Herman Cain, Twitter, 4/22/2019 7:36:38 PM, 194559
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Herman Cain_2019-04-22_10-06-43.xlsx
Herman Cain_2019-04-22_10-06-43.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
April 22, 2019
Short Description:
Herman Cain via NodeXL http://bit.ly/2VcVtix
@realdonaldtrump
@sheriffclarke
@ap
@thehermancain
@thedailybeast
@wsj
@washingtonpost
@thehill
@oliviamesser
@ebscbwi

Top hashtags:
#fed
#breaking
#federalreserve
#smartnews
#hermancain
#trump
#maga
#muellerreport

Description:
Description
The graph represents a network of 14,429 Twitter users whose recent tweets contained "Herman Cain", 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 Monday, 22 April 2019 at 18:18 UTC.

The tweets in the network were tweeted over the 9-day, 20-hour, 13-minute period from Friday, 12 April 2019 at 20:53 UTC to Monday, 22 April 2019 at 17:06 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 : 14429
Unique Edges : 16418
Edges With Duplicates : 2121
Total Edges : 18539
Self-Loops : 2763
Reciprocated Vertex Pair Ratio : 0.00272298598658431
Reciprocated Edge Ratio : 0.0054311829381375
Connected Components : 1997
Single-Vertex Connected Components : 1592
Maximum Vertices in a Connected Component : 11498
Maximum Edges in a Connected Component : 15217
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.309776
Graph Density : 7.25232159312898E-05
Modularity : 0.717671
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[141] https://www.thedailybeast.com/herman-cain-accuser-ginger-white-threatens-to-describe-his-parts-before-congress-if-he-doesnt-withdraw?ref=author
[137] https://www.westernjournal.com/hermancain/herman-cain-stands-firm-wont-back-out-of-job-consideration/?utm_source=twitter&utm_medium=thenewvoice&utm_content=2019-04-18
[130] https://twitter.com/realDonaldTrump/status/1120360773807693826
[108] https://www.thegatewaypundit.com/2019/04/443608/
[104] https://hillreporter.com/herman-cain-accuser-willing-to-id-certain-parts-of-his-body-in-senate-testimony-31887
[78] https://thehill.com/policy/finance/439384-cain-says-he-wants-to-be-nominated-to-fed
[69] https://www.wsj.com/articles/herman-cain-says-he-wont-withdraw-from-consideration-for-fed-board-11555529563
[65] https://www.washingtonpost.com/news/business/wp/2019/04/22/herman-cain-withdraws-from-consideration-for-the-federal-reserve/
[59] https://www.thedailybeast.com/herman-cain-accuser-ginger-white-threatens-to-describe-his-parts-before-congress-if-he-doesnt-withdraw
[50] https://www.nbcnews.com/politics/congress/herman-cain-appears-lack-support-senate-confirmation-fed-seat-n993666

Top URLs in Tweet in G1:
[11] https://twitter.com/realDonaldTrump/status/1120360773807693826
[6] https://twitter.com/i/web/status/1120360773807693826
[6] https://www.theroot.com/the-alleged-mistress-of-pizza-godfather-herman-cain-is-1834170644
[5] https://www.theguardian.com/world/2011/nov/01/herman-cain-settlement-sexual-harassment
[5] https://news.law/herman-cain-god-will-tell-us-when-to-quit-fossil-fuels/
[4] https://twitter.com/i/events/1120366160904515584
[4] https://www.motherjones.com/politics/2019/04/herman-cain-background-check-trump-federal-reserve/
[3] https://www.westernjournal.com/hermancain/herman-cain-stands-firm-wont-back-out-of-job-consideration/?utm_source=twitter&utm_medium=thenewvoice&utm_content=2019-04-18
[3] https://www.washingtonpost.com/business/economy/herman-cain-withdraws-bid-to-join-fed-after-republicans-sink-trumps-pick/2019/04/22/b755a770-5d33-11e9-842d-7d3ed7eb3957_story.html?tid=ss_tw&utm_term=.8df5517757af
[3] https://www.washingtonpost.com/news/business/wp/2019/04/22/herman-cain-withdraws-from-consideration-for-the-federal-reserve/

Top URLs in Tweet in G2:
[4] https://www.thegatewaypundit.com/2019/04/443608/
[3] https://www.cnbc.com/2019/04/11/nancy-pelosi-slams-trumps-fed-picks-herman-cain-and-stephen-moore.html
[1] https://www.westernjournal.com/hermancain/herman-cain-stands-firm-wont-back-out-of-job-consideration/?utm_source=twitter&utm_medium=thenewvoice&utm_content=2019-04-18
[1] https://www.teaparty.org/4th-republican-rino-says-will-not-support-american-success-story-herman-cain-federal-reserve-board-356329/
[1] https://www.blabber.buzz/conservative-news/551398-herman-cain-accuser-threatens-to-testify-against-him-unless-he-withdraws-nomination-special?utm_source=c-alrt&utm_medium=c-alrt-email&utm_term=c-alrt-Comcast
[1] https://www.foxbusiness.com/politics/herman-cain-rips-fed-critics-looking-to-spoil-his-central-bank-chances
[1] https://en.m.wikipedia.org/wiki/Herman_Cain
[1] https://twitter.com/SheriffClarke/status/1117150361305800704

Top URLs in Tweet in G3:
[49] https://twitter.com/realDonaldTrump/status/1120360773807693826
[43] https://www.thedailybeast.com/herman-cain-accuser-ginger-white-threatens-to-describe-his-parts-before-congress-if-he-doesnt-withdraw
[28] https://www.axios.com/herman-cain-fed-board-withdrawal-e495088f-db7b-4eb0-a7bd-3a67a271c09e.html
[27] https://www.cnbc.com/2019/04/18/herman-cain-to-wall-street-journal-my-voice-is-needed-at-the-fed.html
[27] https://twitter.com/i/events/1120366160904515584
[25] https://www.nbcnews.com/politics/donald-trump/trump-says-he-won-t-nominate-herman-cain-federal-reserve-n997136
[24] https://www.newsweek.com/herman-cain-federal-reserve-fossil-fuels-god-koch-brothers-trump-nomination-1393455
[19] https://www.usatoday.com/story/money/2019/04/14/herman-cain-stephen-moore-fed-picks-trump-raising-uproar/3447761002/
[19] https://www.washingtonpost.com/news/business/wp/2019/04/22/herman-cain-withdraws-from-consideration-for-the-federal-reserve/
[17] https://www.thegatewaypundit.com/2019/04/443608/

Top URLs in Tweet in G4:
[122] https://www.thedailybeast.com/herman-cain-accuser-ginger-white-threatens-to-describe-his-parts-before-congress-if-he-doesnt-withdraw?ref=author
[35] https://www.wsj.com/articles/herman-cain-says-he-wont-withdraw-from-consideration-for-fed-board-11555529563
[27] https://www.washingtonpost.com/news/business/wp/2019/04/22/herman-cain-withdraws-from-consideration-for-the-federal-reserve/
[11] https://twitter.com/realDonaldTrump/status/1120360773807693826
[9] https://www.wsj.com/articles/herman-cain-says-he-wont-withdraw-from-consideration-for-fed-board-11555529563?shareToken=st65a8245e38b64d56b194149f040f3662
[8] https://trib.al/D6sPCK7
[8] https://www.bloomberg.com/news/articles/2019-04-16/white-house-talking-to-candidates-to-replace-cain-moore-for-fed
[6] https://www.cnbc.com/2019/04/22/herman-cain-withdraws-from-consideration-for-fed-board-trump-says.html?__source=iosappshare%7Ccom.apple.UIKit.activity.PostToTwitter
[6] https://thehill.com/policy/finance/439384-cain-says-he-wants-to-be-nominated-to-fed
[5] https://twitter.com/tarapalmeri/status/1116501321983700992

Top URLs in Tweet in G5:
[128] https://www.westernjournal.com/hermancain/herman-cain-stands-firm-wont-back-out-of-job-consideration/?utm_source=twitter&utm_medium=thenewvoice&utm_content=2019-04-18
[9] https://spectator.org/stephen-moore-and-herman-cain-are-just-what-the-fed-needs/
[7] https://www.theepochtimes.com/trump-is-right-to-question-fed-policies-and-stephen-moore-and-herman-cain-are-the-right-people-to-fill-fed-board-vacancies_2879267.html
[6] https://www.aier.org/article/sound-money-project/stephen-moore-herman-cain-and-myth-independence
[6] https://www.wsj.com/articles/herman-cain-says-he-wont-withdraw-from-consideration-for-fed-board-11555529563?mod=searchresults&page=1&pos=1
[6] https://committeetounleashprosperity.com/herman-cain-and-stephen-moore-understand-that-currency-devaluation-is-no-path-to-prosperity/
[4] https://www.cnbc.com/2019/04/11/nancy-pelosi-slams-trumps-fed-picks-herman-cain-and-stephen-moore.html
[4] https://twitter.com/realDonaldTrump/status/1120360773807693826
[4] https://www.axios.com/trump-wants-herman-cain-federal-reserve-4b497361-d12a-4c5a-a2db-28ffe1d36b58.html
[4] https://finance.townhall.com/columnists/nathanlewis/

Top URLs in Tweet in G6:
[69] https://www.thegatewaypundit.com/2019/04/443608/
[14] https://www.cnbc.com/2019/04/11/fourth-gop-senator-opposes-herman-cain-for-fed-board.html
[8] https://hotair.com/archives/2019/04/18/herman-cain-senate-gop-no-wont-withdraw-consideration-fed-seat/
[7] https://spectator.org/stephen-moore-and-herman-cain-are-just-what-the-fed-needs/
[7] https://www.breitbart.com/news/mcconnell-wont-say-if-senate-would-back-herman-cain-for-fed/
[6] https://www.thegatewaypundit.com/2019/04/disgraceful-three-republican-senators-to-vote-against-herman-cain-for-fed-including-mitt-romney-video/
[5] https://twitter.com/realDonaldTrump/status/1120360773807693826
[4] https://www.usatoday.com/story/news/politics/2019/04/17/herman-cain-ex-presidential-candidate-wont-withdraw-fed-nomination/3446411002/?utm_source=dlvr.it&utm_medium=twitter
[3] https://hotair.com/archives/2019/04/18/herman-cain-senate-gop-no-wont-withdraw-consideration-fed-seat/?utm_source=Twitter&utm_medium=social&utm_term=herman-cain-senate-gop-no-wont-withdraw-consideration-fed-seat&utm_content=0&utm_campaign=PostPromoterPro
[3] https://www.washingtontimes.com/news/2019/apr/22/herman-cain-tells-donald-trump-to-remove-him-from-/

Top URLs in Tweet in G7:
[18] https://twitter.com/realDonaldTrump/status/1120360773807693826
[10] https://twitter.com/JenniferJJacobs/status/1118599759734943746
[10] https://www.washingtonpost.com/news/business/wp/2019/04/22/herman-cain-withdraws-from-consideration-for-the-federal-reserve/?tid=ss_tw&utm_term=.74c0c904a0c6
[10] https://www.rawstory.com/2019/04/fox-news-host-corners-fed-nom-stephen-moore-herman-cain-cant-think-single-person-qualified/
[6] https://mm4a.org/4ak
[5] https://www.dailykos.com/stories/2019/4/17/1851079/-Herman-Cain-says-he-won-t-be-withdrawing-his-nomination-to-the-Federal-Reserve
[4] https://thegrio.com/2019/04/19/hermain-cains-alleged-mistress-says-shell-describe-his-private-parts-if-hes-trumps-nominee-for-fed/
[3] https://www.rawstory.com/2019/04/herman-cain-withdraw-nomination-gop-senators-turn-backs-report/
[3] https://www.rawstory.com/2019/04/fox-news-host-corners-fed-nom-stephen-moore-herman-cain-cant-think-single-person-qualified/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.huffpost.com/entry/herman-cain-withdraws-fed-reserve-board_n_5cafeec0e4b0ffefe3ae06da?ncid=engmodushpmg00000004

Top URLs in Tweet in G8:
[25] https://www.thedailybeast.com/herman-cain-accuser-ginger-white-threatens-to-describe-his-parts-before-congress-if-he-doesnt-withdraw?source=twitter&via=desktop
[17] https://www.thedailybeast.com/hermain-cain-withdraws-from-consideration-for-federal-reserve-board?via=twitter_page
[13] https://trib.al/CPcMMzK
[11] https://www.usatoday.com/story/money/2019/04/14/herman-cain-stephen-moore-fed-picks-trump-raising-uproar/3447761002/
[11] http://edition.cnn.com/2019/04/14/politics/trump-federal-reserve-attacks-herman-cain-stephen-moore/index.html
[9] https://www.thedailybeast.com/herman-cain-says-he-wont-withdraw-from-consideration-for-federal-reserve-board-spot
[9] https://www.vanityfair.com/news/2019/04/herman-cains-federal-reserve-dream-is-officially-doa
[8] https://www.usatoday.com/story/news/politics/2019/04/17/herman-cain-ex-presidential-candidate-wont-withdraw-fed-nomination/3446411002/
[5] https://www.cnn.com/2019/04/17/politics/herman-cain-federal-reserve/index.html
[4] https://trib.al/VMIiBVf

Top URLs in Tweet in G9:
[43] https://www.nbcnews.com/politics/congress/herman-cain-appears-lack-support-senate-confirmation-fed-seat-n993666
[12] https://twitter.com/realdonaldtrump/status/1120360773807693826
[7] https://shareblue.com/trump-pulls-nomination-herman-cain-federal-reserve/
[7] https://www.nbcnews.com/politics/donald-trump/trump-says-he-won-t-nominate-herman-cain-federal-reserve-n997136
[4] https://www.thedailybeast.com/herman-cain-accuser-ginger-white-threatens-to-describe-his-parts-before-congress-if-he-doesnt-withdraw?ref=author
[4] https://abcnews.go.com/Politics/herman-cain-expected-withdraw-fed-reserve-board-governors/story?id=62346264
[4] https://www.washingtonpost.com/news/business/wp/2019/04/22/herman-cain-withdraws-from-consideration-for-the-federal-reserve/
[2] https://twitter.com/realDonaldTrump/status/1120360773807693826
[2] https://www.cnbc.com/2019/04/22/herman-cain-withdraws-from-consideration-for-fed-board-trump-says.html?__source=iosappshare%7Ccom.apple.UIKit.activity.PostToTwitter
[2] http://www.washingtonpost.com/business/economy/herman-cain-withdraws-bid-to-join-fed-after-republicans-sink-trumps-pick/2019/04/22/b755a770-5d33-11e9-842d-7d3ed7eb3957_story.html

Top URLs in Tweet in G10:
[4] https://www.theroot.com/the-alleged-mistress-of-pizza-godfather-herman-cain-is-1834170644
[2] https://www.foxnews.com/politics/herman-cain-withdraws-from-consideration-for-federal-reserve
[2] https://thefederalist.com/2019/04/12/nominated-federal-reserve-herman-cain-deserves-fair-hearing/#.XLVAq4oQG3g.twitter
[1] https://apnews.com/6123024d123e4eda8c23fef543414e7b?utm_medium=AP&utm_campaign=SocialFlow&utm_source=Twitter
[1] https://video.foxnews.com/v/6027745314001/
[1] https://www.westernjournal.com/hermancain/herman-cain-stands-firm-wont-back-out-of-job-consideration/?utm_source=twitter&utm_medium=thenewvoice&utm_content=2019-04-18
[1] https://www.wsj.com/articles/transcript-wsj-interview-with-fed-candidate-herman-cain-11555605034
[1] https://www.thegatewaypundit.com/2019/04/443608/
[1] https://www.washingtonpost.com/news/business/wp/2019/04/22/herman-cain-withdraws-from-consideration-for-the-federal-reserve/
[1] https://myfox28columbus.com/news/nation-world/trump-says-cain-withdraws-from-consideration-for-fed-seat

Top Domains
Top Domains in Tweet in Entire Graph:
[415] twitter.com
[300] thedailybeast.com
[203] trib.al
[196] washingtonpost.com
[191] wsj.com
[184] cnbc.com
[148] westernjournal.com
[133] thegatewaypundit.com
[129] thehill.com
[127] cnn.com

Top Domains in Tweet in G1:
[25] twitter.com
[12] washingtonpost.com
[7] theguardian.com
[6] theroot.com
[5] news.law
[4] motherjones.com
[3] westernjournal.com
[3] usatoday.com
[3] nytimes.com
[2] wsj.com

Top Domains in Tweet in G2:
[4] thegatewaypundit.com
[3] cnbc.com
[1] westernjournal.com
[1] teaparty.org
[1] blabber.buzz
[1] foxbusiness.com
[1] wikipedia.org
[1] twitter.com

Top Domains in Tweet in G3:
[199] twitter.com
[70] cnbc.com
[68] washingtonpost.com
[60] cnn.com
[54] thedailybeast.com
[53] axios.com
[42] wsj.com
[40] newsweek.com
[36] usatoday.com
[33] nytimes.com

Top Domains in Tweet in G4:
[129] thedailybeast.com
[89] wsj.com
[63] trib.al
[37] washingtonpost.com
[32] twitter.com
[18] bloomberg.com
[9] cnbc.com
[6] thehill.com
[5] politico.com
[5] npr.org

Top Domains in Tweet in G5:
[129] westernjournal.com
[15] twitter.com
[14] wsj.com
[10] spectator.org
[7] aier.org
[7] theepochtimes.com
[7] newsmax.com
[6] forbes.com
[6] committeetounleashprosperity.com
[5] cnbc.com

Top Domains in Tweet in G6:
[77] thegatewaypundit.com
[15] cnbc.com
[12] hotair.com
[10] twitter.com
[10] breitbart.com
[8] spectator.org
[5] washingtontimes.com
[5] usatoday.com
[4] westernjournal.com
[3] foxnews.com

Top Domains in Tweet in G7:
[31] twitter.com
[16] rawstory.com
[14] washingtonpost.com
[10] huffpost.com
[9] mediamatters.org
[8] dailykos.com
[6] axios.com
[6] wsj.com
[6] mm4a.org
[5] joemygod.com

Top Domains in Tweet in G8:
[61] thedailybeast.com
[27] cnn.com
[23] usatoday.com
[22] trib.al
[9] vanityfair.com
[7] theroot.com
[7] co.uk
[2] twitter.com
[2] nbcnews.com
[2] newsweek.com

Top Domains in Tweet in G9:
[53] nbcnews.com
[17] twitter.com
[7] shareblue.com
[7] washingtonpost.com
[6] thedailybeast.com
[4] go.com
[4] bloomberg.com
[2] cnbc.com
[2] msnbc.com
[2] trib.al

Top Domains in Tweet in G10:
[4] theroot.com
[3] foxnews.com
[2] thefederalist.com
[1] apnews.com
[1] westernjournal.com
[1] wsj.com
[1] thegatewaypundit.com
[1] washingtonpost.com
[1] myfox28columbus.com
[1] newsmax.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[62] fed
[61] breaking
[57] federalreserve
[56] smartnews
[46] hermancain
[34] trump
[25] maga
[22] muellerreport
[18] fridaythoughts
[17] impeachtrump



Top Hashtags in Tweet in G1:
[6] maga
[4] impeachdonaldtrump
[4] breaking
[4] impeachtrump
[2] hermancain
[2] muellerreport
[2] impeachmenthearingsnow
[2] rt
[2] trump
[2] potus

Top Hashtags in Tweet in G2:
[4] hermancain
[3] federalreserveboard
[2] kevinkramer
[2] mittromney
[2] lisamurkowski
[2] corygardner
[1] foxbusiness

Top Hashtags in Tweet in G3:
[39] smartnews
[19] hermancain
[14] trump
[8] news
[7] money
[7] breakingnews
[6] maga
[6] fed
[6] market
[5] business

Top Hashtags in Tweet in G4:
[5] breaking
[2] gapol
[1] tcot
[1] presidential
[1] uspoli
[1] centralbank
[1] fedspeak
[1] federalreserve
[1] topbuzz
[1] boulosnassar

Top Hashtags in Tweet in G5:
[49] federalreserve
[8] fed
[5] filmmaking
[5] hermancain
[4] trump
[4] documentary
[3] racism
[3] inspiring
[3] movie
[3] gold

Top Hashtags in Tweet in G6:
[7] mustread
[7] feedly
[2] breaking
[2] maga
[2] senate
[1] wwg1wga
[1] nocollusionnoobstruction
[1] walkaway
[1] winning
[1] wakeupamerica

Top Hashtags in Tweet in G7:
[17] fridaythoughts
[10] byefeliciacain
[10] mondaymotivation
[1] breaking
[1] icymi
[1] wednesdaywisdom
[1] socalledpresident
[1] fuckingmoron
[1] msnbc

Top Hashtags in Tweet in G8:
[1] muellerreport
[1] hermancain
[1] smartnews
[1] fed
[1] imhopeople

Top Hashtags in Tweet in G9:
[1] gingerwhite
[1] morehouse

Top Hashtags in Tweet in G10:
[7] new
[6] breaking
[3] aag
[2] trump
[1] stephenmoore
[1] teamdl
[1] crazyinwhitehouse

Top Words
Top Words in Tweet in Entire Graph:
[11870] Words in Sentiment List#1: Positive
[6501] Words in Sentiment List#2: Negative
[161] Words in Sentiment List#3: Angry/Violent
[326834] Non-categorized Words
[345205] Total Words
[14513] cain
[14302] herman
[7883] reserve
[7761] board
[6020] federal

Top Words in Tweet in G1:
[4442] realdonaldtrump
[4399] herman
[4393] cain
[3674] man
[3621] friend
[3546] reserve
[3542] federal
[3519] board
[3516] truly
[3514] nominate

Top Words in Tweet in G2:
[1921] cain
[1920] herman
[1853] reserve
[1849] board
[1773] sheriffclarke
[1739] pelosi
[1734] fed
[1732] suited
[1731] nancy
[1731] ill

Top Words in Tweet in G3:
[1774] herman
[1647] cain
[719] fed
[581] board
[573] reserve
[566] federal
[466] trump
[338] consideration
[324] truly
[284] seat

Top Words in Tweet in G4:
[877] herman
[870] cain
[495] fed
[301] board
[295] trump
[225] moore
[197] stephen
[194] federal
[193] reserve
[189] consideration

Top Words in Tweet in G5:
[480] cain
[384] herman
[248] thehermancain
[217] reserve
[166] federal
[159] ill
[159] suited
[152] bank
[134] fed
[123] board

Top Words in Tweet in G6:
[500] cain
[484] herman
[231] reserve
[223] board
[217] republican
[204] federal
[179] fed
[144] support
[139] rino
[135] american

Top Words in Tweet in G7:
[339] cain
[303] herman
[169] trump
[141] fed
[131] t
[125] board
[111] out
[98] federal
[94] reserve
[76] don

Top Words in Tweet in G8:
[302] herman
[294] cain
[146] thedailybeast
[134] reserve
[133] federal
[127] describe
[123] parts
[104] woman
[101] trump
[92] affair

Top Words in Tweet in G9:
[325] cain
[312] herman
[211] trump
[192] seat
[141] fed
[113] federal
[112] reserve
[111] nominate
[92] board
[91] msnbc

Top Words in Tweet in G10:
[297] herman
[295] cain
[232] seat
[219] fed
[219] trump
[208] ap
[205] past
[204] consideration
[203] withdraws
[201] amid

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13759] herman,cain
[6938] reserve,board
[5946] federal,reserve
[4314] seat,federal
[4113] asked,nominate
[4069] friend,herman
[4036] nominate,seat
[3947] cain,truly
[3943] truly,wonderful
[3941] realdonaldtrump,friend

Top Word Pairs in Tweet in G1:
[4346] herman,cain
[3615] friend,herman
[3599] realdonaldtrump,friend
[3535] federal,reserve
[3501] reserve,board
[3497] cain,truly
[3495] truly,wonderful
[3495] wonderful,man
[3491] seat,federal
[3488] nominate,seat

Top Word Pairs in Tweet in G2:
[1919] herman,cain
[1849] reserve,board
[1731] ill,suited
[1728] nancy,pelosi
[1728] suited,position
[1727] fed,reserve
[1725] pelosi,calls
[1725] calls,herman
[1725] cain,ill
[1725] position,fed

Top Word Pairs in Tweet in G3:
[1555] herman,cain
[549] federal,reserve
[346] reserve,board
[189] fed,board
[178] seat,federal
[164] asked,nominate
[162] cain,truly
[160] friend,herman
[160] truly,wonderful
[158] wonderful,man

Top Word Pairs in Tweet in G4:
[848] herman,cain
[197] stephen,moore
[190] federal,reserve
[153] reserve,board
[147] white,house
[142] fed,board
[125] cain,stephen
[122] know,crazy
[122] crazy,news
[122] news,day

Top Word Pairs in Tweet in G5:
[366] herman,cain
[162] federal,reserve
[159] ill,suited
[105] reserve,board
[102] kansas,city
[101] reserve,bank
[101] bank,kansas
[100] suited,acc
[100] acc,speakerpelosi
[100] speakerpelosi,cain

Top Word Pairs in Tweet in G6:
[475] herman,cain
[209] reserve,board
[199] federal,reserve
[143] cain,federal
[129] 4th,republican
[129] republican,rino
[129] support,american
[129] american,success
[129] success,story
[129] story,herman

Top Word Pairs in Tweet in G7:
[278] herman,cain
[93] federal,reserve
[76] don,t
[68] t,want
[68] want,out
[68] reserve,board
[53] cain,withdraws
[51] fed,board
[40] nominate,herman
[39] president,trump

Top Word Pairs in Tweet in G8:
[291] herman,cain
[133] federal,reserve
[76] consensual,affair
[75] woman,accused
[75] accused,herman
[75] cain,having
[75] having,long
[75] long,term
[75] term,consensual
[75] affair,threatened

Top Word Pairs in Tweet in G9:
[308] herman,cain
[117] fed,seat
[113] trump,herman
[111] federal,reserve
[87] reserve,board
[75] asked,nominate
[75] nominate,seat
[75] seat,federal
[70] cain,asked
[69] breaking,president

Top Word Pairs in Tweet in G10:
[294] herman,cain
[203] cain,withdraws
[203] withdraws,consideration
[201] amid,focus
[201] focus,past
[201] past,misconduct
[200] consideration,fed
[200] fed,seat
[200] seat,amid
[199] misconduct,allegations

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@sheriffclarke
@thehermancain
@senatorromney
@lindasuhler
@thehill
@steph93065
@lisamurkowski
@ap
@msnbc

Top Replied-To in G1:
@realdonaldtrump
@lindasuhler
@steph93065
@therightmelissa
@richlowrie
@jeffreyguterman
@realomarnavarro
@cowboytexas
@flgal2000
@rollcall

Top Replied-To in G2:
@sheriffclarke
@realdonaldtrump
@teapartyorg
@theesilverbug
@endofracism

Top Replied-To in G3:

Top Replied-To in G4:
@business
@washingtonpost
@morningmoneyben
@rebeccaballhaus
@vmsalama
@thedemocrats
@jenniferjjacobs
@dczerviski
@jakesherman
@thehill

Top Replied-To in G5:
@thehermancain
@realdonaldtrump
@cvpayne
@teamcavuto
@sheriffclarke
@parisdennard
@cgasparino
@rortybomb
@varneyco
@radiofreetom

Top Replied-To in G6:
@senatorromney
@realdonaldtrump
@lisamurkowski
@mittromney
@senkevincramer
@sencorygardner
@gop
@gopchairwoman
@chuckwoolery
@senatemajldr

Top Replied-To in G7:
@byrdinator
@dailykos
@costareports
@huffpostpol
@edwardashton30
@realdonaldtrump
@npr
@dylan_forest
@badler
@rawstory

Top Replied-To in G8:
@cnnpolitics
@newsweek
@thedailybeast
@theroot
@usatoday

Top Replied-To in G9:
@msnbc
@nbcpolitics
@keithboykin
@celeste_pewter
@zekejmiller
@talbertswan
@deadlinewh
@gangstagrillzup
@john_busbin
@nbcnews

Top Replied-To in G10:
@ap
@realdonaldtrump
@senatemajldr
@girlsreallyrule
@davidmweissman
@recalredhead
@chrishanrahan
@x22report
@sgtreport
@erictrump

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@sheriffclarke
@thehermancain
@ap
@thedailybeast
@bud_cann
@gatewaypundit
@oliviamesser
@wsj
@lindasuhler

Top Mentioned in G1:
@realdonaldtrump
@lindasuhler
@itsjefftiedrich
@therightmelissa
@jeffreyguterman
@russonpolitics
@tomiahonen
@tigerwoods
@themasters
@sallydeal4

Top Mentioned in G2:
@sheriffclarke
@realdonaldtrump
@teapartyorg
@stella_basham1
@speakerpelosi
@babycatcalla
@lindasuhler
@akemm2annette
@texastweetybird
@ammconservative

Top Mentioned in G3:
@steve66111
@liberalpuppy
@sarah_devorah
@hughsie22
@washnewsline
@vandayyt
@lailaali9_1
@weedhar71005304

Top Mentioned in G4:
@oliviamesser
@wsj
@jenniferjjacobs
@washingtonpost
@business
@crampell
@morningmoneyben
@bpolitics
@pkwsj
@rebeccaballhaus

Top Mentioned in G5:
@thehermancain
@speakerpelosi
@davidwebbshow
@stephenmoore
@steveforbesceo
@realdonaldtrump
@sheriffclarke
@cvpayne
@david
@federalreserve

Top Mentioned in G6:
@gatewaypundit
@chuckwoolery
@mittromney
@realdonaldtrump
@l
@potus
@sheriffclarke
@senatemajldr
@lisamurkowski
@gop

Top Mentioned in G7:
@axios
@byrdinator
@lolgop
@npr
@reuterspolitics
@hotpockets4all
@mmfa
@ehananoki
@rawstory
@thegrio

Top Mentioned in G8:
@thedailybeast
@cnnpolitics
@usatoday
@newsweek
@theroot
@safetypindaily
@mcollinsnews
@business
@msnbc
@donnaborak

Top Mentioned in G9:
@msnbc
@jonlemire
@johnwdean
@nbcpolitics
@aroseblush
@nbcnews
@keithboykin
@owillis
@steventdennis
@stevebenen

Top Mentioned in G10:
@ap
@realdonaldtrump
@foxnews
@oann
@alexsalvinews
@rebeccaballhaus
@bretbaier
@vmsalama
@ninjaeconomics
@stevehiltonx

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@missb62
@_mrdavidjones
@the_news_diva
@rashidaldosari
@robinsnewswire
@alllibertynews
@phildecarolis
@myalliesnews
@loupo85

Top Tweeters in G1:
@sharneal
@willie_c
@raumunz
@wsbtv
@finanzlinkscom
@thedextazlab
@canisgallicus
@red__rover
@rafaelgil251051
@texasdenny

Top Tweeters in G2:
@scrufey21
@ronjellison
@chatbycc
@hopingforachang
@scrufey21me
@amerpride777
@texastweetybird
@rednationrising
@residentoffl
@klaagblondy

Top Tweeters in G3:
@occuworld
@robinsnewswire
@myalliesnews
@medicinehelp
@eaglestarnet
@zyiteblog
@cnbctv18live
@jondknight
@davidjones720
@rocketnews1

Top Tweeters in G4:
@rashidaldosari
@lt38
@joleonbusby
@mattmurph24
@argojournal
@horsecrazybean
@tradnews_
@manchuriandevil
@kenkircher1
@tottenbill

Top Tweeters in G5:
@jjauthor
@docwashburn
@jstines3
@blisstabitha
@mjgranger1
@drofdem
@lyn1350
@leahr77
@laridor1
@usacsmret

Top Tweeters in G6:
@commonpatriot
@israelnewslinks
@rodeodance
@petefrt
@ophidianpilot
@mariandclough
@bamaperry
@lrihendry
@pkfanderson
@hrkbenowen

Top Tweeters in G7:
@_mrdavidjones
@crewislife
@independent
@gottalaff
@mharvey816
@phillip92321
@rachel_mcrea
@huffpost
@eddarrell
@jentromans

Top Tweeters in G8:
@the_news_diva
@foggybottomgal
@pas5974
@yayayarndiva
@gstuedler
@bmangh
@syr829
@vi44
@safetypindaily
@sherryflrealtor

Top Tweeters in G9:
@enigmanetxx
@solutioneer72
@ohiomail
@itswanda
@kerirn
@w55unicorn
@sapphixy
@mdjacksondallas
@frances_coppola
@ninatypewriter

Top Tweeters in G10:
@vlanghiari34
@foxnews
@fox10phoenix
@calvinswine905
@begiiigiles
@denverchannel
@hellahandbasket
@dianehauschildt
@ap
@trusselise


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