Warren, Twitter, 2/15/2020 12:34:51 AM, 221177


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Warren_2020-02-14_09-07-18.xlsx
Warren_2020-02-14_09-07-18.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 15, 2020
Short Description:
Warren via NodeXL http://bit.ly/39GRxu1
@ewarren
@zoloftiana
@shaleentitle
@texastribune
@berniesanders
@atensnut
@cancel_sam
@realdonaldtrump
@latiffani1
@tommasontime

Top hashtags:
#navada
#texas
#blacklivesmatter
#new
#nevada
#warren2020
#warren
#florida

Description:
Description
The graph represents a network of 17,950 Twitter users whose recent tweets contained "Warren", 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 Friday, 14 February 2020 at 18:13 UTC.

The tweets in the network were tweeted over the 2-hour, 18-minute period from Friday, 14 February 2020 at 14:48 UTC to Friday, 14 February 2020 at 17:07 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 : 17950
Unique Edges : 22995
Edges With Duplicates : 3984
Total Edges : 26979
Number of Edge Types : 5
MentionsInRetweet : 4550
Retweet : 11082
Tweet : 2305
Replies to : 3715
Mentions : 5327
Self-Loops : 2351
Reciprocated Vertex Pair Ratio : 0.00787577750928536
Reciprocated Edge Ratio : 0.0156284686764641
Connected Components : 1895
Single-Vertex Connected Components : 889
Maximum Vertices in a Connected Component : 13618
Maximum Edges in a Connected Component : 22256
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.559095
Graph Density : 6.99071386259831E-05
Modularity : 0.75288
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 17,950 Twitter users whose recent tweets contained "Warren", 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 Friday, 14 February 2020 at 18:13 UTC.

The tweets in the network were tweeted over the 2-hour, 18-minute period from Friday, 14 February 2020 at 14:48 UTC to Friday, 14 February 2020 at 17:07 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
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:
[107] https://thehill.com/homenews/campaign/483076-warren-says-race-is-still-wide-open-has-raised-6m-since-iowa
[58] https://trib.al/Ta5zmjD
[50] https://www.newsweek.com/elizabeth-warren-calls-donald-trump-vladimir-putins-elf-shelf-virginia-rally-1487354?utm_source=Public&utm_medium=Feed&utm_campaign=Distribution
[34] https://www.newsweek.com/elizabeth-warren-calls-donald-trump-vladimir-putins-elf-shelf-virginia-rally-1487354
[34] https://trib.al/9TezT15
[29] https://mailchi.mp/1f7e3fad1dbf/aapi-politics-briefing-213-andrew-yangs-next-move-warren-proposes-task-force-ondata-equity-2020-endorsements-deportation-fears-budget-day
[21] https://time.com/5681261/working-families-party-harassment/
[21] https://www.entrepreneur.com/article/346391
[20] https://twitter.com/ajjaffe/status/1228072536849764352
[20] https://www.bostonherald.com/2020/02/12/elizabeth-warren-campaign-shows-warning-signs-after-new-hampshire-primary-loss/

Top URLs in Tweet in G1:
[13] https://twitter.com/ajjaffe/status/1228072536849764352
[12] https://www.newsweek.com/elizabeth-warren-calls-donald-trump-vladimir-putins-elf-shelf-virginia-rally-1487354?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=Distribution
[11] https://thehill.com/homenews/campaign/483076-warren-says-race-is-still-wide-open-has-raised-6m-since-iowa
[11] https://twitter.com/BoldProgressive/status/1228132883732324352
[10] https://secure.actblue.com/donate/maria-langholz
[6] https://twitter.com/davecatanese/status/1228126846023294977
[6] https://www.politico.com/amp/news/2020/02/13/warren-strategy-2020-115047?__twitter_impression=true
[6] https://www.rawstory.com/2020/02/watch-elizabeth-warren-wallops-mike-bloomberg-as-the-gloves-come-off-in-2020-democratic-primary/#.Xka4hZChrCc.twitter
[5] https://elizabethwarren.com/plans/m4a-transition
[5] https://www.rollingstone.com/politics/politics-news/elizabeth-warren-vs-wall-street-194416/

Top URLs in Tweet in G3:
[4] https://fingfx.thomsonreuters.com/gfx/mkt/13/1950/1919/Topline%20Reuters%202020%20Election%20Tracker%2002%2010%202020.pdf
[3] https://www.texastribune.org/2020/02/14/bernie-sanders-leading-texas-ahead-super-tuesday-uttt-poll-says/?utm_campaign=trib-social&utm_content=1581676355&utm_medium=social&utm_source=twitter
[2] https://www.reviewjournal.com/news/politics-and-government/nevada/sanders-holds-lead-heading-into-nevadas-democratic-caucuses-poll-finds-1957583/
[2] https://morningconsult.com/2020/02/13/sanders-cements-front-runner-status-after-new-hampshire-win/
[2] https://twitter.com/bethnew/status/1227603976943755264
[2] https://berniesanders.com/volunteer/
[2] https://twitter.com/ewarren/status/1227771973079650304
[1] https://www.texastribune.org/2020/02/14/bernie-sanders-leading-texas-ahead-super-tuesday-uttt-poll-says/?utm_campaign=trib-social&utm_content=1581641961&utm_medium=social&utm_source=twitter
[1] https://abcnews.go.com/Politics/elizabeth-warren-campaign-shifts-ad-spending-struggle-hampshire/story?id=68945692
[1] https://www.wsbtv.com/news/local/exclusive-channel-2-poll-finds-biden-with-large-lead-georgia-presidential-primary/523MBVBEZFC6DHI5RK5LS6GLAY/

Top URLs in Tweet in G4:
[14] https://thedcpatriot.com/elizabeth-warren-calls-for-ag-barr-to-resign-or-be-impeached/
[3] https://thefederalist.com/2020/02/14/warren-brings-trailing-campaign-to-virginia-takes-aim-at-bloomberg/
[2] https://twitter.com/writesbooks/status/1228351141009862656
[2] https://www.mediaite.com/news/bernie-sanders-fans-leave-iowa-colleges-mock-caucus-in-protest-as-he-gets-trounced-by-elizabeth-warren/
[1] https://www.thegatewaypundit.com/2020/02/commies-unite-bernie-sanders-takes-10-point-lead-in-latest-democrat-party-poll/
[1] https://www.infowars.com/warren-brags-about-broke-college-girl-depleting-half-her-savings-to-donate-to-her-campaign/
[1] https://www.realclearpolitics.com/video/2020/02/13/warren_if_barr_wont_resign_house_should_start_impeachment_proceedings_against_him_and_defund_probes.html
[1] https://www.waynedupree.com/warrens-campaign-is-just-about-done/
[1] https://www.breitbart.com/clips/2020/02/12/elizabeth-warren-ag-barr-must-be-impeached-if-he-does-not-resign/

Top URLs in Tweet in G5:
[14] https://www.entrepreneur.com/article/346391?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.foxnews.com/opinion/elizabeth-warren-2020-collapsing-adriana-cohen
[10] https://www.foxnews.com/entertainment/ashley-judd-misogynistic-savages-elizabeth-warren-campaign-video
[10] https://www.entrepreneur.com/article/346391
[9] https://grandesmedios.com/clave-exito-warren-buffett/
[6] https://www.nytimes.com/2020/02/13/us/politics/elizabeth-warren-bloomberg.html
[6] https://twitter.com/ewarren/status/1228009904973238274
[5] https://twitter.com/elizaorlins/status/1228332578005975040
[5] https://www.nationalreview.com/news/warren-claims-bloombergs-redlining-comments-should-disqualify-him-from-presidential-race/
[5] https://twitter.com/ewarren/status/1228176048187031552

Top URLs in Tweet in G6:
[3] https://twitter.com/ewarren/status/1228009904973238274
[3] https://www.mediaite.com/a/drovi
[2] https://twitter.com/shaleentitle/status/1228117944439332870
[2] https://www.businessinsider.com/who-is-elizabeth-warren-bio-age-family-key-positions-2019-3
[1] https://twitter.com/judgebobsmith/status/1228277724722221056
[1] https://thehill.com/blogs/ballot-box/presidential-races/190544-bernie-sanders-wont-rule-out-presidential-bid-touts
[1] https://twitter.com/shoe0nhead/status/1228061850178400256
[1] https://twitter.com/ajjaffe/status/1228072536849764352
[1] https://www.salon.com/2008/08/18/heather_ryan/
[1] https://twitter.com/joncoopertweets/status/1228121038967496705

Top URLs in Tweet in G7:
[15] https://www.youtube.com/watch?v=1zTNdtfGIvs&feature=youtu.be

[3] https://www.texastribune.org/2020/02/14/bernie-sanders-leading-texas-ahead-super-tuesday-uttt-poll-says/
[3] https://www.youtube.com/watch?v=cppMYeag-iU&feature=youtu.be

[2] https://twitter.com/samswey/status/1228156472699314176
[2] https://twitter.com/proudresister/status/1227739666385780736
[2] https://readsludge.com/2020/02/10/fact-check-does-bernie-sanders-get-support-from-big-money-super-pacs/
[2] https://twitter.com/ewarren/status/1227771973079650304?s=20
[2] https://www.yahoo.com/news/prominent-elizabeth-warren-supporter-says-164659016.html
[1] https://twitter.com/Robillard/status/1228331171639066629
[1] https://twitter.com/LULAC/status/1228121791060758529

Top URLs in Tweet in G8:
[3] https://twitter.com/ewarren/status/1227771973079650304
[3] https://www.pastemagazine.com/articles/2020/02/culinary-union-nevada-bernie-sanders-warren.html
[2] https://www.cbsnews.com/news/2020-democrats-hope-powerful-nevada-union-can-help-serve-them-a-win/
[1] https://projects.fivethirtyeight.com/polls/president-primary-d/national/
[1] https://www.youtube.com/watch?v=1zTNdtfGIvs&feature=youtu.be

[1] https://twitter.com/vegantrashpanda/status/1228114290759983104
[1] https://twitter.com/ProudResister/status/1228031386524631041
[1] https://twitter.com/ProudResister/status/1227710443524849665
[1] https://www.pastemagazine.com/articles/2020/02/culinary-union-nevada-bernie-sanders-warren.html?fbclid=iwar3it6r29rcn91e9wcle_ruqlfbdb16prbtxq7kor0ykbl1famvjapkqx4q
[1] https://twitter.com/werefairywool/status/1228336956939083781

Top URLs in Tweet in G9:
[4] https://www.breitbart.com/politics/2020/02/13/elizabeth-warren-consoles-supporters-after-nh-breathe-deep-eat-chocolate-hug-your-pet/
[3] https://www.vanityfair.com/news/2020/02/aoc-bernie-sanders-campaign-iowa
[2] https://twitter.com/GreggJarrett/status/1228321697947934721
[2] https://twitter.com/maggieNYT/status/1227970779503058945
[2] https://www.davidstockmanscontracorner.com/xi-jinpings-iron-fist-is-turning-the-coronavirus-into-an-economic-disaster/
[2] https://www.pscp.tv/w/cRNRrDF4ZUtXeEdWcnJhalB8MWVhS2JRa1dsZWt4WExnx02CErFstjuxPI1Tk_N88XdHfoDqkFZxskXVyNjG
[2] https://www.politico.com/magazine/story/2015/08/warren-harding-child-sex-sandal-121404
[2] https://www.breitbart.com/clips/2020/02/12/elizabeth-warren-ag-barr-must-be-impeached-if-he-does-not-resign/
[2] https://fellowamericandaily.com/warrens-team-goes-rogue-and-ruins-her/
[1] https://thehill.com/homenews/senate/482511-warren-asks-for-probe-of-whether-trump-violated-law-by-delaying-puerto-rico

Top URLs in Tweet in G10:
[2] https://www.thenation.com/article/politics/warren-bloomberg-attack-democratic/?utm_campaign=SproutSocial&utm_content=thenation&utm_medium=social&utm_source=twitter
[2] https://amp.theguardian.com/commentisfree/2020/jan/16/bernie-sanders-elizabeth-warren-donald-trump
[1] https://thehill.com/homenews/campaign/483080-sanders-jumps-to-first-among-dems-in-texas-trump-still-leads-top-contenders
[1] https://twitter.com/TheYoungTurks/status/1227761151963844609
[1] https://twitter.com/ewarren/status/1227771973079650304
[1] https://twitter.com/DanteAtkins/status/1228085405305704449
[1] https://www.youtube.com/watch?v=U_fDcNkMzno

[1] https://twitter.com/DaniellaMicaela/status/1228125032104255494
[1] https://www.politico.com/newsletters/playbook/2019/06/06/guess-who-else-voted-against-federal-funding-for-abortion-443667
[1] https://secure.actblue.com/donate/maria-langholz

Top Domains
Top Domains in Tweet in Entire Graph:
[766] twitter.com
[154] trib.al
[123] thehill.com
[100] newsweek.com
[62] youtube.com
[46] foxnews.com
[42] entrepreneur.com
[41] politico.com
[35] actblue.com
[35] co.uk

Top Domains in Tweet in G1:
[151] twitter.com
[20] actblue.com
[18] elizabethwarren.com
[16] politico.com
[12] newsweek.com
[11] thehill.com
[9] rawstory.com
[7] trib.al
[7] nytimes.com
[6] c-span.org

Top Domains in Tweet in G3:
[16] twitter.com
[7] texastribune.org
[4] thomsonreuters.com
[2] reviewjournal.com
[2] morningconsult.com
[2] berniesanders.com
[2] medium.com
[1] go.com
[1] wsbtv.com
[1] mclaughlinonline.com

Top Domains in Tweet in G4:
[14] thedcpatriot.com
[3] thefederalist.com
[2] twitter.com
[2] mediaite.com
[1] thegatewaypundit.com
[1] infowars.com
[1] realclearpolitics.com
[1] waynedupree.com
[1] breitbart.com

Top Domains in Tweet in G5:
[213] twitter.com
[27] entrepreneur.com
[24] foxnews.com
[11] yahoo.com
[10] instagram.com
[9] grandesmedios.com
[9] feature.com
[8] youtube.com
[7] nytimes.com
[7] co.uk

Top Domains in Tweet in G6:
[14] twitter.com
[3] mediaite.com
[2] businessinsider.com
[1] thehill.com
[1] salon.com
[1] nytimes.com
[1] elizabethwarren.com
[1] bloomberg.com

Top Domains in Tweet in G7:
[30] youtube.com
[23] twitter.com
[3] texastribune.org
[2] readsludge.com
[2] yahoo.com
[1] reviewjournal.com
[1] jacobinmag.com
[1] cbsnews.com
[1] leftvoice.org
[1] theblaze.com

Top Domains in Tweet in G8:
[15] twitter.com
[5] pastemagazine.com
[2] fivethirtyeight.com
[2] cbsnews.com
[1] youtube.com
[1] washingtonexaminer.com
[1] apple.news
[1] nytimes.com
[1] msnbc.com
[1] trib.al

Top Domains in Tweet in G9:
[10] twitter.com
[8] breitbart.com
[3] vanityfair.com
[2] davidstockmanscontracorner.com
[2] pscp.tv
[2] politico.com
[2] newsweek.com
[2] fellowamericandaily.com
[1] thehill.com
[1] senate.gov

Top Domains in Tweet in G10:
[5] twitter.com
[2] thenation.com
[2] theguardian.com
[1] thehill.com
[1] youtube.com
[1] politico.com
[1] actblue.com
[1] jacobinmag.com
[1] npr.org
[1] elizabethwarren.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[263] navada
[193] texas
[122] blacklivesmatter
[107] new
[99] nevada
[97] warren2020
[85] warren
[64] florida
[58] valentinesday
[41] lfg



Top Hashtags in Tweet in G1:
[113] blacklivesmatter
[56] warren2020
[29] lfg
[27] peakplaydate
[22] dreambigfighthard
[21] persist
[16] winwithwarren
[11] teamwarren
[10] disability
[10] warren

Top Hashtags in Tweet in G2:
[1] texas

Top Hashtags in Tweet in G3:
[240] navada
[153] texas
[98] new
[94] nevada
[57] florida
[10] hellosomebody
[5] notmeus
[4] bernie2020
[4] national
[3] tx2020

Top Hashtags in Tweet in G4:
[1] walkawayfromdemocrats
[1] trump2020
[1] twgrp
[1] maga
[1] trump
[1] qanon
[1] mighty200
[1] selfpreservation
[1] rt
[1] worhtless

Top Hashtags in Tweet in G5:
[28] warren
[12] warren2020
[6] valentinesday
[5] foxnews
[4] dinero
[4] biden
[4] sanders
[4] bloomberg
[3] teamwarren
[3] bernie2020

Top Hashtags in Tweet in G6:
[1] blacklivesmatter
[1] m4a
[1] votebluenomatterwho

Top Hashtags in Tweet in G7:
[19] notmeus
[12] texas
[8] navada
[6] bernie2020
[5] warren2020
[4] berniebeatstrump
[3] demdebate
[2] seculartalk
[2] wilderfury2
[2] bernie

Top Hashtags in Tweet in G8:
[14] texas
[12] warren
[8] dropoutwarren
[6] navada
[4] lyingliz
[2] notmeus
[2] bernie
[2] m4a
[1] buttigieg
[1] klobuchar

Top Hashtags in Tweet in G9:
[5] kag
[4] myhousemyamerica
[4] trump2020
[4] veterans
[4] connecticut
[4] hartford
[3] iamthenight
[2] valentinegift
[2] dozenredroses
[2] jessiepinks

Top Hashtags in Tweet in G10:
[2] presidentsanders
[1] florida
[1] berniewonnh
[1] berniewoniowa
[1] berniewonnewhampshire
[1] bloombergisaracist
[1] bloombergisunelectable
[1] teamwarren
[1] lfg

Top Words
Top Words in Tweet in Entire Graph:
[20661] Words in Sentiment List#1: Positive
[18851] Words in Sentiment List#2: Negative
[266] Words in Sentiment List#3: Angry/Violent
[563194] Non-categorized Words
[602708] Total Words
[18787] warren
[6078] bernie
[5518] elizabeth
[4963] sanders
[4670] biden

Top Words in Tweet in G1:
[2716] warren
[908] ewarren
[887] elizabeth
[564] people
[393] bernie
[374] president
[311] bloomberg
[284] very
[276] sanders
[274] more

Top Words in Tweet in G2:
[1166] warren
[1162] elizabeth
[1152] wasn
[1152] voting
[1152] until
[9] day
[9] campaign
[9] ended
[4] sanders
[3] poll

Top Words in Tweet in G3:
[1528] 10
[1465] warren
[1458] sanders
[1312] biden
[1244] buttigieg
[1114] poll
[968] bloomberg
[913] klobuchar
[839] 13
[803] steyer

Top Words in Tweet in G4:
[1049] warren
[884] right
[879] biden
[774] trump
[570] bernie
[467] party
[447] democrat
[445] trailing
[444] happy
[444] bloomberg

Top Words in Tweet in G5:
[901] warren
[213] elizabeth
[116] bernie
[111] sanders
[107] bloomberg
[73] biden
[71] campaign
[66] people
[59] day
[53] vote

Top Words in Tweet in G6:
[867] warren
[745] people
[740] supporter
[737] president
[731] sanders
[731] best
[727] ve
[727] don
[726] tenacity
[721] become

Top Words in Tweet in G7:
[970] warren
[463] bernie
[321] sanders
[285] bloomberg
[269] biden
[237] trump
[226] klobuchar
[219] buttigieg
[215] berniesanders
[200] proudresister

Top Words in Tweet in G8:
[1091] warren
[1074] bernie
[868] biden
[786] bloomberg
[521] pete
[468] texas
[462] 10
[359] 12
[355] klobuchar
[318] damaging

Top Words in Tweet in G9:
[427] warren
[243] elizabeth
[222] realdonaldtrump
[152] hampshire
[150] iowa
[147] biden
[146] sanders
[134] bernie
[128] bloomberg
[119] buttigieg

Top Words in Tweet in G10:
[435] warren
[342] bernie
[333] sanders
[328] elizabeth
[306] vote
[289] enacted
[285] actually
[284] policy
[43] gothamgirlblue
[27] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5338] elizabeth,warren
[1280] bernie,sanders
[1186] voting,elizabeth
[1175] warren,until
[1162] wasn,voting
[857] bloomberg,10
[841] best,president
[812] sanders,supporter
[811] warren,amazing
[809] warren,15

Top Word Pairs in Tweet in G1:
[808] elizabeth,warren
[131] best,chance
[129] warren's,messages
[129] messages,experiences
[129] experiences,insights
[129] insights,yes
[129] yes,plans
[129] plans,suggest
[129] suggest,best
[129] chance,using

Top Word Pairs in Tweet in G2:
[1162] elizabeth,warren
[1152] wasn,voting
[1152] voting,elizabeth
[1152] warren,until
[9] day,elizabeth
[9] warren,campaign
[9] campaign,ended
[3] sanders,24
[3] biden,22
[3] warren,15

Top Word Pairs in Tweet in G3:
[606] bloomberg,10
[589] warren,15
[587] biden,22
[578] sanders,24
[431] bernie,sanders
[423] 10,klobuchar
[383] 10,buttigieg
[382] 22,warren
[375] warren,13
[371] 15,bloomberg

Top Word Pairs in Tweet in G4:
[447] democrat,party
[442] mess,democrat
[442] party,right
[442] right,hell
[442] hell,thought
[442] thought,down
[442] down,bernie
[442] bernie,little
[442] little,petey
[442] petey,amy

Top Word Pairs in Tweet in G5:
[193] elizabeth,warren
[52] warren,buffet
[40] day,warren
[38] valentines,day
[35] warren,buffett
[35] buffet,explains
[32] warren,campaign
[30] explains,see's
[30] see's,candy
[30] candy,'dream

Top Word Pairs in Tweet in G6:
[721] sanders,supporter
[721] best,president
[720] supporter,warren
[720] warren,amazing
[720] amazing,best
[720] president,ve
[720] ve,needs
[720] needs,become
[720] become,socially
[720] socially,unacceptable

Top Word Pairs in Tweet in G7:
[113] elizabeth,warren
[96] trump,47
[75] texas,tribune
[74] proudresister,berniesanders
[65] buttigieg,klobuchar
[61] bloomberg,10
[60] bernie,sanders
[54] 22,warren
[51] warren,supporters
[48] trump,46

Top Word Pairs in Tweet in G8:
[241] warren,10
[241] 10,bloomberg
[239] 24,bernie
[239] bloomberg,pete
[212] texas,tribune
[174] 22,biden
[174] 15,warren
[172] 12,22
[172] biden,15
[171] bernie,skyrockets

Top Word Pairs in Tweet in G9:
[239] elizabeth,warren
[81] bernie,sanders
[80] democratic,party
[78] joe,biden
[78] warren,still
[77] realdonaldtrump,nice
[77] nice,try
[77] try,attempting
[77] attempting,sow
[77] sow,more

Top Word Pairs in Tweet in G10:
[320] elizabeth,warren
[299] bernie,sanders
[291] warren,vote
[284] vote,bernie
[281] sanders,policy
[281] policy,actually
[281] actually,enacted
[13] gothamgirlblue,elizabeth
[11] liz,warren
[11] sanders,supporter

Top Replied-To
Top Replied-To in Entire Graph:
@proudresister
@realdonaldtrump
@ewarren
@natesilver538
@shaleentitle
@wajahatali
@gothamgirlblue
@sethclark
@neeratanden
@samswey

Top Replied-To in G1:
@ewarren
@wajahatali
@joyannreid
@howiewolf
@aoc
@davidmweissman
@danteatkins
@davecatanese
@adamgreen
@boldprogressive

Top Replied-To in G2:
@zoloftiana
@queeninyeiiow

Top Replied-To in G3:
@politics_polls
@aschie30
@texastribune
@2020delegates
@jordanuhl
@snarkeduplawyer
@zivinilee
@godisaboomer
@randygdub
@ppollingnumbers

Top Replied-To in G4:
@realmattcouch
@fdrlst
@shawna_7777
@lyndamead14
@sally_tanner
@catturd2
@latiffani1
@waynedupreeshow
@acosta

Top Replied-To in G6:
@shaleentitle
@arminpacher
@ghuff
@pattykazusa
@ncomorau
@ryandouglassw
@judgebobsmith
@newmexicosuzie
@heisthejuan
@asperjack

Top Replied-To in G7:
@proudresister
@jordanuhl
@shivanihawkins
@kylekulinski
@hilaryr
@hanslarge
@zechareyah
@lharasiuk
@jasonoverstreet
@ecmclaughlin

Top Replied-To in G8:
@natesilver538
@sethclark
@bill_cimbrelo
@_michaelbrooks
@queeninyeiiow
@cancel_sam
@otictac
@proudresister
@efonekpo
@davywtf

Top Replied-To in G9:
@realdonaldtrump
@senwarren
@ewarren
@eugenegu
@chrismurphyct
@mikebloomberg
@marinamarraco
@ilhan
@ilhanmn
@reneecarrollaz

Top Replied-To in G10:
@gothamgirlblue
@drjasonjohnson
@clarknt67
@pmessierkirkham
@proustmalone
@bourgeoisalien
@maplespectre
@sandyhaggas
@deanbaker13
@phishinthegorge

Top Mentioned
Top Mentioned in Entire Graph:
@ewarren
@reviewjournal
@aarp
@texastribune
@berniesanders
@austinchronicle
@realdonaldtrump
@proudresister
@aoc
@mikebloomberg

Top Mentioned in G1:
@ewarren
@austinchronicle
@workingfamilies
@aoc
@blackwomxnfor
@berniesanders
@mikebloomberg
@teamwarren
@petebuttigieg
@juliancastro

Top Mentioned in G2:
@texastribune
@piloht

Top Mentioned in G3:
@reviewjournal
@aarp
@texastribune
@stpetepolls
@morningconsult
@reuters
@ipsos
@utaustin
@fla_pol
@chegg

Top Mentioned in G4:
@chrissyclark_
@fdrlst
@sonyaleesimons1
@repmaxinewaters
@realdonaldtrump
@acosta
@ewarren
@trumpwarroom

Top Mentioned in G5:
@trafficalertuk
@freedomslh

Top Mentioned in G6:
@shaleentitle
@speshalteacher
@kathleenbhudson
@livableearthnow
@nomad_np
@russian_starr
@courtneymilan
@mediaite
@heisthejuan
@ghuff

Top Mentioned in G7:
@berniesanders
@proudresister
@ewarren
@youtube
@johncusack
@shaunking
@bourgeoisalien
@ninaturner
@kylekulinski
@people4bernie

Top Mentioned in G8:
@commondefense
@texastribune
@natesilver538
@ewarren
@aarp
@reviewjournal
@pastemagazine
@isaacdovere
@unifiedagainst
@morningconsult

Top Mentioned in G9:
@realdonaldtrump
@senwarren
@wusa9
@cbseveningnews
@ewarren
@potus
@senjoniernst
@billpascrell
@repdonbacon
@whitehouse

Top Mentioned in G10:
@gothamgirlblue
@drjasonjohnson
@clarknt67
@heerjeet
@berniesanders
@ewarren
@the_acumen
@xoldmoney
@fromyonkers
@trauma_camp

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@americanair
@blacktradelines
@tecnovedosos
@lecturas24h
@the_news_diva
@marshawright
@lacronologia
@datoalminuto
@notaveraz

Top Tweeters in G1:
@missb62
@the_news_diva
@ligayaloyola
@politicalbee
@damonbethea1
@minotauresse
@actdontreact
@fieryreddragon
@itswanda
@blogdiva

Top Tweeters in G2:
@anasofakingcoo
@husjojola
@irap4food
@memwho
@_marillokume
@dchomos
@christhedolphin
@ihateukenzie
@beeflessburger
@pincheeddy

Top Tweeters in G3:
@jojokejohn
@billm9
@argojournal
@paxnostrum
@senseof_outrage
@radlein
@johnczer1
@reuters
@suekhi
@maripuerta

Top Tweeters in G4:
@sharneal
@patriotictexanv
@thornedella
@artmanjanet
@alley167
@susancturlingt1
@mboksr_maga
@desdeflorida
@joannetarpon07
@lucy24smith

Top Tweeters in G5:
@tecnovedosos
@lecturas24h
@lacronologia
@datoalminuto
@notaveraz
@tuitsugerido
@tuiterpro
@proeditores
@losarticulistas
@pdxpolicelog

Top Tweeters in G6:
@givemepie360
@jodotcom
@mardigroan
@ant95four
@kaffe_takk
@suescoby
@soaprookie
@robirdie23
@ratchetnerd_
@kakabouie

Top Tweeters in G7:
@rjber15
@missyjo79
@lesleygsmith3
@katalin_pota
@shasta_otter
@pecunium
@joanpennnative
@paulsorrentino3
@tkysk8r
@mobygrapefan

Top Tweeters in G8:
@dgendvil
@bmangh
@micjojd
@kingscuprun27
@liskaaz
@charlesmunn1
@wriseup
@oteachjohn
@katgodspell
@thepowerofmeow

Top Tweeters in G9:
@americanair
@united
@delta
@reneecarrollaz
@dieb1948
@whirledcitizen_
@ecwpunk81
@annaapp91838450
@jali_cat
@boriquagoddess

Top Tweeters in G10:
@gottalaff
@akuma_river
@leoluminary
@lltwing
@amorgaia
@roselover24
@patrickakarlson
@clarknt67
@whostheboff
@shes_radiant