Mnuchin, Twitter, 7/18/2019 6:57:16 PM, 203524


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Mnuchin_2019-07-17_10-37-42.xlsx
Mnuchin_2019-07-17_10-37-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 18, 2019
Short Description:
Mnuchin via NodeXL http://bit.ly/2O2WW8I
@eyerish13
@stevenmnuchin1
@dwh112655
@realdonaldtrump
@apompliano
@rwpusa
@strandjunker
@timobrien
@business
@paulrudnickny

Top hashtags:
#cryptocurrency
#mnuchin
#bitcoin
#crypto
#trump
#libra
#facebook
#btc
#racistpresident

Description:
Description
The graph represents a network of 4,886 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 Wednesday, 17 July 2019 at 17:39 UTC.

The requested start date was Tuesday, 16 July 2019 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 1-day, 6-hour, 52-minute period from Sunday, 14 July 2019 at 13:50 UTC to Monday, 15 July 2019 at 20:42 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 : 4886
Unique Edges : 6083
Edges With Duplicates : 723
Total Edges : 6806
Number of Edge Types : 3
Mentions : 5439
Tweet : 889
Replies to : 478
Self-Loops : 889
Reciprocated Vertex Pair Ratio : 0.00213333333333333
Reciprocated Edge Ratio : 0.00425758382118148
Connected Components : 605
Single-Vertex Connected Components : 415
Maximum Vertices in a Connected Component : 3774
Maximum Edges in a Connected Component : 5637
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.199784
Graph Density : 0.000236172868316762
Modularity : 0.778815
NodeXL Version : 1.0.1.416

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[110] https://www.cnn.com/2019/07/12/politics/mnuchin-congress-letter-debt-crisis/index.html
[75] https://trib.al/lS9yPRY
[45] https://www.ccn.com/news/steven-mnuchin-bitcoin-price/2019/07/15/
[39] https://www.bloomberg.com/news/articles/2019-07-12/mnuchin-warns-pelosi-u-s-may-run-out-of-cash-in-early-september
[26] https://www.cnbc.com/2019/07/15/treasury-secretary-mnuchin-will-hold-a-news-conference-on-cryptocurrencies-at-2-pm-et.html
[25] https://trib.al/kt6OQhn
[22] https://crooksandliars.com/2019/07/steven-mnuchin-warns-us-will-hit-debt
[21] https://www.bbc.co.uk/news/business-48998304
[21] https://trib.al/MPAF3gd
[16] https://trib.al/TWIehLI

Top URLs in Tweet in G1:
[28] https://www.ccn.com/news/steven-mnuchin-bitcoin-price/2019/07/15/
[10] https://www.ccn.com/news/crypto-leader-mnuchins-btc-remarks-are-complete-total-validation/2019/07/15/
[8] https://www.zerohedge.com/news/2019-07-15/cryptos-slide-mnuchin-warns-serious-concerns-about-terrorist-financing-digital
[5] https://www.bloomberg.com/live
[3] https://www.ccn.com/news/watch-steven-mnuchin-crypto-press-conference/2019/07/15/
[3] https://www.cnbc.com/amp/2019/07/15/treasury-secretary-mnuchin-will-hold-a-news-conference-on-cryptocurrencies-at-2-pm-et.html?__twitter_impression=true
[3] https://www.reuters.com/article/us-usa-treasury-mnuchin-facebook/mnuchin-says-facebook-must-enact-proper-safeguards-against-illicit-use-money-laundering-idUSKCN1UA23T
[2] https://www.chepicap.com/en/news/11225/was-the-latest-btc-price-action-linked-to-mnuchin-press-conference-.html
[1] https://www.youtube.com/watch?v=j2AvU2cfXRk&feature=youtu.be

[1] https://bloom.bg/2XU5rmh

Top URLs in Tweet in G2:
[25] https://www.cnn.com/2019/07/12/politics/mnuchin-congress-letter-debt-crisis/index.html
[20] https://www.bbc.co.uk/news/business-48998304
[9] https://www.ccn.com/news/steven-mnuchin-bitcoin-price/2019/07/15/
[7] https://www.bloomberg.com/news/articles/2019-07-12/mnuchin-warns-pelosi-u-s-may-run-out-of-cash-in-early-september
[7] https://www.bbc.co.uk/news/business-48998304?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.cnbc.com/2019/07/15/treasury-secretary-mnuchin-will-hold-a-news-conference-on-cryptocurrencies-at-2-pm-et.html
[6] https://www.bloomberg.com/tosv2.html?vid=&uuid=423b72f0-a72d-11e9-91aa-9f11a8aa4edc&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wNy0xNS9tbnVjaGluLXBsYW5zLWJyaWVmaW5nLW9uLWNyeXB0b2N1cnJlbmN5LXJlZ3VsYXRvcnktaXNzdWVz
[6] https://www.cnbc.com/2019/07/15/treasury-secretary-mnuchin-will-hold-a-news-conference-on-cryptocurrencies-at-2-pm-et.html?__source=sharebar|twitter&par=sharebar
[5] https://www.ccn.com/news/crypto-leader-mnuchins-btc-remarks-are-complete-total-validation/2019/07/15/
[5] https://www.coindesk.com/us-treasury-secretary-mnuchin-is-not-comfortable-with-facebooks-libra

Top URLs in Tweet in G3:
[5] https://www.cnn.com/2019/07/12/politics/mnuchin-congress-letter-debt-crisis/index.html
[4] https://www.washingtonpost.com/news/grade-point/wp/2018/01/11/education-dept-awards-debt-collection-contract-to-company-with-ties-to-devos/
[3] http://www.topbuzz.com/article/i6713304048939827718?app_id=1106&gid=6713304048939827718&impr_id=6713325401139382534&language=en®ion=us&user_id=6536264217716637706&c=tw
[2] https://www.speaker.gov/newsroom/71319/
[2] https://www.vanityfair.com/news/2017/11/steve-mnuchin-bond-villain
[2] https://www.wsj.com/articles/mnuchin-urges-u-s-firms-to-seek-huawei-exemptions-11562798183
[2] https://trib.al/kt6OQhn
[2] https://www.nytimes.com/2019/05/06/us/politics/trump-tax-returns-mnuchin.html
[2] https://www.c-span.org/video/?462659-1/treasury-secretary-mnuchin-briefing-crytocurrency-regulations
[2] https://www.cnbc.com/2019/07/15/treasury-secretary-mnuchin-will-hold-a-news-conference-on-cryptocurrencies-at-2-pm-et.html

Top URLs in Tweet in G4:
[6] https://twitter.com/morningmoneyben/status/1150832380673966080
[2] https://twitter.com/atrupar/status/1150833840048545792
[2] https://twitter.com/kylegriffin1/status/1150839966685192193
[1] https://www.washingtonpost.com/politics/his-own-fiefdom-mulvaney-builds-an-empire-for-the-right-wing-as-trumps-chief-of-staff/2019/07/14/85c5ebdc-942b-11e9-b570-6416efdc0803_story.html
[1] https://twitter.com/seungminkim/status/1150832512484225026
[1] https://twitter.com/zekejmiller/status/1150832151056801792
[1] https://www.lamag.com/citythinkblog/louise-linton-steve-mnuchin-trump/
[1] https://www.nydailynews.com/news/politics/treasury-secretary-nominee-steven-mnuchin-profited-madoff-article-1.2892862
[1] https://twitter.com/APompliano/status/1150829979632132096
[1] https://www.bloomberg.com/live

Top URLs in Tweet in G5:
[2] https://www.politico.com/story/2019/04/18/sears-sues-mnuchin-alongside-former-ceo-for-alleged-multibillion-dollar-theft-1368488
[2] https://amp.cnn.com/cnn/2019/07/12/politics/mnuchin-congress-letter-debt-crisis/index.html?__twitter_impression=true
[1] https://www.cnn.com/2019/07/12/politics/mnuchin-congress-letter-debt-crisis/index.html

Top URLs in Tweet in G6:
[15] https://trib.al/TWIehLI
[15] https://www.cnbc.com/2019/07/15/treasury-secretary-mnuchin-will-hold-a-news-conference-on-cryptocurrencies-at-2-pm-et.html
[8] https://www.youtube.com/watch?v=zAICzg8ir50&feature=youtu.be

[6] https://www.youtube.com/watch?v=c7olI6mnjsM&feature=youtu.be

[5] https://www.cnbc.com/2019/07/15/treasury-secretary-mnuchin-will-hold-a-news-conference-on-cryptocurrencies-at-2-pm-et.html?__source=iosappshare%7Ccom.apple.UIKit.activity.PostToTwitter
[4] https://www.ccn.com/news/steven-mnuchin-bitcoin-price/2019/07/15/
[4] https://www.youtube.com/watch?v=w6vXvZaf4hE&feature=youtu.be

[4] https://amp.cnn.com/cnn/2019/07/12/politics/mnuchin-congress-letter-debt-crisis/index.html?__twitter_impression=true
[4] https://www.youtube.com/watch?v=pSKErpE7KXM&feature=youtu.be

[3] https://www.youtube.com/c/AlexCobbXRP/live

Top URLs in Tweet in G7:
[30] https://www.cnn.com/2019/07/12/politics/mnuchin-congress-letter-debt-crisis/index.html
[6] https://www.wsj.com/articles/mnuchin-says-treasury-could-run-out-of-cash-in-early-september-11562943666
[4] https://cbs12.com/news/nation-world/us-government-is-running-out-of-money-faster-than-expected-mnuchin-warns
[2] https://ktvq.com/news/trending/2019/07/13/us-government-is-running-out-of-money-faster-than-expected-mnuchin-warns/
[2] https://www.nytimes.com/2019/07/12/us/politics/debt-ceiling.html
[2] https://www.cnbc.com/2019/04/18/sears-sues-eddie-lampert-steven-mnuchin-others-for-alleged-thefts.html
[2] https://www.bloomberg.com/news/articles/2019-07-12/mnuchin-warns-pelosi-u-s-may-run-out-of-cash-in-early-september
[2] https://amp.cnn.com/cnn/2019/07/12/politics/mnuchin-congress-letter-debt-crisis/index.html?__twitter_impression=true
[2] https://www.marketwatch.com/story/bitcoin-prices-hold-slight-loss-as-treasurys-mnuchin-aims-to-ratchet-up-cryptocurrency-regulation-2019-07-15
[2] https://www.theblaze.com/news/as-the-deficit-grows-treasury-secretary-mnuchin-tells-congress-that-the-federal-government-is-almost-out-of-money

Top URLs in Tweet in G8:
[5] https://www.bloomberg.com/news/articles/2019-07-12/mnuchin-warns-pelosi-u-s-may-run-out-of-cash-in-early-september
[5] https://www.bloomberg.com/tosv2.html?vid=&uuid=423b72f0-a72d-11e9-91aa-9f11a8aa4edc&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wNy0xNS9tbnVjaGluLXBsYW5zLWJyaWVmaW5nLW9uLWNyeXB0b2N1cnJlbmN5LXJlZ3VsYXRvcnktaXNzdWVz
[1] https://actionnetwork.org/letters/tell-congress-to-repeal-the-goptaxscam
[1] https://trib.al/x8LYb3J
[1] https://amp.cnn.com/cnn/2019/07/12/politics/mnuchin-congress-letter-debt-crisis/index.html?__twitter_impression=true
[1] https://www.bloomberg.com/news/articles/2019-07-15/mnuchin-says-he-wants-deal-with-congress-on-debt-limit-budget
[1] https://www.bloomberg.com/news/articles/2019-07-15/mnuchin-says-trump-tweets-on-democratic-congresswomen-not-racist
[1] https://www.cnn.com/2019/07/12/politics/mnuchin-congress-letter-debt-crisis/index.html
[1] https://www.businessinsider.com/elizabeth-warren-steven-mnuchin-forrest-gump-of-financial-crisis-2016-11

Top URLs in Tweet in G10:
[2] https://www.bloomberg.com/news/articles/2019-07-12/mnuchin-warns-pelosi-u-s-may-run-out-of-cash-in-early-september
[1] https://www.cnn.com/2019/07/12/politics/mnuchin-congress-letter-debt-crisis/index.html
[1] https://www.vanityfair.com/news/2017/01/steven-mnuchin-forgot-to-mention-he-runs-an-investment-fund-in-the-cayman-islands
[1] https://www.youtube.com/watch?v=da10eL2X3V4&feature=youtu.be

[1] https://www.youtube.com/watch?v=y8XjeJTRkmI&feature=youtu.be

[1] https://www.youtube.com/watch?v=rya-fZuMX3M&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[219] trib.al
[145] cnn.com
[132] twitter.com
[71] ccn.com
[68] bloomberg.com
[68] cnbc.com
[55] youtube.com
[41] co.uk
[39] reuters.com
[29] crooksandliars.com

Top Domains in Tweet in G1:
[41] ccn.com
[8] twitter.com
[8] zerohedge.com
[6] bloomberg.com
[5] cnbc.com
[3] youtube.com
[3] reuters.com
[2] bloom.bg
[2] trib.al
[2] chepicap.com

Top Domains in Tweet in G2:
[43] twitter.com
[36] cnn.com
[34] co.uk
[20] ccn.com
[18] cnbc.com
[16] bloomberg.com
[10] youtube.com
[9] coindesk.com
[9] reuters.com
[9] webnow.company

Top Domains in Tweet in G3:
[7] cnn.com
[7] twitter.com
[6] trib.al
[4] washingtonpost.com
[3] bloomberg.com
[3] vanityfair.com
[3] nytimes.com
[3] ccn.com
[3] topbuzz.com
[2] speaker.gov

Top Domains in Tweet in G4:
[13] twitter.com
[2] trib.al
[1] washingtonpost.com
[1] lamag.com
[1] nydailynews.com
[1] bloomberg.com
[1] reuters.com
[1] cnn.com

Top Domains in Tweet in G5:
[3] cnn.com
[2] politico.com

Top Domains in Tweet in G6:
[33] youtube.com
[22] cnbc.com
[17] trib.al
[5] twitter.com
[4] ccn.com
[4] cnn.com
[1] thexrpdaily.com
[1] zerohedge.com
[1] cryptocrunchapp.com

Top Domains in Tweet in G7:
[35] cnn.com
[8] wsj.com
[5] twitter.com
[4] cbs12.com
[3] trib.al
[3] cnbc.com
[3] bloomberg.com
[2] ktvq.com
[2] nytimes.com
[2] thehill.com

Top Domains in Tweet in G8:
[12] bloomberg.com
[2] cnn.com
[1] actionnetwork.org
[1] trib.al
[1] businessinsider.com

Top Domains in Tweet in G10:
[3] youtube.com
[2] bloomberg.com
[1] cnn.com
[1] vanityfair.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[109] cryptocurrency
[83] mnuchin
[77] bitcoin
[46] crypto
[39] trump
[35] libra
[32] facebook
[30] btc
[21] racistpresident
[17] xrp



Top Hashtags in Tweet in G1:
[7] mnuchin
[7] cryptocurrency
[7] bitcoin
[3] btc
[2] crypto
[1] shakinintheirboots
[1] altcoin
[1] warning
[1] facebook
[1] libra

Top Hashtags in Tweet in G2:
[32] bitcoin
[20] mnuchin
[20] cryptocurrency
[19] crypto
[13] btc
[11] libra
[9] facebook
[8] blockchain
[7] cryptocurrencies
[6] trump

Top Hashtags in Tweet in G3:
[11] mnuchin
[10] racistpresident
[9] trumpisaracist
[9] racistinchief
[5] cryptocurrency
[4] goptaxscam
[4] derangeddonald
[4] bitcoin
[3] crypto
[3] libra

Top Hashtags in Tweet in G4:
[1] censuretrump
[1] impeachmentinquirynow
[1] impeachtrump

Top Hashtags in Tweet in G6:
[71] cryptocurrency
[10] bitcoin
[9] crypto
[8] xrpcommunity
[8] xrp
[6] mnuchin
[5] btc
[4] libra
[3] xrpthestandard
[3] cryptocurrencies

Top Hashtags in Tweet in G7:
[5] mnuchin
[4] mitchmcconnell
[4] trump
[3] racistinchief
[3] bankruptcy
[3] maga
[2] taxreform
[2] taxscam
[2] russia
[2] northkorea

Top Hashtags in Tweet in G8:
[6] goptaxscam
[2] btc
[2] bitcoin
[1] tictocnews
[1] trumptrash
[1] closethecamps

Top Hashtags in Tweet in G10:
[1] robbingamericablind

Top Words
Top Words in Tweet in Entire Graph:
[3617] Words in Sentiment List#1: Positive
[4056] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[107802] Non-categorized Words
[115477] Total Words
[4043] mnuchin
[1139] trump
[905] billion
[888] money
[822] s

Top Words in Tweet in G1:
[510] mnuchin
[380] bitcoin
[221] treasury
[221] crypto
[198] secretary
[163] apompliano
[161] steve
[134] told
[117] everyone
[107] things

Top Words in Tweet in G2:
[394] mnuchin
[139] treasury
[109] libra
[95] s
[89] secretary
[69] facebook
[64] money
[64] facebook's
[57] steven
[56] bitcoin

Top Words in Tweet in G3:
[257] stevenmnuchin1
[254] mnuchin
[184] speakerpelosi
[142] budget
[128] wrote
[126] need
[125] caps
[124] agreement
[122] tonight
[122] recognize

Top Words in Tweet in G4:
[472] mnuchin
[296] trump
[254] s
[203] racist
[168] find
[105] steve
[92] up
[86] sruhle
[81] congresswoman
[78] djt

Top Words in Tweet in G5:
[696] billion
[349] trump
[349] dwh112655
[348] 1985
[348] 1994
[348] donald
[348] lost
[348] 1
[348] peoples
[348] money

Top Words in Tweet in G6:
[385] mnuchin
[137] crypto
[113] briefing
[112] bgarlinghouse
[101] one
[99] industry
[98] indicated
[98] entire
[98] painted
[98] broad

Top Words in Tweet in G7:
[154] mnuchin
[127] realdonaldtrump
[79] money
[78] out
[75] trump
[72] gop
[60] running
[37] tax
[33] golf
[32] randpaul

Top Words in Tweet in G8:
[158] tax
[158] budget
[158] rwpusa
[154] defense
[153] rich
[153] billion
[152] cut
[152] wasteful
[152] spending
[151] enormous

Top Words in Tweet in G9:
[200] point
[200] mike
[200] pence
[200] bill
[200] barr
[200] steven
[200] mnuchin
[200] rudy
[200] giuliani
[200] devin

Top Words in Tweet in G10:
[153] tax
[149] cut
[148] mnuchin
[148] timobrien
[137] deficit
[136] budget
[135] whose
[135] administration
[135] engineered
[135] helped

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[740] steve,mnuchin
[638] steven,mnuchin
[556] treasury,secretary
[377] donald,trump
[366] 1,billion
[365] peoples,money
[365] 2,trillion
[364] 1985,1994
[364] 1994,donald
[364] trump,lost

Top Word Pairs in Tweet in G1:
[190] treasury,secretary
[158] steve,mnuchin
[153] secretary,steve
[148] apompliano,treasury
[104] mnuchin,basically
[104] basically,told
[104] told,everyone
[104] everyone,follow
[104] follow,rules
[104] rules,doing

Top Word Pairs in Tweet in G2:
[76] treasury,secretary
[58] facebook's,libra
[52] steven,mnuchin
[51] libra,misused
[38] misused,treasury
[38] treasury,chief
[38] chief,mnuchin
[34] secretary,steven
[30] u,s
[30] secretary,mnuchin

Top Word Pairs in Tweet in G3:
[125] budget,caps
[121] caps,agreement
[121] agreement,recognize
[119] tonight,wrote
[119] wrote,stevenmnuchin1
[119] stevenmnuchin1,reiterate
[119] reiterate,budget
[119] recognize,urgent
[119] urgent,need
[118] speakerpelosi,tonight

Top Word Pairs in Tweet in G4:
[133] trump,s
[104] steve,mnuchin
[80] mnuchin,s
[76] djt,called
[75] mnuchin,reminders
[75] reminders,trump
[75] trump,perfect
[75] perfect,genes
[75] genes,trump
[75] trump,likes

Top Word Pairs in Tweet in G5:
[348] 1985,1994
[348] 1994,donald
[348] donald,trump
[348] trump,lost
[348] lost,1
[348] 1,billion
[348] billion,peoples
[348] peoples,money
[348] money,yes
[348] yes,billion

Top Word Pairs in Tweet in G6:
[98] mnuchin,indicated
[98] indicated,entire
[98] entire,crypto
[98] crypto,industry
[98] industry,painted
[98] painted,one
[98] one,broad
[98] broad,brush
[98] brush,come
[98] come,long

Top Word Pairs in Tweet in G7:
[66] out,money
[59] running,out
[32] randpaul,realdonaldtrump
[32] realdonaldtrump,mnuchin
[29] mnuchin,running
[29] money,trump
[28] playing,golf
[27] trump,wasted
[27] wasted,108
[27] 108,million

Top Word Pairs in Tweet in G8:
[152] tax,cut
[152] wasteful,spending
[151] enormous,tax
[151] cut,super
[151] super,rich
[151] rich,800
[151] 800,billion
[151] billion,defense
[151] defense,budget
[151] budget,wasteful

Top Word Pairs in Tweet in G9:
[200] point,mike
[200] mike,pence
[200] pence,bill
[200] bill,barr
[200] barr,steven
[200] steven,mnuchin
[200] mnuchin,rudy
[200] rudy,giuliani
[200] giuliani,devin
[200] devin,nunes

Top Word Pairs in Tweet in G10:
[149] tax,cut
[136] timobrien,mnuchin
[135] mnuchin,whose
[135] whose,administration
[135] administration,engineered
[135] engineered,tax
[135] cut,helped
[135] helped,spike
[135] spike,federal
[135] federal,budget

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@morningmoneyben
@cnnpolitics
@thehill
@speakerpelosi
@gop
@abc
@atrupar
@zekejmiller
@apompliano

Top Replied-To in G1:
@apompliano
@cryptomanran
@crypto
@richardheartwin
@bitcoin
@mace894
@xrpbart
@shudancegirls
@bopinion
@tuurdemeester

Top Replied-To in G3:
@speakerpelosi
@yamiche
@tedlieu
@johncornyn
@petermccormack
@stevenmnuchin1
@miafarrow
@lisastark351
@phil_mattingly
@maxabelson

Top Replied-To in G4:
@atrupar
@adamparkhomenko
@lincolnsbible
@dandrezner
@seungminkim
@elivalley
@dayliekartunes
@cnnpolitics
@sruhle
@elise_jordan

Top Replied-To in G5:
@reportaction
@dwh112655

Top Replied-To in G6:
@bgarlinghouse
@ripple_crippler
@mysttory
@alexcobb_
@dillon

Top Replied-To in G7:
@realdonaldtrump
@gop
@randpaul
@bgarlinghouse
@cherijacobus
@dwaynecobb
@speakerpelosi
@strandjunker
@jeff_j402
@kellyannepolls

Top Replied-To in G8:
@rwpusa
@kevinwhitelaw1
@gop
@redtraccoon

Top Replied-To in G10:
@timobrien
@davideisaacson
@larrywitkovski

Top Mentioned
Top Mentioned in Entire Graph:
@dwh112655
@stevenmnuchin1
@strandjunker
@apompliano
@rwpusa
@speakerpelosi
@timobrien
@paulrudnickny
@realdonaldtrump
@business

Top Mentioned in G1:
@apompliano
@crypto
@martybent
@ccnmarkets
@cryptomanran
@tuurdemeester
@bopinion
@matigreenspan
@peterschiff
@melt_dem

Top Mentioned in G2:
@ratetake
@bcabanetwork
@benktallmadge

Top Mentioned in G3:
@stevenmnuchin1
@speakerpelosi
@yamiche
@facebook
@libra_
@coindesk
@socflyny
@1dlowther
@realdonaldtrump
@phil_mattingly

Top Mentioned in G4:
@sruhle
@elivalley
@annehelen
@adamparkhomenko
@dandrezner
@atrupar
@seungminkim
@lincolnsbible
@innercitypress
@yamiche

Top Mentioned in G5:
@dwh112655
@voteangrynow
@lindseygrahamsc
@foxandfriends
@seanhannity
@tuckercarlson
@musecian

Top Mentioned in G6:
@bgarlinghouse
@stuart_xrp
@cnbcnow
@youtube
@cnbc
@davidgokhshtein
@xrp_anderson
@ripple
@moneygram
@mone

Top Mentioned in G7:
@realdonaldtrump
@gop
@ryan2011angela
@randpaul
@senatemajldr
@senategop
@housegop
@lindseygrahamsc
@dwaynecobb
@donaldjtrumpjr

Top Mentioned in G8:
@rwpusa
@bpolitics
@therealholli
@thedemcoalition
@redtraccoon
@perpetual_now
@stevenmnuchin1
@dissentingj
@leelsinai
@josh_wingrove

Top Mentioned in G9:
@strandjunker
@rwpusa
@dwh112655
@gop

Top Mentioned in G10:
@timobrien
@scalzi
@monte_alto
@dcpoll
@countryoverpar5
@smublvd01
@strandjunker
@poplegolf
@bobstone3
@malcolmnance

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@_mrdavidjones
@el_cooperante
@berkleybearnews
@myalliesnews
@zyiteblog
@scotland4me
@crewislife
@llemj
@zyitegadgets

Top Tweeters in G1:
@zerohedge
@rhcm123
@donnacastel
@alrobins2015
@cryptocoinage
@alfaenshe
@pibegeek
@flmomnygirl
@popescuco
@wolfeglenda

Top Tweeters in G2:
@occuworld
@berkleybearnews
@myalliesnews
@scotland4me
@gamergeeknews
@globalissuesweb
@techl0g
@latikia
@electricgherkin
@usrealitycheck

Top Tweeters in G3:
@bitcoinagile
@cahulaan
@mapocoloco
@antarianrani
@nytimes
@grannynannynews
@sevenbowie
@jjohnson2u
@marykeithbare1
@safiyahnoor1

Top Tweeters in G4:
@cloudwanderer3
@paxnostrum
@theresamax
@gpwriter
@sws_edu
@stetayen
@princessbravato
@mmwlawtaos1
@suekhi
@mjohnso27

Top Tweeters in G5:
@debilu2
@eykis
@afaduln2
@mjanemarshall
@oveckahelen
@ae4ca
@jarosenberg12
@shellitweetz
@demgirl50
@cathyjoegpt

Top Tweeters in G6:
@cnbc
@sadogashima123
@ayirpelle
@beeeender
@johnlee333333
@i_amcrypto_king
@huajatollachic
@stockboardasset
@deitaone
@ejgarcia93

Top Tweeters in G7:
@windmillcharger
@miss_placed_
@wsj
@lladybing
@peri_gisele
@dwaynecobb
@crazygirlcandie
@cherijacobus
@cwindley
@yodaquoter

Top Tweeters in G8:
@sheiladecker19
@merri__magic
@emccoy_writer
@spryguy
@moscow_a_lago
@on_bender
@meatballmom2
@tess3761
@booker25
@givengrace1986

Top Tweeters in G9:
@mchovden1785
@nursevictoria11
@vatititech
@ckkoch3
@malama00
@smc752
@fcpaaco
@galaxi162
@neaner069
@harvickgirl_4

Top Tweeters in G10:
@givemepie360
@zebrafinch
@wendytherealtor
@elisabethcarey
@deniseoberson
@raemargaret61
@imcosta1
@scalzi
@amatodeb
@chark5678


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