deutsche bank, Twitter, 1/21/2019 6:23:25 PM, 182691


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deutsche bank_2019-01-21_08-43-13.xlsx
deutsche bank_2019-01-21_08-43-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2019
Short Description:
deutsche bank via NodeXL http://bit.ly/2Dqottg
@realsaavedra
@realdonaldtrump
@rockprincess818
@deutschebank
@steph93065
@maddowblog
@whistleirl
@reuters
@kristafrances
@saradannerdukic

Top hashtags:
#deutschebank
#cumex
#steuerskandal
#brennpunkt
#bank
#germany
#ard

Description:
Description
The graph represents a network of 5,227 Twitter users whose tweets in the requested range contained "deutsche bank", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 January 2019 at 16:44 UTC.

The requested start date was Monday, 21 January 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 11-hour, 27-minute period from Thursday, 17 January 2019 at 13:48 UTC to Sunday, 20 January 2019 at 01:15 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 : 5227
Unique Edges : 5434
Edges With Duplicates : 423
Total Edges : 5857
Number of Edge Types : 3
Mentions : 4969
Tweet : 687
Replies to : 201
Self-Loops : 687
Reciprocated Vertex Pair Ratio : 0.00318281281082156
Reciprocated Edge Ratio : 0.00634542930795162
Connected Components : 574
Single-Vertex Connected Components : 333
Maximum Vertices in a Connected Component : 3974
Maximum Edges in a Connected Component : 4458
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.393193
Graph Density : 0.000184615033176892
Modularity : 0.77826
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[163] https://www.tagesschau.de/wirtschaft/cum-ex-deutsche-bank-101.html
[90] https://www.politicususa.com/2019/01/18/trump-deutsche-bank-links-in-sights-of-u-s-house-investigators.html
[61] https://www.sueddeutsche.de/wirtschaft/deutsche-bank-mails-1.4292020
[42] https://www.sueddeutsche.de/1.4292020
[38] https://www.reuters.com/article/us-usa-trump-deutsche-bank/trump-deutsche-bank-links-in-sights-of-u-s-house-investigators-idUSKCN1PC123
[22] https://trib.al/TTul3JI
[20] https://thexrpdaily.com/index.php/2019/01/16/deutsche-bank-confirms-hsbc-and-xoom-as-ripple-clients/?fbclid=IwAR30Az4uV1whxP9wCk-vBgjtkV9nZTPqlL7gLJ8al6-ab9GMOWIfxoxIqK4
[19] https://thexrpdaily.com/index.php/2019/01/16/deutsche-bank-confirms-hsbc-and-xoom-as-ripple-clients/
[16] https://www.rawstory.com/2019/01/trumps-business-ties-deutsche-bank-sights-house-investigators/
[15] https://trib.al/QV3eK2H

Top URLs in Tweet in G1:
[1] https://twitter.com/mtracey/status/1086109725647876097

Top URLs in Tweet in G2:
[2] https://www.google.com/url?q=https://www.bloomberg.com/amp/view/articles/2017-01-31/mirror-trades-and-two-for-one-rules
[1] https://www.msnbc.com/rachel-maddow/watch/mueller-looking-at-deutsche-bank-in-trump-russia-probe-reports-1110334019762
[1] https://www.sutori.com/story/timeline-you-might-be-interested-in--pTTyLH39r7FsRtF51JZi4BVt
[1] https://www.bloomberg.com/news/articles/2017-12-05/deutsche-bank-said-to-be-subpoenaed-by-mueller
[1] https://www.politicususa.com/2019/01/18/trump-deutsche-bank-links-in-sights-of-u-s-house-investigators.html
[1] https://www.theguardian.com/business/2017/jan/31/deutsche-bank-fined-630m-over-russia-money-laundering-claims
[1] https://twitter.com/ninaandtito/status/1030978366000848896

Top URLs in Tweet in G3:
[34] https://www.tagesschau.de/wirtschaft/cum-ex-deutsche-bank-101.html
[16] https://www.politicususa.com/2019/01/18/trump-deutsche-bank-links-in-sights-of-u-s-house-investigators.html
[11] https://www.sueddeutsche.de/1.4292020
[8] https://www.reuters.com/article/us-usa-trump-deutsche-bank/trump-deutsche-bank-links-in-sights-of-u-s-house-investigators-idUSKCN1PC123
[8] https://realconservativesunite.com/2019/01/19/mad-maxine-socialist-sandy-will-lead-house-probe-into-trump-s-relationship-with-deutsche-bank/
[7] https://www.sueddeutsche.de/wirtschaft/deutsche-bank-mails-1.4292020
[6] http://www.tagesschau.de/
[4] https://www.cnn.com/business/live-news/dow-today-1-17-2019/h_688244bd4050a9ed80a9bdafe8142e18
[4] https://www.reuters.com/article/us-usa-trump-deutsche-bank-idUSKCN1PC123
[4] https://www.faz.net/aktuell/wirtschaft/deutsche-bank-und-commerzbank-ist-eine-fusion-sinnvoll-15995801.html

Top URLs in Tweet in G5:
[93] https://www.tagesschau.de/wirtschaft/cum-ex-deutsche-bank-101.html
[4] https://sascha313.wordpress.com/2017/01/30/wurden-eigentlich-alle-verbrecher-von-auschwitz-bestraft-sassen-wirklich-alle-auf-der-anklagebank/
[3] https://www.fnlondon.com/articles/deutsche-bank-merger-talk-bubbles-up-again-20190117
[3] https://www.politicususa.com/2019/01/18/trump-deutsche-bank-links-in-sights-of-u-s-house-investigators.html
[2] https://www.db.com/newsroom_news/2018/trade-war-is-biggest-threat-to-global-growth-deutsche-bank-wealth-management-poll-finds-en-11775.htm
[2] https://www.bloomberg.com/news/videos/2019-01-17/deutsche-bank-sees-20-upside-for-u-k-domestic-stocks-on-soft-brexit-video
[2] https://www.reuters.com/article/us-usa-trump-deutsche-bank-idUSKCN1PC123
[2] https://www.pscp.tv/w/btA9QDF3QkVBSlpOWUdBUVB8MUx5eEJ5em5OWFBKTr927uZ-M4ufaGAdPguyPzbFpsUmYI7D48d_EX0uVAYR
[2] https://trib.al/jiENBy6
[2] https://twitter.com/deutschebank/status/992447190256766977?s=12

Top URLs in Tweet in G6:
[57] https://www.politicususa.com/2019/01/18/trump-deutsche-bank-links-in-sights-of-u-s-house-investigators.html
[3] https://www.reuters.com/article/us-usa-trump-deutsche-bank/trump-deutsche-bank-links-in-sights-of-u-s-house-investigators-idUSKCN1PC123
[1] https://twitter.com/yegventures/status/1075925641801789440
[1] https://www.pastemagazine.com/articles/2018/06/whats-the-deal-with-trumps-shady-relationship-with.html
[1] http://joistamatic.com/VavgFwi5
[1] https://www.rawstory.com/2019/01/russian-money-laundering-democrats-investigate-trumps-deutsche-bank-connections/

Top URLs in Tweet in G7:
[1] https://okdiario.com/economia/2019/01/17/banco-espana-frustro-venta-deutsche-bank-abanca-negocio-venezuela-3568020
[1] https://okdiario.com/economia/2019/01/17/banco-espana-frustro-venta-deutsche-bank-abanca-negocio-venezuela-3568020#.XECKj3VK8aE.twitter

Top URLs in Tweet in G9:
[18] https://thexrpdaily.com/index.php/2019/01/16/deutsche-bank-confirms-hsbc-and-xoom-as-ripple-clients/
[8] https://www.youtube.com/watch?v=sK6uDFeZ8I4&feature=youtu.be

[6] https://www.youtube.com/watch?v=sK6uDFeZ8I4&feature=youtu.be&a

[3] https://www.youtube.com/watch?v=_U8MzpA4XQE&feature=youtu.be

[2] https://www.sueddeutsche.de/wirtschaft/deutsche-bank-mails-1.4292020
[2] https://www.youtube.com/watch?v=NpweJ0S6_LY&feature=youtu.be&a

[2] https://www.youtube.com/watch?v=NpweJ0S6_LY&feature=youtu.be

[1] https://kenfm.de/tagesdosis-19-1-2018-deutsche-bank-ein-lehrstueck-in-banker-moral/
[1] https://twitter.com/CSalewski/status/1085589718677508096
[1] https://www.faz.net/aktuell/finanzen/finanzmarkt/deutsche-bank-wusste-frueh-von-cum-ex-geschaeften-15994590.html

Top URLs in Tweet in G10:
[22] https://trib.al/TTul3JI
[15] https://trib.al/QV3eK2H
[4] https://www.rawstory.com/2019/01/russian-money-laundering-democrats-investigate-trumps-deutsche-bank-connections/#.XEKXVrtwd3o.twitter
[3] https://anticorruptiondigest.com/anti-corruption-news/2019/01/17/deutsche-bank-confirms-internal-probe-over-money-laundering-scandal/?utm_source=Anti%20Corruption%20Digest&utm_campaign=ACD%20RSS%20News%20and%20Comments&utm_medium=twitter&utm_content=anti_digest
[3] https://www.bloomberg.com/news/articles/2019-01-17/deutsche-bank-sees-danger-of-a-u-s-recession-soon-as-this-year
[3] https://www.bloomberg.com/news/articles/2019-01-17/deutsche-bank-s-path-to-a-game-changing-merger-just-got-bumpier
[2] https://www.rawstory.com/2019/01/russian-money-laundering-democrats-investigate-trumps-deutsche-bank-connections/#.XEKRM0JkyJo.twitter
[2] https://trib.al/bNpMebl
[1] https://trib.al/w5eH4RO
[1] https://trib.al/UrYnoiG

Top Domains
Top Domains in Tweet in Entire Graph:
[179] tagesschau.de
[113] sueddeutsche.de
[90] politicususa.com
[68] reuters.com
[55] trib.al
[39] thexrpdaily.com
[37] bloomberg.com
[36] twitter.com
[34] youtube.com
[32] rawstory.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[2] google.com
[1] msnbc.com
[1] sutori.com
[1] bloomberg.com
[1] politicususa.com
[1] theguardian.com
[1] twitter.com

Top Domains in Tweet in G3:
[45] tagesschau.de
[23] reuters.com
[20] sueddeutsche.de
[16] politicususa.com
[14] twitter.com
[12] finanznachrichten.de
[11] investing.com
[10] faz.net
[9] lnkd.in
[8] realconservativesunite.com

Top Domains in Tweet in G5:
[93] tagesschau.de
[6] db.com
[5] trib.al
[4] bloomberg.com
[4] reuters.com
[4] wordpress.com
[3] fnlondon.com
[3] politicususa.com
[3] pscp.tv
[3] ft.com

Top Domains in Tweet in G6:
[57] politicususa.com
[3] reuters.com
[1] twitter.com
[1] pastemagazine.com
[1] joistamatic.com
[1] rawstory.com

Top Domains in Tweet in G7:
[2] okdiario.com

Top Domains in Tweet in G9:
[22] youtube.com
[18] thexrpdaily.com
[2] sueddeutsche.de
[2] twitter.com
[1] kenfm.de
[1] faz.net

Top Domains in Tweet in G10:
[42] trib.al
[8] bloomberg.com
[6] rawstory.com
[3] anticorruptiondigest.com
[2] businessinsider.com
[1] bloom.bg
[1] politicususa.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[172] deutschebank
[128] cumex
[90] steuerskandal
[43] brennpunkt
[15] bank
[14] germany
[13] ard
[10] steueraffäre
[10] finectlive
[9] trump



Top Hashtags in Tweet in G2:
[3] globalcorruptionscandal

Top Hashtags in Tweet in G3:
[17] deutschebank
[13] cumex
[5] deutsche
[3] money
[3] banking
[3] blockchain
[3] bluenote
[3] climatechange
[3] crowdfunding
[3] energyefficiency

Top Hashtags in Tweet in G5:
[103] deutschebank
[89] steuerskandal
[14] cumex
[3] maga
[3] wealthmanagement
[3] economist
[3] investors
[3] worry
[2] buildthewall
[2] qanon

Top Hashtags in Tweet in G6:
[2] deepkitty
[2] smartnews

Top Hashtags in Tweet in G9:
[13] ard
[5] xrp
[3] ripple
[2] cumex
[2] warburg
[1] wahrefreunde
[1] deutschebank
[1] cumexfiles
[1] cryptocurrency
[1] xrpdaily

Top Hashtags in Tweet in G10:
[11] germany
[3] rt
[1] commerzbank
[1] deutschebank

Top Words
Top Words in Tweet in Entire Graph:
[2140] Words in Sentiment List#1: Positive
[1954] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[104040] Non-categorized Words
[108134] Total Words
[2405] cnn
[2402] deutsche
[2399] don
[2395] wikileaks
[2342] jr

Top Words in Tweet in G1:
[1851] russia
[1851] bombshells
[1851] debunked
[1851] cnn
[1851] wikileaks
[1851] don
[1851] jr
[1851] abc
[1851] news
[1846] realsaavedra

Top Words in Tweet in G2:
[682] mueller
[395] saradannerdukic
[374] deutsche
[369] trump
[365] right
[364] subpoenaed
[364] mike
[364] flynn
[364] pled
[364] guilty

Top Words in Tweet in G3:
[384] bank
[365] deutsche
[57] trump
[48] s
[43] house
[42] verstrickt
[38] tief
[34] u
[30] links
[29] investigators

Top Words in Tweet in G4:
[274] cnn
[273] russia
[273] don
[273] jr
[273] wikileaks
[269] compiled
[269] list
[269] worst
[269] media
[269] screwups

Top Words in Tweet in G5:
[183] bank
[179] steuerskandal
[175] deutsche
[136] deutschebank
[103] verstrickt
[102] tagesschau
[90] tief
[63] realdonaldtrump
[40] s
[32] cnn

Top Words in Tweet in G6:
[336] committee
[259] deutsche
[181] maddowblog
[168] trump's
[167] financial
[167] ties
[166] intelligence
[166] services
[166] poised
[166] dig

Top Words in Tweet in G7:
[460] banco
[460] españa
[233] frustró
[233] venta
[233] deutsche
[233] bank
[227] sección
[227] ibérica
[227] alemán
[227] juan

Top Words in Tweet in G8:
[153] cnn
[153] wikileaks
[153] don
[153] jr
[152] bombshells
[152] debunked
[142] buzzfeed
[142] trump
[139] mueller
[139] disputes

Top Words in Tweet in G9:
[97] bank
[78] deutsche
[36] hat
[26] ackermann
[26] kanzleramt
[23] tagesdosis
[23] 19
[23] 1
[23] 2018
[22] lehrstück

Top Words in Tweet in G10:
[90] bank
[88] deutsche
[58] business
[55] german
[29] merger
[26] rival
[24] finance
[23] finding
[23] partner
[23] never

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2335] don,jr
[2120] wikileaks,don
[2089] deutsche,bank
[2089] bombshells,debunked
[2029] debunked,cnn
[1948] russia,bombshells
[1925] cnn,wikileaks
[1924] abc,news
[1919] jr,abc
[1875] michael,flynn

Top Word Pairs in Tweet in G1:
[1851] russia,bombshells
[1851] bombshells,debunked
[1851] debunked,cnn
[1851] wikileaks,don
[1851] don,jr
[1851] jr,abc
[1851] abc,news
[1800] michael,flynn
[1800] flynn,reuters
[1800] reuters,bloomberg

Top Word Pairs in Tweet in G2:
[364] mueller,subpoenaed
[364] subpoenaed,deutsche
[364] mike,flynn
[364] flynn,pled
[364] pled,guilty
[324] deutsche,bank
[317] right,mueller
[317] bank,mike
[317] guilty,trump
[317] trump,discovered

Top Word Pairs in Tweet in G3:
[340] deutsche,bank
[35] bank,tief
[29] u,s
[29] house,investigators
[28] trump,deutsche
[28] bank,links
[28] links,sights
[27] sights,u
[27] s,house
[25] steuerskandal,verstrickt

Top Word Pairs in Tweet in G4:
[273] don,jr
[269] compiled,list
[269] list,worst
[269] worst,media
[269] media,screwups
[269] screwups,comes
[269] comes,russia
[269] russia,1
[269] 1,cnn
[269] cnn,accuses

Top Word Pairs in Tweet in G5:
[170] deutsche,bank
[90] bank,tief
[90] tief,steuerskandal
[90] steuerskandal,verstrickt
[89] tagesschau,deutsche
[89] verstrickt,deutschebank
[89] deutschebank,steuerskandal
[29] cnn,wikileaks
[28] wikileaks,don
[26] pjackson_nl,realdonaldtrump

Top Word Pairs in Tweet in G6:
[166] intelligence,committee
[166] committee,financial
[166] financial,services
[166] services,committee
[166] committee,poised
[166] poised,dig
[166] dig,trump's
[166] trump's,ties
[166] ties,deutsche
[166] deutsche,one

Top Word Pairs in Tweet in G7:
[233] banco,españa
[233] españa,frustró
[233] frustró,venta
[233] deutsche,bank
[227] venta,sección
[227] sección,ibérica
[227] ibérica,alemán
[227] alemán,deutsche
[227] bank,banco
[227] banco,juan

Top Word Pairs in Tweet in G8:
[153] don,jr
[152] bombshells,debunked
[152] debunked,cnn
[152] wikileaks,don
[139] mueller,disputes
[139] disputes,buzzfeed
[139] buzzfeed,bombshell
[139] bombshell,anti
[139] anti,trump
[139] trump,bombshells

Top Word Pairs in Tweet in G9:
[78] deutsche,bank
[23] tagesdosis,19
[23] 19,1
[23] 1,2018
[23] 2018,deutsche
[22] bank,lehrstück
[22] lehrstück,banker
[22] banker,moral
[21] bank,tief
[18] da,hat

Top Word Pairs in Tweet in G10:
[87] deutsche,bank
[24] german,finance
[23] finding,merger
[23] merger,partner
[23] partner,deutsche
[23] bank,never
[23] never,going
[23] going,easy
[23] easy,now
[23] now,players

Top Replied-To
Top Replied-To in Entire Graph:
@tagesschau
@realdonaldtrump
@maddowblog
@marcozanni86
@deutschebankes
@treasonstickers
@business
@randomuserstuff
@luca_fantuzzi
@danweidner1

Top Replied-To in G2:
@danweidner1
@saradannerdukic
@pilastr

Top Replied-To in G5:
@tagesschau
@realdonaldtrump
@mannheimgirls
@speakerpelosi
@pjackson_nl
@realjameswoods
@owningtheleft
@webfashioner
@hollygolytlee
@rhodandragon

Top Replied-To in G6:
@maddowblog
@deep_state1
@momsthoughts
@politicususa
@girlbrainpower
@patsyresists
@dsamuelsohn
@joyannreid

Top Replied-To in G8:
@simonmarksfsn
@neal_katyal

Top Replied-To in G10:
@business

Top Mentioned
Top Mentioned in Entire Graph:
@realsaavedra
@saradannerdukic
@cajunchick25
@cocando
@maddowblog
@breakingnlive
@tagesschau
@rockprincess818
@realdonaldtrump
@politicususa

Top Mentioned in G1:
@realsaavedra

Top Mentioned in G2:
@saradannerdukic
@ninaandtito
@stephaniefishm4
@karolcummins
@hotmess2018
@jmarkgilbert
@kingscountyping
@paulkrugman
@lincolnsbible

Top Mentioned in G3:
@contractspy
@gregorxxxsamsa
@wiggerl2008
@eyeafricatv
@pattirod55
@4pawshop

Top Mentioned in G4:
@cajunchick25
@realsaavedra

Top Mentioned in G5:
@tagesschau
@realdonaldtrump
@deutschebank
@steph93065
@pjackson_nl
@whistleirl
@wdrinvestigativ
@financialnews
@pierrebri
@potus

Top Mentioned in G6:
@maddowblog
@politicususa
@dearauntcrabby
@andyleighton8
@joyannreid
@momsthoughts
@saradannerdukic
@adamsflafan
@politicussarah
@pkelpe

Top Mentioned in G7:
@cocando
@jfernandeznupa

Top Mentioned in G8:
@breakingnlive
@realsaavedra
@cajunchick25
@kellyannepolls
@simonmarksfsn

Top Mentioned in G9:
@youtube
@alexcobb_
@schickgerhard
@balelt41
@teamkenfm
@hdberretz
@erikvandijk
@csalewski
@faz_finanzen
@xrpyoda

Top Mentioned in G10:
@business
@schuldensuehner
@markets
@morgfair
@economics
@anti_digest
@businessinsider
@maddowblog
@politicususa
@deutschebank

Top Tweeters
Top Tweeters in Entire Graph:
@kratkevijesti
@juanmuriango
@americanbanking
@vaporware
@market_screener
@the_news_diva
@tickerreport
@alerttrade
@allthenewsisnow
@consumerfeed

Top Tweeters in G1:
@juanmuriango
@housecracka
@joefreedomlove
@woitekj
@jtblogs
@mkues65
@blisstabitha
@serafinos
@petefrt
@quicksilver2723

Top Tweeters in G2:
@vedehimajumdar
@jentromans
@beverlynotmypre
@ethomas3915
@mikeymgm1701
@joylladiebnx
@karolcummins
@jodzio
@sunnyblondie
@conniejimjoe

Top Tweeters in G3:
@kratkevijesti
@americanbanking
@vaporware
@market_screener
@tickerreport
@allthenewsisnow
@consumerfeed
@myalliesnews
@dailypoliticaln
@dakotafinancial

Top Tweeters in G4:
@babysgramma
@eavesdropann
@ladyredwave
@harrellryan1
@ouchinagirl
@sofiegeorge
@inittowinit007
@bikerbd
@john_kissmybot
@consmover

Top Tweeters in G5:
@gottalaff
@johnjoechad
@milatrud11
@chatbycc
@lrihendry
@holy_sin
@financialtimes
@nasanasal
@renedamkot
@buzzfeed

Top Tweeters in G6:
@onahunttoday
@adamsflafan
@w55unicorn
@patricklee6669
@ecclesias
@sevenclovers
@bndsnoopy61
@grannynannynews
@valsadie
@coton_luver

Top Tweeters in G7:
@perezguadarrama
@dreamliner1980
@iraidajiron
@richardjro
@silveira2906
@eluin_g8
@liendolauri
@pitoloco2021
@jose_baha
@cookielucky13

Top Tweeters in G8:
@jjmac55
@della1946
@sonsmary
@_iogan
@amyrose77253769
@mcschweety
@truthsoldierz
@rumijulie
@waywordknight
@njl1980

Top Tweeters in G9:
@pparzival
@dessousandmore
@tinimaus1110
@hdberretz
@liese_mueller
@rhabarbeer
@guenschl
@hackenstad
@kommandomensch
@balelt41

Top Tweeters in G10:
@the_news_diva
@revolution_fr
@businessinsider
@purplegarter1
@tradnews_
@business
@morgfair
@glaciarblue
@crypto_news___
@heatherpeno


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