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Mnuchin_2017-03-20_06-11-18.xlsx
Mnuchin_2017-03-20_06-11-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 20, 2017
Short Description:
Mnuchin via NodeXL http://bit.ly/2nfUgFB
@funder
@markknoller
@derenicbyrd
@brianklaas
@ustreasury
@atdavidhoffman
@realdonaldtrump

Description:
Description
The graph represents a network of 4,823 Twitter users whose tweets in the requested range contained "Mnuchin", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 March 2017 at 13:17 UTC.

The requested start date was Monday, 20 March 2017 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 9-day, 1-hour, 17-minute period from Friday, 10 March 2017 at 19:41 UTC to Sunday, 19 March 2017 at 20:58 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 : 4823
Unique Edges : 5242
Edges With Duplicates : 656
Total Edges : 5898
Self-Loops : 1300
Reciprocated Vertex Pair Ratio : 0.0044873233116446
Reciprocated Edge Ratio : 0.00893455438909984
Connected Components : 1022
Single-Vertex Connected Components : 717
Maximum Vertices in a Connected Component : 2967
Maximum Edges in a Connected Component : 3843
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.202993
Graph Density : 0.000192505271428133
Modularity : 0.769628
NodeXL Version : 1.0.1.375

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[84] http://www.cnbc.com/2017/03/09/mnuchin-calls-on-congress-to-raise-debt-limit-as-deadline-approaches-reuters.html
[54] https://twitter.com/realDonaldTrump/status/294094883394838528
[47] http://trib.al/YWLYOiC
[28] http://www.fidererongses.com/params/post/1120535/perry-v-mnuchin-a-case-study-in-disingenuity
[27] https://www.bloomberg.com/news/articles/2017-03-10/mnuchin-said-to-focus-on-currencies-as-g-20-girds-for-trump-era
[26] http://www.foxbusiness.com/markets/2017/03/15/federal-reserve-set-to-raise-short-term-rates.html
[26] https://theconservativetreehouse.com/2017/03/18/treasury-secretary-mnuchin-pushes-back-against-financial-globalists-during-g20-finance-meeting/
[26] https://www.bloomberg.com/politics/articles/2017-03-17/china-leads-push-against-u-s-on-trade-as-g-20-engages-mnuchin
[22] http://trib.al/wJPZzn0
[20] https://theconservativetreehouse.com/2017/03/18/treasury-secretary-mnuchin-pushes-back-against-financial-globalists-during-g20-finance-meeting

Top URLs in Tweet in G1:
[2] http://www.dailykos.com/story/2017/2/27/1638279/-Treasury-Secretary-Mnuchin-says-Trump-s-budget-won-t-cut-Social-Security-Medicare-yet
[2] http://www.nydailynews.com/news/politics/treasury-secretary-nominee-steven-mnuchin-profited-madoff-article-1.2892862
[1] https://twitter.com/i/web/status/840729757658562560
[1] https://twitter.com/i/web/status/842049100212252677
[1] https://twitter.com/i/web/status/840730034566385664

Top URLs in Tweet in G2:
[17] http://trib.al/YWLYOiC
[15] https://www.wsj.com/articles/g-20-leaders-seek-clarity-from-mnuchin-on-u-s-trade-positions-1489503034?mod=pls_whats_news_us_business_f
[15] https://www.wsj.com/articles/g-20-leaders-seek-clarity-from-mnuchin-on-u-s-trade-positions-1489503034?mod=fox_australian
[12] http://www.reuters.com/article/us-g20-usa-idUSKBN16K2JP?feedType=RSS&feedName=politicsNews&utm_source=dlvr.it&utm_medium=twitter
[9] http://www.cnbc.com/2017/03/09/mnuchin-calls-on-congress-to-raise-debt-limit-as-deadline-approaches-reuters.html
[7] http://rgn.bz/0vr3
[7] https://www.wsj.com/articles/g-20-leaders-seek-clarity-from-mnuchin-on-u-s-trade-positions-1489503034?mod=pls_whats_news_us_business_f&utm_source=dlvr.it&utm_medium=twitter
[7] http://trib.al/wZ3Q6ME
[6] http://www.zerohedge.com/news/2017-03-10/dollar-tumbles-session-lows-mnuchin-devaluation-trade-deficit-warning
[6] http://www.marketwatch.com/news/story.asp?guid=%7BF5A1A240-0A88-11E7-8AF9-BD2AEA951EA6%7D&siteid=rss&rss=1&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[1] https://twitter.com/realdonaldtrump/status/688328034651361280

Top URLs in Tweet in G4:
[27] http://www.fidererongses.com/params/post/1120535/perry-v-mnuchin-a-case-study-in-disingenuity
[23] http://www.foxbusiness.com/markets/2017/03/15/federal-reserve-set-to-raise-short-term-rates.html
[14] https://www.forbes.com/sites/richardepstein/2016/12/02/settling-the-fannie-freddie-fiasco-steven-mnuchin-reverse-the-obama-administration-scorched-earth-litigation-strategy-if-they-hope-to-privatize-fannie-and-freddie/
[8] https://www.facebook.com/DonaldTrump/posts/10158646970740725
[8] http://fxn.ws/2mpPX8l
[6] https://medium.com/@ckc12_rb/the-ds-hilarious-double-standard-mnuchin-vs-geithner-lew-4346691aa5dd#.8y9rnan1g
[6] https://www.bloomberg.com/politics/articles/2017-03-08/questions-about-loyalty-to-trump-stall-mnuchin-s-treasury-picks
[4] http://bit.ly/2mtBTL4
[4] https://www.whitehouse.gov/the-press-office/2017/02/13/remarks-president-trump-swearing-ceremony-treasury-secretary-mnuchin
[4] http://www.fidererongses.com/params/post/1120535/perry-v-mnuchin-a-case-study-in

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/840390256738279425

Top URLs in Tweet in G6:
[2] http://www.foxbusiness.com/markets/2017/03/15/federal-reserve-set-to-raise-short-term-rates.html
[2] https://twitter.com/stevenmnuchin1/status/841728176141266944
[1] https://theconservativetreehouse.com/2017/03/18/treasury-secretary-mnuchin-pushes-back-against-financial-globalists-during-g20-finance-meeting
[1] https://twitter.com/i/web/status/842002459161690112
[1] https://www.treasury.gov/press-center/press-releases/Pages/sm0032.aspx
[1] http://www.dispatch.com/news/20170129/trump-treasury-pick-mnuchin-misled-senate-on-foreclosures-ohio-cases-show
[1] https://twitter.com/i/web/status/841985293335056388
[1] http://money.cnn.com/2017/03/09/news/economy/debt-ceiling-mnuchin/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/840723681911439361

Top URLs in Tweet in G8:
[18] http://trib.al/wJPZzn0
[13] https://www.bloomberg.com/news/articles/2017-03-10/mnuchin-said-to-focus-on-currencies-as-g-20-girds-for-trump-era
[8] http://www.reuters.com/article/us-g20-usa-idUSKBN16K2JP
[8] https://www.bloomberg.com/news/articles/2017-03-18/mnuchin-at-g-20-plays-nice-while-snubbing-rules-of-world-trade
[7] http://trib.al/MRERO0N
[4] http://trib.al/fcqjgiN
[3] http://www.cnbc.com/2017/03/09/mnuchin-calls-on-congress-to-raise-debt-limit-as-deadline-approaches-reuters.html
[3] http://www.reuters.com/article/us-g20-germany-mnuchin-idUSKBN16P0MT?utm_campaign=trueAnthem:+Trending+Content&utm_content=58cda0ff04d3011ffbf7af28&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.wsj.com/articles/mnuchin-says-u-s-is-seeking-to-avoid-trade-wars-1489688248?mod=pls_whats_news_us_business_f
[3] http://www.weeklystandard.com/mnuchin-warns-congress-on-debt-ceiling/article/2007185#.WMjtJGKu5og.twitter

Top URLs in Tweet in G9:
[20] https://theconservativetreehouse.com/2017/03/18/treasury-secretary-mnuchin-pushes-back-against-financial-globalists-during-g20-finance-meeting/
[19] https://theconservativetreehouse.com/2017/03/18/treasury-secretary-mnuchin-pushes-back-against-financial-globalists-during-g20-finance-meeting
[2] http://crwd.fr/2loeNDr
[2] http://UsaUpdatee.co.vu/90
[1] https://twitter.com/jfortunato/status/843475663701131265
[1] https://twitter.com/i/web/status/840644240619261952
[1] http://www.foxbusiness.com/markets/2017/03/15/federal-reserve-set-to-raise-short-term-rates.html
[1] https://www.youtube.com/watch?v=aS6wjQ0jvB4&feature=youtu.be
[1] https://www.youtube.com/watch?v=mg6ruSUb0yc&feature=youtu.be
[1] http://linkis.com/www.youtube.com/1T5ba

Top URLs in Tweet in G10:
[8] https://twitter.com/vidalexperience/status/833229737375965184
[1] https://twitter.com/i/web/status/840832488507346944

Top Domains
Top Domains in Tweet in Entire Graph:
[269] twitter.com
[142] trib.al
[112] bloomberg.com
[107] cnbc.com
[86] reuters.com
[79] wsj.com
[54] zerohedge.com
[46] theconservativetreehouse.com
[37] foxbusiness.com
[35] foxnews.com

Top Domains in Tweet in G1:
[3] twitter.com
[2] dailykos.com
[2] nydailynews.com

Top Domains in Tweet in G2:
[74] twitter.com
[51] wsj.com
[43] reuters.com
[43] trib.al
[26] bloomberg.com
[26] google.com
[25] ift.tt
[25] dlvr.it
[20] cnbc.com
[15] ow.ly

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[33] fidererongses.com
[27] foxbusiness.com
[20] twitter.com
[17] forbes.com
[10] facebook.com
[8] fxn.ws
[7] medium.com
[6] bit.ly
[6] bloomberg.com
[5] globnews.cf

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[4] twitter.com
[2] foxbusiness.com
[1] theconservativetreehouse.com
[1] treasury.gov
[1] dispatch.com
[1] cnn.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[31] trib.al
[22] bloomberg.com
[15] reuters.com
[8] weeklystandard.com
[4] twitter.com
[4] wsj.com
[3] cnbc.com
[3] insidetrade.com
[2] oann.com
[1] goo.gl

Top Domains in Tweet in G9:
[39] theconservativetreehouse.com
[6] youtube.com
[3] linkis.com
[2] twitter.com
[2] crwd.fr
[2] co.vu
[2] pinterest.com
[1] foxbusiness.com

Top Domains in Tweet in G10:
[9] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[116] trump
[105] mnuchin
[83] us
[69] ger
[58] g20
[38] yellen
[35] fanniegate
[32] tuckeraskpotus
[20] forex
[14] news

Top Hashtags in Tweet in G1:
[4] goldmanshowers

Top Hashtags in Tweet in G2:
[23] mnuchin
[16] forex
[15] trump
[14] news
[11] business
[6] g20
[6] us
[5] markets
[5] realestate
[5] economy

Top Hashtags in Tweet in G4:
[35] fanniegate
[32] tuckeraskpotus
[23] yellen
[9] mnuchin
[8] icymi
[7] hw
[6] mortgage
[6] housing
[6] realestate
[6] banking

Top Hashtags in Tweet in G5:
[1] gorkamustgo

Top Hashtags in Tweet in G6:
[2] yellen
[2] senwyden
[2] mnuchin
[2] trump
[1] americasbudget

Top Hashtags in Tweet in G8:
[4] usa
[4] us
[4] usbiz
[2] g20
[2] g20germany
[2] protection
[1] freetrade
[1] forex
[1] currencies

Top Hashtags in Tweet in G9:
[3] mnuchin
[3] maga
[2] trump
[1] goldmansachs
[1] vampiresquid
[1] garycohn
[1] wallstreet
[1] yellen
[1] americasbudget
[1] galaxy

Top Hashtags in Tweet in G10:
[8] mnuchin
[8] pinchuk
[8] trumprussia

Top Words
Top Words in Tweet in Entire Graph:
[2931] Words in Sentiment List#1: Positive
[3654] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[88795] Non-categorized Words
[95380] Total Words
[4477] mnuchin
[1471] trump
[1189] sec
[922] one
[909] treasury

Top Words in Tweet in G1:
[765] mnuchin
[756] funder
[752] one
[751] madoff
[748] treas
[748] sec
[748] behind
[748] entire
[748] bernie
[748] ponzi

Top Words in Tweet in G2:
[726] mnuchin
[307] s
[242] u
[212] treasury
[202] trade
[171] 20
[166] g
[164] trump
[160] g20
[123] secretary

Top Words in Tweet in G3:
[303] mnuchin
[292] brianklaas
[292] key
[292] trump
[292] advisers
[292] bannon
[292] cohn
[292] now
[292] donovan
[292] goldman

Top Words in Tweet in G4:
[331] mnuchin
[71] fnma
[48] realdonaldtrump
[47] secretary
[43] trump
[43] fannie
[42] steven
[38] treasury
[38] freddie
[36] fanniegate101

Top Words in Tweet in G5:
[308] mnuchin
[278] bannon
[278] trump
[271] steven
[270] derenicbyrd
[270] steve
[270] mitch
[270] mcconnell
[270] mike
[270] flynn

Top Words in Tweet in G6:
[227] mnuchin
[210] mcgahn
[178] markknoller
[117] secretary
[116] ustreasury
[107] don
[106] wh
[105] appointments
[105] shannon
[105] named

Top Words in Tweet in G7:
[137] mnuchin
[124] sec
[116] treasury
[116] debt
[114] sends
[114] letter
[114] speaker
[114] paul
[114] ryan
[114] urging

Top Words in Tweet in G8:
[96] mnuchin
[54] trade
[42] 20
[31] s
[29] business
[29] u
[24] g
[22] treasury
[22] talks
[21] trump

Top Words in Tweet in G9:
[176] spouse
[109] mnuchin
[84] thelastrefuge2
[49] treasury
[47] g20
[45] kelly
[45] dhs
[45] va
[44] ross
[44] comm

Top Words in Tweet in G10:
[98] mnuchin
[78] lied
[50] one
[40] flynn
[39] sethabramson
[39] 5
[39] conway
[39] lies
[39] daily
[39] spicer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1038] sec,mnuchin
[844] treas,sec
[842] mnuchin,behind
[842] ponzi,scheme
[842] financial,crisis
[841] behind,entire
[841] entire,bernie
[841] bernie,madoff
[841] madoff,ponzi
[841] scheme,one

Top Word Pairs in Tweet in G1:
[748] treas,sec
[748] sec,mnuchin
[748] mnuchin,behind
[748] behind,entire
[748] entire,bernie
[748] bernie,madoff
[748] madoff,ponzi
[748] ponzi,scheme
[748] scheme,one
[748] one,causes

Top Word Pairs in Tweet in G2:
[239] u,s
[162] g,20
[108] treasury,secretary
[90] steven,mnuchin
[85] mnuchin,u
[82] s,trade
[81] 20,leaders
[81] leaders,seek
[81] seek,clarity
[80] treasury's,mnuchin

Top Word Pairs in Tweet in G3:
[292] key,trump
[292] trump,advisers
[292] advisers,bannon
[292] bannon,cohn
[292] cohn,mnuchin
[292] mnuchin,now
[292] now,donovan
[292] donovan,goldman
[292] goldman,sachs
[292] sachs,people

Top Word Pairs in Tweet in G4:
[42] steven,mnuchin
[31] secretary,mnuchin
[26] yellen,fully
[26] strong,relationship
[25] fnma,fanniegate
[24] fully,expect
[24] expect,strong
[24] relationship,secretary
[24] fnma,fmcc
[22] fannie,mae

Top Word Pairs in Tweet in G5:
[271] steven,mnuchin
[270] steve,bannon
[270] bannon,mitch
[270] mitch,mcconnell
[270] mcconnell,mike
[270] mike,flynn
[270] flynn,jeff
[270] jeff,sessions
[270] sessions,steven
[270] mnuchin,white

Top Word Pairs in Tweet in G6:
[113] secretary,mnuchin
[105] appointments,ustreasury
[105] ustreasury,shannon
[105] shannon,mcgahn
[105] mcgahn,named
[105] named,counselor
[105] counselor,secretary
[105] mnuchin,wife
[105] wife,wh
[105] wh,counsel

Top Word Pairs in Tweet in G7:
[124] sec,mnuchin
[114] treasury,sec
[114] mnuchin,sends
[114] sends,letter
[114] letter,speaker
[114] speaker,paul
[114] paul,ryan
[114] ryan,urging
[114] urging,lift
[114] lift,debt

Top Word Pairs in Tweet in G8:
[29] u,s
[24] g,20
[20] steven,mnuchin
[18] china,leading
[18] leading,stiff
[18] stiff,defense
[18] defense,existing
[18] existing,system
[18] system,global
[18] global,trade

Top Word Pairs in Tweet in G9:
[44] kelly,dhs
[44] dhs,spouse
[44] spouse,ross
[44] ross,comm
[44] comm,spouse
[44] spouse,mnuchin
[44] mnuchin,treas
[44] treas,spouse
[44] spouse,shulkin
[44] shulkin,va

Top Word Pairs in Tweet in G10:
[39] 5,conway
[39] conway,lies
[39] lies,daily
[39] daily,spicer
[39] spicer,flynn
[39] flynn,lied
[39] lied,devos
[39] devos,lied
[39] lied,confirmation
[39] confirmation,hearing

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@kamalaharris
@wsj
@potus
@funder
@davidfrum
@foxnewssunday
@maggienyt
@thehill
@foxnews

Top Replied-To in G1:
@funder
@youranoncentral
@bzbadger

Top Replied-To in G2:
@stevenpkramer
@gpliafail

Top Replied-To in G3:
@brianklaas

Top Replied-To in G4:
@realdonaldtrump
@potus
@foxnewssunday
@foxnews
@politico
@donotlose
@mariabartiromo
@americafirstpol
@cspanwj
@seanhannity

Top Replied-To in G5:
@backsweetbranch
@derenicbyrd

Top Replied-To in G6:
@dbongino
@ustreasury
@markknoller

Top Replied-To in G7:
@kille_nw
@owillis

Top Replied-To in G8:
@realdonaldtrump
@lukegromen
@popescuco

Top Replied-To in G9:
@tomtheamerican
@hopefultexvet

Top Replied-To in G10:
@suejohnston56
@sethabramson
@johnfugelsang

Top Mentioned
Top Mentioned in Entire Graph:
@funder
@brianklaas
@derenicbyrd
@markknoller
@ustreasury
@atdavidhoffman
@thelastrefuge2
@khanoisseur
@androsform
@weareoversight

Top Mentioned in G1:
@funder
@tzztoday
@misjo457117
@smellyannconway
@antigopactivist
@derenicbyrd
@santo_aol
@connienichol
@solbergkathy
@markknoller

Top Mentioned in G2:
@endtheoligarch
@thisisrobotbutt
@monitor_sur
@edmecka
@bellcv
@suzyqter
@crud_rock

Top Mentioned in G3:
@brianklaas
@funder

Top Mentioned in G4:
@realdonaldtrump
@fanniegate101
@foxbusiness
@potus
@visualtrama
@forbes
@richardaepstein
@ny1david
@stevenmnuchin1
@donotlose

Top Mentioned in G5:
@derenicbyrd
@funder
@brianklaas
@realdonaldtrump

Top Mentioned in G6:
@markknoller
@ustreasury
@funder
@senwarren
@usembassysa
@dansenor
@foxbusiness
@senategop
@senbobcasey
@notbodhisattva

Top Mentioned in G7:
@atdavidhoffman
@funder
@atrios
@khanoisseur
@owillis
@derenicbyrd
@markknoller

Top Mentioned in G8:
@business
@markets
@reuters
@wsjecon
@lukegromen
@weeklystandard
@salehamohsin
@popescuco
@mrs_coder
@1clickbiz

Top Mentioned in G9:
@thelastrefuge2
@youtube
@markknoller
@bigggraphics
@trump_with
@foxbusiness
@rejialex7
@ustreasury

Top Mentioned in G10:
@sethabramson
@marcusc22973194
@jonathanweisman
@funder
@lulu_lemew
@vidalexperience
@khanoisseur
@johnfugelsang
@markknoller
@ustreasury

Top Tweeters
Top Tweeters in Entire Graph:
@morgansatu
@occuworld
@worldnews_net
@thus_spake
@collectedn
@bizlunchbox
@uskeus
@ivoteforbest
@kiebknews
@yuuji_k1

Top Tweeters in G1:
@marcylauren
@chuddles11
@greeeneyedwhwom
@manchuriandevil
@omen_syria
@minotauresse
@eykis
@youranoncentral
@reevynap
@dremmelqueen

Top Tweeters in G2:
@morgansatu
@occuworld
@worldnews_net
@thus_spake
@collectedn
@bizlunchbox
@uskeus
@ivoteforbest
@kiebknews
@worldusnews

Top Tweeters in G3:
@jeffersonobama
@nyspanish
@actdontreact
@eddarrell
@liverpotlian
@rahsaanball
@anoldlefty
@miss_placed_
@jimmy_jarkarta
@gemorace

Top Tweeters in G4:
@patriot_girl_tx
@jtblogs
@annwalthour
@foxnews
@bestustraders
@twright55
@politico
@thedailybeast
@howardstrauber
@marty713

Top Tweeters in G5:
@rcastle06
@wkndgirl
@bamilekeeavon
@monstermarcia
@teckiegirl
@1luv2
@jeanabella
@nayaknomi
@souzi54
@kelsiedarko

Top Tweeters in G6:
@badjerry_1
@trixywh
@joannecangal
@carold501
@hale4jesus
@ward4anderson
@visionaryck
@jsnyder555
@strategicpolicy
@zekejmiller

Top Tweeters in G7:
@lehimesa
@owillis
@kak089
@edgeoforever
@russelltim151
@rich_893
@esd2000
@womanvote
@maritzasolito
@peresson79

Top Tweeters in G8:
@citrus_kyoto
@bluebirdtrini
@billnigh
@business
@vnatale
@newzfox
@reuters
@haradtoshiharu
@cosmunity
@joanpennnative

Top Tweeters in G9:
@dclarediane
@o_irisht
@swanpressagency
@saskamare
@ohboyboy22
@strhon2016
@cassidyphoenyx
@mmaria03146111
@miriamusa82
@ync1994

Top Tweeters in G10:
@carmenvellon
@newsofmideast
@lehigh389
@manmet80
@ndylan1
@teetweetshere
@debilu2
@ellendatlow
@menjicm
@squintini5