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Deutsche Bank_2020-08-06_06-28-11.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
August 06, 2020
Short Description:
Deutsche Bank via NodeXL https://bit.ly/2PHquqx
@nothoodlum
@bettemidler
@realdonaldtrump
@rbreich
@cmclymer
@hkrassenstein
@mmpadellan
@barbmcquade
@maddow
@kylegriffin1

Top hashtags:
#consequencesfortrump
#deutschebank
#donsnextcon
#trumpcrimefamily
#breaking

Description:
Description
The graph represents a network of 12,918 Twitter users whose recent tweets contained "Deutsche Bank", 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 Thursday, 06 August 2020 at 14:06 UTC.

The tweets in the network were tweeted over the 4-hour, 15-minute period from Thursday, 06 August 2020 at 09:12 UTC to Thursday, 06 August 2020 at 13:28 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 : 12918
Unique Edges : 24487
Edges With Duplicates : 1934
Total Edges : 26421
Number of Edge Types : 5
Retweet : 16393
MentionsInRetweet : 6355
Replies to : 1424
Tweet : 1205
Mentions : 1044
Self-Loops : 1245
Reciprocated Vertex Pair Ratio : 0.000784637621309106
Reciprocated Edge Ratio : 0.00156804489560122
Connected Components : 727
Single-Vertex Connected Components : 515
Maximum Vertices in a Connected Component : 11637
Maximum Edges in a Connected Component : 25052
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.167683
Graph Density : 0.000145233954857231
Modularity : 0.639612
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 12,918 Twitter users whose recent tweets contained "Deutsche Bank", 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 Thursday, 06 August 2020 at 14:06 UTC.

The tweets in the network were tweeted over the 4-hour, 15-minute period from Thursday, 06 August 2020 at 09:12 UTC to Thursday, 06 August 2020 at 13:28 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Deutsche Bank
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2859] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html
[1343] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html?referringSource=articleShare
[601] https://twitter.com/davidenrich/status/1291137697013207041
[466] https://www.theguardian.com/business/2020/aug/05/deutsche-bank-donald-trump-financial-records-new-york
[250] https://www.dailymail.co.uk/news/article-8598501/New-York-prosecutors-got-Donald-Trumps-records-Deutsche-Bank-widening-probe.html
[247] https://gregolear.substack.com/p/for-trump-deutsche-means-gotcha
[204] https://twitter.com/stephengandel/status/1291150085326278657
[189] https://www.washingtonpost.com/outlook/2019/02/22/if-mueller-is-done-states-could-file-their-own-charges-even-against-trump/
[179] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html?smid=tw-share
[156] https://twitter.com/sarahkendzior/status/1285920002491719681

Top URLs in Tweet in G1:
[215] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html
[155] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html?referringSource=articleShare
[132] https://www.washingtonpost.com/outlook/2019/02/22/if-mueller-is-done-states-could-file-their-own-charges-even-against-trump/
[102] https://www.theguardian.com/business/2020/aug/05/deutsche-bank-donald-trump-financial-records-new-york
[100] https://www.politicalflare.com/2020/08/nyt-bombshell-deutsche-bank-has-been-cooperating-with-ny-ag-criminal-investigation-of-trump-for-over-a-year/
[85] https://twitter.com/caslernoel/status/1233214915718139904
[38] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html#click=https://t.co/LEsVdg1ZEl
[33] https://twitter.com/davidenrich/status/1291137697013207041
[21] https://www.dailymail.co.uk/news/article-8598501/New-York-prosecutors-got-Donald-Trumps-records-Deutsche-Bank-widening-probe.html
[20] https://www.reuters.com/article/us-usa-trump-idUSKCN24Z26F

Top URLs in Tweet in G2:
[12] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html
[10] https://twitter.com/mmpadellan/status/1291182792534110215
[4] https://www.theguardian.com/business/2020/aug/05/deutsche-bank-donald-trump-financial-records-new-york
[3] https://www.cnn.com/2020/08/05/politics/trump-deutsche-bank-criminal-investigation/
[2] https://www.alternet.org/2020/08/manhattan-da-subpoenaed-trumps-financial-records-from-deutsche-bank-and-got-them/
[2] https://forensicnews.net/2020/01/03/trump-deutsche-bank-loans-underwritten-by-russian-state-owned-bank-whistleblower-told-fbi/
[2] https://www.politicalflare.com/2020/08/nyt-bombshell-deutsche-bank-has-been-cooperating-with-ny-ag-criminal-investigation-of-trump-for-over-a-year/
[2] https://gregolear.substack.com/p/for-trump-deutsche-means-gotcha
[1] https://twitter.com/richardhine/status/1133179609493721088
[1] https://www.dw.com/p/3gUrz?maca=en-Twitter-sharing

Top URLs in Tweet in G3:
[27] https://www.theguardian.com/business/2020/aug/05/deutsche-bank-donald-trump-financial-records-new-york
[10] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html
[9] https://www.businessinsider.com/anthony-kennedy-son-loaned-president-trump-over-a-billion-dollars-2018-6
[7] https://www.thedailybeast.com/deutsche-bank-turns-over-trumps-finances-in-response-to-ny-district-attorney-subpoena-nyt
[7] https://www.youtube.com/watch?v=Thcfgt-o4DM&feature=youtu.be

[6] https://www.youtube.com/watch?v=gMyY4Z8nKK0&feature=youtu.be

[6] https://www.fark.com/go/10907455
[5] https://twitter.com/rbreich/status/1291187613475287041
[4] https://www.newsweek.com/2017/12/29/donald-trump-russia-secret-deutsche-bank-753780.html
[3] https://gregolear.substack.com/p/for-trump-deutsche-means-gotcha

Top URLs in Tweet in G4:
[16] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html?referringSource=articleShare
[16] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html?smid=tw-share
[14] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html
[12] https://twitter.com/maddow/status/1291139829493891072
[9] https://twitter.com/kaitlancollins/status/1291143767559409664
[8] https://www.foxbusiness.com/politics/deutsche-bank-complying-with-probe-into-trump-report
[5] https://gregolear.substack.com/p/for-trump-deutsche-means-gotcha
[4] https://www.theguardian.com/business/2020/aug/05/deutsche-bank-donald-trump-financial-records-new-york
[3] https://twitter.com/stephengandel/status/1291150085326278657
[3] https://www.politicalflare.com/2020/08/nyt-bombshell-deutsche-bank-has-been-cooperating-with-ny-ag-criminal-investigation-of-trump-for-over-a-year/

Top URLs in Tweet in G5:
[708] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html
[123] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html?referringSource=articleShare
[36] https://twitter.com/davidenrich/status/1291137697013207041
[25] https://gregolear.substack.com/p/for-trump-deutsche-means-gotcha
[17] https://twitter.com/stephengandel/status/1291150085326278657
[16] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.
[14] https://twitter.com/Delavegalaw/status/1291190419167092739
[10] https://www.theguardian.com/business/2020/aug/05/deutsche-bank-donald-trump-financial-records-new-york
[10] https://www.washingtonpost.com/outlook/2019/02/22/if-mueller-is-done-states-could-file-their-own-charges-even-against-trump/
[10] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html?smid=tw-share

Top URLs in Tweet in G6:
[26] https://nymag.com/intelligencer/2020/08/deutsche-bank-gave-trumps-records-to-da-vance-report.html
[22] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html
[17] https://www.dw.com/p/3gUrz?maca=en-Twitter-sharing
[9] https://www.politicususa.com/2020/08/05/ny-prosecutors-subpoena-deutsche-bank-as-part-of-criminal-investigation-into-trumps-business-practices.html
[9] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html?referringSource=articleShare
[9] https://www.theguardian.com/business/2020/aug/05/deutsche-bank-donald-trump-financial-records-new-york?CMP=share_btn_tw
[5] https://www.thedailybeast.com/deutsche-bank-turns-over-trumps-finances-in-response-to-ny-district-attorney-subpoena-nyt
[4] https://www.washingtonpost.com/outlook/2019/02/22/if-mueller-is-done-states-could-file-their-own-charges-even-against-trump/
[4] http://www.syracuse.com/
[3] https://www.huffpost.com/entry/trump-deutsche-bank-subpoena_n_5f2b9c43c5b6e96a22add75c?ncid=engmodushpmg00000004

Top URLs in Tweet in G7:
[32] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html
[9] https://www.theguardian.com/business/2020/aug/05/deutsche-bank-donald-trump-financial-records-new-york
[7] https://www.theguardian.com/business/2020/aug/05/deutsche-bank-donald-trump-financial-records-new-york?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1596680332
[7] https://www.theguardian.com/business/2020/aug/05/deutsche-bank-donald-trump-financial-records-new-york?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1596696004
[4] https://gregolear.substack.com/p/for-trump-deutsche-means-gotcha
[4] https://id.handelsblatt.com/login?service=https%3A%2F%2Fwww.handelsblatt.com%2Ffinanzen%2Fbanken-versicherungen%2Fmedienbericht-deutsche-bank-uebermittelte-trumps-finanzunterlagen-an-die-new-yorker-staatsanwaltschaft%2F26070492.html&gateway=true
[3] https://twitter.com/nytimes/status/1291137177791926272
[3] https://www.washingtonpost.com/outlook/2019/02/22/if-mueller-is-done-states-could-file-their-own-charges-even-against-trump/
[2] https://nymag.com/intelligencer/2020/08/deutsche-bank-gave-trumps-records-to-da-vance-report.html
[2] https://twitter.com/kyledcheney/status/1291138603289116674

Top URLs in Tweet in G8:
[140] https://twitter.com/sarahkendzior/status/1285920002491719681
[119] https://gregolear.substack.com/p/for-trump-deutsche-means-gotcha
[71] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html
[51] https://www.patreon.com/posts/american-gestapo-39579643
[22] https://twitter.com/saradannerdukic/status/1091874660818534400
[20] https://twitter.com/davidenrich/status/1291137697013207041
[20] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html?referringSource=articleShare
[13] https://lawandcrime.com/high-profile/former-deutsche-bank-executive-who-oversaw-trumps-loans-dies-by-suicide/
[11] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html?smid=tw-share
[7] https://www.wsj.com/articles/deutsche-bank-in-late-2016-raced-to-shed-loan-it-made-to-russian-bank-vtb-11549147289

Top URLs in Tweet in G9:
[102] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html
[18] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html?referringSource=articleShare
[13] https://twitter.com/davidenrich/status/1291137697013207041
[12] https://www.haaretz.com/us-news/trump-s-deutsche-bank-records-under-spotlight-as-ny-prosecutor-s-subpoena-revealed-1.9051492
[5] https://www.businessinsider.com/new-york-prosecutors-subpoena-deutsche-bank-trump-probe-2020-8
[3] https://www.syracuse.com/state/2020/08/ny-ag-letitia-james-to-make-major-announcement-after-deutsche-bank-turns-over-trump-finances.html
[2] https://twitter.com/stephengandel/status/1291150085326278657
[2] https://gregolear.substack.com/p/for-trump-deutsche-means-gotcha
[2] https://www.politicalflare.com/2020/08/nyt-bombshell-deutsche-bank-has-been-cooperating-with-ny-ag-criminal-investigation-of-trump-for-over-a-year/
[2] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html#click=https://t.co/LEsVdg1ZEl

Top URLs in Tweet in G10:
[417] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html
[46] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html?action=click&module=Top%20Stories&pgtype=Homepage
[18] https://www.dailymail.co.uk/news/article-8598501/New-York-prosecutors-got-Donald-Trumps-records-Deutsche-Bank-widening-probe.html
[6] https://www.thedailybeast.com/deutsche-bank-turns-over-trumps-finances-in-response-to-ny-district-attorney-subpoena-nyt
[5] https://www.instagram.com/p/CDiy3rSg8s2/?igshid=nh6r37l0a0px
[5] https://ryanguillorysr.tumblr.com/post/625693587506642944/deutsche-bank-hands-over-donald-trumps-financial#_=_
[5] https://www.thedailybeast.com/deutsche-bank-turns-over-trumps-finances-in-response-to-ny-district-attorney-subpoena-nyt?via=twitter_page
[5] https://www.cnbc.com/2020/07/07/jeffrey-epstein-case-deutsche-bank-fined-150-million-penalty-for-relationship.html
[4] https://www.nytimes.com/2020/08/05/nyregion/trump-taxes-vance-deutsche-bank.html?smid=tw-share
[3] https://forensicnews.net/2020/01/21/russian-government-bank-deposited-500-million-into-deutsche-bank-subsidiary-as-it-lent-to-trump/

Top Domains
Top Domains in Tweet in Entire Graph:
[4725] nytimes.com
[1496] twitter.com
[591] theguardian.com
[485] bloomberg.com
[308] co.uk
[248] thedailybeast.com
[247] substack.com
[235] trib.al
[196] washingtonpost.com
[145] politicalflare.com

Top Domains in Tweet in G1:
[456] nytimes.com
[189] twitter.com
[133] washingtonpost.com
[110] theguardian.com
[100] politicalflare.com
[35] bloomberg.com
[25] co.uk
[21] thedailybeast.com
[20] reuters.com
[19] substack.com

Top Domains in Tweet in G2:
[14] twitter.com
[14] nytimes.com
[4] theguardian.com
[3] bloomberg.com
[3] cnn.com
[2] syracuse.com
[2] alternet.org
[2] thedailybeast.com
[2] forensicnews.net
[2] politicalflare.com

Top Domains in Tweet in G3:
[27] theguardian.com
[18] nytimes.com
[13] youtube.com
[12] twitter.com
[9] businessinsider.com
[7] newsweek.com
[7] thedailybeast.com
[6] fark.com
[5] bloomberg.com
[3] substack.com

Top Domains in Tweet in G4:
[47] nytimes.com
[31] twitter.com
[8] foxbusiness.com
[5] substack.com
[4] theguardian.com
[3] politicalflare.com
[3] bloomberg.com
[2] thedailybeast.com
[2] syracuse.com
[2] washingtonpost.com

Top Domains in Tweet in G5:
[875] nytimes.com
[93] twitter.com
[26] bloomberg.com
[25] substack.com
[13] theguardian.com
[10] washingtonpost.com
[10] cnn.com
[7] thedailybeast.com
[4] dw.com
[4] syracuse.com

Top Domains in Tweet in G6:
[34] nytimes.com
[26] nymag.com
[17] dw.com
[12] bloomberg.com
[9] politicususa.com
[9] theguardian.com
[7] syracuse.com
[6] twitter.com
[6] thedailybeast.com
[4] washingtonpost.com

Top Domains in Tweet in G7:
[34] nytimes.com
[32] bloomberg.com
[23] theguardian.com
[9] twitter.com
[4] substack.com
[4] handelsblatt.com
[3] washingtonpost.com
[2] nymag.com
[1] nationalmemo.com
[1] forensicnews.net

Top Domains in Tweet in G8:
[209] twitter.com
[121] nytimes.com
[119] substack.com
[51] patreon.com
[22] bloomberg.com
[13] lawandcrime.com
[8] forensicnews.net
[7] wsj.com
[6] theguardian.com
[5] co.uk

Top Domains in Tweet in G9:
[124] nytimes.com
[18] twitter.com
[12] bloomberg.com
[12] haaretz.com
[5] businessinsider.com
[3] syracuse.com
[2] substack.com
[2] politicalflare.com
[2] theguardian.com
[2] nationalmemo.com

Top Domains in Tweet in G10:
[472] nytimes.com
[18] co.uk
[13] thedailybeast.com
[7] twitter.com
[6] bloomberg.com
[5] instagram.com
[5] tumblr.com
[5] cnbc.com
[3] forensicnews.net
[3] thehill.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[663] consequencesfortrump
[222] deutschebank
[174] donsnextcon
[141] trumpcrimefamily
[104] breaking
[100] trump
[86] throwbackthursday
[55] smartnews
[54] chainlink
[31] clintonfoundation



Top Hashtags in Tweet in G1:
[263] consequencesfortrump
[71] trumpcrimefamily
[24] deutschebank
[20] republicansagainsttrump
[19] donsnextcon
[19] christiansagainsttrump
[19] veteransagainsttrump
[14] trump
[12] gtcblue
[9] breaking

Top Hashtags in Tweet in G2:
[10] morningjoe
[4] consequencesfortrump
[2] trumpcrimefamily
[1] throwbackthursday
[1] smartnews
[1] deutschebank
[1] gtcblue

Top Hashtags in Tweet in G3:
[5] consequencesfortrump
[3] smartnews
[2] throwbackthursday
[1] deutschebank
[1] trumpisanationaldisgrace

Top Hashtags in Tweet in G4:
[6] consequencesfortrump
[4] deutschebank
[3] donsnextcon
[3] resist
[1] breaking
[1] trumpcrimefamily
[1] gtcblue
[1] onev1
[1] freshtweets
[1] trumpislosing

Top Hashtags in Tweet in G5:
[31] consequencesfortrump
[15] deutschebank
[12] trump
[4] trumpcrimefamily
[4] cyrusvance
[3] donsnextcon
[3] throwbackthursday
[3] breaking
[2] wethepeople
[2] letitiajames

Top Hashtags in Tweet in G6:
[53] breaking
[26] trumpcrimefamily
[14] deutschebank
[14] mog
[10] fam46
[6] trump
[4] consequencesfortrump
[1] throwbackthursday

Top Hashtags in Tweet in G7:
[4] consequencesfortrump
[2] trumpcrimefamily
[1] breaking
[1] gtcblue

Top Hashtags in Tweet in G8:
[6] throwbackthursday
[4] trumpcrimefamily
[4] deutschebank
[3] consequencesfortrump
[3] individual1
[2] breaking
[2] donsnextcon
[1] epsteined
[1] trump
[1] octobersurprise

Top Hashtags in Tweet in G9:
[10] consequencesfortrump
[2] trumpsbank
[1] trumprussia
[1] trumptaxes
[1] trump
[1] throwbackthursday
[1] trumpcrimefamily
[1] gtcblue
[1] deutschebank

Top Hashtags in Tweet in G10:
[7] trumpcrimesyndicate
[5] epsteinfiles
[4] consequencesfortrump
[2] breaking
[1] deutschebank
[1] trumprussia

Top Words
Top Words in Tweet in Entire Graph:
[21493] bank
[17279] deutsche
[14281] trump
[7721] records
[5235] prosecutors
[5168] complied
[4717] ny
[4287] subpoena
[4096] manhattan
[3874] criminal

Top Words in Tweet in G1:
[2446] bank
[2190] deutsche
[1502] trump
[885] ny
[727] records
[679] realdonaldtrump
[592] complied
[552] ag
[532] subpoena
[471] prosecutors

Top Words in Tweet in G2:
[1649] tomorrow
[1041] bank
[970] deutsche
[956] trump
[877] records
[841] make
[834] manhattan
[831] day
[830] announcement
[827] major

Top Words in Tweet in G3:
[2398] bank
[1633] trump
[929] deutsche
[800] records
[792] prosecutors
[779] criminal
[764] complied
[750] over
[749] billion
[736] subpoenaed

Top Words in Tweet in G4:
[1091] trump
[953] bank
[896] deutsche
[524] subpoena
[517] complied
[499] prosecutors
[496] criminal
[490] investigation
[473] ny
[455] breaking

Top Words in Tweet in G5:
[1576] bank
[1473] deutsche
[900] records
[822] complied
[772] prosecutors
[753] breaking
[723] subpoenaed
[716] ny
[687] documents
[676] materials

Top Words in Tweet in G6:
[1034] ny
[981] announcement
[961] bank
[921] trump
[823] deutsche
[541] manhattan
[524] over
[514] huge
[497] attorney
[493] day

Top Words in Tweet in G7:
[1051] right
[826] bank
[793] trump
[765] deutsche
[532] anything
[528] emails
[527] far
[527] months
[526] news
[525] clearly

Top Words in Tweet in G8:
[989] bank
[949] deutsche
[570] trump
[263] money
[205] investigation
[193] gaslitnation
[171] criminal
[170] records
[162] trump's
[136] ex

Top Words in Tweet in G9:
[953] bank
[800] deutsche
[664] trump
[362] complied
[347] subpoena
[265] records
[263] those
[261] donald
[247] soon
[244] feds

Top Words in Tweet in G10:
[698] bank
[643] deutsche
[533] records
[463] complied
[441] subpoena
[441] financial
[439] manhattan
[438] breaking
[413] trump's
[402] tik

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16869] deutsche,bank
[5000] bank,complied
[2956] complied,subpoena
[2056] bank,records
[1931] prosecutors,subpoenaed
[1905] financial,records
[1897] ny,prosecutors
[1730] criminal,investigation
[1617] breaking,deutsche
[1515] announcement,tomorrow

Top Word Pairs in Tweet in G1:
[2101] deutsche,bank
[537] bank,complied
[509] ny,ag
[327] complied,subpoena
[245] investigation,trump
[234] ny,prosecutors
[196] criminal,investigation
[190] trump,financial
[169] financial,records
[156] records,deutsche

Top Word Pairs in Tweet in G2:
[969] deutsche,bank
[826] bank,records
[824] make,major
[824] major,announcement
[823] announcement,tomorrow
[822] subpoenaing,donnie
[822] donnie,deutsche
[822] records,manhattan
[822] manhattan,set
[822] set,make

Top Word Pairs in Tweet in G3:
[921] deutsche,bank
[764] bank,complied
[738] trump,billion
[729] criminal,probe
[729] probe,trump
[728] bank,lent
[728] lent,trump
[728] billion,over
[728] over,past
[728] past,decades

Top Word Pairs in Tweet in G4:
[892] deutsche,bank
[502] bank,complied
[486] complied,subpoena
[461] prosecutors,criminal
[452] ny,prosecutors
[452] criminal,investigation
[443] breaking,deutsche
[442] subpoena,surrendered
[442] surrendered,trump
[442] trump,financials

Top Word Pairs in Tweet in G5:
[1358] deutsche,bank
[799] bank,complied
[637] prosecutors,subpoenaed
[623] ny,prosecutors
[622] benprotess,wrashbaum
[622] wrashbaum,benweisernyt
[622] benweisernyt,kirstendanis
[594] breaking,ny
[587] extensive,documents
[587] documents,materials

Top Word Pairs in Tweet in G6:
[822] deutsche,bank
[476] over,trump's
[474] bank,handed
[474] handed,over
[470] letitia,james
[469] attorney,general
[468] announcement,today
[467] ny,attorney
[464] 11,30
[463] breaking,ny

Top Word Pairs in Tweet in G7:
[761] deutsche,bank
[525] news,deutsche
[525] bank,clearly
[525] clearly,far
[525] far,much
[525] much,worse
[525] worse,anything
[525] anything,perceived
[525] perceived,constant
[525] constant,media

Top Word Pairs in Tweet in G8:
[882] deutsche,bank
[122] piece,deutsche
[119] re,upping
[119] upping,piece
[119] bank,money
[119] money,launderer
[119] launderer,chief
[92] bank,complied
[88] last,year
[77] sarahkendzior,andreachalupa

Top Word Pairs in Tweet in G9:
[795] deutsche,bank
[362] bank,complied
[331] complied,subpoena
[254] donald,trump
[243] feds,popped
[243] popped,ghislaine
[243] ghislaine,maxwell
[243] maxwell,cell
[242] soon,feds
[242] cell,deutsche

Top Word Pairs in Tweet in G10:
[640] deutsche,bank
[460] bank,complied
[436] financial,records
[432] complied,subpoena
[423] breaking,deutsche
[404] trump's,financial
[402] subpoena,manhattan
[402] manhattan,trump's
[402] records,tik
[402] tik,tok

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@stephengandel
@davidenrich
@rbreich
@mmpadellan
@neal_katyal
@teapainusa
@maddow
@duty2warn
@capehartj

Top Replied-To in G1:
@realdonaldtrump
@stephengandel
@tmcuseocuseo
@gopchairwoman
@donaldjtrumpjr
@whitehouse
@tomfitton
@dbongino
@foxnews
@paulsperry_

Top Replied-To in G2:
@rudygiuliani
@bettemidler
@taproompolitics
@sexcounseling
@eileenmariesar1
@beaumontschlitz
@davidenrich
@frank_schaeffer

Top Replied-To in G3:
@rbreich
@maryltrump
@nothoodlum
@realdonaldtrump
@asktoconsider
@jcjax13
@murphy20151

Top Replied-To in G4:
@viewsfordays
@nothoodlum
@realdonaldtrump
@micahmclean35

Top Replied-To in G5:
@davidenrich
@dimbiddy
@eisingerj
@deutschebank
@cmclymer
@cupcakewilliam6
@danielsgoldman
@malinablue
@erictrump
@newyorkstateag

Top Replied-To in G6:
@repsforbiden
@fbcensorshipsux
@realdonaldtrump
@hkrassenstein
@ajb_powell

Top Replied-To in G7:
@cmclymer
@ida_skibenes
@bradheath
@jrs10111
@stephengandel
@geolrobinson
@chrisdjackson
@travisjewell8
@ktb_1213
@girlsreallyrule

Top Replied-To in G8:
@davidenrich
@duty2warn
@elienyc
@ericgarland
@djsandwiches
@janeworld1
@tribelaw
@saradannerdukic
@redpainter1
@jonsteingart

Top Replied-To in G9:
@funder
@rschooley
@realdonaldtrump
@pinkfly23
@pacodarko
@sschumane
@thetweetofdc

Top Replied-To in G10:
@realdonaldtrump
@mmpadellan
@cspanwj
@sikverchic
@murray_nyc
@nothoodlum
@treeranch
@libby4adime
@scottmstedman
@doggintrump

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@benprotess
@wrashbaum
@benweisernyt
@kirstendanis
@deutschebank
@gaslitnation
@aweissmann_
@nytimes
@meidastouch

Top Mentioned in G1:
@realdonaldtrump
@robertjdenault
@tuckercarlson
@deutschebank
@benprotess
@wrashbaum
@benweisernyt
@kirstendanis
@gaslitnation
@helenarmstrong5

Top Mentioned in G2:
@rudygiuliani
@hardhouz13
@zaptrapped
@sunterra1014
@jocmaxedout
@realdonaldtrump

Top Mentioned in G3:
@youtube
@realdonaldtrump
@margarethenzig
@bobmagaw
@fireonshakedwn1
@muddyinpb
@gaslitnation
@rbreich
@msnbc
@jcjax13

Top Mentioned in G4:
@nothoodlum
@meidastouch
@realdonaldtrump
@deutschebank
@benprotess
@wrashbaum
@benweisernyt
@kirstendanis
@tuckercarlson
@nytimes

Top Mentioned in G5:
@benprotess
@wrashbaum
@benweisernyt
@kirstendanis
@realdonaldtrump
@deutschebank
@manhattanda
@davidenrich
@googlenews
@kingkathy11

Top Mentioned in G6:
@politicususa
@huffpostpol
@booboonyc
@hkrassenstein

Top Mentioned in G7:
@gaslitnation
@manhattanda
@patriotlady9
@prayingmedic
@superfamousbabe
@actualjackryan
@liberal__af
@stephengandel
@bklynfletchiv
@nothoodlum

Top Mentioned in G8:
@gaslitnation
@sarahkendzior
@andreachalupa
@realdonaldtrump
@deutschebank
@benprotess
@wrashbaum
@benweisernyt
@kirstendanis
@manhattanda

Top Mentioned in G9:
@tndesjarlais
@realdonaldtrump
@themaxburns
@deutschebank
@benprotess
@wrashbaum
@benweisernyt
@kirstendanis
@brandonstraka
@asharangappa_

Top Mentioned in G10:
@maddow
@mmpadellan
@hkrassenstein
@realdonaldtrump
@ejeancarroll
@thedailybeast
@pearlee_az
@jo_dukepjdillon
@anthonywhitetx
@theriseofrod

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@oldlady12345
@barntiques859
@marshawright
@marcodacostafx
@monicasloves
@jacekwierzbicki
@cagney1991
@ez4u2say_janis
@mckbirdbks

Top Tweeters in G1:
@joni_looking
@thehill
@britonanddane
@justwhatnowwhy
@monakinkcurlz
@solusnan1
@wise_diva
@jorge_c_ny
@journeyproducti
@njdoc

Top Tweeters in G2:
@oldlady12345
@mckbirdbks
@wrikent3500
@chuddles11
@mrcoollooking75
@eykis
@nikitakitty
@pushandpulljlm
@mikereesem
@carrybeyond

Top Tweeters in G3:
@lechatnoire4
@darrellpmwest
@grannynannynews
@on_bender
@sabulosaa
@wcsek
@jax6655
@mhduff61
@lovealaska1105
@marti431uew

Top Tweeters in G4:
@docrocktex26
@gift2usa
@trumpgot2go
@ginou1010
@merlingyr
@apauckland
@mortgageconsult
@winetast3r
@shesoshysti
@cmadmax

Top Tweeters in G5:
@ez4u2say_janis
@allchanges
@rcrockett
@billnigh
@atwitisborn
@briangrnotabot
@edgeoforever
@joanpennnative
@amazingchevvolt
@riseupabove

Top Tweeters in G6:
@mog7546
@actdontreact
@24baseballreed
@familygrowing1
@lindakws1
@rileyruson
@mosesdiditbest
@a35362
@heroesofmine
@huffpostpol

Top Tweeters in G7:
@lisakbromley
@guardian
@wechoosewisdom
@jcr914
@ollieglanvill
@skrbelly1
@glpiman
@ethomas3915
@squirrely007
@jersey_craig

Top Tweeters in G8:
@_silversmith
@blogdiva
@miss_placed_
@sueglashauser
@penneyewart
@teckiegirl
@msochubbard
@morr_1980
@suepeac
@lltwing

Top Tweeters in G9:
@inspiteoftrump
@jasonlopezii
@geostompx
@adekleine
@skepmi
@rosenthalellery
@princepetty415
@brendaoncats
@bernardmceldown
@edwardarowe1

Top Tweeters in G10:
@reuters
@maryalicebisho2
@cathyjoegpt
@mimi_x4
@spooney35
@barbb0925
@rose_bellamy
@cykelly1718
@leslie17debbie
@nupe117


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