps/status/1139572821858934784
[1] https://twitter.com/riotwomennn/status/1139613002985017346
[1] https://abcnews.go.com/Politics/2020-democratic-candidates-set-clash-nbc-officially-sets/story?id=63704394

Top URLs in Tweet in G10:
[5] https://www.youtube.com/watch?v=8tZLaFThLxM&feature=youtu.be

[3] https://www.youtube.com/watch?v=nbN9OD83f5I&feature=youtu.be

[2] https://www.forbes.com/sites/adamminsky/2019/06/12/where-does-bernie-sanders-stand-on-student-loan-debt/#3a61dc3b1490
[2] https://www.youtube.com/watch?v=0-yRNgHl9I8&feature=youtu.be

[2] https://www.youtube.com/watch?v=ndD23MCDF_k&feature=youtu.be

[2] https://www.youtube.com/watch?v=xCblbB3jeL4&feature=youtu.be

[2] https://www.bloomberg.com/opinion/articles/2019-06-14/bernie-sanders-is-selling-a-socialist-fantasy-for-2020
[1] https://www.foxnews.com/politics/bernie-sanders
[1] https://www.youtube.com/watch?v=bjf5Cu3oAKU&feature=youtu.be

[1] https://www.youtube.com/watch?v=IXY7mYfzeBw&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[132] twitter.com
[53] commondreams.org
[44] trump-feed.com
[39] saraacarter.com
[37] youtube.com
[29] thehill.com
[28] foxnews.com
[25] nytimes.com
[22] trib.al
[18] washingtonpost.com

Top Domains in Tweet in G1:
[1] twitter.com
[1] trump-feed.com

Top Domains in Tweet in G2:
[1] jacksonville.com
[1] twitter.com

Top Domains in Tweet in G3:
[19] commondreams.org
[5] twitter.com
[3] theguardian.com
[3] gritpost.com
[2] nhlabornews.com
[1] facebook.com
[1] nytimes.com
[1] thehill.com
[1] berniesanders.com
[1] augustachronicle.com

Top Domains in Tweet in G4:
[27] twitter.com
[20] thehill.com
[17] commondreams.org
[9] theguardian.com
[7] washingtonpost.com
[7] medium.com
[6] berniesanders.com
[6] nhlabornews.com
[6] senate.gov
[5] defensenews.com

Top Domains in Tweet in G5:
[35] saraacarter.com
[12] twitter.com
[5] cnn.com
[5] rollingstone.com
[4] thedailybeast.com
[3] theatlantic.com
[3] ipsos.com
[3] foxnews.com
[3] theguardian.com
[2] politico.com

Top Domains in Tweet in G6:
[46] twitter.com
[16] foxnews.com
[12] commondreams.org
[11] nytimes.com
[11] youtube.com
[9] nastyjackbuzz.com
[7] usatoday.com
[5] washingtonpost.com
[5] thehill.com
[5] npr.org

Top Domains in Tweet in G7:
[5] twitter.com
[3] cnn.com
[2] time.com
[1] npr.org
[1] vtdigger.org
[1] bloomberg.com

Top Domains in Tweet in G8:
[2] grabien.com
[1] foxnews.com
[1] trump-feed.com
[1] twitter.com
[1] commondreams.org

Top Domains in Tweet in G9:
[7] twitter.com
[1] vox.com
[1] newsweek.com
[1] go.com

Top Domains in Tweet in G10:
[21] youtube.com
[2] forbes.com
[2] bloomberg.com
[1] foxnews.com
[1] truthdig.com
[1] blackpressusa.com
[1] newyorker.com
[1] twitter.com
[1] wmnf.org
[1] aei.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[90] bernie2020
[47] rt
[28] berniesanders
[26] democraticsocialism
[24] nomiddleground
[22] morningjoe
[16] mondaymotivation
[11] notmeus
[10] feelthebern
[10] bernie



Top Hashtags in Tweet in G1:
[1] berniesanders
[1] realdonaldtrump
[1] whoiskevinsorbo

Top Hashtags in Tweet in G3:
[14] bernie2020
[11] berniesanders
[7] pccmoralcongress
[2] rt
[2] notmeus
[1] feelthebern
[1] nomiddleground
[1] mondaymotivation
[1] medicareforall
[1] capitalism

Top Hashtags in Tweet in G4:
[39] bernie2020
[20] democraticsocialism
[15] nomiddleground
[15] mondaymotivation
[7] berniesanders
[5] notmeus
[5] iowa
[5] p2
[5] 1u
[4] feelthebern

Top Hashtags in Tweet in G5:
[18] bernie2020
[7] berniebeatstrump
[5] socialist
[4] nomiddleground
[4] notmeus
[4] feelthebern
[3] bernie
[3] democraticsocialism
[3] media
[2] wallstreet

Top Hashtags in Tweet in G6:
[7] sixwordhorror
[4] foxnews
[3] berniesanders
[2] pbs
[2] mariannewilliamson
[2] bernie2020
[2] impeachtrump
[2] impeachkavanaugh
[2] theresistance
[2] foxbusiness

Top Hashtags in Tweet in G7:
[22] morningjoe

Top Hashtags in Tweet in G8:
[5] hannity

Top Hashtags in Tweet in G9:
[1] sethrich
[1] timesalmostupwitch
[1] berniesanders
[1] bernie2020

Top Hashtags in Tweet in G10:
[2] studentloans
[1] nomiddleground
[1] bernieorbust
[1] neverbernie
[1] alwaysbernie
[1] foreverbernie
[1] forallebernity
[1] bernie2020
[1] syria
[1] democraticsocialism

Top Words
Top Words in Tweet in Entire Graph:
[3419] Words in Sentiment List#1: Positive
[1822] Words in Sentiment List#2: Negative
[63] Words in Sentiment List#3: Angry/Violent
[115450] Non-categorized Words
[120692] Total Words
[5594] bernie
[3372] sanders
[1146] party
[1085] free
[1050] 25

Top Words in Tweet in G1:
[1981] bernie
[994] sanders
[981] ksorbs
[979] walks
[979] bar
[979] free
[978] yells
[978] cheers
[978] around
[977] drinks

Top Words in Tweet in G2:
[939] bernie
[913] sanders'
[912] charliekirk11
[912] know
[912] 2016
[912] campaign
[912] colluded
[912] australian
[912] labor
[912] party

Top Words in Tweet in G3:
[381] sanders
[372] bernie
[305] philosophrob
[230] warren
[151] elizabeth
[150] s
[134] allow
[125] democratic
[125] gillibrand
[124] beto

Top Words in Tweet in G4:
[305] bernie
[262] sanders
[131] democratic
[111] davidsirota
[110] think
[109] way
[107] wall
[107] street
[107] party
[107] here

Top Words in Tweet in G5:
[183] bernie
[180] berniesanders
[152] sanders
[56] more
[48] delighted
[48] pay
[44] free
[43] taxes
[39] stuff
[38] americans

Top Words in Tweet in G6:
[346] bernie
[318] sanders
[50] biden
[48] warren
[45] democratic
[43] socialism
[37] trump
[37] s
[27] elizabeth
[27] joe

Top Words in Tweet in G7:
[42] bernie
[41] sanders
[25] women
[23] win
[22] merlisa
[22] #morningjoe
[22] educated
[22] black
[22] feeling
[22] bern

Top Words in Tweet in G8:
[42] bernie
[36] sanders
[23] realdonaldtrump
[11] biden
[11] trump
[11] s
[10] percent
[8] 49
[8] 42
[7] news

Top Words in Tweet in G9:
[92] bernie
[89] sanders
[46] riotwomennn
[20] sexual
[20] five
[20] times
[18] party
[16] women
[16] trump
[14] voted

Top Words in Tweet in G10:
[48] bernie
[30] sanders
[21] youtube
[20] sensanders
[14] speech
[14] socialism
[12] democratic
[8] sanders'
[6] calls
[6] 1

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3202] bernie,sanders
[1003] sanders,walks
[1003] around,bernie
[1002] walks,bar
[1002] bar,yells
[1001] yells,free
[1001] free,drinks
[1001] drinks,everyone
[1001] cheers,around
[1000] ksorbs,bernie

Top Word Pairs in Tweet in G1:
[994] bernie,sanders
[979] ksorbs,bernie
[979] sanders,walks
[978] walks,bar
[978] bar,yells
[978] cheers,around
[978] around,bernie
[977] yells,free
[977] free,drinks
[977] drinks,everyone

Top Word Pairs in Tweet in G2:
[913] bernie,sanders'
[912] know,bernie
[912] sanders',2016
[912] 2016,campaign
[912] campaign,colluded
[912] colluded,australian
[912] australian,labor
[912] labor,party
[912] party,accepting
[912] accepting,25

Top Word Pairs in Tweet in G3:
[362] bernie,sanders
[143] elizabeth,warren
[111] philosophrob,bernie
[105] cory,booker
[95] sanders,plan
[95] plan,everything
[95] everything,elizabeth
[95] warren,registered
[95] registered,republican
[74] policy,proposals

Top Word Pairs in Tweet in G4:
[227] bernie,sanders
[107] wall,street
[103] democratic,party
[99] third,way
[99] way,wall
[99] street,think
[99] think,tank
[99] tank,whose
[99] whose,mission
[99] mission,maintain

Top Word Pairs in Tweet in G5:
[133] bernie,sanders
[42] pay,more
[41] more,taxes
[40] delighted,pay
[38] free,stuff
[36] berniesanders,americans
[36] taxes,free
[35] americans,delighted
[33] saracarterdc,berniesanders
[24] berniesanders,bernie

Top Word Pairs in Tweet in G6:
[295] bernie,sanders
[27] elizabeth,warren
[25] joe,biden
[16] democratic,socialism
[12] kamala,harris
[11] delighted,pay
[11] biden,bernie
[9] democratic,debates
[9] biden,enfrentará
[9] enfrentará,bernie

Top Word Pairs in Tweet in G7:
[37] bernie,sanders
[22] #morningjoe,educated
[22] educated,black
[22] black,women
[22] women,feeling
[22] feeling,bern
[22] bern,bernie
[22] sanders,win
[22] win,south
[22] south,means

Top Word Pairs in Tweet in G8:
[36] bernie,sanders
[5] #hannity,next
[5] next,bernie
[5] sanders,socialism
[5] socialism,makeover
[5] makeover,fails
[5] fails,biden
[5] biden,s
[5] s,blunders
[5] blunders,continue

Top Word Pairs in Tweet in G9:
[79] bernie,sanders
[20] five,times
[19] riotwomennn,bernie
[14] third,party
[13] access,1992
[13] 1992,book
[13] book,w
[13] w,section
[13] section,4th
[13] 4th,chapter

Top Word Pairs in Tweet in G10:
[29] bernie,sanders
[11] democratic,socialism
[8] speech,democratic
[8] bernie,sanders'
[6] 1,sensanders
[6] sensanders,gave
[6] gave,big
[6] big,speech
[6] socialism,wrote
[6] wrote,blog

Top Replied-To
Top Replied-To in Entire Graph:
@berniesanders
@realdonaldtrump
@ksorbs
@thehill
@ewarren
@catmandu50
@dignified_n_old
@bern_identity
@hillaryclinton
@adudones

Top Replied-To in G1:
@ksorbs

Top Replied-To in G2:
@charliekirk11
@nprpolitics

Top Replied-To in G3:
@david4progress
@berniesanders
@cptjinglepants
@adudones
@thewaywithanoa
@swallowit_
@theredshift11
@kaitlin_sb
@thedemocrats
@moveusleft

Top Replied-To in G4:
@thehill
@philosophrob
@bern_identity
@andrewyang
@berniesback2020
@daveweigel
@safetyeyegouge
@cdbrzezinski
@swedeoj
@nmacartny

Top Replied-To in G5:
@berniesanders
@ewarren
@dignified_n_old
@soledadobrien
@johncusack
@leftwardswing
@joshuanegrete13
@shaunking
@adamcento
@im_peach_mint

Top Replied-To in G7:
@torrancebernie
@yomomsmokemid
@jeffrey_evanson
@drlearnalot
@merlisa
@ladyinwaiting25
@pseupseudio
@_westandunited
@sallyalbright
@luvaderren

Top Replied-To in G8:
@realdonaldtrump
@seanhannity
@julianzelizer
@djdun3
@bmbrdgeschlr
@alietaeck
@fromlangkawi
@online_nobody
@knightofrue
@jeffreysipad

Top Replied-To in G9:
@hillaryclinton
@katenke52
@riotwomennn
@alandersh
@jvgraz
@justinmaysmusic
@kpereau
@rocknrollsavior
@sfpelosi

Top Replied-To in G10:
@sensanders
@daveweigel
@seattle_sanders
@adamm0304
@flyers1pat
@woobietuesday
@adammantine

Top Mentioned
Top Mentioned in Entire Graph:
@ksorbs
@charliekirk11
@philosophrob
@berniesanders
@davidsirota
@tkrkkr2
@mahmoudkenny98
@bern_identity
@fshakir
@nikocsfb

Top Mentioned in G1:
@ksorbs
@jeepsuzih2
@utopiumtinkerer

Top Mentioned in G2:
@charliekirk11
@ksorbs
@exdemlatina
@alexsalvinews

Top Mentioned in G3:
@philosophrob
@tkrkkr2
@michaelsayman
@davidsirota
@hiya_jazz
@waywardwinifred
@oxbits
@swallowit_
@bern_identity
@gunnelswarren

Top Mentioned in G4:
@davidsirota
@bern_identity
@fshakir
@gunnelswarren
@berniesanders
@philosophrob
@roseanndemoro
@pepperoceanna
@aoc
@thehill

Top Mentioned in G5:
@berniesanders
@saracarterdc
@davidsirota
@ewarren
@philosophrob
@leftwardswing
@sunraysunray
@nyforsanders
@bernieorvest
@repkevinbrady

Top Mentioned in G6:
@newtmrw
@donna_dhkbb
@planetweaver
@etecbill
@jedell2006
@montanasociety

Top Mentioned in G7:
@merlisa
@sallyalbright
@jennrgrimes
@religiousjaw
@thedude67111
@letsmakanewdeal
@emirsejdik
@grnmedina_chris
@pudcast245
@kathrynd32

Top Mentioned in G8:
@realdonaldtrump
@vdhanson
@scaramucci
@seanhannity
@potus
@benshapiro
@groth1945
@robherring
@airvooocht
@marklevinshow

Top Mentioned in G9:
@riotwomennn
@dnc
@abc
@hillaryclinton
@walkerbragman
@clarknt67
@alandersh
@hellofarore
@franklukacovic
@damnpamfromnamm

Top Mentioned in G10:
@youtube
@sensanders
@jimpethokoukis
@rameshponnuru
@bopinion
@berniesanders
@jeangenevie1
@varadmehta
@adamsminsky

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@alllibertynews
@telesurtv
@immoralreport
@mattmurph24
@independent
@gottalaff
@joefreedomlove
@jjauthor
@coopmike48

Top Tweeters in G1:
@d_roneal
@mamab_l
@luv18wheels
@bbodine18457
@loseylaurice
@magicianswheel
@block215
@jeffrey52095461
@gramps97
@dreamweaver61

Top Tweeters in G2:
@danaboos3
@travelbug1955
@piercedart
@sh_irredeemable
@guitarhero1965
@thedonaldwin
@tigerlady100
@polfurn
@ddoucas57
@whittymike

Top Tweeters in G3:
@flugennock
@librab103
@mobygrapefan
@paulsorrentino3
@acobasi
@redwoodgirl
@oteachjohn
@dmatkins137
@dalefthook
@jennyjinx

Top Tweeters in G4:
@thehill
@businessinsider
@foxnews
@nyt
@nytimes
@eaglefeather43
@capatosta122
@sableviews
@wmn4srvl
@cnn

Top Tweeters in G5:
@miamidiario
@wcgirl1
@bardofearth
@washingtonpost
@broomstick33
@marisoltexas
@clantro
@aungiexyz
@nbcnews
@crm0523

Top Tweeters in G6:
@caraotadigital
@joefreedomlove
@globalissuesweb
@cahulaan
@kaijuking23
@drpatfarrell
@hedgebz
@elestimulo
@infobaeamerica
@ejutv

Top Tweeters in G7:
@jamestoupin
@pwm62
@coffee_minion
@smileyt22
@melodijoy
@sallyalbright
@thedude67111
@loubjohnson
@bradparker_
@durisdeer

Top Tweeters in G8:
@bbusa617
@upchuck66
@grabienmedia
@benshapiro
@djdun3
@foxheadlines
@kellie2727paula
@daviddavidsocal
@sykescharlie
@davidwebbshow

Top Tweeters in G9:
@manchuriandevil
@bernieupstateny
@abc
@clarknt67
@alasscanisback
@somhrd50
@mimitexasangel
@riotwomennn
@dkchoco
@2b_painfree

Top Tweeters in G10:
@mf36
@varadmehta
@neoavatara
@hotlinejosh
@woobietuesday
@ag_conservative
@biaus
@bopinion
@nutrageus
@jimpethokoukis