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Wilbur Ross_2018-10-10_13-16-30.xlsx
Wilbur Ross_2018-10-10_13-16-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 10, 2018
Short Description:
Wilbur Ross via NodeXL http://bit.ly/2Oh00xM
@joycewhitevance
@secretaryross
@demwrite
@slak909
@vicbergeriv
@gregolear
@realdonaldtrump
@joshgerstein
@jscveritas
@mafgeek

Top hashtags:
#manufacturingday
#demforce
#scotus
#china
#usmca
#us
#news
#realitycheck

Description:
Description
The graph represents a network of 5,096 Twitter users whose tweets in the requested range contained "Wilbur Ross", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 10 October 2018 at 20:17 UTC.

The requested start date was Tuesday, 09 October 2018 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 6-day, 23-hour, 34-minute period from Tuesday, 02 October 2018 at 00:25 UTC to Tuesday, 09 October 2018 at 00:00 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 : 5096
Unique Edges : 5603
Edges With Duplicates : 363
Total Edges : 5966
Number of Edge Types : 3
Mentions : 5260
Replies to : 234
Tweet : 472
Self-Loops : 472
Reciprocated Vertex Pair Ratio : 0.00242627846211273
Reciprocated Edge Ratio : 0.0048408117668963
Connected Components : 441
Single-Vertex Connected Components : 253
Maximum Vertices in a Connected Component : 4075
Maximum Edges in a Connected Component : 4880
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.57898
Graph Density : 0.000206862393179511
Modularity : 0.822233
NodeXL Version : 1.0.1.404

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[103] https://www.democracynow.org/2018/10/4/headlines/doj_tries_to_shield_wilbur_ross_from_deposition_in_census_lawsuit
[98] http://nymag.com/daily/intelligencer/2018/08/report-wilbur-ross-may-have-grifted-usd120-million.html
[73] https://www.foxbusiness.com/politics/wilbur-ross-new-nafta-deal-a-win-for-us-dairy
[55] https://twitter.com/nytimes/status/1047226055168331777
[49] https://www.politico.com/blogs/under-the-radar/2018/10/05/scotus-punts-wilbur-ross-deposition-fight-875935
[28] https://www.axios.com/trump-administration-block-wilbur-ross-deposition-22f099c9-3c47-442b-9f3f-7afe3bf4fc87.html
[28] https://www.cnbc.com/2018/10/04/wilbur-ross-leveling-the-playing-field-for-american-workers.html
[26] https://www.forbes.com/sites/danalexander/2018/08/06/new-details-about-wilbur-rosss-businesses-point-to-pattern-of-grifting/
[19] http://nymag.com/daily/intelligencer/2018/10/brett-kavanaugh-supreme-court-first-vote-2020-census-trump-wilbur-ross.html
[19] https://talkingpointsmemo.com/weekly-primers/primer-wilbur-ross-and-a-top-doj-official-may-have-to-be-deposed

Top URLs in Tweet in G1:
[1] https://www.politico.com/story/2018/10/07/kavanaugh-supreme-court-first-case-880193
[1] https://twitter.com/hansilowang/status/1041831241430061056
[1] https://www.youtube.com/watch?v=0Mpdg8Esu_0&feature=youtu.be

[1] https://www.forbes.com/sites/danalexander/2018/08/06/new-details-about-wilbur-rosss-businesses-point-to-pattern-of-grifting/
[1] https://twitter.com/ThomasS4217/status/1049104968240779264
[1] https://thehill.com/regulation/court-battles/410142-ruth-bader-ginsburg-denies-doj-request-to-block-ross-deposition-in

Top URLs in Tweet in G2:
[3] http://ThinkProgress.org
[1] https://www.politico.com/story/2018/10/07/kavanaugh-supreme-court-first-case-880193
[1] https://twitter.com/rogueepastaff/status/1042537980253151232
[1] https://apple.news/AcgQNhsTfSiy00fug8mig6A

Top URLs in Tweet in G3:
[5] http://www.youtube.com/watch?feature=player_embedded&v=48QY77dRVsY
[5] http://theconservativetreehouse.com/2018/10/01/secretary-wilbur-ross-discusses-end-of-nafta-beginning-of-usmca/
[3] https://www.cnbc.com/2018/10/04/wilbur-ross-leveling-the-playing-field-for-american-workers.html
[3] https://theconservativetreehouse.com/2018/10/01/secretary-wilbur-ross-discusses-end-of-nafta-beginning-of-usmca/
[2] https://www.foxbusiness.com/politics/wilbur-ross-new-nafta-deal-a-win-for-us-dairy
[2] https://www.marketwatch.com/story/wilbur-ross-says-steel-aluminum-tariffs-to-stay-in-place-2018-10-01
[1] https://theconservativetreehouse.com/2018/10/05/peter-navarro-economic-security-is-national-security-china-challenges-and-u-s-workforce-initiatives/
[1] https://bit.ly/2y8ih5r
[1] https://www.commerce.gov/news/secretary-speeches/2018/10/remarks-secretary-wilbur-l-ross-us-census-national-partnership-press
[1] https://bit.ly/2NZ9uNW

Top URLs in Tweet in G4:
[23] https://www.cnbc.com/2018/10/04/wilbur-ross-leveling-the-playing-field-for-american-workers.html
[10] http://nymag.com/daily/intelligencer/2018/10/brett-kavanaugh-supreme-court-first-vote-2020-census-trump-wilbur-ross.html
[9] https://www.politico.com/blogs/under-the-radar/2018/10/05/scotus-punts-wilbur-ross-deposition-fight-875935
[7] http://www.socaltelevision.com
[6] https://www.foxbusiness.com/politics/wilbur-ross-new-nafta-deal-a-win-for-us-dairy
[5] https://www.cnbc.com/2018/10/06/us-commerces-ross-eyes-anti-china-poison-pill-for-new-trade-deals.html
[5] https://www.politico.com/story/2018/10/07/kavanaugh-supreme-court-first-case-880193
[4] http://mexicoxport.com/cafe-de-oaxaca-con-presencia-internacional/
[3] http://www.negociosmagazine.com/wilbur-ross-ve-aumentos-salariales-para-los-trabajadores-del-acero/
[3] https://www.cnbc.com/2018/10/06/us-commerces-ross-eyes-anti-china-poison-pill-for-new-trade-deals.html?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[2] https://twitter.com/treasonstickers/status/1049084995397197824

Top URLs in Tweet in G7:
[2] http://hill.cm/9EyOeXZ
[1] https://www.politico.com/blogs/under-the-radar/2018/10/05/scotus-punts-wilbur-ross-deposition-fight-875935

Top URLs in Tweet in G8:
[1] https://www.motherjones.com/politics/2018/09/new-documents-undercut-commerce-secretarys-claims-about-origins-of-census-citizenship-question/

Top URLs in Tweet in G9:
[2] https://twitter.com/nytimes/status/1047226055168331777
[1] https://www.dailykos.com/story/2017/3/23/1646387/-Paul-Manafort-used-Wilbur-Ross-Bank-of-Cyprus-to-handle-all-his-illicit-Russian-funding-needs
[1] https://threadreaderapp.com/thread/1001858737718611973.html
[1] https://twitter.com/ninaandtito/status/1004000563208622080
[1] https://twitter.com/stefsstuff/status/1049070920365690880
[1] https://mobile.twitter.com/thehill/status/998298868570841089
[1] https://www.nytimes.com/2017/11/05/world/wilbur-ross-russia.html
[1] https://amp.theguardian.com/news/2017/nov/05/paradise-papers-leak-reveals-secrets-of-world-elites-hidden-wealth?CMP=share_btn_tw&__twitter_impression=true
[1] https://threadreaderapp.com/thread/1026910631054729221.html

Top URLs in Tweet in G10:
[97] http://nymag.com/daily/intelligencer/2018/08/report-wilbur-ross-may-have-grifted-usd120-million.html
[1] https://www.democracynow.org/2018/10/4/headlines/doj_tries_to_shield_wilbur_ross_from_deposition_in_census_lawsuit
[1] https://twitter.com/mikegrunwald/status/1049048960525111296

Top Domains
Top Domains in Tweet in Entire Graph:
[132] nymag.com
[129] twitter.com
[106] democracynow.org
[77] foxbusiness.com
[57] politico.com
[50] cnbc.com
[36] thehill.com
[33] forbes.com
[29] newsmax.com
[28] axios.com

Top Domains in Tweet in G1:
[2] twitter.com
[1] politico.com
[1] youtube.com
[1] forbes.com
[1] thehill.com

Top Domains in Tweet in G2:
[3] thinkprogress.org
[1] politico.com
[1] twitter.com
[1] apple.news

Top Domains in Tweet in G3:
[9] theconservativetreehouse.com
[5] youtube.com
[4] cnbc.com
[2] bit.ly
[2] foxbusiness.com
[2] marketwatch.com
[1] commerce.gov
[1] latimes.com

Top Domains in Tweet in G4:
[37] twitter.com
[37] cnbc.com
[14] politico.com
[14] nymag.com
[10] reuters.com
[7] thehill.com
[7] 581347702.xyz
[7] socaltelevision.com
[6] foxbusiness.com
[6] newsmax.com

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[2] hill.cm
[1] politico.com

Top Domains in Tweet in G8:
[1] motherjones.com

Top Domains in Tweet in G9:
[5] twitter.com
[2] threadreaderapp.com
[1] dailykos.com
[1] nytimes.com
[1] theguardian.com

Top Domains in Tweet in G10:
[97] nymag.com
[1] democracynow.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[357] manufacturingday
[69] demforce
[55] scotus
[14] china
[11] usmca
[11] us
[10] news
[10] realitycheck
[8] 2020census
[8] economy



Top Hashtags in Tweet in G1:
[3] rossiscorrupt
[1] resign
[1] wilburross
[1] cyprusbank
[1] trumprussia
[1] rothschild
[1] esandsvotingmachines
[1] putin
[1] russia
[1] alfabank

Top Hashtags in Tweet in G2:
[1] justthree
[1] theyalllie

Top Hashtags in Tweet in G3:
[353] manufacturingday
[8] mfgday2018
[2] censusbusinesscoalition
[2] fasteners
[2] fastenernews
[2] tariffs
[2] manufacturing
[1] 2020census
[1] census
[1] fakepresident

Top Hashtags in Tweet in G4:
[8] news
[7] economy
[3] 2020census
[2] foxbusiness
[2] gonadec
[2] wilburross
[2] scotus
[2] uzbekistan
[2] canada
[2] notoriusrbg

Top Hashtags in Tweet in G8:
[3] breaking
[1] 2020census

Top Hashtags in Tweet in G9:
[2] paradisepapers

Top Words
Top Words in Tweet in Entire Graph:
[2090] Words in Sentiment List#1: Positive
[1234] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[109243] Non-categorized Words
[112567] Total Words
[3139] s
[2766] ross
[2634] wilbur
[1780] deposition
[1612] during

Top Words in Tweet in G1:
[2466] s
[1246] joycewhitevance
[1237] deposition
[1236] ag
[1235] ny
[1232] during
[1232] kavanaugh
[1232] 1st
[1232] week
[1232] bench

Top Words in Tweet in G2:
[469] wilbur
[469] ross
[464] executive
[462] demwrite
[462] deposed
[460] scotus
[460] admin
[459] block
[458] kavanaugh's
[458] first

Top Words in Tweet in G3:
[365] secretaryross
[362] manufacturing
[361] growing
[356] new
[353] manufacturingday
[352] americans
[352] around
[352] country
[352] celebrate
[352] revival

Top Words in Tweet in G4:
[291] ross
[263] wilbur
[136] s
[109] commerce
[108] secretary
[105] u
[67] china
[66] trump
[53] trade
[41] new

Top Words in Tweet in G5:
[412] picks
[412] nose
[412] booger
[209] wilbur
[209] ross
[208] during
[207] vicbergeriv
[206] meeting
[206] gets
[206] stuck

Top Words in Tweet in G6:
[155] wilbur
[155] ross
[150] bank
[149] commerce
[148] 5
[148] secretary
[148] literally
[148] owner
[148] cypriot
[148] specializes

Top Words in Tweet in G7:
[115] ross
[107] deposition
[103] trump
[101] order
[101] ginsburg
[97] new
[97] scotus
[97] punts
[97] fight
[97] now

Top Words in Tweet in G8:
[119] wilbur
[119] ross
[102] bettemidler
[99] remember
[99] accused
[99] swindling
[99] business
[99] associates
[99] out
[99] 120million

Top Words in Tweet in G9:
[84] ross
[81] wilbur
[56] kelly2277
[39] bank
[37] hill
[35] ninaandtito
[34] w
[34] deutsche
[31] ericgarland
[29] s

Top Words in Tweet in G10:
[99] story
[97] kylegriffin1
[97] dude
[97] commerce
[97] secretary
[97] stole
[97] 120
[97] million
[97] even
[97] 1

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2546] wilbur,ross
[1388] kavanaugh,s
[1358] ny,ag
[1355] s,1st
[1354] during,kavanaugh
[1354] 1st,week
[1354] week,bench
[1354] bench,govt
[1354] govt,s
[1354] s,effort

Top Word Pairs in Tweet in G1:
[1235] ny,ag
[1232] during,kavanaugh
[1232] kavanaugh,s
[1232] s,1st
[1232] 1st,week
[1232] week,bench
[1232] bench,govt
[1232] govt,s
[1232] s,effort
[1232] effort,prevent

Top Word Pairs in Tweet in G2:
[469] wilbur,ross
[458] kavanaugh's,first
[458] first,scotus
[458] scotus,decision
[458] decision,executive
[458] executive,power
[458] power,admin
[458] admin,seeks
[458] seeks,block
[458] block,wilbur

Top Word Pairs in Tweet in G3:
[353] secretaryross,new
[352] new,manufacturingday
[352] manufacturingday,americans
[352] americans,around
[352] around,country
[352] country,celebrate
[352] celebrate,growing
[352] growing,manufacturing
[352] manufacturing,revival
[20] wilbur,ross

Top Word Pairs in Tweet in G4:
[256] wilbur,ross
[105] u,s
[90] commerce,secretary
[82] secretary,wilbur
[49] s,commerce
[33] american,workers
[32] playing,field
[32] field,american
[31] leveling,playing
[29] ross,leveling

Top Word Pairs in Tweet in G5:
[412] picks,nose
[208] wilbur,ross
[206] vicbergeriv,wilbur
[206] ross,picks
[206] nose,during
[206] during,meeting
[206] meeting,gets
[206] gets,booger
[206] booger,stuck
[206] stuck,under

Top Word Pairs in Tweet in G6:
[155] wilbur,ross
[148] 5,wilbur
[148] ross,secretary
[148] secretary,commerce
[148] commerce,literally
[148] literally,owner
[148] owner,cypriot
[148] cypriot,bank
[148] bank,specializes
[148] specializes,money

Top Word Pairs in Tweet in G7:
[97] new,scotus
[97] scotus,punts
[97] punts,ross
[97] ross,deposition
[97] deposition,fight
[97] fight,now
[97] now,order
[97] order,ginsburg
[97] ginsburg,seems
[97] seems,narrow

Top Word Pairs in Tweet in G8:
[118] wilbur,ross
[99] remember,wilbur
[99] ross,accused
[99] accused,swindling
[99] swindling,business
[99] business,associates
[99] associates,out
[99] out,120million
[99] 120million,betsy
[99] betsy,devos'

Top Word Pairs in Tweet in G9:
[81] wilbur,ross
[33] deutsche,bank
[19] buh,lou
[19] lou,taaallking
[19] taaallking,hill
[19] hill,lets
[19] lets,people
[19] people,registered
[19] registered,unregistered
[19] unregistered,foreign

Top Word Pairs in Tweet in G10:
[97] kylegriffin1,dude
[97] dude,commerce
[97] commerce,secretary
[97] secretary,stole
[97] stole,120
[97] 120,million
[97] million,even
[97] even,1
[97] 1,day
[97] day,story

Top Replied-To
Top Replied-To in Entire Graph:
@treasonstickers
@thehill
@joycewhitevance
@whitehouse
@sethabramson
@mark_t_lassiter
@realdonaldtrump
@mollyjongfast
@reuters
@millions4claire

Top Replied-To in G1:
@joycewhitevance

Top Replied-To in G2:
@demwrite

Top Replied-To in G3:
@whitehouse
@seanhannity
@secretaryross

Top Replied-To in G5:
@vicbergeriv

Top Replied-To in G7:
@thehill
@peterjukes
@jacka43541850

Top Replied-To in G8:
@rcmhere
@bettemidler

Top Replied-To in G9:
@peaceful_411
@waltshaub
@ninaandtito
@danalexander21
@meherlihy
@tannenbaumr

Top Replied-To in G10:
@kylegriffin1
@bettemidler

Top Mentioned
Top Mentioned in Entire Graph:
@joycewhitevance
@demwrite
@secretaryross
@vicbergeriv
@gregolear
@joshgerstein
@bettemidler
@democracynow
@thatguy3002
@kylegriffin1

Top Mentioned in G1:
@joycewhitevance
@lynnelegge
@carolfromindy
@ellyn_gesell
@bluejaybeep
@postfactamerica
@ronald__rump
@bstnboy

Top Mentioned in G2:
@demwrite
@joycewhitevance
@kazweida
@reason_saves
@kakabouie
@glennlibby
@klasfeldreports
@tpm

Top Mentioned in G3:
@secretaryross
@thelastrefuge2
@ohiogop
@commercegov
@tsipras_eu
@latinocoalition
@realdonaldtrump
@ganavalo
@unseen1_unseen
@marketwatch

Top Mentioned in G4:
@stevemccvet
@complaytime
@unicorn144
@carlottaclarice

Top Mentioned in G5:
@vicbergeriv
@joycewhitevance
@demwrite

Top Mentioned in G6:
@gregolear
@joycewhitevance
@kelly2277
@ninaandtito
@demwrite
@sylviacb
@bettemidler

Top Mentioned in G7:
@joshgerstein
@thehill
@joycewhitevance
@doris_sher
@justdawn_
@ericgarland
@klasfeldreports
@srl
@gregolear
@philosocrat

Top Mentioned in G8:
@bettemidler
@ariberman
@joycewhitevance
@sonjamcdaniel94
@newyorkstateag

Top Mentioned in G9:
@kelly2277
@ninaandtito
@ericgarland
@rich_893
@chiefcovfefe
@saysdana
@kittenninja42
@20committee
@louisemensch
@peaceful_411

Top Mentioned in G10:
@thatguy3002
@kylegriffin1
@joycewhitevance
@demwrite
@joshgerstein
@ninaandtito
@democracynow
@messagemarci

Top Tweeters
Top Tweeters in Entire Graph:
@notiven
@newsbossindia
@missb62
@market_screener
@the_news_diva
@alerttrade
@robinsnewswire
@dichristine
@adrianat9735
@marcodacostafx

Top Tweeters in G1:
@damonbethea1
@purplegarter1
@rodeodance
@sheiladecker19
@carolmaewy
@rhiles2760
@anthonybourque
@joanbushur
@tshep42
@nikitakitty

Top Tweeters in G2:
@solutioneer72
@billm9
@rcrockett
@manchuriandevil
@inspiteoftrump
@homegypsy
@sophialamar1
@antarianrani
@oufenix
@drpatfarrell

Top Tweeters in G3:
@insdatainter
@strategicpolicy
@sweetfreedom29
@mscontrariansci
@swargcoming
@shoutgracegrace
@wendydcoe
@della1946
@hwholcomb
@magannohate

Top Tweeters in G4:
@newsbossindia
@market_screener
@robinsnewswire
@koltovskoyyakov
@rocketnews1
@ricky_alvarado_
@globalissuesweb
@amel_benmann
@usrealitycheck
@foro_tv

Top Tweeters in G5:
@blackswan725
@estarianne
@shatterfront
@niharifan
@mpresst
@sciencemilkcow
@pricklyeater
@dawn_dawnandava
@expatfrommass
@manhattanmango

Top Tweeters in G6:
@cherokeesher2
@debilu2
@tottenbill
@smell3roses
@darlene09465021
@79topper
@newyorker2212
@marieproia
@wellness4you13
@barbaraward235

Top Tweeters in G7:
@missb62
@pas5974
@bellesapepper37
@thehill
@morgfair
@penny_g
@principia
@grannynannynews
@noybsk2017
@tigerbeat

Top Tweeters in G8:
@sanacardi
@mijomojo1
@flyme2themoon15
@dwilliams1001
@helenehrenhofer
@thedude67111
@libbyblog
@lotsofuss
@acceentee
@thebitterfig

Top Tweeters in G9:
@beverly21811568
@theresamax
@magicdmw
@therickwilson
@burnettcynthia
@mstepczyk
@rich_893
@datagoodies
@ralfoo7
@meljmcd

Top Tweeters in G10:
@natricer
@retrosher
@jagbusanne
@rodriguez_linda
@snw106
@wtime90
@daffi515
@bdbgoldens3
@lee_in_iowa
@jenijenicat