fruman, Twitter, 11/23/2019 8:28:19 PM, 217110


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fruman_2019-11-23_08-21-11.xlsx
fruman_2019-11-23_08-21-11.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 23, 2019
Short Description:
fruman via NodeXL http://bit.ly/37yjRyr
@sethabramson
@funder
@rudygiuliani
@rbreich
@vickypjward
@cnn
@simonwdc
@karascannell
@emptywheel
@katiephang

Top hashtags:
#ukraine
#naftogaz
#pa01
#parnas
#fruman
#impeachmenthearings
#giuliani
#firtash
#trump
#levparnas

Description:
Description
The graph represents a network of 14,434 Twitter users whose recent tweets contained "fruman", 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 Saturday, 23 November 2019 at 19:03 UTC.

The tweets in the network were tweeted over the 2-day, 4-hour, 58-minute period from Thursday, 21 November 2019 at 11:23 UTC to Saturday, 23 November 2019 at 16:21 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 : 14434
Unique Edges : 26231
Edges With Duplicates : 3310
Total Edges : 29541
Self-Loops : 639
Reciprocated Vertex Pair Ratio : 0.00236284427379458
Reciprocated Edge Ratio : 0.00471454880294659
Connected Components : 296
Single-Vertex Connected Components : 184
Maximum Vertices in a Connected Component : 13845
Maximum Edges in a Connected Component : 28882
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.804459
Graph Density : 0.000130324636220739
Modularity : 0.690469
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 14,434 Twitter users whose recent tweets contained "fruman", 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 Saturday, 23 November 2019 at 19:03 UTC.

The tweets in the network were tweeted over the 2-day, 4-hour, 58-minute period from Thursday, 21 November 2019 at 11:23 UTC to Saturday, 23 November 2019 at 16:21 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 : fruman
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[322] https://twitter.com/saracarterdc/status/1197897779445669888
[71] https://www.cnn.com/2019/11/22/politics/giuliani-associate-igor-fruman-divorce-finances-invs/index.html
[51] https://twitter.com/olgaNYC1211/status/1195524032558448640?s=19
[28] https://thehill.com/regulation/court-battles/471683-igor-fruman-says-he-made-300000-political-donations-to-jump-start
[22] https://www.thedailybeast.com/feds-subpoena-trump-fundraisers-in-lev-parnas-igor-fruman-investigation
[20] https://c-span.org/video/?466378-1/impeachment-inquiry-hearing-eu-ambassador-gordon-sondland&start=13470
[19] https://trib.al/ewjanMI
[18] https://time.com/5737518/ukraine-naftogaz-ceo-preparing-giuliani-probe-testimony/
[16] https://www.thedailybeast.com/lev-parnas-helped-rep-devin-nunes-investigations
[15] http://www.msn.com/en-us/news/politics/igor-fruman-divorce-hearing-testimony-sheds-light-on-campaign-donations/ar-BBXbiUp?ocid=st

Top URLs in Tweet in G1:
[10] https://threadreaderapp.com/thread/1197703246950928384.html
[2] https://amp.cnn.com/cnn/2019/10/17/politics/parnas-fruman-perry-naftogaz/index.html
[1] https://www.cnn.com/2019/11/15/politics/parnas-trump-special-mission-ukraine/index.html
[1] https://www.americanoversight.org/document/complaint-american-oversight-v-state-agency-records-regarding-giuliani-volker-parnas-and-fruman
[1] https://amp.cnn.com/cnn/2019/11/22/politics/giuliani-associate-igor-fruman-divorce-finances-invs/index.html?__twitter_impression=true
[1] https://thehill.com/regulation/court-battles/471683-igor-fruman-says-he-made-300000-political-donations-to-jump-start#.Xdg8FQCFBAM.twitter
[1] https://www.thedailybeast.com/feds-subpoena-trump-fundraisers-in-lev-parnas-igor-fruman-investigation

Top URLs in Tweet in G2:
[15] https://trib.al/ewjanMI
[7] https://www.wsj.com/articles/a-businessmans-second-act-upends-giulianis-ukraine-work-for-trump-11574356632
[6] https://www.reuters.com/article/us-usa-trump-whistleblower-giuliani-excl/exclusive-trump-lawyer-giuliani-was-paid-500000-to-consult-on-indicted-associates-firm-idUSKBN1WU07Z
[6] https://twitter.com/saracarterdc/status/1197897779445669888
[4] https://threadreaderapp.com/thread/1197855412953010178.html
[3] http://nymag.com/intelligencer/2019/11/trump-parnas-fruman-giuliani-ukraine-scandal-impeachment.html
[2] https://www.cnn.com/2019/11/22/politics/giuliani-associate-igor-fruman-divorce-finances-invs/index.html
[2] https://www.cnn.com/2019/11/20/politics/subpoena-trump-fundraisers-giuliani/index.html
[2] https://threadreaderapp.com/thread/1195528462846636032.html
[2] https://twitter.com/olgaNYC1211/status/1195524032558448640?s=19

Top URLs in Tweet in G3:
[3] https://www.cnn.com/2019/11/22/politics/giuliani-associate-igor-fruman-divorce-finances-invs/index.html
[1] https://time.com/5737518/ukraine-naftogaz-ceo-preparing-giuliani-probe-testimony/
[1] https://twitter.com/saracarterdc/status/1197897779445669888
[1] https://www.wsj.com/articles/a-businessmans-second-act-upends-giulianis-ukraine-work-for-trump-11574356632
[1] https://www.thedailybeast.com/lev-parnas-helped-rep-devin-nunes-investigations?source=articles&via=rss
[1] https://trib.al/ewjanMI
[1] https://www.thedailybeast.com/feds-subpoena-trump-fundraisers-in-lev-parnas-igor-fruman-investigation?via=twitter_page

Top URLs in Tweet in G4:
[6] https://time.com/5737518/ukraine-naftogaz-ceo-preparing-giuliani-probe-testimony/
[6] https://www.cnn.com/2019/11/22/politics/giuliani-associate-igor-fruman-divorce-finances-invs/index.html
[5] https://twitter.com/saracarterdc/status/1197897779445669888
[4] https://www.orlandosentinel.com/politics/os-ne-desantis-parnas-fruman-20191115-ex5bvk6ezfavxgksokpnjoldty-story.html
[4] https://www.thedailybeast.com/feds-subpoena-trump-fundraisers-in-lev-parnas-igor-fruman-investigation?source=twitter&via=desktop
[3] https://www.nytimes.com/2019/11/20/us/politics/trump-fund-raisers-subpoenaed.html
[3] https://www.thedailybeast.com/feds-subpoena-trump-fundraisers-in-lev-parnas-igor-fruman-investigation?source=twitter&via=mobile
[2] https://www.thedailybeast.com/the-alleged-russian-mobsters-in-trump-worlds-orbit-a-dirty-dozen
[2] https://www.cnn.com/2019/10/23/politics/parnas-fruman-hustle-profit-access-giuliani/index.html
[2] https://www.buzzfeednews.com/article/zoetillman/lev-parnas-igor-fruman-arrested-giuliani-ukraine

Top URLs in Tweet in G5:
[299] https://twitter.com/saracarterdc/status/1197897779445669888
[7] https://www.cnn.com/2019/11/22/politics/giuliani-associate-igor-fruman-divorce-finances-invs/index.html
[5] https://twitter.com/olgaNYC1211/status/1195524032558448640?s=19
[4] https://www.nbcnews.com/politics/trump-impeachment-inquiry/ukrainian-oligarch-firtash-linked-giuliani-pals-gas-deals-biden-dirt-n1067516
[2] https://time.com/5737518/ukraine-naftogaz-ceo-preparing-giuliani-probe-testimony/
[2] https://www.nytimes.com/2019/11/20/us/politics/trump-fund-raisers-subpoenaed.html
[2] https://www.fec.gov/data/receipts/individual-contributions/?contributor_name=fruman%2C+igor&contributor_name=furman%2C+igor&contributor_name=parnas%2C+lev
[2] https://apple.news/AxcZzIYymQCGz4QmasO6R4A
[2] https://twitter.com/mkraju/status/1197645784424030215
[1] https://www.cnn.com/2019/11/15/politics/parnas-trump-special-mission-ukraine/index.html

Top URLs in Tweet in G6:
[17] https://c-span.org/video/?466378-1/impeachment-inquiry-hearing-eu-ambassador-gordon-sondland&start=13470
[10] https://www.cnn.com/2019/11/22/politics/giuliani-associate-igor-fruman-divorce-finances-invs/index.html
[9] https://www.thedailybeast.com/lev-parnas-helped-rep-devin-nunes-investigations
[7] https://twitter.com/saracarterdc/status/1197897779445669888
[6] https://www.cnn.com/2019/10/10/politics/kevin-mccarthy-returning-donations-giuliani-parnas-fruman/index.html
[5] https://www.justice.gov/usao-sdny/pr/lev-parnas-and-igor-fruman-charged-conspiring-violate-straw-and-foreign-donor-bans
[4] https://www.cnn.com/2019/10/17/politics/parnas-fruman-perry-naftogaz/index.html
[4] https://www.thedailybeast.com/feds-subpoena-trump-fundraisers-in-lev-parnas-igor-fruman-investigation
[3] https://twitter.com/IndivisibleMich/status/1186374402683871234?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1186374402683871234&ref_url=https%3A%2F%2Fwww.eclectablog.com%2F2019%2F10%2Fjohn-james-and-other-michigan-gop-connections-to-indicted-ukrainian-criminals-lev-parnas-igor-fruman-raise-questions.html
[3] https://fortune.com/2019/10/07/naftogaz-trump-associates-mixing-politics-and-profits-ukraine-scandal-impeachment-news/amp/

Top URLs in Tweet in G7:
[2] https://www.thedailybeast.com/giulianis-ukraine-henchmen-lev-parnas-and-igor-fruman-arrested-on-campaign-finance-charge
[1] https://twitter.com/AdamParkhomenko/status/1196994413618176000
[1] https://twitter.com/maddow/status/1198024223157084165

Top URLs in Tweet in G8:
[11] https://thehill.com/regulation/court-battles/471683-igor-fruman-says-he-made-300000-political-donations-to-jump-start#.Xdg2FVaXfpU.twitter
[3] https://amp.cnn.com/cnn/2019/11/20/politics/subpoena-trump-fundraisers-giuliani/index.html
[2] https://twitter.com/SimonWDC/status/1197855412953010178
[2] https://www.cbsnews.com/news/giuliani-associates-arrested-prosecutors-announce-charges-against-lev-parnas-igor-fruman-today-2019-10-10/
[2] https://threadreaderapp.com/thread/1197855412953010178.html
[1] https://www.buzzfeednews.com/article/emaoconnor/lev-parnas-igor-fruman-plea-giuliani-impeachment-trump
[1] https://twitter.com/cmarinucci/status/1197510992298532865
[1] https://www.justice.gov/usao-sdny/pr/lev-parnas-and-igor-fruman-charged-conspiring-violate-straw-and-foreign-donor-bans
[1] https://twitter.com/SimonWDC/status/1196844155495997441
[1] https://twitter.com/saracarterdc/status/1197897779445669888

Top URLs in Tweet in G9:
[3] https://twitter.com/SimonWDC/status/1197855412953010178
[2] https://twitter.com/olgaNYC1211/status/1195524032558448640?s=19
[2] https://www.thedailybeast.com/lev-parnas-helped-rep-devin-nunes-investigations
[1] https://twitter.com/GeoffRBennett/status/1198072934201466881
[1] https://twitter.com/jentaub/status/1198084880820789248
[1] https://c-span.org/video/?466378-1/impeachment-inquiry-hearing-eu-ambassador-gordon-sondland&start=13470
[1] https://trib.al/tQccZM4
[1] https://www.tampabay.com/florida-politics/buzz/2019/10/18/ron-desantis-downplayed-ties-to-giuliani-associates-then-we-found-them-hugging/
[1] https://apnews.com/196b3007d9db4747b55f9019f0f9da91
[1] https://www.cnn.com/2019/11/15/politics/parnas-trump-special-mission-ukraine/index.html

Top URLs in Tweet in G10:
[10] https://www.thedailybeast.com/feds-subpoena-trump-fundraisers-in-lev-parnas-igor-fruman-investigation
[2] https://twitter.com/VickyPJWard/status/1197566220867964929
[2] https://www.ctinsider.com/politics/ctpost/article/CT-congressional-candidate-in-Trump-s-inner-14852723.php
[2] https://www.kyivpost.com/ukraine-politics/2-ukrainian-prosecutors-concoct-wild-conspiracy-theories-that-drive-trumps-foreign-policy.html
[1] https://twitter.com/weareoversight/status/1198082758926651392
[1] https://www.axios.com/ceo-of-ukrainian-state-gas-firm-willing-to-talk-to-investigators-in-giuliani-probe-2359e27f-83c6-4d26-9720-4bff3ab8facf.html
[1] https://threadreaderapp.com/thread/1197703246950928384.html

Top Domains
Top Domains in Tweet in Entire Graph:
[572] twitter.com
[135] cnn.com
[75] thedailybeast.com
[46] thehill.com
[29] trib.al
[25] time.com
[23] threadreaderapp.com
[22] nytimes.com
[21] c-span.org
[16] msn.com

Top Domains in Tweet in G1:
[10] threadreaderapp.com
[4] cnn.com
[1] americanoversight.org
[1] thehill.com
[1] thedailybeast.com

Top Domains in Tweet in G2:
[18] twitter.com
[18] trib.al
[13] wsj.com
[9] threadreaderapp.com
[8] cnn.com
[6] reuters.com
[3] nymag.com
[2] nytimes.com
[1] spotify.com
[1] courtlistener.com

Top Domains in Tweet in G3:
[3] cnn.com
[2] thedailybeast.com
[1] time.com
[1] twitter.com
[1] wsj.com
[1] trib.al

Top Domains in Tweet in G4:
[24] twitter.com
[16] thedailybeast.com
[12] cnn.com
[6] time.com
[5] nytimes.com
[4] buzzfeednews.com
[4] orlandosentinel.com
[3] tampabay.com
[2] outline.com
[2] washingtonpost.com

Top Domains in Tweet in G5:
[309] twitter.com
[10] cnn.com
[5] nbcnews.com
[3] nytimes.com
[3] fec.gov
[2] time.com
[2] apple.news
[1] haaretz.com
[1] apnews.com
[1] thedailybeast.com

Top Domains in Tweet in G6:
[56] twitter.com
[23] cnn.com
[18] c-span.org
[14] thedailybeast.com
[5] justice.gov
[4] google.com
[3] time.com
[3] apnews.com
[3] nymag.com
[3] fortune.com

Top Domains in Tweet in G7:
[2] twitter.com
[2] thedailybeast.com

Top Domains in Tweet in G8:
[12] thehill.com
[5] twitter.com
[4] cnn.com
[3] cbsnews.com
[2] threadreaderapp.com
[1] buzzfeednews.com
[1] justice.gov
[1] nytimes.com
[1] thedailybeast.com
[1] trib.al

Top Domains in Tweet in G9:
[11] twitter.com
[3] thedailybeast.com
[2] cnn.com
[1] c-span.org
[1] trib.al
[1] tampabay.com
[1] apnews.com
[1] washingtonpost.com
[1] wsj.com
[1] americanoversight.org

Top Domains in Tweet in G10:
[10] thedailybeast.com
[3] twitter.com
[2] ctinsider.com
[2] kyivpost.com
[1] axios.com
[1] threadreaderapp.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[833] ukraine
[826] naftogaz
[83] pa01
[80] parnas
[77] fruman
[72] impeachmenthearings
[23] giuliani
[13] firtash
[10] trump
[10] levparnas



Top Hashtags in Tweet in G2:
[7] ukraine
[7] naftogaz
[4] liberals
[4] conservatives
[4] republicans
[4] democrats
[3] religiousfreedom
[2] republican
[2] democrat
[1] amjoy

Top Hashtags in Tweet in G3:
[1] bahahahaha
[1] suckstobeyoutraitors
[1] naftogaz
[1] turboatom
[1] levparnas
[1] ukraine

Top Hashtags in Tweet in G4:
[27] ukraine
[25] naftogaz
[3] maddow
[3] impeachmenthearings
[2] parnas
[2] fruman
[2] ukrainegate
[2] flapol
[2] quidproquo
[1] firtash

Top Hashtags in Tweet in G5:
[752] ukraine
[751] naftogaz
[5] ukrainegate
[4] nunesparnas
[4] parnas
[3] devinnunesgotcaught
[3] fruman
[2] giulianicriminalassociates
[2] igorfruman
[2] levparnas

Top Hashtags in Tweet in G6:
[83] pa01
[61] impeachmenthearings
[48] fruman
[47] parnas
[12] ukraine
[9] firtash
[9] naftogaz
[8] igor
[7] giuliani
[6] rudygiuliani

Top Hashtags in Tweet in G7:
[1] muellerinvestigation
[1] rudycolludy

Top Hashtags in Tweet in G8:
[1] impeachmenthearings
[1] impeachinghearing

Top Hashtags in Tweet in G9:
[7] ukraine
[7] naftogaz
[2] giuliani
[2] impeachmenthearings
[2] breaking

Top Hashtags in Tweet in G10:
[2] theresistance
[2] theygotcaught
[2] parnas
[2] fruman
[2] moneylaundering

Top Words
Top Words in Tweet in Entire Graph:
[14835] Words in Sentiment List#1: Positive
[11614] Words in Sentiment List#2: Negative
[46] Words in Sentiment List#3: Angry/Violent
[615109] Non-categorized Words
[641558] Total Words
[17596] fruman
[17117] parnas
[8574] ukraine
[8305] giuliani
[7525] fact

Top Words in Tweet in G1:
[5563] joe
[5555] biden
[5554] ukraine
[5552] fact
[3659] trump
[3394] parnas
[3393] fruman
[3377] firtash
[3106] putin
[3104] manafort

Top Words in Tweet in G2:
[2502] fruman
[2272] parnas
[1984] giuliani
[1910] igor
[1754] new
[1707] lev
[1553] federal
[1547] associates
[1543] prosecutors
[1540] part

Top Words in Tweet in G3:
[1964] fruman
[1958] parnas
[1847] rudy
[1843] igor
[1839] lev
[1825] video
[1708] giuliani
[1669] indicted
[1666] found
[1666] appears

Top Words in Tweet in G4:
[2134] fruman
[2101] parnas
[1211] giuliani
[1110] shokin
[993] vienna
[738] hannity
[581] fact
[514] way
[479] rudy
[477] trump

Top Words in Tweet in G5:
[2138] parnas
[2046] fruman
[1471] rudygiuliani
[1276] igor
[1243] lev
[1024] rudy
[955] connected
[878] prosecutors
[794] both
[789] everything

Top Words in Tweet in G6:
[1102] fruman
[1006] parnas
[403] trump
[374] igor
[356] giuliani
[324] lev
[283] repbrianfitz
[257] ukraine
[208] rudy
[202] #fruman

Top Words in Tweet in G7:
[1376] michael
[817] parnas
[816] fruman
[752] manafort
[737] lev
[737] igor
[697] state
[688] mike
[688] pompeo
[688] resign

Top Words in Tweet in G8:
[838] fruman
[830] parnas
[814] trump
[559] ukraine
[493] nunes
[458] criminal
[457] rudy
[456] already
[439] 1
[431] everyone

Top Words in Tweet in G9:
[542] fruman
[458] parnas
[385] needs
[333] rudy
[319] nunes
[215] trump's
[215] part
[214] trump
[204] repadamschiff
[198] impeachment

Top Words in Tweet in G10:
[454] fruman
[448] parnas
[384] giuliani
[333] note
[329] pompeo
[324] new
[324] several
[307] oval
[304] direct
[300] links

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8885] parnas,fruman
[7135] igor,fruman
[7135] joe,biden
[6743] lev,parnas
[6366] parnas,igor
[4027] firtash,manafort
[4026] manafort,putin
[3729] fruman,firtash
[3717] putin,russian
[3668] team,trump

Top Word Pairs in Tweet in G1:
[5553] joe,biden
[3113] parnas,fruman
[3102] firtash,manafort
[3102] manafort,putin
[2781] note,fact
[2781] fact,team
[2781] team,trump
[2781] trump,america
[2781] america,focused
[2781] focused,joe

Top Word Pairs in Tweet in G2:
[1910] igor,fruman
[1706] lev,parnas
[1686] parnas,igor
[1546] giuliani,associates
[1515] federal,prosecutors
[1502] associates,lev
[1500] investigation,giuliani
[1497] part,investigation
[1486] new,federal
[1478] prosecutors,ny

Top Word Pairs in Tweet in G3:
[1842] igor,fruman
[1839] lev,parnas
[1685] rudy,giuliani
[1680] parnas,igor
[1666] found,video
[1666] video,rudy
[1666] giuliani,appears
[1666] appears,indicted
[1666] indicted,ukrainians
[1666] ukrainians,lev

Top Word Pairs in Tweet in G4:
[1676] parnas,fruman
[375] way,vienna
[373] fruman,way
[367] ryanlizza,patriot_paragon
[365] patriot_paragon,giuliani
[365] giuliani,tried
[365] tried,shokin
[365] shokin,here
[365] here,visa
[365] visa,denied

Top Word Pairs in Tweet in G5:
[1249] igor,fruman
[1238] lev,parnas
[1225] parnas,igor
[789] everything,connected
[785] asked,whether
[785] both,everything
[776] give,prosecutors
[760] rudygiuliani,asked
[755] #ukrainegate,henchmen
[755] henchmen,lev

Top Word Pairs in Tweet in G6:
[599] parnas,fruman
[339] igor,fruman
[299] lev,parnas
[230] parnas,igor
[133] anti,corruption
[133] #parnas,#fruman
[104] stationed,kyiv
[104] joe,biden
[101] command,anti
[101] corruption,unit

Top Word Pairs in Tweet in G7:
[737] lev,parnas
[737] igor,fruman
[735] parnas,igor
[688] mike,pompeo
[688] pompeo,resign
[688] resign,sec
[688] sec,state
[688] state,seek
[688] seek,become
[688] become,junior

Top Word Pairs in Tweet in G8:
[426] parallel,criminal
[426] criminal,track
[426] direct,connections
[426] connections,trump
[426] trump,rudy
[426] rudy,nunes
[410] fruman,parnas
[402] 1,sure
[402] sure,political
[402] political,washington

Top Word Pairs in Tweet in G9:
[351] parnas,fruman
[281] fruman,nunes
[195] rudy,parnas
[190] impeachment,drama
[190] drama,still
[190] still,needs
[190] needs,tipping
[190] tipping,point
[190] point,talking
[190] talking,trump's

Top Word Pairs in Tweet in G10:
[385] parnas,fruman
[307] pompeo,oval
[300] new,direct
[300] direct,links
[300] links,between
[300] between,giuliani
[300] giuliani,pompeo
[300] oval,office
[300] office,note
[300] note,names

Top Replied-To
Top Replied-To in Entire Graph:
@ryanlizza
@rudygiuliani
@realdonaldtrump
@thehill
@truefactsstated
@gopleader
@scottmstedman
@minggao26
@costareports
@lindseygrahamsc

Top Replied-To in G1:
@sethabramson
@rudygiuliani
@urocklive1

Top Replied-To in G2:
@bigheartedguy
@ignatiuspost
@emmatscott
@ryanlizza
@jeremyrjenkins
@vickypjward
@repwalberg
@truefactsstated
@agsbee
@eriemom

Top Replied-To in G3:
@jacobradkins
@kingmanmarie39
@ericgarland
@truefactsstated
@mumbles757

Top Replied-To in G4:
@ryanlizza
@peterwelch
@rvawonk
@maddow
@ericgarland
@truefactsstated
@nbcnews
@herculesmullig8
@lrozen
@joshtpm

Top Replied-To in G5:
@rudygiuliani
@minggao26
@ryanlizza
@justinhendrix
@selectedwisdom
@fred_guttenberg
@laurachapin
@gopleader
@amcreynolds82
@grtseeker

Top Replied-To in G6:
@realdonaldtrump
@truefactsstated
@gopleader
@scottmstedman
@rudygiuliani
@costareports
@lindseygrahamsc
@woodruffbets
@devinnunes
@buxmontnews

Top Replied-To in G7:
@ericgarland
@crazycatkid

Top Replied-To in G8:
@steveschmidtses
@mollyjongfast
@hdevreij

Top Replied-To in G9:
@shustry
@kylegriffin1
@ryanlizza
@tannerbreitwis1
@djrothkopf
@repadamschiff
@harrygod
@musicinnyc
@deadlinewh
@wjhenn

Top Replied-To in G10:
@emiliemunson
@saradannerdukic
@boudicathe
@repmarkmeadows

Top Mentioned
Top Mentioned in Entire Graph:
@cnn
@karascannell
@rudygiuliani
@patriot_paragon
@repadamschiff
@repbrianfitz
@fbi
@eorden
@scottglovercnn
@devinnunes

Top Mentioned in G1:
@sethabramson
@cnn
@karascannell

Top Mentioned in G2:
@cnn
@karascannell
@eorden
@scottglovercnn
@rebeccadobrien
@georgikantchev
@sam_vinograd
@eliehonig
@rudygiuliani
@simonwdc

Top Mentioned in G3:
@rudygiuliani
@realdonaldtrump
@devinnunes
@cecomp
@thedailybeast
@lindseygrahamsc
@harrisonjaime

Top Mentioned in G4:
@patriot_paragon
@cnn
@karascannell
@rudygiuliani
@congressmanraja
@thedailybeast
@kcarruthers
@tigerknowz
@maddow
@truefactsstated

Top Mentioned in G5:
@rudygiuliani
@fbi
@cnn
@karascannell
@americafirstpac
@patriot_paragon
@kris_sacrebleu
@realdonaldtrump
@sencorygardner
@mrprman1101

Top Mentioned in G6:
@repbrianfitz
@devinnunes
@rudygiuliani
@realdonaldtrump
@houseforeigngop
@gopleader
@jim_jordan
@repstefanik
@housegop
@repchrisstewart

Top Mentioned in G7:
@harambe_fren

Top Mentioned in G8:
@cnn
@karascannell
@simonwdc
@rudygiuliani
@gopleader
@frankfigliuzzi1
@fahrenthold
@opensecretsdc

Top Mentioned in G9:
@repadamschiff
@time
@cnn
@karascannell
@rudygiuliani
@kylegriffin1
@patriot_paragon
@joycewhitevance
@houseintel
@repcummings

Top Mentioned in G10:
@cnn
@karascannell
@emiliemunson
@angelno32
@saradannerdukic
@sethabramson

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@alerttrade
@the_news_diva
@marcodacostafx
@s9tmt
@cloudwanderer3
@solutioneer72
@joleonbusby
@ez4u2say_janis

Top Tweeters in G1:
@cindy_52s
@yarosisnancy
@marieproia
@allchanges
@lindacollins11
@c_coolidge
@jeannie_hartley
@gregmroscoe
@teram323tere
@castonchris

Top Tweeters in G2:
@missb62
@cloudwanderer3
@joleonbusby
@argojournal
@backstorymom1
@threadreaderapp
@metaquest
@kstreet111
@grandpooba5440
@lisakbromley

Top Tweeters in G3:
@cberrl
@afaduln2
@ecclesias
@davidpsdem
@mvwinall
@michelejeanson1
@jailingtrump
@nasty_woman2
@mayread3
@redz041

Top Tweeters in G4:
@rjber15
@gottalaff
@washumom
@bannerite
@thereal_rebel
@talkintou
@rachel_mcrea
@padakitty
@b1e56df9ce6549f
@politicalbee

Top Tweeters in G5:
@phillip92321
@debilu2
@inspiteoftrump
@onahunttoday
@cheezwitham
@kenkircher1
@pas5974
@rcrockett
@1loriking
@princessbravato

Top Tweeters in G6:
@britpoptarts
@ggg_says
@russelltim151
@netminnow
@wildwillow65
@huffpost
@business
@carlyinnj
@janet_yackle
@rcastle06

Top Tweeters in G7:
@lehimesa
@willseattle
@carolmaewy
@tyberzannxxxx
@mdjacksondallas
@xinco
@msochubbard
@braden_rose
@natricer
@deansherrys

Top Tweeters in G8:
@s9tmt
@roblwilson
@bkindngood
@_silversmith
@sophialamar1
@miss_placed_
@kingscuprun27
@sba1211
@cnbsnana
@curiocat13

Top Tweeters in G9:
@homegypsy
@sherrikuczeryk
@hijcp
@newyorker2212
@markfromhalsey
@rrnunez
@gwydion620
@hester_hen
@ethomas3915
@lkjtexas

Top Tweeters in G10:
@stockguy61
@rowast
@vedehimajumdar
@anthonybourque
@mapocoloco
@tadrow
@k810mt
@amyayers16
@knittingknots
@akeleven