Bernie Sanders, Twitter, 12/7/2019 12:20:17 PM, 218325


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Bernie Sanders_2019-12-06_23-41-20.xlsx
Bernie Sanders_2019-12-06_23-41-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2019
Short Description:
Bernie Sanders via NodeXL http://bit.ly/2PgcKlC
@berniesanders
@uspoliticspoll
@iglookid_
@scoutstandup
@_nalexander
@kylelovesbernie
@charliekirk11
@breitbartnews
@trinitymustache
@leecamp

Top hashtags:
#bernie2020
#notmeus
#bernieblackout
#breaking
#berniesanders

Description:
Description
The graph represents a network of 4,885 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 Saturday, 07 December 2019 at 07:42 UTC.

The requested start date was Saturday, 07 December 2019 at 01:01 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, 2-hour, 43-minute period from Thursday, 05 December 2019 at 06:33 UTC to Friday, 06 December 2019 at 09:16 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 : 4885
Unique Edges : 6801
Edges With Duplicates : 719
Total Edges : 7520
Number of Edge Types : 3
Mentions : 6211
Tweet : 808
Replies to : 501
Self-Loops : 808
Reciprocated Vertex Pair Ratio : 0.00280504908835905
Reciprocated Edge Ratio : 0.00559440559440559
Connected Components : 502
Single-Vertex Connected Components : 257
Maximum Vertices in a Connected Component : 3884
Maximum Edges in a Connected Component : 6547
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.961239
Graph Density : 0.000269717004619768
Modularity : 0.727896
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,885 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 Saturday, 07 December 2019 at 07:42 UTC.

The requested start date was Saturday, 07 December 2019 at 01:01 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, 2-hour, 43-minute period from Thursday, 05 December 2019 at 06:33 UTC to Friday, 06 December 2019 at 09:16 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 : GraphServerTwitterSearch
Graph Term : Bernie Sanders
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:
[91] https://www.independent.co.uk/news/world/americas/us-politics/aoc-twitter-nhs-video-bernie-sanders-us-healthcare-cost-ocasio-cortez-a9233326.html
[78] https://thehill.com/hilltv/rising/473193-south-bend-councilman-weighs-in-on-Buttigieg-candidacy
[50] https://www.independent.co.uk/news/world/americas/us-politics/aoc-twitter-nhs-video-bernie-sanders-us-healthcare-cost-ocasio-cortez-a9233326.html?utm_medium=Social&utm_source=Twitter#Echobox=1575528308
[42] https://www.desmoinesregister.com/story/news/elections/presidential/caucus/2019/12/04/bernie-sanders-campaign-hoping-superior-iowa-organization-movement-politics-bring-victory/2586778001/
[39] https://www.cnn.com/2019/12/05/politics/hillary-clinton-bernie-sanders-howard-stern/index.html
[28] https://www.zerohedge.com/political/hillary-implies-bernie-sanders-russian-asset-howard-stern-show
[24] https://thehill.com/hilltv/rising/473191-nina-turner-the-bernie-sanders-media-blackout-is-real
[20] https://babylonbee.com/news/bernie-sanders-hastily-scribbles-also-women-have-the-right-to-an-abortion-at-any-time-onto-copy-of-the-constitution
[15] https://thehill.com/blogs/in-the-know/in-the-know/472961-mark-ruffalo-endorses-bernie-sanders-calling-him-one-of-us
[14] https://www.huffpost.com/entry/bernie-sanders-pete-buttigieg-free-college-critique-2020-presidential-primary_n_5de9c501e4b0913e6f8dd44d

Top URLs in Tweet in G1:
[12] https://www.desmoinesregister.com/story/news/elections/presidential/caucus/2019/12/04/bernie-sanders-campaign-hoping-superior-iowa-organization-movement-politics-bring-victory/2586778001/
[10] https://www.huffpost.com/entry/bernie-sanders-pete-buttigieg-free-college-critique-2020-presidential-primary_n_5de9c501e4b0913e6f8dd44d
[7] https://act.berniesanders.com/signup/volunteer-bernie-sanders/
[6] https://www.cnn.com/2019/12/05/politics/hillary-clinton-bernie-sanders-howard-stern/index.html
[5] https://emersonpolling.reportablenews.com/pr/new-hampshire-2020-sanders-jumps-to-lead-buttigieg-surges-while-warren-and-biden-falter
[4] https://thehill.com/hilltv/rising/473193-south-bend-councilman-weighs-in-on-Buttigieg-candidacy
[4] https://www.axios.com/bernie-sanders-college-students-2020-0b36afb2-7d0f-4cd1-8b08-851b3c54da84.html
[3] https://www.wmur.com/article/nh-primary-source-bernie-sanders-to-headline-nh-young-democrats-granite-slate-awards-fundraiser/30127122
[3] https://forward.com/opinion/435895/bernie-sanders-alliance-with-linda-sarsour-is-an-insult-to-his-fellow/
[3] https://thehill.com/blogs/in-the-know/in-the-know/472961-mark-ruffalo-endorses-bernie-sanders-calling-him-one-of-us#.XegGk5wLrM4.twitter

Top URLs in Tweet in G2:
[8] https://www.out.com/celebs/2019/12/03/jonathan-van-ness-cried-after-backlash-bernie-sanders-supporters
[5] https://www.desmoinesregister.com/story/news/elections/presidential/caucus/2019/12/04/bernie-sanders-campaign-hoping-superior-iowa-organization-movement-politics-bring-victory/2586778001/
[4] https://twitter.com/mtracey/status/1202311332122562561
[4] https://www.wmur.com/article/nh-primary-source-bernie-sanders-to-headline-nh-young-democrats-granite-slate-awards-fundraiser/30127122
[4] https://thehill.com/hilltv/rising/473193-south-bend-councilman-weighs-in-on-Buttigieg-candidacy
[3] https://www.washingtonpost.com/news/powerpost/paloma/the-energy-202/2019/12/05/the-energy-202-bernie-sanders-gets-top-score-from-sunrise-movement-for-his-green-new-deal/5de7f75188e0fa652bbbdbf3/
[3] https://jacobinmag.com/2019/12/medicare-for-all-elizabeth-warren-kamala-harris-bernie-sanders
[2] https://www.axios.com/bernie-sanders-college-students-2020-0b36afb2-7d0f-4cd1-8b08-851b3c54da84.html
[2] https://twitter.com/JENFL23/status/1202360641593446403
[1] https://twitter.com/Hector_E_Alcala/status/1202456079474540544

Top URLs in Tweet in G3:
[20] https://www.desmoinesregister.com/story/news/elections/presidential/caucus/2019/12/04/bernie-sanders-campaign-hoping-superior-iowa-organization-movement-politics-bring-victory/2586778001/
[17] https://thehill.com/hilltv/rising/473191-nina-turner-the-bernie-sanders-media-blackout-is-real
[10] https://www.commondreams.org/views/2019/12/04/bernie-sanders-has-backing-leftists-worldwide
[8] https://time.com/3850839/bernie-sanders-usa-patriot-act/?fbclid=IwAR34v8xPqXfuq5EJchPyzzJwyOCquP5JtbLLPMgQvkEcSICqfGRKyBU0yUw
[7] https://twitter.com/JENFL23/status/1202360641593446403
[6] https://thehill.com/blogs/in-the-know/in-the-know/472961-mark-ruffalo-endorses-bernie-sanders-calling-him-one-of-us
[5] https://ir.shareaholic.com/e?a=1&u=https://www.commondreams.org/views/2019/12/04/bernie-sanders-has-backing-leftists-worldwide%3Futm_campaign%3Dshareaholic%26utm_medium%3Dreferral%26utm_source%3Dtwitter&r=1
[4] https://twitter.com/people4bernie/status/1202770784139141121
[4] https://twitter.com/sarahlynn_eh/status/1202285214657056768
[4] https://twitter.com/scaryfoxx/status/1202301691229376512

Top URLs in Tweet in G4:
[14] https://www.independent.co.uk/news/world/americas/us-politics/aoc-twitter-nhs-video-bernie-sanders-us-healthcare-cost-ocasio-cortez-a9233326.html
[5] https://www.cnn.com/2019/12/05/politics/hillary-clinton-bernie-sanders-howard-stern/index.html
[4] https://thehill.com/blogs/in-the-know/in-the-know/472961-mark-ruffalo-endorses-bernie-sanders-calling-him-one-of-us
[4] https://www.zerohedge.com/political/hillary-implies-bernie-sanders-russian-asset-howard-stern-show
[4] https://www.algemeiner.com/2019/12/05/pro-israel-democratic-group-slams-bernie-sanders-for-failing-to-disassociate-himself-from-campaign-surrogate-linda-sarsour-after-latest-antisemitic-outburst/
[3] https://twitter.com/i/events/1202598005985161218
[3] https://nativenewsonline.net/currents/bernie-sanders-is-first-presidential-candidate-to-visit-comanche-nation-since-teddy-roosevelt/
[3] https://www.axios.com/bernie-sanders-college-students-2020-0b36afb2-7d0f-4cd1-8b08-851b3c54da84.html
[2] http://www.israelnationalnews.com/Articles/Article.aspx/24831
[2] https://www.youtube.com/watch?v=QY6IW1ZdHSE&feature=youtu.be


Top URLs in Tweet in G6:
[2] https://twitter.com/the_vello/status/1202257847511343105?s=21
[2] https://twitter.com/gregolear/status/1202192168494018561
[2] https://edition.cnn.com/2019/12/05/politics/hillary-clinton-bernie-sanders-howard-stern/index.html
[2] https://www.politico.com/magazine/story/2015/07/bernie-sanders-vermont-119927.html
[1] https://twitter.com/trinitymustache/status/1202785031682314240
[1] https://twitter.com/maddenifico/status/1132785847059832833?s=21
[1] https://twitter.com/trinitymustache/status/1202782763553701890
[1] https://twitter.com/JulianCastro/status/1202740268476358656
[1] https://twitter.com/abbyoconnell9/status/1202457546679709696
[1] https://twitter.com/matryoskadoll/status/1202818741391839232

Top URLs in Tweet in G7:
[10] https://www.cnn.com/2019/12/05/politics/hillary-clinton-bernie-sanders-howard-stern/index.html
[9] https://twitter.com/berniesanders/status/1202779467082543104
[8] https://thehardtimes.net/harddrive/im-voting-for-bernie-sanders-unless-another-candidate-proves-they-have-more-swords-than-him/
[4] https://twitter.com/adamcento/status/1202632062936719360
[2] https://theweek.com/articles/881129/case-bernie-sanders
[2] https://money.cnn.com/2016/02/08/news/economy/sanders-income-jobs/index.html
[2] https://twitter.com/i/events/1202598005985161218
[2] https://p31.home.blog/2019/11/11/bernie-sanders-is-the-man-who-will-save-america/
[2] https://twitter.com/mtaibbi/status/1202488425930219521
[2] https://www.ibtimes.com/bernie-sanders-tops-new-california-primary-poll-elizabeth-warren-joe-biden-decline-2879946

Top URLs in Tweet in G8:
[4] https://berniesanders.com/issues/
[3] https://thehill.com/hilltv/rising/473191-nina-turner-the-bernie-sanders-media-blackout-is-real
[3] https://www.youtube.com/watch?v=0zD8MjBsUfA&feature=youtu.be

[3] https://www.thenation.com/article/aoc-bernie-sanders-postal-banking-sean-hannity-john-nichols/
[2] https://twitter.com/Politics_Polls/status/1202376379666444288?s=20
[2] http://berniesanders.com
[1] https://www.youtube.com/watch?v=JUAZjA9NkTA&feature=youtu.be

[1] https://twitter.com/kallllisti/status/1202260364399759360
[1] https://www.cnn.com/2019/12/05/politics/hillary-clinton-bernie-sanders-howard-stern/index.html
[1] https://twitter.com/danradzikowski/status/1200244380617101312?s=21

Top URLs in Tweet in G9:
[3] https://www.youtube.com/watch?v=7lTuJjD5DUA&feature=youtu.be

[2] https://thehill.com/hilltv/rising/473193-south-bend-councilman-weighs-in-on-Buttigieg-candidacy
[2] https://www.desmoinesregister.com/story/news/elections/presidential/caucus/2019/12/04/bernie-sanders-campaign-hoping-superior-iowa-organization-movement-politics-bring-victory/2586778001/
[2] https://www.usatoday.com/story/news/politics/2018/02/17/indictment-russians-also-tried-help-bernie-sanders-jill-stein-presidential-campaigns/348051002/
[1] https://twitter.com/maxblumenthal/status/1185342091351777286
[1] https://www.cnn.com/2019/12/05/politics/hillary-clinton-bernie-sanders-howard-stern/index.html
[1] http://www.businessinsider.com/bernie-bro-myth-sanders-base-more-diverse-2019-3
[1] https://twitter.com/JENFL23/status/1202360641593446403
[1] https://www.justice.gov/file/1035477/download

Top URLs in Tweet in G10:
[1] https://trib.al/EWaQajp
[1] http://dlvr.it/RKkvpp
[1] https://gellerreport.com/2019/12/jihad-jew-hater-linda-sarsour-backs-kapo-bernie-sanders-but-not-his-support-for-israel.html/
[1] https://twitter.com/berniesanders/status/1202370082250350592
[1] https://townhall.com/tipsheet/bronsonstocking/2019/12/05/hillary-clinton-hints-bernie-sanders-might-be-a-russian-asset-n2557570?522
[1] https://bongino.com/millionaire-actor-mark-ruffalo-endorses-bernie-sanders-slams-capitalism/
[1] https://townhall.com/tipsheet/bronsonstocking/2019/12/05/hillary-clinton-hints-bernie-sanders-might-be-a-russian-asset-n2557570
[1] https://www.breitbart.com/clips/2019/12/05/sanders-i-will-vote-to-convict-trump-unless-i-hear-very-good-explanations/

Top Domains
Top Domains in Tweet in Entire Graph:
[275] twitter.com
[148] thehill.com
[146] co.uk
[89] youtube.com
[58] cnn.com
[43] desmoinesregister.com
[28] berniesanders.com
[28] zerohedge.com
[28] commondreams.org
[25] huffpost.com

Top Domains in Tweet in G1:
[27] twitter.com
[18] thehill.com
[15] berniesanders.com
[13] huffpost.com
[12] desmoinesregister.com
[11] cnn.com
[5] reportablenews.com
[5] youtube.com
[4] axios.com
[4] buff.ly

Top Domains in Tweet in G2:
[25] twitter.com
[8] out.com
[6] thehill.com
[6] desmoinesregister.com
[4] wmur.com
[4] jacobinmag.com
[3] washingtonpost.com
[2] axios.com
[1] globalresearch.ca
[1] freebeacon.com

Top Domains in Tweet in G3:
[37] twitter.com
[26] thehill.com
[20] desmoinesregister.com
[15] commondreams.org
[8] time.com
[7] shareaholic.com
[5] politico.com
[4] sfgate.com
[4] youtube.com
[4] washingtonpost.com

Top Domains in Tweet in G4:
[54] twitter.com
[16] co.uk
[11] youtube.com
[7] cnn.com
[6] thehill.com
[6] algemeiner.com
[4] politico.com
[4] commondreams.org
[4] zerohedge.com
[3] breitbart.com

Top Domains in Tweet in G6:
[11] twitter.com
[2] cnn.com
[2] politico.com
[1] forward.com
[1] google.com
[1] commondreams.org

Top Domains in Tweet in G7:
[21] twitter.com
[14] cnn.com
[8] thehardtimes.net
[2] politico.com
[2] theweek.com
[2] home.blog
[2] ibtimes.com
[2] commondreams.org
[2] thehill.com
[1] co.uk

Top Domains in Tweet in G8:
[8] berniesanders.com
[6] twitter.com
[4] youtube.com
[4] thehill.com
[3] thenation.com
[1] cnn.com
[1] politico.com
[1] snopes.com
[1] nytimes.com
[1] shareaholic.com

Top Domains in Tweet in G9:
[3] youtube.com
[2] twitter.com
[2] thehill.com
[2] desmoinesregister.com
[2] usatoday.com
[1] cnn.com
[1] businessinsider.com
[1] justice.gov

Top Domains in Tweet in G10:
[2] townhall.com
[1] trib.al
[1] dlvr.it
[1] gellerreport.com
[1] twitter.com
[1] bongino.com
[1] breitbart.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[111] bernie2020
[44] notmeus
[30] bernieblackout
[23] breaking
[15] berniesanders
[14] berniebeatstrump
[14] feelthebern
[14] bernie
[14] peteforamerica
[13] medicareforall



Top Hashtags in Tweet in G1:
[19] bernie2020
[12] notmeus
[6] collegeforall
[5] medicareforall
[5] berniesanders
[5] berniesurge
[3] hillaryclinton
[3] bernieblackout
[3] iapolitics
[3] iowacaucus

Top Hashtags in Tweet in G2:
[16] bernie2020
[10] bernieblackout
[9] climatechange
[7] notmeus
[5] environment
[2] feelthebern
[2] collegeforall
[2] berniesanders
[2] capitalist
[2] capitalism

Top Hashtags in Tweet in G3:
[33] bernie2020
[7] feelthebern
[5] berniebeatstrump
[5] bernieblackout
[3] studentsforbernie
[2] notmeus
[2] bigus
[2] msm
[2] trumpcrimefamilymustgo
[2] pelosi

Top Hashtags in Tweet in G4:
[9] bernie2020
[6] sanders
[2] news
[2] politics
[2] bernie
[1] feelthebern
[1] factcheck
[1] berniebeatstrump
[1] hbcu
[1] hbcunews

Top Hashtags in Tweet in G6:
[2] boycottmsnbc
[1] nomiddleground
[1] endoligarchy
[1] bernie2020
[1] sorrynotsorry

Top Hashtags in Tweet in G7:
[4] bernie
[4] berniebeatstrump
[2] hillaryclinton
[2] bernieblackout
[2] feelthebern
[2] bernie2020
[2] bigus
[2] notmeus
[2] berniesanders
[1] freeassange

Top Hashtags in Tweet in G8:
[12] bernie2020
[11] dems
[6] msm
[4] medicareforall
[3] notmeus
[3] delusionalderangeddems
[2] bigus
[2] quidprojoe
[1] collegeforall
[1] greennewdeal

Top Hashtags in Tweet in G9:
[5] bernie2020
[2] bradybill
[2] clinton
[2] trump2020
[1] vastrussianconspiracy
[1] notmeus
[1] universalhealthcare
[1] backgroundchecks
[1] studentsforbernie
[1] trump

Top Words
Top Words in Tweet in Entire Graph:
[3319] Words in Sentiment List#1: Positive
[3995] Words in Sentiment List#2: Negative
[380] Words in Sentiment List#3: Angry/Violent
[115551] Non-categorized Words
[122863] Total Words
[4301] bernie
[3799] sanders
[700] hillary
[604] clinton
[589] trump

Top Words in Tweet in G1:
[637] bernie
[498] sanders
[291] berniesanders
[121] iowa
[96] hillaryclinton
[86] kylelovesbernie
[74] hillary
[74] news
[71] voters
[70] climate

Top Words in Tweet in G2:
[344] bernie
[287] sanders
[134] campaign
[118] black
[99] buttigieg
[79] clinton
[75] walkerbragman
[68] hillary
[63] matter
[60] lives

Top Words in Tweet in G3:
[471] bernie
[397] sanders
[84] going
[68] voters
[56] president
[54] yamiche
[48] newshour
[41] iowa
[38] voted
[37] time

Top Words in Tweet in G4:
[255] bernie
[239] sanders
[31] hillary
[25] warren
[20] democratic
[19] clinton
[18] more
[17] campaign
[16] elizabeth
[15] biden

Top Words in Tweet in G5:
[165] charliekirk11
[163] years
[161] primary
[160] frontrunners
[160] trump
[159] time
[159] ago
[159] gop
[159] donald
[159] ted

Top Words in Tweet in G6:
[244] bernie
[232] sanders
[148] trinitymustache
[138] hired
[95] staffer
[94] course
[94] homophobic
[94] xenophobic
[94] monster
[61] racist

Top Words in Tweet in G7:
[251] bernie
[202] sanders
[113] leecamp
[80] corporate
[80] media
[80] hate
[80] policies
[80] cost
[80] owners
[80] commie

Top Words in Tweet in G8:
[142] bernie
[125] sanders
[39] warren
[34] elizabeth
[31] proudresister
[28] two
[28] nothing
[26] believe
[26] changed
[25] #1

Top Words in Tweet in G9:
[136] bernie
[130] sanders
[97] hillary
[93] clinton
[77] going
[77] russian
[76] today
[75] ignore
[75] implied
[75] asset

Top Words in Tweet in G10:
[150] 000
[75] leftist
[75] activist
[75] mark
[75] ruffalo
[75] put
[75] money
[75] mouth
[75] redistribute
[75] 30

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3426] bernie,sanders
[526] hillary,clinton
[340] donald,trump
[225] elizabeth,warren
[202] pete,buttigieg
[170] ted,cruz
[168] marco,rubio
[167] trump,ted
[166] years,ago
[166] cruz,marco

Top Word Pairs in Tweet in G1:
[392] bernie,sanders
[66] youth,climate
[65] huge,news
[65] news,bernie
[65] sanders,strike
[65] strike,youth
[65] climate,activists
[65] activists,iowa
[65] iowa,friday
[65] friday,bernie

Top Word Pairs in Tweet in G2:
[252] bernie,sanders
[80] buttigieg,campaign
[60] lives,matter
[59] black,lives
[56] hillary,clinton
[54] chris,cillizza
[33] south,bend
[33] false,narrative
[28] clinton,absolutely
[28] absolutely,destroyed

Top Word Pairs in Tweet in G3:
[340] bernie,sanders
[35] bernie,going
[26] voters,bernie
[25] sanders,backing
[25] backing,leftists
[25] leftists,worldwide
[24] bernie,voters
[24] voters,voted
[22] newshour,yamiche
[21] going,win

Top Word Pairs in Tweet in G4:
[229] bernie,sanders
[16] elizabeth,warren
[16] hillary,clinton
[11] joe,biden
[11] uk,'cherish
[11] 'cherish,protect'
[11] protect',nhs
[10] aoc,warns
[10] warns,uk
[9] sanders,elizabeth

Top Word Pairs in Tweet in G5:
[159] time,years
[159] years,ago
[159] ago,frontrunners
[159] frontrunners,gop
[159] gop,primary
[159] primary,donald
[159] donald,trump
[159] trump,ted
[159] ted,cruz
[159] cruz,marco

Top Word Pairs in Tweet in G6:
[228] bernie,sanders
[137] sanders,hired
[94] hired,staffer
[94] staffer,course
[94] course,homophobic
[94] homophobic,xenophobic
[94] xenophobic,monster
[93] trinitymustache,bernie
[43] count,fourth
[43] fourth,homophobe

Top Word Pairs in Tweet in G7:
[200] bernie,sanders
[80] corporate,media
[80] media,hate
[80] hate,bernie
[80] sanders,policies
[80] policies,cost
[80] cost,owners
[80] owners,commie
[80] commie,ban
[79] leecamp,corporate

Top Word Pairs in Tweet in G8:
[119] bernie,sanders
[34] elizabeth,warren
[25] nothing,changed
[25] changed,elizabeth
[25] warren,#1
[25] #1,bernie
[25] sanders,#2
[25] #2,believe
[25] believe,two
[25] two,progressive

Top Word Pairs in Tweet in G9:
[122] bernie,sanders
[93] hillary,clinton
[76] sanders,russian
[75] going,ignore
[75] ignore,hillary
[75] clinton,today
[75] today,implied
[75] implied,bernie
[75] russian,asset
[74] _nalexander,going

Top Word Pairs in Tweet in G10:
[75] leftist,activist
[75] activist,mark
[75] mark,ruffalo
[75] ruffalo,put
[75] put,money
[75] money,mouth
[75] mouth,redistribute
[75] redistribute,30
[75] 30,000
[75] 000,000

Top Replied-To
Top Replied-To in Entire Graph:
@berniesanders
@newshour
@joebiden
@davidhogg111
@dbzcueball
@yamiche
@latimes
@mtaibbi
@humanistreport
@ibrahimpols

Top Replied-To in G1:
@berniesanders
@shaunking
@hillaryclinton
@cenkuygur
@judykurtz
@neeratanden
@davidhogg111
@joshforny
@shaqbrewster
@votevets

Top Replied-To in G2:
@davidhogg111
@onesweetshannon
@proustmalone
@_foconut_
@susandaryl
@redgrange89
@petebuttigieg
@woobietuesday
@huffpost
@angryprincess33

Top Replied-To in G3:
@newshour
@yamiche
@mimirocah1
@berniesanders
@redberetsm4all
@uvklvr47
@bqofnh
@shialabeefsteak
@debawink
@pressbeet

Top Replied-To in G6:
@notcapnamerica
@realjaystiz
@sanity4243
@gourou64
@trinitymustache
@raising_hill
@samsmoothke
@joebiden
@maggie_klaus
@tdraicer

Top Replied-To in G7:
@theatonofeon
@carakorte
@bill_cimbrelo
@becca2400

Top Replied-To in G8:
@joebiden
@speakerpelosi
@proudresister
@latimes
@hondaguy4
@symonedsanders
@alyssahertzig
@bingseabreeze
@allahliker
@johndelaney

Top Replied-To in G9:
@mtaibbi
@acidsaltydame
@t_fisherking
@chhelenach
@ingenium21
@taxonclade
@_nalexander

Top Mentioned
Top Mentioned in Entire Graph:
@berniesanders
@charliekirk11
@trinitymustache
@leecamp
@kylelovesbernie
@hillaryclinton
@_nalexander
@walkerbragman
@breitbartnews
@maxblumenthal

Top Mentioned in G1:
@berniesanders
@hillaryclinton
@kylelovesbernie
@joshforny
@people4bernie
@shaunking
@lifenewshq
@masspeaceaction
@dfsparks
@sarahlynn_eh

Top Mentioned in G2:
@walkerbragman
@petebuttigieg
@kthalps
@bethlynch2020
@jacobinmag
@mcyost
@jtlarsen
@aishaismad
@meaganmday
@berniesanders

Top Mentioned in G3:
@yamiche
@berniesanders
@newshour
@proviewsusa
@politico
@kylelovesbernie
@mimirocah1
@ninaturner
@bern_identity
@joshorton

Top Mentioned in G4:
@ax_ctn_8
@hippietrek1

Top Mentioned in G5:
@charliekirk11
@chuckwoolery
@shawng927
@uspoliticspoll
@breitbartnews

Top Mentioned in G6:
@trinitymustache
@wonderbitch82
@notcapnamerica
@kamalaharris
@blackwomenviews
@berniesanders
@nyforsanders
@khivequeenb
@willieeverstop
@raising_hill

Top Mentioned in G7:
@leecamp
@hollyotterbein
@thebernreport
@davidsirota
@veggie64_leslie
@the1joslyn
@harddrivemag
@berniesanders
@masspeaceaction
@sharnaaisha

Top Mentioned in G8:
@proudresister
@sensanders
@ewarren
@dnc
@markruffalo
@dncwarroom
@_michaelbrooks
@berniesanders
@drambardar
@joebiden

Top Mentioned in G9:
@_nalexander
@mtaibbi
@killa_cam214
@kylelovesbernie
@letsblamerussia
@masspeaceaction
@zerlinamaxwell
@walkerbragman
@thebernreport
@vanadiumzest

Top Mentioned in G10:
@breitbartnews
@bonginoreport
@sheepdogsociety
@realjuliasong
@pamelageller
@chuckwoolery
@charliekirk11
@hhhuson
@_nalexander

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@rashidaldosari
@mlnangalama
@souljahsingh
@joefreedomlove
@inabster
@independent
@twitlertwit
@rocketnews1

Top Tweeters in G1:
@actionscript3
@senseof_outrage
@miltonespinozaf
@llama_strudel
@caffreyej
@bad_woof
@nikhil_p_b
@vabvox
@burnodo
@godandthebear

Top Tweeters in G2:
@rxbun
@ggg_says
@morvjn
@invisiblehand78
@mrpshropshire
@morbid_elation
@papaesoco
@dumbmongreldog
@jfjabbo
@ruckcohlchez

Top Tweeters in G3:
@thehill
@k810mt
@crooow1
@politico
@theresaschroe14
@rob_camacho_sd
@llarks
@zaidjilani
@truthtotweet
@cecalli_helper

Top Tweeters in G4:
@rocketnews1
@therussophile
@alenkarabegovic
@dgendvil
@gryking
@andyvermaut
@estarianne
@droolindog
@analyticaglobal
@outli3rthe

Top Tweeters in G5:
@sylvesterbrenda
@championmtager
@lvlvlrd707
@livnwlupus
@didnotvotefor44
@texan2a
@porterougetea
@karen_erotoo1
@4heritagemoms
@kopatriot45

Top Tweeters in G6:
@catawu
@homegypsy
@liverpotlian
@mlczone
@limeylizzie
@kate_hawkins776
@visitkarte
@irhystay
@barbaramain07
@notacquiescing

Top Tweeters in G7:
@nofascistlies
@veggie64_leslie
@wmur9
@mobygrapefan
@idreamin4d
@newsanceandgg
@unspokenbond
@amyharlib
@of_the_people7
@sailorpsy

Top Tweeters in G8:
@marieproia
@itswanda
@tigerbeat
@samir_patil
@nursevictoria11
@march4progress
@randyresist
@dwilliams1001
@lorik_maga18
@patrickakarlson

Top Tweeters in G9:
@alizardx
@sableviews
@johnsalmond
@t_fisherking
@leorule4ever
@mabukon
@themainepain
@unityofnature
@jonstall2009
@fisherburton

Top Tweeters in G10:
@souljahsingh
@patriotmarie
@soniaerasmus
@jjwills2
@jimboazil
@wombatsocho
@lorizellmill
@idawhannadoyou
@sasky1959
@celesteusaproud