Warren Sanders, Twitter, 1/23/2020 7:29:29 PM, 220238
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Warren Sanders Twitter NodeXL SNA Map and Report for Wednesday, 22 January 2020 at 11:20 UTC
Warren Sanders Twitter NodeXL SNA Map and Report for Wednesday, 22 January 2020 at 11:20 UTC
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
January 23, 2020
Short Description:
Warren Sanders via NodeXL http://bit.ly/38wElXS
@surveyusa
@queeninyeiiow
@berniesanders
@ppollingnumbers
@peterschweizer
@flchamber
@eugenegu
@realdonaldtrump
@bostonglobe
@proudresister

Top hashtags:
#new
#hannity
#sanders
#biden
#newhampshire
#ilikebernie

Description:
Description
The graph represents a network of 17,027 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 Wednesday, 22 January 2020 at 11:35 UTC.

The tweets in the network were tweeted over the 20-hour, 26-minute period from Tuesday, 21 January 2020 at 14:53 UTC to Wednesday, 22 January 2020 at 11:19 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 : 17027
Unique Edges : 21745
Edges With Duplicates : 1912
Total Edges : 23657
Number of Edge Types : 5
Retweet : 9789
MentionsInRetweet : 5836
Replies to : 3087
Tweet : 2076
Mentions : 2869
Self-Loops : 2124
Reciprocated Vertex Pair Ratio : 0.00299734106840706
Reciprocated Edge Ratio : 0.00597676772545428
Connected Components : 1854
Single-Vertex Connected Components : 1027
Maximum Vertices in a Connected Component : 13484
Maximum Edges in a Connected Component : 20268
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.560124
Graph Density : 7.1565637099985E-05
Modularity : 0.785408
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 17,027 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 Wednesday, 22 January 2020 at 11:35 UTC.

The tweets in the network were tweeted over the 20-hour, 26-minute period from Tuesday, 21 January 2020 at 14:53 UTC to Wednesday, 22 January 2020 at 11:19 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:
[167] https://democrats.com/
[55] https://www.theverge.com/2020/1/21/21075436/mike-bloomberg-billionaire-bernie-sanders-elizabeth-warren-break-up-facebook-google-amazon
[35] https://www.nytimes.com/2020/01/21/us/politics/bernie-sanders-apologizes-joe-biden.html?fbclid=IwAR1R6bEFm7v3Z4Q5aAyqmtLwAm22pnZSIo6tl0bmbFBW5B4av1g_CVCUJrY
[22] https://babylonbee.com/news/warren-rejects-peace-pipe-offered-by-sanders
[21] https://www.democracynow.org/2020/1/21/headlines/nyt_endorses_senators_warren_klobuchar_as_sanders_gets_backing_from_reps_jayapal_and_pocan
[16] https://www.politico.com/news/2020/01/16/bernie-sanders-elizabeth-warren-feud-100129
[15] https://www.thenation.com/article/sanders-warren-truth/
[14] https://www.thenation.com/article/sanders-warren-cnn-debate/
[14] https://www.politico.com/news/2020/01/14/sanders-admits-anti-warren-script-early-states-098786
[12] https://www.politico.com/news/2020/01/20/warren-sanders-2020-101276

Top URLs in Tweet in G1:
[16] https://democrats.com/
[4] https://morningconsult.com/2020-democratic-primary/
[4] https://www.bostonglobe.com/2020/01/21/metro/read-full-results-suffolkglobe-nh-poll/
[3] http://w.bos.gl/qEoWNQq
[3] http://www.msn.com/en-us/news/elections-2020/he-totally-said-it-or-complete-bs-sanders-and-warren-voters-dig-in/ar-BBZa2jX?ocid=st
[2] https://www.suffolk.edu/-/media/suffolk/documents/academics/research-at-suffolk/suprc/polls/new-hampshire/2020/1_21_2020_marginals_pdftxt.pdf?la=en&hash=6CFFC77EA85499A852DCC54631E81976DA939EA5
[2] https://www.scribd.com/document/443446801/Iowa-Caucus-Memo-011920
[2] https://www.chegg.com/press/college-election-tracker/
[2] http://www.surveyusa.com/client/PollReport.aspx?g=a98a06be-92cb-493f-a04a-b14c72c8c0e9
[2] https://www.reuters.com/article/us-usa-election-democrats-poll/sanders-climbs-now-tied-with-biden-among-registered-voters-reuters-poll-idUSKBN1ZG00D

Top URLs in Tweet in G2:
[106] https://democrats.com/
[11] https://www.nytimes.com/2018/12/13/us/politics/elizabeth-warren-bernie-sanders-2020.html
[6] https://www.politifact.com/truth-o-meter/statements/2020/jan/09/bernie-sanders/did-biden-laud-paul-ryan-proposal-cut-social-secur/
[6] https://www.vox.com/policy-and-politics/2017/11/14/16640082/donna-brazile-warren-bernie-sanders-democratic-primary-rigged
[5] http://emersonpolling.com/wp-content/uploads/sites/47/2019/12/National-Poll-Results-December.xlsx
[5] http://cdn.cnn.com/cnn/2019/images/12/19/rel14b.-.2020.pdf
[5] https://cdn.cnn.com/cnn/2019/images/12/20/rel14c.-.economy,.general.election.pdf
[5] https://www.politico.com/news/2020/01/14/sanders-admits-anti-warren-script-early-states-098786
[4] https://www.newsweek.com/bernie-sanders-new-york-times-snub-elizabeth-warren-amy-klobuchar-endorsed-1483036
[4] https://www.nbcnews.com/politics/2020-election/warren-clinton-talk-behind-scenes-2020-race-intensifies-n1049701

Top URLs in Tweet in G3:
[18] https://www.theverge.com/2020/1/21/21075436/mike-bloomberg-billionaire-bernie-sanders-elizabeth-warren-break-up-facebook-google-amazon
[9] https://www.thenation.com/article/sanders-warren-truth/
[7] https://www.washingtonpost.com/opinions/2020/01/21/there-are-bigger-issues-progressives-tackle-than-each-other/
[6] https://www.usatoday.com/story/news/politics/elections/2020/01/21/impeachment-trial-warren-sanders-klobuchar-bennet-use-surrogates-2020/4530366002/
[5] https://babylonbee.com/news/warren-rejects-peace-pipe-offered-by-sanders
[5] https://peripheral-futures.myshopify.com/products/electric-heated-vest-men-women-heating-waistcoat-thermal-warm-clothing-usb-heated-outdoor-vest-winter-heated-jacket?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost#new_tab
[5] http://subtletv.com/baa7emZ?1=1t
[4] https://twitter.com/axios/status/1219606749470187521
[4] https://www.washingtonpost.com/graphics/politics/policy-2020/quiz-which-candidate-agrees-with-me/?tid=ss_tw
[4] https://www.theverge.com/2020/1/21/21075436/mike-bloomberg-billionaire-bernie-sanders-elizabeth-warren-break-up-facebook-google-amazon?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[30] https://www.nytimes.com/2020/01/21/us/politics/bernie-sanders-apologizes-joe-biden.html?fbclid=IwAR1R6bEFm7v3Z4Q5aAyqmtLwAm22pnZSIo6tl0bmbFBW5B4av1g_CVCUJrY
[3] https://www.nytimes.com/2020/01/19/us/politics/bernie-sanders-black-vote-elizabeth-warren.html
[2] https://www.advocate.com/politics/2019/4/22/sanders-supporters-would-vote-trump-over-buttigieg-warren-harris
[1] https://www.nytimes.com/2020/01/21/us/politics/joe-biden-bernie-sanders-social-security.html
[1] https://www.washingtonpost.com/politics/sanders-a-critic-of-secret-money-in-politics-declines-to-call-on-a-group-supporting-him-to-disclose-its-donors/2020/01/20/e58f813e-27f8-11ea-ad73-2fd294520e97_story.html
[1] https://twitter.com/daveweigel/status/1219800990888742913
[1] https://www.bostonglobe.com/2020/01/21/metro/read-full-results-suffolkglobe-nh-poll/
[1] https://democrats.com/
[1] https://www.dcdocumentreports.com/adam-schiff-is-a-party-to-the-conspiracy/
[1] https://twitter.com/sallyalbright/status/1219704785009553408

Top URLs in Tweet in G5:
[8] https://www.teenvogue.com/story/bernie-sanders-elizabeth-warren-media-learned-little-from-2016-election?utm_social-type=owned&utm_brand=tv&utm_source=twitter&mbid=social_twitter&utm_medium=social
[6] http://nymag.com/intelligencer/2019/09/cnn-climate-town-hall-bernie-sanders-elizabeth-warren-nuclear-power.html
[1] https://bowdoinorient.com/2019/10/25/the-difference-between-sanders-and-warren/
[1] https://twitter.com/mr_berman/status/1215773709757227008
[1] https://twitter.com/PpollingNumbers/status/1219626405031563272
[1] https://twitter.com/brianpmangan/status/1205204782820024320
[1] https://twitter.com/ericlevitz/status/1219808855401619457
[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

Top URLs in Tweet in G6:
[4] https://www.mediaite.com/a/bqhdu
[2] https://www.breitbart.com/politics/2020/01/15/amazon-crowns-profiles-in-corruption-the-most-anticipated-nonfiction-book/
[2] https://ir.shareaholic.com/e?a=1&u=https://www.washingtontimes.com/news/2020/jan/21/hillary-clinton-nobody-likes-bernie-sanders-not-su/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[1] https://pantsonfirenews.com/cnn-is-in-hot-water-after-this-scheme-to-rig-a-debate-just-blew-up-in-their-face/
[1] https://www.washingtontimes.com:443/news/2020/jan/21/why-hillary-attacking-bernie-now/
[1] https://www.breitbart.com/politics/2020/01/09/bombshell-book-to-reveal-how-biden-family-siphoned-millions-in-taxpayer-cash-hunter-biden-just-the-tip-of-the-iceberg/
[1] http://hwcdn.libsyn.com/p/6/4/f/64f0d9c4bd9f4413/EEE_1836_1.5_-_12020_9.46_PM.mp3?c_id=62960645&cs_id=62960645&expiration=1579696318&hwt=239f6151fec4288439097f19c8854d9a
[1] https://twitter.com/hollyotterbein/status/1219659489785405440
[1] https://www.foxnews.com/opinion/sanders-warren-specialist-sacrifice-nicole-saphier

Top URLs in Tweet in G7:
[9] https://democrats.com/
[3] https://theintercept.com/2020/01/17/sanders-warren-vice-president-treasury-secretary/
[2] https://www.rollingstone.com/politics/political-commentary/january-democratic-debate-2020-cnn-bernie-sanders-elizabeth-warren-938365/?fbclid=IwAR0aLBmHBNDfBFd9SlNqMSV6zP0-V1RO_cIBjdBKaMgR7dXnzRnzVbsGIBc
[1] https://jacobinmag.com/2020/01/bernie-sanders-elizabeth-warren-sexism-controversy-woman-president?fbclid=IwAR25M8t9FnYLQ2x7a7bmzzlm1JbbG7p4agUVPPaSJ9BwyiyEDsLOmKOW5Vk
[1] https://www.politico.com/news/2020/01/21/sanders-campaign-urges-restraint-clinton-101799
[1] https://www.nytimes.com/2020/01/20/opinion/martin-luther-king-ella-baker.html
[1] https://twitter.com/bessbell/status/1219713119972257792
[1] https://twitter.com/axios/status/1219608094105382914
[1] https://www.theatlantic.com/politics/archive/2019/08/2020-campaigns-unionize-sanders-warren-booker-castro/596599/

Top URLs in Tweet in G8:
[4] https://www.nytimes.com/2020/01/19/us/politics/bernie-sanders-black-vote-elizabeth-warren.html
[2] https://twitter.com/DarkNookShop/status/1219695220788322304
[2] http://nymag.com/intelligencer/2019/06/bernie-sanders-2016-rigged-wont-pledge-support-winner.html
[2] https://www.youtube.com/watch?v=r__Dk4oWGJQ&feature=youtu.be&t=112

[2] http://highlighthollywood.com/2020/01/joe-biden-comes-under-attack-by-sanders-and-warren-as-former-vp-now-leads-in-iowa/
[2] https://fivethirtyeight.com/features/election-update-why-the-warren-sanders-fight-may-help-warrens-chances-in-iowa/
[2] https://video.foxnews.com/v/6125291091001/
[1] https://twitter.com/TylooseyGoosey/status/1219803459622522881
[1] https://twitter.com/JoeBiden/status/1219788577443340288
[1] https://www.politico.com/news/2020/01/20/joe-biden-iowa-poll-101192

Top URLs in Tweet in G9:
[2] https://jacobinmag.com/2020/01/bernie-sanders-elizabeth-warren-sexism-controversy-woman-president

Top URLs in Tweet in G10:
[2] https://www.thenation.com/article/sanders-warren-truth/
[2] https://www.nytimes.com/2020/01/21/us/politics/bernie-sanders-apologizes-joe-biden.html?fbclid=IwAR1R6bEFm7v3Z4Q5aAyqmtLwAm22pnZSIo6tl0bmbFBW5B4av1g_CVCUJrY
[1] https://www.politico.com/news/2020/01/20/warren-sanders-2020-101276
[1] https://twitter.com/daveweigel/status/1219377168284897281
[1] https://www.buzzfeednews.com/article/ryancbrooks/bernie-sanders-woman-president-warren
[1] https://twitter.com/karpmj/status/1219662475517407233
[1] https://www.salon.com/2020/01/19/elizabeth-warren-bernie-sanders-sexism-feud-prevent/
[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

Top Domains
Top Domains in Tweet in Entire Graph:
[386] twitter.com
[167] democrats.com
[102] nytimes.com
[77] politico.com
[75] youtube.com
[65] theverge.com
[60] washingtonpost.com
[38] foxnews.com
[37] jacobinmag.com
[34] vox.com

Top Domains in Tweet in G1:
[16] democrats.com
[9] twitter.com
[6] morningconsult.com
[5] bostonglobe.com
[3] bos.gl
[3] msn.com
[2] suffolk.edu
[2] scribd.com
[2] fau.edu
[2] chegg.com

Top Domains in Tweet in G2:
[106] democrats.com
[30] twitter.com
[16] nytimes.com
[13] cnn.com
[11] politico.com
[10] newsweek.com
[8] vox.com
[7] nbcnews.com
[6] jacobinmag.com
[6] politifact.com

Top Domains in Tweet in G3:
[184] twitter.com
[22] theverge.com
[21] washingtonpost.com
[17] youtube.com
[15] theguardian.com
[13] nytimes.com
[12] foxnews.com
[11] politico.com
[10] thenation.com
[10] usatoday.com

Top Domains in Tweet in G4:
[34] nytimes.com
[4] twitter.com
[2] washingtonpost.com
[2] bostonglobe.com
[2] newsweek.com
[2] advocate.com
[1] democrats.com
[1] dcdocumentreports.com
[1] nypost.com
[1] youtube.com

Top Domains in Tweet in G5:
[8] teenvogue.com
[6] nymag.com
[4] twitter.com
[1] bowdoinorient.com
[1] theverge.com
[1] realclearpolitics.com

Top Domains in Tweet in G6:
[4] mediaite.com
[3] breitbart.com
[2] shareaholic.com
[1] pantsonfirenews.com
[1] washingtontimes.com
[1] libsyn.com
[1] twitter.com
[1] foxnews.com

Top Domains in Tweet in G7:
[9] democrats.com
[3] theintercept.com
[2] twitter.com
[2] rollingstone.com
[1] jacobinmag.com
[1] politico.com
[1] nytimes.com
[1] theatlantic.com

Top Domains in Tweet in G8:
[12] twitter.com
[6] nytimes.com
[4] fivethirtyeight.com
[3] politico.com
[2] nymag.com
[2] youtube.com
[2] highlighthollywood.com
[2] foxnews.com
[1] topbuzz.com
[1] washingtonpost.com

Top Domains in Tweet in G9:
[2] jacobinmag.com

Top Domains in Tweet in G10:
[2] thenation.com
[2] twitter.com
[2] nytimes.com
[1] politico.com
[1] buzzfeednews.com
[1] salon.com
[1] washingtonpost.com
[1] nbcnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[997] new
[407] hannity
[133] sanders
[116] biden
[112] newhampshire
[106] ilikebernie
[86] democraticdebate
[83] iowa
[81] democrat
[79] primary



Top Hashtags in Tweet in G1:
[850] new
[79] newhampshire
[9] ilikebernie
[7] manufactureconsent
[5] iowa
[5] national
[5] stopendlesswars
[5] organizetowin2020
[2] democrats
[2] democratic

Top Hashtags in Tweet in G2:
[47] new
[36] ilikebernie
[16] iendorsebernie
[7] bernie2020
[6] sanders
[5] rankedchoicevoting
[4] newhampshire
[4] bernie
[4] berniesanders
[3] dem

Top Hashtags in Tweet in G3:
[29] ilikebernie
[17] warren
[15] sanders
[12] berniesanders
[10] bernie2020
[8] nobodylikeshim
[8] trumpiscorrupt
[7] trump
[7] bernie
[7] btstour2020

Top Hashtags in Tweet in G4:
[6] profilesincorruption
[4] warren
[4] sanders
[3] biden
[2] teampete
[1] wintheera
[1] new
[1] secretmeeting
[1] petebuttigieg
[1] peteforpresident

Top Hashtags in Tweet in G5:
[74] iowa
[74] democraticdebate
[74] democrat
[74] primary
[74] biden
[74] sanders
[70] democratic
[70] nomination
[22] newhampshire
[6] yanggang

Top Hashtags in Tweet in G6:
[394] hannity
[2] singlepayer
[1] new
[1] foxnews

Top Hashtags in Tweet in G7:
[28] new
[2] berniesanders
[1] iendorsebernie
[1] ilikebernie
[1] aoc
[1] joebideniscorrupt
[1] democratic
[1] nomination
[1] iowa
[1] democraticdebate

Top Hashtags in Tweet in G8:
[5] usa
[5] poll
[5] newhampshire
[5] sanders
[5] biden
[5] buttigieg
[2] new
[2] aag
[2] aag2020
[2] impeachmenttrial

Top Hashtags in Tweet in G9:
[3] new

Top Hashtags in Tweet in G10:
[1] warren2020
[1] rankedchoicevoting
[1] ilikebernie
[1] quidproquo

Top Words
Top Words in Tweet in Entire Graph:
[15652] Words in Sentiment List#1: Positive
[19459] Words in Sentiment List#2: Negative
[426] Words in Sentiment List#3: Angry/Violent
[627535] Non-categorized Words
[662652] Total Words
[18612] sanders
[18541] warren
[10365] trump
[10221] biden
[7584] bernie

Top Words in Tweet in G1:
[5271] trump
[3101] warren
[3086] sanders
[2636] biden
[2464] buttigieg
[1992] poll
[1897] 43
[1399] 15
[1384] yang
[1258] steyer

Top Words in Tweet in G2:
[1473] warren
[1424] sanders
[783] trump
[694] bernie
[654] biden
[445] buttigieg
[388] elizabeth
[333] klobuchar
[332] poll
[296] steyer

Top Words in Tweet in G3:
[1050] sanders
[1023] warren
[415] bernie
[276] biden
[228] elizabeth
[158] clinton
[151] hillary
[146] trump
[108] klobuchar
[105] vote

Top Words in Tweet in G4:
[874] sanders
[852] warren
[585] biden
[496] bernie
[421] klobuchar
[409] buttigieg
[338] campaign
[332] petebuttigieg
[324] 350
[289] elizabeth

Top Words in Tweet in G5:
[1044] yang
[930] college
[897] sanders
[893] warren
[849] biden
[690] poll
[665] buttigieg
[635] 15
[620] students
[478] andrewyang

Top Words in Tweet in G6:
[1210] corruption
[1022] biden
[796] family
[788] explosive
[741] sanders
[710] warren
[607] peterschweizer
[606] profiles
[427] never
[406] book

Top Words in Tweet in G7:
[735] warren
[721] sanders
[674] biden
[654] bernie
[645] elizabeth
[618] clinton
[617] joe
[615] both
[614] hillary
[611] iowa

Top Words in Tweet in G8:
[753] sanders
[687] warren
[509] percent
[392] biden
[312] sen
[283] bernie
[282] klobuchar
[276] pete
[231] elizabeth
[223] hillary

Top Words in Tweet in G9:
[465] warren
[463] sanders
[448] trump
[444] bernie
[442] elizabeth
[440] hillary
[440] clinton
[439] biden
[437] buttigieg
[437] needs

Top Words in Tweet in G10:
[542] 2020
[474] warren
[456] sanders
[375] elizabeth
[361] bernie
[305] clinton
[304] hillary
[284] one
[279] 2016
[276] endorsed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5689] bernie,sanders
[5214] elizabeth,warren
[2708] hillary,clinton
[2632] joe,biden
[2286] trump,43
[2112] sanders,warren
[1869] warren,sanders
[1664] amy,klobuchar
[1417] poll,sanders
[1349] 10,yang

Top Word Pairs in Tweet in G1:
[1829] trump,43
[1051] poll,sanders
[1023] trump,44
[951] 50,trump
[949] 10,yang
[936] yang,gabbard
[924] trump,45
[914] 43,biden
[914] biden,50
[912] sanders,52

Top Word Pairs in Tweet in G2:
[401] bernie,sanders
[367] elizabeth,warren
[190] trump,43
[179] joe,biden
[141] trump,45
[141] trump,44
[123] warren,18
[117] amy,klobuchar
[117] sanders,warren
[116] pete,buttigieg

Top Word Pairs in Tweet in G3:
[302] bernie,sanders
[219] elizabeth,warren
[204] sanders,warren
[174] warren,sanders
[81] hillary,clinton
[52] joe,biden
[42] sanders,elizabeth
[34] impeachment,trial
[30] biden,warren
[26] warren,bernie

Top Word Pairs in Tweet in G4:
[372] bernie,sanders
[288] elizabeth,warren
[273] joe,biden
[252] hillary,clinton
[225] pete,buttigieg
[178] warren,sanders
[166] cedar,rapids
[165] rapids,iowa
[163] over,200
[163] 200,people

Top Word Pairs in Tweet in G5:
[428] biden,buttigieg
[423] college,students
[420] chegg,poll
[420] sanders,30
[420] 30,yang
[420] yang,19
[420] 19,warren
[420] warren,15
[420] 15,biden
[304] students,sanders

Top Word Pairs in Tweet in G6:
[794] biden,family
[606] profiles,corruption
[411] sanders,warren
[396] never,before
[394] #hannity,exclusive
[394] exclusive,biden
[394] family,corruption
[394] corruption,being
[394] being,exposed
[394] exposed,never

Top Word Pairs in Tweet in G7:
[645] elizabeth,warren
[640] bernie,sanders
[617] joe,biden
[611] hillary,clinton
[610] iowa,caucus
[608] both,hillary
[608] clinton,elizabeth
[608] warren,attacked
[608] attacked,bernie
[608] sanders,weeks

Top Word Pairs in Tweet in G8:
[258] bernie,sanders
[230] elizabeth,warren
[152] hillary,clinton
[130] biden,24
[120] warren,pete
[119] amy,klobuchar
[117] pete,buttigieg
[112] biden,15
[112] buttigieg,16
[109] warren,18

Top Word Pairs in Tweet in G9:
[443] bernie,sanders
[442] elizabeth,warren
[439] hillary,clinton
[433] blue,matter
[433] joe,biden
[432] pete,buttigieg
[432] amy,klobuchar
[431] clinton,whatever
[431] whatever,ll
[431] ll,vote

Top Word Pairs in Tweet in G10:
[375] elizabeth,warren
[354] bernie,sanders
[300] hillary,clinton
[272] sanders,show
[271] tired,hillary
[271] clinton,vs
[271] vs,bernie
[271] show,one
[271] one,reasons
[271] reasons,endorsed

Top Replied-To
Top Replied-To in Entire Graph:
@uptecwa
@petebuttigieg
@mattyglesias
@ortainedevian
@raising_hill
@berniesanders
@page88
@realdonaldtrump
@mehdirhasan
@kid_prairie

Top Replied-To in G1:
@uptecwa
@mattyglesias
@ppollingnumbers
@politics_polls
@organizingpower
@dawnsaffron
@indiemusicfan4
@jameshaslamvt
@zachmontellaro
@katieglueck

Top Replied-To in G2:
@berniesanders
@emersonpolling
@ewarren
@meaganmday
@tomsteyer
@hillaryclinton
@tvietor08
@lindseyboylan
@uptecwa
@amyklobuchar

Top Replied-To in G3:
@matthewminer01

Top Replied-To in G4:
@petebuttigieg
@realdonaldtrump
@kid_prairie
@daveweigel
@repandybiggsaz
@saracarterdc
@sxdoc
@donaldonethics
@andrewbacevich
@mighty_rodent

Top Replied-To in G5:
@andrewyang
@brianlehrer
@fatfuckasaurus
@1stkiersten
@berniesanders
@brys2324
@natesilver538
@joshua4npv1
@brianjhanley
@opinionatedstu

Top Replied-To in G6:
@seanhannity
@seamusbruner
@washtimes

Top Replied-To in G7:
@queeninyeiiow
@uptecwa
@neeneinnyetno
@_waleedshahid
@deezthoughtsare
@flythaimma
@charlesclarke81
@ryangrim
@jeff3bcm

Top Replied-To in G8:
@justicedems
@amybwang
@marilopozasc
@agraybee
@maggienyt
@brent858
@dennisdiclaudio
@notswedish1
@anakasparian
@hillaryclinton

Top Replied-To in G9:
@mikefarb1
@realdonaldtrump
@robincook

Top Replied-To in G10:
@proudresister
@tomwatson
@mskoobreeze
@barrenaples
@kitchen5203
@elienyc
@carentarvin
@schroederwrite
@citizenmctruth
@amethystmimosa

Top Mentioned
Top Mentioned in Entire Graph:
@surveyusa
@peterschweizer
@andrewyang
@suffolk_u
@bostonglobe
@berniesanders
@realdonaldtrump
@flchamber
@ewarren
@collegeinsights

Top Mentioned in G1:
@surveyusa
@suffolk_u
@bostonglobe
@andrewyang
@sunraysunray
@flchamber
@chegg
@collegeinsights
@berniesanders
@focusonrural

Top Mentioned in G2:
@berniesanders
@ewarren
@hillaryclinton
@corybooker
@joebiden
@surveyusa
@sensanders
@suffolk_u
@bostonglobe
@cnn

Top Mentioned in G3:

Top Mentioned in G4:
@realdonaldtrump
@tedcruz
@petebuttigieg
@berniesanders
@shortman5427
@peterschweizer
@daveweigel
@joebiden
@repandybiggsaz
@senseofwonder65

Top Mentioned in G5:
@andrewyang
@collegeinsights
@chegg
@surveyusa
@kittypurrzog
@berniesanders
@dawso26
@joshtho08210011
@brianpmangan
@bourgeoisalien

Top Mentioned in G6:
@peterschweizer
@stevehiltonx
@foxnewsopinion
@washtimes
@kimstrassel
@surveyusa
@washtimesoped
@realdonaldtrump

Top Mentioned in G7:
@surveyusa
@berniesanders
@ryangrim
@politico
@organizingpower
@flythaimma
@realdonaldtrump

Top Mentioned in G8:
@focusonrural
@davidbinder
@joebiden
@hillaryclinton
@surveyusa
@foxnews
@maggienyt
@sheriflanders
@menshevikm
@dennisdiclaudio

Top Mentioned in G9:
@surveyusa
@dsa_fresno
@andrewyang
@berniesanders

Top Mentioned in G10:
@elienyc
@proudresister
@ewarren
@ladyred1956
@airforcegirl58
@cookkcegyptian
@la_karma1
@resisterforever
@oldwhitegal1
@iluv2tweetdood

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@_mrdavidjones
@yuuji_k1
@alllibertynews
@robinsnewswire
@jurylady5
@peter_s_becks1
@koltovskoyyakov
@odio_nao
@souljahsingh

Top Tweeters in G1:
@rjber15
@twitlertwit
@billm9
@drdaveanddee
@paxnostrum
@rachel_mcrea
@ggg_says
@willseattle
@b1e56df9ce6549f
@senseof_outrage

Top Tweeters in G2:
@peter_s_becks1
@mattmurph24
@jamestoupin
@publicoutcrysy
@tyberzannxxxx
@rolandsmartin
@shaktilila
@limeylizzie
@edgeoforever
@shuboogie

Top Tweeters in G3:
@occuworld
@_mrdavidjones
@robinsnewswire
@koltovskoyyakov
@marciojmsilva
@raybae689
@fiweh
@politicalhedge
@inspiteoftrump
@schestowitz

Top Tweeters in G4:
@lehimesa
@yojudenz
@jver1
@eykis
@miltonespinozaf
@lyn1350
@wise_diva
@katelaity
@ladydshops
@baalter

Top Tweeters in G5:
@bkindngood
@madanabhat
@lacunalingua
@joshhelaku
@glorialaw5
@franginter
@youranonnews
@newshour
@bourgeoisalien
@tony_porras2050

Top Tweeters in G6:
@sharneal
@patriot_girl_tx
@jtblogs
@eph4_15
@jjmac55
@williamlharbuck
@sigstarget
@terrydvl
@mightymouth5413
@robertrokdawg

Top Tweeters in G7:
@jurylady5
@unknownneo
@nahfret
@nofascistlies
@anzers
@kramerfry
@tonieswidow
@faketitojohnson
@nardbell
@clarknt67

Top Tweeters in G8:
@solutioneer72
@manmet80
@homegypsy
@gus_802
@newyorker2212
@lehigh389
@davidpsdem
@foxnews
@freeandclear1
@cece_23spalding

Top Tweeters in G9:
@bluebirdtrini
@jeannie_hartley
@thuglifesocial
@vivbwoke
@ellendatlow
@knotsthoughtz
@slimjim2123
@jwomack
@candypie22
@lulu81507

Top Tweeters in G10:
@backstorymom1
@sheiladecker19
@penndragonart
@wellness4you13
@hardknoxfirst
@chholte
@roripierpont1
@wismiss3
@jocowboys87
@swirlosquirrel


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