Warren Sanders, Twitter, 1/22/2020 3:17:29 AM, 220188
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Warren Sanders_2020-01-21_11-44-07.xlsx
Warren Sanders_2020-01-21_11-44-07.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
January 22, 2020
Short Description:
Warren Sanders via NodeXL http://bit.ly/2RgzZys
@peterschweizer
@electionsindex
@leichtskorpion
@aishaismad
@berniesanders
@giovasummer
@realdonaldtrump
@girlsreallyrule
@debostic
@ppollingnumbers

Top hashtags:
#hannity
#sanders
#biden
#iowa
#democrat

Description:
Description
The graph represents a network of 17,547 Twitter users whose recent tweets contained "Warren Sanders", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 21 January 2020 at 21:26 UTC.

The tweets in the network were tweeted over the 19-hour, 10-minute period from Tuesday, 21 January 2020 at 00:33 UTC to Tuesday, 21 January 2020 at 19:44 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 : 17547
Unique Edges : 21945
Edges With Duplicates : 1564
Total Edges : 23509
Number of Edge Types : 5
Tweet : 2061
Retweet : 10223
Replies to : 2462
MentionsInRetweet : 6089
Mentions : 2674
Self-Loops : 2123
Reciprocated Vertex Pair Ratio : 0.00337121941822385
Reciprocated Edge Ratio : 0.00671978496688106
Connected Components : 1747
Single-Vertex Connected Components : 964
Maximum Vertices in a Connected Component : 14249
Maximum Edges in a Connected Component : 20186
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.704694
Graph Density : 6.76692960641226E-05
Modularity : 0.812291
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 17,547 Twitter users whose recent tweets contained "Warren Sanders", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 21 January 2020 at 21:26 UTC.

The tweets in the network were tweeted over the 19-hour, 10-minute period from Tuesday, 21 January 2020 at 00:33 UTC to Tuesday, 21 January 2020 at 19:44 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Warren 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:
[143] https://democrats.com/
[41] https://www.latimes.com/world-nation/story/2020-01-20/2020-democratic-contenders-link-arms-in-king-day-march
[38] https://babylonbee.com/news/warren-rejects-peace-pipe-offered-by-sanders
[37] https://www.buzzfeednews.com/article/ryancbrooks/bernie-sanders-elizabeth-warren-2020-democrats
[37] https://www.theverge.com/2020/1/21/21075436/mike-bloomberg-billionaire-bernie-sanders-elizabeth-warren-break-up-facebook-google-amazon
[35] https://www.dailywire.com/news/warren-refuses-to-answer-any-more-questions-about-sanders-being-sexist-after-earlier-claim-backfires
[34] https://www.bostonglobe.com/metro/2020/01/21/sanders-biden-lead-tight-pack-front-runners-suffolk-university-boston-globe-poll/Ocr26VjXnLM1Z39LMpVH2I/story.html
[30] https://www.newsweek.com/bernie-sanders-new-york-times-snub-elizabeth-warren-amy-klobuchar-endorsed-1483036
[26] https://www.politico.com/news/2020/01/16/bernie-sanders-elizabeth-warren-feud-100129
[25] https://www.thenation.com/article/sanders-warren-truth/

Top URLs in Tweet in G1:
[4] https://www.foxnews.com/media/sanders-warren-health-care-obamacare
[1] https://video.foxnews.com/v/6125291091001/
[1] https://twitter.com/hollyotterbein/status/1219659489785405440
[1] https://issuesinsights.com/2020/01/21/brutus-warned-us-about-elizabeth-warren-and-bernie-sanders/
[1] https://www.redstate.com/sister-toldjah/2020/01/20/video-joy-reid-brings-on-hilarious-body-language-expert-prove-bernies-liar-warren-sanders-feud/?utm_source=Twitter&utm_medium=social&utm_term=video-joy-reid-brings-on-hilarious-body-language-expert-prove-bernies-liar-warren-sanders-feud&utm_content=5&utm_campaign=PostPromoterPro
[1] https://www.redstate.com/sister-toldjah/2020/01/20/video-joy-reid-brings-on-hilarious-body-language-expert-prove-bernies-liar-warren-sanders-feud/?utm_source=Twitter&utm_medium=social&utm_term=video-joy-reid-brings-on-hilarious-body-language-expert-prove-bernies-liar-warren-sanders-feud&utm_content=2&utm_campaign=PostPromoterPro
[1] https://www.redstate.com/sister-toldjah/2020/01/20/video-joy-reid-brings-on-hilarious-body-language-expert-prove-bernies-liar-warren-sanders-feud/?utm_source=Twitter&utm_medium=social&utm_term=video-joy-reid-brings-on-hilarious-body-language-expert-prove-bernies-liar-warren-sanders-feud&utm_content=3&utm_campaign=PostPromoterPro
[1] https://www.redstate.com/sister-toldjah/2020/01/20/video-joy-reid-brings-on-hilarious-body-language-expert-prove-bernies-liar-warren-sanders-feud/?utm_source=Twitter&utm_medium=social&utm_term=video-joy-reid-brings-on-hilarious-body-language-expert-prove-bernies-liar-warren-sanders-feud&utm_content=4&utm_campaign=PostPromoterPro
[1] https://www.washingtonexaminer.com/news/how-could-the-american-people-want-someone-who-lies-warren-turns-up-heat-on-sanders
[1] https://www.foxnews.com/media/cnn-brian-stelter-elizabeth-warren-bernie-sanders

Top URLs in Tweet in G2:
[123] https://democrats.com/
[9] https://www.buzzfeednews.com/article/ryancbrooks/bernie-sanders-elizabeth-warren-2020-democrats
[7] https://mobile.twitter.com/DaniellaMicaela/status/1219385995944243201
[7] https://www.bostonglobe.com/metro/2020/01/21/sanders-biden-lead-tight-pack-front-runners-suffolk-university-boston-globe-poll/Ocr26VjXnLM1Z39LMpVH2I/story.html
[5] https://www.bostonglobe.com/2020/01/21/metro/read-full-results-suffolkglobe-nh-poll/
[4] https://www.truthdig.com/articles/sanders-is-the-only-candidate-who-gets-what-working-class-really-means/
[4] https://www.newsweek.com/bernie-sanders-new-york-times-snub-elizabeth-warren-amy-klobuchar-endorsed-1483036
[3] https://www.scribd.com/document/443446801/Iowa-Caucus-Memo-011920
[3] https://www.nakedcapitalism.com/2020/01/thoughts-on-warren-sanders-and-the-convention-warrens-choice.html?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.truthdig.com/articles/the-warren-sanders-feud-is-proof-our-electoral-system-is-broken/

Top URLs in Tweet in G3:
[23] https://www.politico.com/news/2020/01/16/bernie-sanders-elizabeth-warren-feud-100129
[11] https://www.thenation.com/article/sanders-warren-truth/
[6] https://www.newsweek.com/bernie-sanders-new-york-times-snub-elizabeth-warren-amy-klobuchar-endorsed-1483036
[5] https://www.washingtonpost.com/business/2020/01/19/sanders-warren-are-hot-discussion-topics-global-elites-gather-davos/
[5] https://www.vox.com/policy-and-politics/2017/11/14/16640082/donna-brazile-warren-bernie-sanders-democratic-primary-rigged
[4] https://www.independent.co.uk/news/world/americas/america-low-wage-jobs-workers-brookings-study-bernie-sanders-elizabeth-warren-a9231221.html
[3] https://www.buzzfeednews.com/article/mauricemitchell/the-left-can-win-this-sanders-warren
[3] https://vtdigger.org/2020/01/17/two-former-vermont-governors-attack-sanders-over-scuffle-with-warren/
[3] https://www.politico.com/news/2020/01/19/warren-joins-bernie-jabbing-biden-social-security-101111
[3] https://www.politico.com/news/2020/01/20/warren-sanders-2020-101276

Top URLs in Tweet in G4:
[5] https://democrats.com/
[1] https://slate.com/news-and-politics/2020/01/sanders-gender-obstacle-candidates-everybody-brings-some-negatives.html
[1] https://www.theguardian.com/commentisfree/2020/jan/20/joe-biden-corruption-donald-trump
[1] https://twitter.com/brian_mrbmkz/status/1219429515736178688
[1] https://twitter.com/karpmj/status/1219662475517407233
[1] https://melmagazine.com/en-us/story/sanders-warren-dem-primary-election-2020
[1] https://www.buzzfeednews.com/article/ryancbrooks/bernie-sanders-elizabeth-warren-2020-democrats?bftwnews&utm_term=4ldqpgc#4ldqpgc
[1] https://www.rollingstone.com/politics/politics-news/how-the-new-york-times-sandbagged-bernie-sanders-189129/amp/
[1] https://publiceditor.blogs.nytimes.com/2015/09/09/has-the-times-dismissed-bernie-sanders/
[1] https://www.nytimes.com/2020/01/17/business/economy/economy-democrats-business.html

Top URLs in Tweet in G5:
[13] https://www.theverge.com/2020/1/21/21075436/mike-bloomberg-billionaire-bernie-sanders-elizabeth-warren-break-up-facebook-google-amazon
[10] https://www.foxnews.com/media/cnn-brianna-keilar-elizabeth-warren-bernie-sanders
[10] https://www.thenation.com/article/sanders-warren-truth/
[9] https://www.newsweek.com/bernie-sanders-new-york-times-snub-elizabeth-warren-amy-klobuchar-endorsed-1483036
[8] https://www.buzzfeednews.com/article/ryancbrooks/bernie-sanders-elizabeth-warren-2020-democrats
[7] https://www.nytimes.com/2020/01/20/opinion/biden-sanders-social-security.html
[7] https://www.dailykos.com/stories/2020/1/20/1912363/-Warren-Sanders-shake-hands-march-arm-in-arm-laugh-and-chat-together-at-today-s-MLK-event
[6] https://www.washingtonpost.com/graphics/politics/policy-2020/quiz-which-candidate-agrees-with-me/?tid=ss_tw
[6] https://www.foxnews.com/media/cnn-brian-stelter-elizabeth-warren-bernie-sanders
[6] https://imgflip.com/i/3mgrlp

Top URLs in Tweet in G6:
[20] https://www.nytimes.com/2020/01/21/us/politics/bernie-sanders-apologizes-joe-biden.html?fbclid=IwAR1R6bEFm7v3Z4Q5aAyqmtLwAm22pnZSIo6tl0bmbFBW5B4av1g_CVCUJrY
[10] https://www.buzzfeednews.com/article/henrygomez/joe-biden-bernie-sanders-2020-house-democrats
[6] https://wjla.com/news/nation-world/democratic-infighting-runs-deeper-than-sanders-warren
[3] https://www.buzzfeednews.com/article/ryancbrooks/bernie-sanders-woman-president-warren
[2] https://www.theatlantic.com/politics/archive/2020/01/biden-sanders-warren-great-deflation/605134/
[2] https://www.youtube.com/watch?v=r__Dk4oWGJQ&feature=youtu.be&t=112

[2] http://nymag.com/intelligencer/2019/06/bernie-sanders-2016-rigged-wont-pledge-support-winner.html
[2] https://theintercept.com/2020/01/17/sanders-warren-vice-president-treasury-secretary/
[2] https://video.foxnews.com/v/6125291091001/
[2] https://twitter.com/DarkNookShop/status/1219695220788322304

Top URLs in Tweet in G7:
[4] http://nymag.com/intelligencer/2019/09/cnn-climate-town-hall-bernie-sanders-elizabeth-warren-nuclear-power.html
[1] https://www.theverge.com/2020/1/21/21075436/mike-bloomberg-billionaire-bernie-sanders-elizabeth-warren-break-up-facebook-google-amazon?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[1] https://www.realclearpolitics.com/epolls/2020/president/us/2020_democratic_presidential_nomination-6730.html
[1] https://www.washingtonpost.com/graphics/politics/policy-2020/quiz-which-candidate-agrees-with-me/
[1] https://www.publicpolicypolling.com/polls/biden-cunningham-lead-in-north-carolina/
[1] https://www.youtube.com/watch?v=2QFYngBP6so&feature=youtu.be

[1] https://www.buzzfeednews.com/article/ryancbrooks/bernie-sanders-elizabeth-warren-2020-democrats

Top URLs in Tweet in G8:
[15] https://www.bostonglobe.com/metro/2020/01/21/sanders-biden-lead-tight-pack-front-runners-suffolk-university-boston-globe-poll/Ocr26VjXnLM1Z39LMpVH2I/story.html
[6] https://www.theverge.com/2020/1/21/21075436/mike-bloomberg-billionaire-bernie-sanders-elizabeth-warren-break-up-facebook-google-amazon
[2] https://www.newsweek.com/bernie-sanders-new-york-times-snub-elizabeth-warren-amy-klobuchar-endorsed-1483036
[1] https://www.cbsnews.com/news/bernie-sanders-apologizes-to-joe-biden-for-surrogates-op-ed-alleging-he-has-a-big-corruption-problem-today-2020-01-20/
[1] https://www.huffpost.com/entry/bernie-sanders-democratic-party-independent_n_5e21e4f8c5b632117612f412
[1] https://www.nytimes.com/2020/01/21/us/politics/bernie-sanders-apologizes-joe-biden.html?fbclid=IwAR1R6bEFm7v3Z4Q5aAyqmtLwAm22pnZSIo6tl0bmbFBW5B4av1g_CVCUJrY
[1] https://www.axios.com/hillary-clinton-bernie-sanders-nobody-likes-him-f570ec0d-9ded-4966-9037-68dbf9abe931.html?utm_source=twitter&utm_medium=social&utm_campaign=organic&utm_content=1100
[1] https://twitter.com/kenolin1/status/1219433756227846145
[1] https://twitter.com/ArletteSaenz/status/1219245378253590528

Top URLs in Tweet in G9:
[1] https://www.washingtonpost.com/politics/2020/01/21/clinton-savages-bernie-sanders-points-sexism-his-campaign/
[1] https://www.nbcnews.com/politics/2020-election/hillary-clinton-blasts-sanders-won-t-commit-backing-him-party-n1119011
[1] https://www.buzzfeednews.com/article/ryancbrooks/bernie-sanders-woman-president-warren

Top URLs in Tweet in G10:
[31] https://www.latimes.com/world-nation/story/2020-01-20/2020-democratic-contenders-link-arms-in-king-day-march
[3] http://aidenlong88.blogspot.com/2020/01/rt-lbarronlopez-warren-and-sanders-have.html
[2] https://www.advocate.com/politics/2019/4/22/sanders-supporters-would-vote-trump-over-buttigieg-warren-harris
[2] https://americanindependent.com/2020-democrats-senate-impeachment-trial-donald-trump-iowa-caucuses/
[1] https://m.dailykos.com/stories/2019/4/23/1852590/-Roughly-20-of-Bernie-Sanders-voters-would-rather-vote-for-Trump-if-Warren-Harris-or-Buttigieg-win
[1] https://americanindependent.com/2020-democrats-martin-luther-king-jr-day-march-south-carolina/
[1] https://theintercept.com/2020/01/17/sanders-warren-vice-president-treasury-secretary/
[1] https://jacobinmag.com/2020/01/bernie-sanders-elizabeth-warren-sexism-controversy-woman-president?fbclid=IwAR25M8t9FnYLQ2x7a7bmzzlm1JbbG7p4agUVPPaSJ9BwyiyEDsLOmKOW5Vk
[1] https://www.cnn.com/2020/01/15/politics/bernie-sanders-elizabeth-warren-debate-audio/index.html
[1] https://twitter.com/kandavolu/status/1219371442292318211

Top Domains
Top Domains in Tweet in Entire Graph:
[368] twitter.com
[143] democrats.com
[106] nytimes.com
[97] youtube.com
[77] politico.com
[70] washingtonpost.com
[68] buzzfeednews.com
[52] foxnews.com
[50] newsweek.com
[47] bostonglobe.com

Top Domains in Tweet in G1:
[7] foxnews.com
[4] redstate.com
[2] twitter.com
[1] issuesinsights.com
[1] washingtonexaminer.com
[1] breitbart.com
[1] dailywire.com

Top Domains in Tweet in G2:
[123] democrats.com
[26] twitter.com
[14] bostonglobe.com
[9] buzzfeednews.com
[7] truthdig.com
[5] newsweek.com
[4] youtube.com
[4] thedailybeast.com
[3] scribd.com
[3] nytimes.com

Top Domains in Tweet in G3:
[36] politico.com
[24] twitter.com
[15] nytimes.com
[12] thenation.com
[10] newsweek.com
[10] washingtonpost.com
[8] buzzfeednews.com
[8] youtube.com
[7] mdnalapat.com
[6] co.uk

Top Domains in Tweet in G4:
[9] nytimes.com
[5] democrats.com
[2] twitter.com
[1] slate.com
[1] theguardian.com
[1] melmagazine.com
[1] buzzfeednews.com
[1] rollingstone.com
[1] washingtonpost.com
[1] usatoday.com

Top Domains in Tweet in G5:
[165] twitter.com
[24] foxnews.com
[21] nytimes.com
[20] washingtonpost.com
[17] newsweek.com
[14] politico.com
[14] theverge.com
[13] dailykos.com
[13] youtube.com
[12] thenation.com

Top Domains in Tweet in G6:
[21] nytimes.com
[14] twitter.com
[13] buzzfeednews.com
[6] wjla.com
[4] politico.com
[4] foxnews.com
[3] theatlantic.com
[2] youtube.com
[2] nymag.com
[2] theintercept.com

Top Domains in Tweet in G7:
[4] nymag.com
[1] theverge.com
[1] realclearpolitics.com
[1] washingtonpost.com
[1] publicpolicypolling.com
[1] youtube.com
[1] buzzfeednews.com

Top Domains in Tweet in G8:
[15] bostonglobe.com
[6] theverge.com
[2] twitter.com
[2] newsweek.com
[1] cbsnews.com
[1] huffpost.com
[1] nytimes.com
[1] axios.com

Top Domains in Tweet in G9:
[1] washingtonpost.com
[1] nbcnews.com
[1] buzzfeednews.com

Top Domains in Tweet in G10:
[31] latimes.com
[5] realclearpolitics.com
[3] americanindependent.com
[3] blogspot.com
[2] advocate.com
[2] dailykos.com
[1] theintercept.com
[1] jacobinmag.com
[1] cnn.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2224] hannity
[220] sanders
[197] biden
[183] iowa
[179] democrat
[178] democraticdebate
[175] primary
[160] democratic
[157] nomination
[155] s



Top Hashtags in Tweet in G1:
[2171] hannity
[4] profilesincorruption
[4] icymi
[1] foxnews
[1] got
[1] now
[1] newbook
[1] greatsummerread
[1] explosivebook
[1] sanders

Top Hashtags in Tweet in G2:
[56] newhampshire
[13] iowa
[13] bernie2020
[11] iendorsebernie
[10] democratic
[9] nomination
[9] democraticdebate
[9] democrat
[9] primary
[9] biden

Top Hashtags in Tweet in G3:
[7] bernie2020
[7] warren2020
[7] iendorsebernie
[7] mlkday
[5] medicareforall
[5] ilikebernie
[5] warren
[5] votebluenomatterwho
[4] notmeus
[4] dem

Top Hashtags in Tweet in G4:
[3] bernie
[3] warren
[1] sanders
[1] berniebros
[1] votebluenomatterwho2020
[1] biden

Top Hashtags in Tweet in G5:
[19] warren
[15] ilikebernie
[14] iendorsebernie
[14] sanders
[12] nobodylikeshim
[9] berniesanders
[8] trump
[8] biden
[7] bernie
[7] trumpiscorrupt

Top Hashtags in Tweet in G6:
[3] biden
[3] petebuttigieg
[2] aag
[2] aag2020
[2] impeachmenttrial
[2] berniesanders
[2] warren
[2] fairtrial
[1] hardball
[1] nobodylikeshim

Top Hashtags in Tweet in G7:
[161] iowa
[161] democraticdebate
[161] democrat
[161] primary
[161] biden
[161] sanders
[144] democratic
[144] nomination
[18] warren
[18] buttigieg

Top Hashtags in Tweet in G8:
[11] demdebate
[5] virginiaheffernan
[4] warren
[2] bernie2020
[2] berniesanders
[2] establishmentmedia
[2] iendorsebernie
[1] votebluenomatterwho2020
[1] snake
[1] ilikebernie

Top Hashtags in Tweet in G9:
[2] warren2020
[1] warren
[1] firstwomanpresident
[1] votebluenomatterwho2020

Top Hashtags in Tweet in G10:
[5] battlegroundstates
[2] berniesanders
[2] demdebate
[1] vicepresident
[1] treasurysecretary
[1] aoc
[1] latest
[1] newhampshire
[1] buttigieg
[1] latestpolls

Top Words
Top Words in Tweet in Entire Graph:
[18345] Words in Sentiment List#1: Positive
[27262] Words in Sentiment List#2: Negative
[308] Words in Sentiment List#3: Angry/Violent
[635759] Non-categorized Words
[681369] Total Words
[18578] sanders
[18515] warren
[11141] biden
[9576] house
[6957] bernie

Top Words in Tweet in G1:
[4560] corruption
[4458] biden
[4342] family
[4336] explosive
[2339] warren
[2337] sanders
[2283] profiles
[2281] peterschweizer
[2189] book
[2174] miss

Top Words in Tweet in G2:
[2639] warren
[2609] sanders
[2062] biden
[1570] buttigieg
[1496] poll
[1493] klobuchar
[1356] steyer
[1306] yang
[1304] 16
[1288] 15

Top Words in Tweet in G3:
[1171] warren
[1051] sanders
[497] biden
[324] bernie
[299] klobuchar
[298] berniesanders
[266] buttigieg
[237] poll
[230] 16
[229] iowa

Top Words in Tweet in G4:
[8921] house
[5578] senate
[4460] mayor
[2250] won
[2235] elections
[2230] 2012
[2230] 2018
[1247] warren
[1244] sanders
[1192] bernie

Top Words in Tweet in G5:
[983] sanders
[950] warren
[361] bernie
[261] biden
[222] elizabeth
[121] trump
[108] clinton
[100] hillary
[82] klobuchar
[75] vote

Top Words in Tweet in G6:
[972] sanders
[810] warren
[676] bernie
[507] elizabeth
[356] biden
[326] clinton
[315] hillary
[236] called
[232] campaign
[208] joe

Top Words in Tweet in G7:
[460] warren
[457] sanders
[422] biden
[419] yang
[357] andrew
[352] candidate
[317] polling
[314] more
[309] carolina
[309] media

Top Words in Tweet in G8:
[819] warren
[723] apologize
[481] sanders
[404] biden
[377] clinton
[377] elizabeth
[371] hillary
[365] including
[361] attacks
[361] smear

Top Words in Tweet in G9:
[506] warren
[470] sanders
[461] 2020
[396] elizabeth
[391] bernie
[378] clinton
[361] hillary
[335] needs
[252] endorsed
[234] one

Top Words in Tweet in G10:
[508] arm
[456] warren
[454] sanders
[284] march
[251] good
[248] democratic
[247] chatting
[247] occasionally
[247] laughing
[247] portion

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5259] bernie,sanders
[4953] elizabeth,warren
[4465] biden,family
[3977] sanders,warren
[2541] warren,sanders
[2368] senate,2018
[2366] senate,2012
[2366] 2012,senate
[2354] profiles,corruption
[2232] book,profiles

Top Word Pairs in Tweet in G1:
[4340] biden,family
[2283] profiles,corruption
[2177] sanders,warren
[2168] #hannity,exclusive
[2168] exclusive,biden
[2168] family,corruption
[2168] corruption,being
[2168] being,exposed
[2168] exposed,never
[2168] never,before

Top Word Pairs in Tweet in G2:
[1191] 10,yang
[1179] yang,gabbard
[903] 15,buttigieg
[901] warren,10
[897] sanders,16
[879] biden,15
[877] 12,warren
[876] buttigieg,12
[875] 16,biden
[824] gabbard,klobuchar

Top Word Pairs in Tweet in G3:
[199] elizabeth,warren
[177] bernie,sanders
[147] buttigieg,16
[145] sanders,warren
[139] 14,klobuchar
[138] biden,24
[128] warren,18
[128] sanders,14
[128] klobuchar,11
[125] warren,sanders

Top Word Pairs in Tweet in G4:
[2230] senate,2012
[2230] 2012,senate
[2230] senate,2018
[1172] elizabeth,warren
[1172] bernie,sanders
[1118] won,senate
[1116] warren,won
[1116] sanders,won
[1115] elections,elizabeth
[1115] 2018,elections

Top Word Pairs in Tweet in G5:
[264] bernie,sanders
[214] elizabeth,warren
[201] warren,sanders
[166] sanders,warren
[58] hillary,clinton
[48] joe,biden
[39] biden,warren
[36] sanders,elizabeth
[34] warren,bernie
[31] sanders,supporters

Top Word Pairs in Tweet in G6:
[628] bernie,sanders
[498] elizabeth,warren
[294] hillary,clinton
[201] joe,biden
[137] warren,called
[137] called,liar
[137] liar,cares
[137] cares,bernie
[101] pete,buttigieg
[99] trump,called

Top Word Pairs in Tweet in G7:
[357] andrew,yang
[353] biden,warren
[318] warren,sanders
[307] insane,many
[307] many,andrew
[307] yang,bumper
[307] bumper,stickers
[307] stickers,signs
[307] signs,south
[307] south,carolina

Top Word Pairs in Tweet in G8:
[377] elizabeth,warren
[369] hillary,clinton
[362] apologize,hillary
[362] clinton,elizabeth
[360] sanders,apologize
[360] apologize,biden
[360] biden,surrogate
[360] surrogate,alleging
[360] alleging,corruption
[360] corruption,refuses

Top Word Pairs in Tweet in G9:
[396] elizabeth,warren
[388] bernie,sanders
[357] hillary,clinton
[229] tired,hillary
[229] clinton,vs
[229] vs,bernie
[229] sanders,show
[229] show,one
[229] one,reasons
[229] reasons,endorsed

Top Word Pairs in Tweet in G10:
[265] warren,sanders
[254] arm,arm
[248] march,arm
[247] sanders,chatting
[247] chatting,occasionally
[247] occasionally,laughing
[247] laughing,good
[247] good,portion
[247] portion,march
[247] arm,dome

Top Replied-To
Top Replied-To in Entire Graph:
@ortainedevian
@raising_hill
@mehdirhasan
@page88
@latinos4bernie
@joebiden
@mattyglesias
@joyannreid
@berniesanders
@dailycaller

Top Replied-To in G1:
@seanhannity
@sxdoc
@alicest04563233
@ortainedevian
@vijaypujar1193
@gmiller1952

Top Replied-To in G2:
@tomsteyer
@zaidjilani
@dawnsaffron
@samstein
@latinos4bernie
@organizingpower
@kristenorthman
@romesixmile
@adamkelsey
@berniesanders

Top Replied-To in G3:
@latinos4bernie
@joebiden
@berniesanders
@kenolin1
@kid_prairie
@ewarren
@elienyc
@realdonaldtrump
@jasonoverstreet
@mmflint

Top Replied-To in G4:
@aishaismad
@atomiccabaret
@obrerx
@socalmd54
@judetheobscura1
@mgubrud
@brian_mrbmkz
@therevengerists
@open_mix
@enkiv2

Top Replied-To in G5:

Top Replied-To in G6:
@samstein
@amybwang
@tomwatson
@riotwomennn
@guy__debored
@dennisdiclaudio
@wonderbitch82
@surferbbrian1
@notswedish1
@chrislongview

Top Replied-To in G7:
@andrewyang
@matthewsitman
@zachandmattshow
@fatfuckasaurus
@kylekulinski
@humanistreport
@jordanchariton
@simmadownusa
@cryptorjv
@1stkiersten

Top Replied-To in G8:
@page88
@girlsreallyrule
@puhpuhpuhpow
@katgodspell
@bkohagan
@marcia19544
@latimesopinion
@afrosabi
@aubs89
@babytrump45

Top Replied-To in G9:
@proudresister
@alrantal
@dissentingdisc1
@realdonaldtrump
@kitchen5203
@mkraju
@aviflygirl
@retselacam
@jonathandicarlo
@h1tmanactual

Top Replied-To in G10:
@lbarronlopez
@billyesmith
@kyndie_kynz
@dan5emacabre
@latimes
@corinne_perkins
@brandon_seekins
@andreachalupa
@rentonsocialist
@johncusack

Top Mentioned
Top Mentioned in Entire Graph:
@peterschweizer
@suffolk_u
@bostonglobe
@berniesanders
@nytimes
@joebiden
@ewarren
@dnc
@tomperez
@hb04920973

Top Mentioned in G1:
@peterschweizer
@sistertoldjah
@shortman5427
@charleshurt
@replouiegohmert
@hb04920973
@genx_rocks
@femmefatalesq
@pweepingangel
@twitmo_inmate

Top Mentioned in G2:
@suffolk_u
@bostonglobe
@samstein
@berniesanders
@nytimes
@reuters
@ewarren
@petebuttigieg
@vgmac
@emersonpolling

Top Mentioned in G3:
@berniesanders
@joebiden
@ewarren
@realdonaldtrump
@hillaryclinton
@focusonrural
@davidbinder
@amyklobuchar
@elienyc
@trentspiner

Top Mentioned in G4:
@berniesanders
@washingtonpost
@jamie_agust
@princeskeleboi
@orbitron11
@aishaismad
@garbageape

Top Mentioned in G6:
@joebiden
@foxnews
@elienyc
@tomwatson
@wewillriseohio
@lynnv378
@sheriflanders
@charlesppierce
@corinne4hillary
@walkerorenstein

Top Mentioned in G7:
@andrewyang
@humanistreport
@pagetkagy
@nerdsforyang
@kylekulinski
@nikocsfb
@rachelvscott
@emersonpolling
@rusty94582

Top Mentioned in G8:
@girlsreallyrule
@page88
@ewarren
@berniesanders
@joebiden
@jude_scout
@tweetfiction
@brettaapplebaum
@senwarren
@gaslitnation

Top Mentioned in G9:
@proudresister
@ewarren
@mkraju
@mass26865948
@helpmediethanks
@kaotiqkultur
@jeant57506
@h1tmanactual
@byrdinator
@dissentingdisc1

Top Mentioned in G10:
@nytimes
@lbarronlopez
@berniesanders
@ethannichtern
@jojotyphoon
@barswilson
@vicvaiana
@cranstonl1972
@nytopinion
@ewarren

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@danielpilotte
@chris_1791
@peter_s_becks1
@lennaleprena
@koltovskoyyakov
@delta
@souljahsingh
@cloudwanderer3
@solutioneer72

Top Tweeters in G1:
@joefreedomlove
@sharneal
@israelnewslinks
@jtblogs
@homerwhite
@justmepammy
@tammywalt61
@votingred1
@laridor1
@tia6sc

Top Tweeters in G2:
@souljahsingh
@twitlertwit
@billm9
@argojournal
@paxnostrum
@joej2020usa
@b1e56df9ce6549f
@ungubunugu1274
@senseof_outrage
@boerneaj

Top Tweeters in G3:
@peter_s_becks1
@solutioneer72
@mattmurph24
@independent
@tigerfists88
@cheezwitham
@astwisa
@damonbethea1
@itswanda
@liverpotlian

Top Tweeters in G4:
@drdaveanddee
@mjfinesselover
@wally44
@dollaroyale
@ninma_
@timberghost7
@mauiwahini
@senor_sick
@mitchellmeeks11
@therevengerists

Top Tweeters in G5:
@koltovskoyyakov
@davidjones720
@davemasters
@4pawshop
@alenkarabegovic
@moreandagain
@mmarty1230
@hedgebz
@robinsnoticias
@soclaimon

Top Tweeters in G6:
@chris_1791
@manmet80
@lehimesa
@eykis
@jamestoupin
@theresamax
@sheiladecker19
@only4rm
@hardknoxfirst
@jjj5819

Top Tweeters in G7:
@bkindngood
@madanabhat
@habbradley
@lacunalingua
@joshhelaku
@glorialaw5
@mtnpoet
@franginter
@theotherrosie
@newshour

Top Tweeters in G8:
@homegypsy
@zeeshan_shah_dc
@vedehimajumdar
@sylviaz1913
@cherokeenative3
@brettaapplebaum
@bad_woof
@lllwry
@summer7570
@caroljdavy

Top Tweeters in G9:
@jilevin
@penndragonart
@jocowboys87
@_dralaterdzo
@bjcrochet
@openpodbaydoor_
@vivbwoke
@ellendatlow
@queenpeace2017
@alasscanisback

Top Tweeters in G10:
@grandpooba5440
@primal_digest
@emersonfan1
@amcneer
@caffreyej
@tates5a
@victory1261
@shift_in2_turbo
@kevinrns
@wmn4srvl


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