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Debate Steyer_2020-02-25_18-49-13.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
February 26, 2020
Short Description:
Debate Steyer via NodeXL http://bit.ly/3a2WCgf
@ppollingnumbers
@steveguest
@itsjustjill
@tomsteyer
@hlaurora63
@stevekornacki
@realdonaldtrump
@arifleischer
@thehill
@politico

Top hashtags:
#demdebate
#demdebate2020
#democraticdebate
#tulsigabbard
#warren
#national

Description:
Description
The graph represents a network of 13,460 Twitter users whose recent tweets contained "Debate Steyer", 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, 26 February 2020 at 04:06 UTC.

The tweets in the network were tweeted over the 9-day, 15-hour, 6-minute period from Sunday, 16 February 2020 at 11:47 UTC to Wednesday, 26 February 2020 at 02:54 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 : 13460
Unique Edges : 16159
Edges With Duplicates : 1063
Total Edges : 17222
Number of Edge Types : 5
Tweet : 2453
Replies to : 1281
Retweet : 10002
MentionsInRetweet : 2190
Mentions : 1296
Self-Loops : 2485
Reciprocated Vertex Pair Ratio : 0.00159533883609628
Reciprocated Edge Ratio : 0.00318559556786704
Connected Components : 2040
Single-Vertex Connected Components : 1511
Maximum Vertices in a Connected Component : 10567
Maximum Edges in a Connected Component : 14399
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.38934
Graph Density : 7.97093633220125E-05
Modularity : 0.779393
NodeXL Version : 1.0.1.424
Data Import : The graph represents a network of 13,460 Twitter users whose recent tweets contained "Debate Steyer", 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, 26 February 2020 at 04:06 UTC.

The tweets in the network were tweeted over the 9-day, 15-hour, 6-minute period from Sunday, 16 February 2020 at 11:47 UTC to Wednesday, 26 February 2020 at 02:54 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 : Debate Steyer
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:
[437] https://www.washingtonexaminer.com/news/tom-steyer-president-trump-won-the-democratic-debate
[334] https://saraacarter.com/tom-steyer-trump-won-democratic-debate-in-nevada/
[185] https://thehill.com/homenews/campaign/484264-campaign-announces-steyer-qualifies-for-south-carolina-debate
[171] https://www.nytimes.com/2020/02/24/us/politics/tom-steyer-james-clyburn-south-carolina.html
[141] https://www.youtube.com/watch?v=83D9L7U5aGo&feature=youtu.be

[80] https://www.politico.com/news/2020/02/23/steyer-debate-stage-south-carolina-116826
[73] https://www.politico.com/amp/news/2020/02/23/steyer-debate-stage-south-carolina-116826
[54] https://www.breitbart.com/politics/2020/02/17/tom-steyer-hits-10-threshold-in-four-polls-but-none-of-them-count/
[47] https://www.breitbart.com/2020-election/2020/02/19/billionaire-bloomberg-replaces-billionaire-steyer-on-democrat-debate-stage/
[47] https://www.foxnews.com/media/tom-steyer-trump-won-democrats-nevada-debate

Top URLs in Tweet in G1:
[24] https://twitter.com/i/events/1231684434329341952
[21] https://www.foxnews.com/media/tom-steyer-trump-won-democrats-nevada-debate
[19] https://www.nytimes.com/2020/02/24/us/politics/tom-steyer-james-clyburn-south-carolina.html
[14] https://www.politico.com/news/2020/02/23/steyer-debate-stage-south-carolina-116826
[13] https://www.breitbart.com/clips/2020/02/20/steyer-on-latest-dem-debate-i-saw-the-person-who-won-the-debate-last-night-whose-name-is-donald-trump/
[13] https://www.usatoday.com/story/news/politics/elections/2020/02/23/tom-steyer-makes-south-carolina-debate/4850721002/
[13] http://www.msn.com/en-us/news/elections-2020/billionaire-tom-steyer-qualifies-for-next-debate-as-biden-blames-him-for-south-carolina-slide/ar-BB10iSbC?ocid=st2
[11] https://www.washingtonexaminer.com/news/tom-steyer-president-trump-won-the-democratic-debate
[11] https://www.politico.com/news/2020/02/20/tom-steyer-mike-bloomberg-debate-116305
[9] https://www.politico.com/news/2020/02/18/tom-steyer-miss-nevada-debate-115787

Top URLs in Tweet in G2:
[306] https://www.washingtonexaminer.com/news/tom-steyer-president-trump-won-the-democratic-debate
[72] https://www.politico.com/amp/news/2020/02/23/steyer-debate-stage-south-carolina-116826
[20] https://www.foxnews.com/media/tom-steyer-trump-won-democrats-nevada-debate
[8] https://www.breitbart.com/politics/2020/02/17/tom-steyer-hits-10-threshold-in-four-polls-but-none-of-them-count/
[7] https://www.breitbart.com/2020-election/2020/02/19/billionaire-bloomberg-replaces-billionaire-steyer-on-democrat-debate-stage/
[4] https://saraacarter.com/tom-steyer-trump-won-democratic-debate-in-nevada/
[3] https://www.breitbart.com/clips/2020/02/20/steyer-on-latest-dem-debate-i-saw-the-person-who-won-the-debate-last-night-whose-name-is-donald-trump/
[3] https://www.westernjournal.com/2020-democrat-tom-steyer-trump-won-wednesdays-debate/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://www.westernjournal.com/2020-democrat-tom-steyer-trump-won-wednesdays-debate/?utm_source=Twitter&utm_medium=PostSideSharingButtons&utm_campaign=websitesharingbuttons
[2] https://www.youtube.com/watch?v=83D9L7U5aGo&feature=youtu.be


Top URLs in Tweet in G3:
[11] https://www.cbsnews.com/live-updates/democratic-debate-south-carolina-live-stream-cbs-news-2020-02-25/
[8] https://www.politico.com/news/2020/02/23/steyer-debate-stage-south-carolina-116826
[7] https://www.politico.com/news/2020/02/18/tom-steyer-miss-nevada-debate-115787
[5] https://thehill.com/homenews/campaign/484264-campaign-announces-steyer-qualifies-for-south-carolina-debate
[3] https://docs.google.com/spreadsheets/d/1dHSFg0jrAeIAqDlFZqAu-5N2x-wk8PT-6H4DbCendUM/edit?usp=sharing
[3] https://www.nytimes.com/2019/10/16/style/tom-steyer-plaid-tie-2020-democratic-debate.html
[3] https://nymag.com/intelligencer/2020/02/tom-steyers-debate-was-for-friendship-with-bernie-sanders.html
[2] https://www.wtsp.com/article/news/nation-world/democrats-prepare-to-unload-on-sanders-for-big-debate/67-bc4e4cc9-d106-4834-93b6-0c76f78d65b3
[2] https://www.amazon.com/Two-Term-Jinx-Presidents-Washington-Theodore-Roosevelt-ebook-dp-B01K0NT0CK/dp/B01K0NT0CK/ref=mt_kindle?_encoding=UTF8&me=&qid=
[2] https://thehill.com/homenews/campaign/483505-steyer-backers-call-on-dnc-head-to-ease-requirements-to-appear-on-debate

Top URLs in Tweet in G4:
[86] https://www.washingtonexaminer.com/news/tom-steyer-president-trump-won-the-democratic-debate
[14] https://truepundit.com/steyer-trump-won-the-democratic-debate-video/
[4] https://saraacarter.com/tom-steyer-trump-won-democratic-debate-in-nevada/
[3] https://townhall.com/tipsheet/juliorosas/2020/02/20/this-is-who-tom-steyer-says-won-the-las-vegas-debateand-its-not-a-democrat-n2561614
[3] https://www.washingtonexaminer.com/news/tom-steyer-president-trump-won-the-democratic-debate?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.nytimes.com/2020/02/24/us/politics/tom-steyer-james-clyburn-south-carolina.html
[2] https://www.breitbart.com/politics/2020/02/17/tom-steyer-hits-10-threshold-in-four-polls-but-none-of-them-count/
[2] https://www.foxnews.com/media/tom-steyer-trump-won-democrats-nevada-debate?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.breitbart.com/clips/2020/02/20/steyer-on-latest-dem-debate-i-saw-the-person-who-won-the-debate-last-night-whose-name-is-donald-trump/
[1] https://www.npr.org/2020/02/18/806703427/npr-pbs-newshour-marist-poll-sanders-leads-bloomberg-qualifies-for-debate

Top URLs in Tweet in G5:
[1] https://twitter.com/kenklippenstein/status/1232491140202414082
[1] https://twitter.com/MyLifeIsMunitz/status/1232480612759429122
[1] https://twitter.com/ppollingnumbers/status/1232063143234461698
[1] https://www.politico.com/news/2020/02/23/steyer-debate-stage-south-carolina-116826
[1] https://twitter.com/ryanstruyk/status/1231608138178142209
[1] https://www.washingtonexaminer.com/news/tom-steyer-president-trump-won-the-democratic-debate
[1] https://www.washingtonpost.com/politics/2020/02/19/democratic-debate/
[1] https://www.theverge.com/2019/12/19/21030422/tom-steyer-fossil-fuels-2020-democratic-debate-candidate-billionaire

Top URLs in Tweet in G6:
[10] https://fivethirtyeight.com/?post_type=fte_features&p=262493&ex_cid=story-twitter
[5] https://trib.al/SsZJEHZ
[2] https://trib.al/wia14aM
[2] http://emersonpolling.com/2020/02/19/february-national-poll-sanders-takes-the-lead-for-democratic-nomination-bloomberg-on-the-rise/
[2] https://floridapolitics.com/archives/320004-another-poll-shows-mike-bloomberg-leading-in-florida-but-that-was-before-nevada-debate
[2] https://thehill.com/homenews/campaign/484264-campaign-announces-steyer-qualifies-for-south-carolina-debate
[1] https://www.nbcnews.com/politics/2020-election/live-blog/south-carolina-democratic-debate-live-updates-candidates-face-charleston-n1141666
[1] https://www.npr.org/2020/02/25/809029045/5-things-to-watch-for-in-tuesdays-south-carolina-democratic-debate?utm_campaign=npr&utm_source=twitter.com&utm_term=nprnews&utm_medium=social
[1] https://www.npr.org/2020/02/25/809029045/5-things-to-watch-for-in-tuesdays-south-carolina-democratic-debate?utm_term=nprnews&utm_source=twitter.com&utm_campaign=npr&utm_medium=social
[1] https://www.npr.org/2020/02/25/809029045/5-things-to-watch-for-in-tuesdays-south-carolina-democratic-debate?utm_term=nprnews&utm_medium=social&utm_source=twitter.com&utm_campaign=npr

Top URLs in Tweet in G7:
[6] https://www.nytimes.com/2020/02/24/us/politics/tom-steyer-james-clyburn-south-carolina.html
[2] https://twitter.com/TrackerDebate/status/1229954771056025603
[2] https://twitter.com/GingerGibson/status/1231443854706036737
[2] https://twitter.com/DMRegister/status/1231719133881958400
[1] https://twitter.com/steffeldman/status/1232486201333993472
[1] https://twitter.com/PpollingNumbers/status/1232040503945854981
[1] https://www.politico.com/news/2020/02/20/tom-steyer-mike-bloomberg-debate-116305
[1] https://fivethirtyeight.com/?post_type=fte_features&p=262493&ex_cid=story-twitter
[1] https://twitter.com/AsteadWesley/status/1230583175627395078
[1] https://twitter.com/DrTedJ/status/1231736070116663298

Top URLs in Tweet in G8:
[297] https://saraacarter.com/tom-steyer-trump-won-democratic-debate-in-nevada/
[109] https://www.nytimes.com/2020/02/24/us/politics/tom-steyer-james-clyburn-south-carolina.html
[16] https://saraacarter.com/tom-steyer-trump-won-democratic-debate-in-nevada/?utm_source=twitter&utm_medium=social&utm_campaign=social-pug
[4] https://www.breitbart.com/politics/2020/02/17/tom-steyer-hits-10-threshold-in-four-polls-but-none-of-them-count/
[2] http://www.billoreilly.com/n/azulpt
[2] https://www.breitbart.com/2020-election/2020/02/19/billionaire-bloomberg-replaces-billionaire-steyer-on-democrat-debate-stage/
[2] https://www.youtube.com/watch?v=83D9L7U5aGo&feature=youtu.be

[2] https://www.washingtonexaminer.com/news/tom-steyer-president-trump-won-the-democratic-debate
[2] https://www.westernjournal.com/2020-democrat-tom-steyer-trump-won-wednesdays-debate/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[1] https://twitter.com/baileyville/status/1230339712419844096

Top URLs in Tweet in G9:
[19] https://freebeacon.com/politics/steyer-trump-won-the-democratic-debate/
[13] https://saraacarter.com/tom-steyer-trump-won-democratic-debate-in-nevada/
[13] https://twitter.com/PpollingNumbers/status/1230620323986493440
[4] https://www.washingtonexaminer.com/news/tom-steyer-president-trump-won-the-democratic-debate
[2] https://www.breitbart.com/politics/2020/02/17/tom-steyer-hits-10-threshold-in-four-polls-but-none-of-them-count/
[2] https://patriotify.com/2020/02/18/tom-steyer-hits-10-debate-threshold-in-four-polls-but-none-of-them-counts-breitbart/
[2] https://www.youtube.com/watch?v=83D9L7U5aGo&feature=youtu.be

[2] https://www.nytimes.com/2020/02/24/us/politics/tom-steyer-james-clyburn-south-carolina.html
[2] https://www.westernjournal.com/2020-democrat-tom-steyer-trump-won-wednesdays-debate/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[1] https://www.waynedupree.com/biden-steyer-black-voters/

Top URLs in Tweet in G10:
[3] https://nbcnews.trib.al/sik9ZV9
[1] https://www.npr.org/2020/02/18/806703427/npr-pbs-newshour-marist-poll-sanders-leads-bloomberg-qualifies-for-debate
[1] https://mobile.reuters.com/article/amp/idUSKBN20J2J9?__twitter_impression=true
[1] https://twitter.com/ppollingnumbers/status/1232406155953086467
[1] https://twitter.com/voxdotcom/status/1230236941184008194
[1] https://twitter.com/ZachMontellaro/status/1232327434646802432
[1] https://www.vox.com/2020/2/7/21128893/democratic-debate-private-prisons-in-california-tom-steyer
[1] https://twitter.com/SteveKornacki/status/1232062653452910594
[1] https://www.politico.com/news/2020/02/23/steyer-debate-stage-south-carolina-116826
[1] https://www.cnn.com/2020/02/22/politics/nevada-caucuses-guide/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[445] washingtonexaminer.com
[352] saraacarter.com
[285] twitter.com
[249] politico.com
[247] nytimes.com
[205] thehill.com
[152] breitbart.com
[149] youtube.com
[99] theguardian.com
[80] trib.al

Top Domains in Tweet in G1:
[131] twitter.com
[55] nytimes.com
[40] politico.com
[37] theguardian.com
[31] breitbart.com
[28] foxnews.com
[25] westernjournal.com
[20] usatoday.com
[18] msn.com
[11] fivethirtyeight.com

Top Domains in Tweet in G2:
[306] washingtonexaminer.com
[72] politico.com
[21] foxnews.com
[18] breitbart.com
[5] westernjournal.com
[4] saraacarter.com
[3] twitter.com
[2] youtube.com
[1] thegatewaypundit.com
[1] nytimes.com

Top Domains in Tweet in G3:
[40] twitter.com
[20] politico.com
[11] cbsnews.com
[7] thehill.com
[6] nytimes.com
[4] google.com
[4] youtube.com
[3] cnn.com
[3] vox.com
[3] nymag.com

Top Domains in Tweet in G4:
[90] washingtonexaminer.com
[14] truepundit.com
[6] foxnews.com
[5] breitbart.com
[4] saraacarter.com
[3] townhall.com
[2] nytimes.com
[1] npr.org
[1] trib.al
[1] politico.com

Top Domains in Tweet in G5:
[4] twitter.com
[1] politico.com
[1] washingtonexaminer.com
[1] washingtonpost.com
[1] theverge.com

Top Domains in Tweet in G6:
[13] fivethirtyeight.com
[11] trib.al
[6] npr.org
[4] twitter.com
[2] nbcnews.com
[2] emersonpolling.com
[2] floridapolitics.com
[2] thehill.com

Top Domains in Tweet in G7:
[26] twitter.com
[7] nytimes.com
[2] fivethirtyeight.com
[1] politico.com
[1] surveyusa.com
[1] vox.com
[1] desmoinesregister.com

Top Domains in Tweet in G8:
[314] saraacarter.com
[109] nytimes.com
[7] breitbart.com
[3] westernjournal.com
[2] billoreilly.com
[2] hermancain.com
[2] matzav.com
[2] youtube.com
[2] washingtonexaminer.com
[1] twitter.com

Top Domains in Tweet in G9:
[19] freebeacon.com
[13] saraacarter.com
[13] twitter.com
[7] patriotify.com
[4] washingtonexaminer.com
[3] breitbart.com
[2] youtube.com
[2] nytimes.com
[2] westernjournal.com
[1] waynedupree.com

Top Domains in Tweet in G10:
[4] twitter.com
[3] trib.al
[1] npr.org
[1] reuters.com
[1] vox.com
[1] politico.com
[1] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[599] demdebate
[385] demdebate2020
[179] democraticdebate
[131] tulsigabbard
[98] warren
[95] national
[94] buttigieg
[50] steyer
[47] debate
[42] 2020election



Top Hashtags in Tweet in G1:
[221] demdebate
[72] demdebate2020
[34] democraticdebate
[29] debate
[26] steyer
[14] demdebates
[11] bloomberg
[11] foxnews
[10] news
[8] democraticdebates

Top Hashtags in Tweet in G2:
[15] fourmoreyears
[2] demdebate
[1] kag
[1] kag2020
[1] trump2020

Top Hashtags in Tweet in G3:
[136] demdebate
[123] tulsigabbard
[15] demdebate2020
[11] tulsimediablackout
[9] racism
[6] racistdnc
[5] debate
[5] warren
[5] buttigieg
[5] steyer

Top Hashtags in Tweet in G4:
[7] aag
[7] aag2020
[3] news
[3] tomsteyer
[2] demdebate
[2] democraticdebate
[1] fourmoreyears
[1] rt

Top Hashtags in Tweet in G5:
[8] demdebate
[3] demdebate2020
[1] tulsigabbard
[1] national
[1] tomsteyer

Top Hashtags in Tweet in G6:
[93] national
[33] florida
[32] demdebate
[5] demdebate2020
[5] poseurpete
[1] tulsigabbard
[1] bernie2020
[1] southcarolina
[1] demdebates
[1] buttigieg

Top Hashtags in Tweet in G7:
[75] warren
[74] buttigieg
[10] debate
[7] politics
[7] feedly
[2] demdebate2020
[2] demdebate
[2] florida
[2] steyer
[2] klobuchar

Top Hashtags in Tweet in G8:
[34] 2020election
[3] demdebate
[1] scprimary
[1] democratdebate
[1] trump
[1] democraticdebate
[1] lasvegas

Top Hashtags in Tweet in G9:
[1] 2020election
[1] walkaway
[1] democraticdebate
[1] fourmoreyears

Top Hashtags in Tweet in G10:
[4] demdebate
[1] national
[1] medicareforall
[1] bernie2020
[1] voteblue

Top Words
Top Words in Tweet in Entire Graph:
[13740] Words in Sentiment List#1: Positive
[8005] Words in Sentiment List#2: Negative
[54] Words in Sentiment List#3: Angry/Violent
[406818] Non-categorized Words
[428564] Total Words
[16875] steyer
[16437] debate
[7389] tom
[4967] biden
[4631] warren

Top Words in Tweet in G1:
[1610] debate
[1598] steyer
[827] tom
[358] bloomberg
[303] stage
[280] biden
[271] south
[271] carolina
[221] #demdebate
[205] warren

Top Words in Tweet in G2:
[2447] steyer
[2277] debate
[1136] billionaire
[1100] well
[1068] tom
[1022] caucus
[1022] dnc
[1016] trump
[942] won
[692] bloomberg

Top Words in Tweet in G3:
[1371] debate
[1252] steyer
[533] tom
[464] stage
[400] bloomberg
[323] nevada
[318] biden
[300] tomsteyer
[268] warren
[248] answers

Top Words in Tweet in G4:
[971] debate
[940] steyer
[838] tom
[795] trump
[790] won
[682] donald
[680] last
[677] night
[472] democrat
[472] candidates

Top Words in Tweet in G5:
[1589] debate
[1549] steyer
[1425] biden
[1409] warren
[1388] last
[1377] buttigieg
[1371] sanders
[1364] 25
[1363] week
[721] south

Top Words in Tweet in G6:
[1004] steyer
[878] biden
[855] sanders
[842] warren
[828] debate
[825] buttigieg
[716] klobuchar
[668] 25
[467] gabbard
[463] south

Top Words in Tweet in G7:
[748] debate
[610] steyer
[322] being
[318] 6th
[286] sc
[269] biden
[263] back
[243] nv
[206] bernie
[205] tom

Top Words in Tweet in G8:
[656] steyer
[615] debate
[555] tom
[376] won
[369] trump
[327] democratic
[319] nevada
[166] south
[166] carolina
[130] last

Top Words in Tweet in G9:
[829] bernie
[828] everyone
[828] attack
[645] bloomberg
[611] debate
[492] steyer
[344] night
[282] hard
[278] time
[277] go

Top Words in Tweet in G10:
[761] steyer
[660] warren
[654] biden
[649] sanders
[643] buttigieg
[640] 15
[546] debate
[433] 19
[392] week
[381] 25

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7214] tom,steyer
[2734] south,carolina
[2444] debate,biden
[2135] trump,won
[2096] week,debate
[2093] last,week
[2042] won,debate
[1923] donald,trump
[1801] debate,stage
[1776] 15,warren

Top Word Pairs in Tweet in G1:
[790] tom,steyer
[269] south,carolina
[228] debate,stage
[103] steyer,qualifies
[98] democratic,debate
[92] steyer,debate
[87] carolina,debate
[86] trump,won
[79] qualifies,south
[55] steyer,trump

Top Word Pairs in Tweet in G2:
[1068] tom,steyer
[625] won,debate
[621] donald,trump
[598] saw,person
[598] person,won
[598] name,donald
[594] billionaire,tom
[550] seriously,viable
[550] viable,candidate
[550] candidate,hack

Top Word Pairs in Tweet in G3:
[507] tom,steyer
[349] debate,stage
[202] south,carolina
[176] nevada,debate
[170] despite,having
[130] steyer,delegate
[129] stage,despite
[129] having,same
[129] same,support
[129] support,nationally

Top Word Pairs in Tweet in G4:
[838] tom,steyer
[759] trump,won
[680] won,debate
[671] donald,trump
[668] debate,last
[668] last,night
[468] steyer,donald
[467] democrat,presidentail
[467] presidentail,candidates
[467] candidates,agree

Top Word Pairs in Tweet in G5:
[1360] last,week
[1360] week,debate
[1360] debate,biden
[721] south,carolina
[684] 14,buttigieg
[684] sanders,25
[682] 15,warren
[681] buttigieg,warren
[680] before,last
[680] biden,29

Top Word Pairs in Tweet in G6:
[462] south,carolina
[433] debate,biden
[417] nevada,debate
[412] klobuchar,gabbard
[347] sanders,25
[347] 15,warren
[338] buttigieg,klobuchar
[320] biden,25
[320] 25,sanders
[320] 25,steyer

Top Word Pairs in Tweet in G7:
[234] being,debate
[203] tom,steyer
[189] debate,stage
[159] steyer,figures
[159] figures,spending
[159] spending,7th
[159] 7th,place
[159] place,finish
[159] finish,iowa
[159] iowa,6th

Top Word Pairs in Tweet in G8:
[555] tom,steyer
[349] trump,won
[326] democratic,debate
[319] steyer,trump
[319] debate,nevada
[316] won,democratic
[166] south,carolina
[109] steyer,stirs
[109] stirs,more
[109] more,debate

Top Word Pairs in Tweet in G9:
[552] everyone,attack
[276] something,tells
[276] tells,tomorrow
[276] tomorrow,debate
[276] debate,going
[276] going,donnybrook
[276] donnybrook,everyone
[276] attack,everyone
[276] everyone,except
[276] except,steyer

Top Word Pairs in Tweet in G10:
[419] 15,warren
[387] week,debate
[370] debate,biden
[368] last,week
[242] bloomberg,19
[233] sanders,31
[233] biden,15
[233] warren,12
[233] 12,klobuchar
[233] klobuchar,buttigieg

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@tomsteyer
@joebiden
@ewarren
@edokeefe
@berniesanders
@andrewyang
@thehill
@jimprofit5
@zachmontellaro

Top Replied-To in G1:

Top Replied-To in G2:
@bosnerdley
@realdonaldtrump

Top Replied-To in G3:
@tomsteyer
@joebiden
@ewarren
@edokeefe
@berniesanders
@jimprofit5
@andrewyang
@zachmontellaro
@cbsnews
@joannmccoy8

Top Replied-To in G4:
@realdonaldtrump
@joeconchatv
@realjameswoods
@ericbolling
@foxnews
@richardafowler
@ingrahamangle
@tuckercarlson
@dcexaminer
@bsull106

Top Replied-To in G5:
@kylekulinski
@ppollingnumbers
@greg06897
@berniewouldawon
@emmavigeland
@dynastyclaire
@specialpuppy1
@captainstack
@rif_fe13
@ericlevitz

Top Replied-To in G6:
@kgopinion
@marieapsophia
@organizingpower
@2020electionpo1
@nancy_k1991
@politics_polls
@fivethirtyeight
@thehill
@evanpoulas
@mariandthebern

Top Replied-To in G7:
@contentedindie
@mattboxer94
@blackwomenviews
@winwithjmc
@reesetheone1
@nickmastro13
@1971genx
@aseitzwald
@luca_vhc
@sam2jav1

Top Replied-To in G8:
@billoreilly
@madsmaru
@saracarterdc
@bretbaier

Top Replied-To in G9:
@realdonaldtrump
@bobdirects
@kashjackson2018
@arifleischer

Top Replied-To in G10:
@stevekornacki
@parkbenchpe0ple
@tomsteyer
@lib_crusher
@cfthepodcast
@randilittle20
@akarl_smith
@petermerlincane
@daaaavveeee
@schelbysweeney

Top Mentioned
Top Mentioned in Entire Graph:
@tomsteyer
@maristpoll
@nbcnews
@berniesanders
@mikebloomberg
@cbsnews
@realdonaldtrump
@ewarren
@fivethirtyeight
@ipsos

Top Mentioned in G1:
@mcn24h_eng

Top Mentioned in G2:
@mailonline
@richardafowler
@cnn
@realdonaldtrump
@tulsigabbard

Top Mentioned in G3:
@tomsteyer
@mikebloomberg
@cbsnews
@ewarren
@berniesanders
@tulsigabbard
@joebiden
@petebuttigieg
@dnc
@amyklobuchar

Top Mentioned in G4:
@realdonaldtrump
@richardafowler
@cnn
@dcexaminer
@tomsteyer
@foxnews
@true_pundit
@townhallcom
@breitbartnews
@govmikehuckabee

Top Mentioned in G5:
@berniesanders
@emersonpolling
@patient0zs
@mikebloomberg
@fivethirtyeight
@zachmontellaro
@greg06897
@berniewouldawon
@tsbigmoney
@tomsteyer

Top Mentioned in G6:
@maristpoll
@nbcnews
@berniesanders
@fivethirtyeight
@ipsos
@stpetepolls
@fla_pol
@emersonpolling
@npr
@pbsnewshour

Top Mentioned in G7:
@jamesoliphant
@tomsteyer
@contentedindie
@stpetepolls
@fla_pol
@bakari_sellers
@joebiden
@symonedsanders
@mystiquesheba
@lacadri34

Top Mentioned in G8:
@saracarterdc
@parisvegas
@lacraimitchell
@realdonaldtrump
@nospinnews

Top Mentioned in G9:
@breitbartnews
@kashjackson2018
@berniesanders
@andersoncooper
@realdonaldtrump
@tomsteyer

Top Mentioned in G10:
@gregjkrieg
@merica
@tomsteyer
@mikebloomberg
@stevekornacki
@emersonpolling
@nbcnews
@maristpoll
@andrewbatesnc
@anniegrayercnn

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@the_news_diva
@rashidaldosari
@filafresh
@robinsnewswire
@tweetsbrasil
@chris_1791
@jim_peoples_
@rk70534
@odio_nao

Top Tweeters in G1:
@the_news_diva
@robinsnewswire
@tweetsbrasil
@enanoo_4g
@jcsura
@davidjones720
@4pawshop
@chrisbrey1
@eavesdropann
@usrealitycheck

Top Tweeters in G2:
@jver1
@babysgramma
@pmgeezer
@fasting39
@lauracgilleslil
@reneecarrollaz
@ambinc1
@guardian_elite
@susaniverach
@miller_gwen

Top Tweeters in G3:
@5fec93919a544d3
@myplace4u
@davealvord164
@1catherinesiena
@wellness4you13
@rolandsmartin
@newsofmideast
@kharyp
@lorisums
@3chicspolitico

Top Tweeters in G4:
@chris_1791
@yojudenz
@debrammason1
@mitchiepoo46
@edwardcalame
@5b20be6386164f8
@hwholcomb
@franceafrik
@lyndag1963
@bfrasier1951

Top Tweeters in G5:
@damonbethea1
@kaijuking23
@jrm2406
@alaskarebel
@dalek_fan
@bernieupstateny
@oteachjohn
@progressivedrey
@katgodspell
@mindfulnesswins

Top Tweeters in G6:
@filafresh
@rk70534
@odio_nao
@rjber15
@talkintou
@_silversmith
@marthalynneowe1
@rentonmagauk
@jetrotter
@lorettabower3

Top Tweeters in G7:
@solutioneer72
@mattmurph24
@kat4obama
@argojournal
@homegypsy
@bellesapepper37
@gus_802
@ungubunugu1274
@liverpotlian
@geoff_deweaver

Top Tweeters in G8:
@souljahsingh
@joefreedomlove
@sharneal
@israelnewslinks
@scribbledpages1
@bearingtruth
@texasfreedom101
@mmarty1230
@laridor1
@24hrtvmazi

Top Tweeters in G9:
@shoutgracegrace
@loyaltotrump
@organic2016
@thornedella
@_yvonneburton
@blanken01
@betseyross
@awhatdafudge
@lalauraru777
@gulfdogs

Top Tweeters in G10:
@onahunttoday
@akuma_river
@sheiladecker19
@linda1746
@shaktilila
@artis_elemental
@maryalicebisho2
@visionaryck
@jckthesword
@godandthebear


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