Impeach Trump, Twitter, 4/22/2019 7:39:41 PM, 194560
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Impeach Trump_2019-04-22_10-06-42.xlsx
Impeach Trump_2019-04-22_10-06-42.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
April 22, 2019
Short Description:
Impeach Trump via NodeXL http://bit.ly/2Viygv9
@krassenstein
@realdonaldtrump
@charlesmblow
@mmpadellan
@funder
@speakerpelosi
@edkrassen
@mcspocky
@realcandaceo
@ddale8

Top hashtags:
#impeachdonaldtrump
#impeachtrump
#impeachmentnow
#democrat
#impeach
#witchhunt

Description:
Description
The graph represents a network of 13,331 Twitter users whose recent tweets contained "Impeach Trump", 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 Monday, 22 April 2019 at 18:22 UTC.

The tweets in the network were tweeted over the 2-hour, 39-minute period from Monday, 22 April 2019 at 14:27 UTC to Monday, 22 April 2019 at 17:06 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 : 13331
Unique Edges : 22086
Edges With Duplicates : 2234
Total Edges : 24320
Self-Loops : 1446
Reciprocated Vertex Pair Ratio : 0.000961846745751844
Reciprocated Edge Ratio : 0.00192184497117233
Connected Components : 914
Single-Vertex Connected Components : 632
Maximum Vertices in a Connected Component : 11896
Maximum Edges in a Connected Component : 22907
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.269204
Graph Density : 0.000122981011549489
Modularity : 0.65091
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1063] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[402] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[183] https://trib.al/rui5ssv
[116] https://twitter.com/DavidCayJ/status/1120346970827182081
[91] https://twitter.com/viet_t_nguyen/status/1120341866551971845
[89] https://twitter.com/derekcressman/status/1119675425389600768
[66] https://townhall.com/columnists/kurtschlichter/2019/04/22/come-on-democrats-impeach-trump-n2545109?utm_source=thdaily&utm_medium=email&utm_campaign=nl&newsletterad=04/22/2019&bcid=00639a1dcfe04d84ff125029db200cc7&recip=24095013
[62] https://www.chicagotribune.com/news/opinion/huppke/ct-met-mueller-trump-impeachment-democrats-huppke-20190421-story.html
[38] http://act.democracyforamerica.com/sign/impeach-trump-mueller/
[35] https://www.rawstory.com/2019/04/george-conway-endorses-call-harvard-law-expert-impeach-donald-trump-time-come/#.XLyhYQ5_WwE.twitter

Top URLs in Tweet in G1:
[41] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[15] https://slate.com/news-and-politics/2019/04/mueller-report-trump-unfit-impeach.html
[8] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[7] https://twitter.com/derekcressman/status/1119675425389600768
[5] https://twitter.com/DavidCayJ/status/1120346970827182081
[2] https://twitter.com/viet_t_nguyen/status/1120341866551971845
[2] https://www.rawstory.com/2019/04/george-conway-endorses-call-harvard-law-expert-impeach-donald-trump-time-come/#.XLyhYQ5_WwE.twitter
[2] https://lawandcrime.com/politics/thats-obstruction-of-justice-mueller-report-shows-trump-broke-law-says-former-prosecutor/
[1] http://act.democracyforamerica.com/sign/impeach-trump-mueller/
[1] https://twitter.com/JohnnyfromCA/status/1120355570601603072

Top URLs in Tweet in G2:
[339] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[117] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[83] https://twitter.com/DavidCayJ/status/1120346970827182081
[77] https://twitter.com/viet_t_nguyen/status/1120341866551971845
[46] https://twitter.com/derekcressman/status/1119675425389600768
[6] https://www.dailymail.co.uk/news/article-6947497/My-warning-petulant-Veruca-Salt-liberals-screaming-impeach-President-Trump.html
[6] https://www.breitbart.com/politics/2019/04/22/never-trumper-max-boot-impeach-scoundrel-trump-to-leave-permanent-stain-on-presidency/
[5] https://www.mediaite.com/a/bbzwr
[4] https://www.chicagotribune.com/news/opinion/huppke/ct-met-mueller-trump-impeachment-democrats-huppke-20190421-story.html
[3] https://twitter.com/krassenstein/status/1120284197048999941

Top URLs in Tweet in G3:
[639] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[181] https://trib.al/rui5ssv
[28] https://www.rawstory.com/2019/04/george-conway-endorses-call-harvard-law-expert-impeach-donald-trump-time-come/#.XLyhYQ5_WwE.twitter
[24] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[20] https://www.salon.com/2019/04/10/heres-why-we-must-impeach-donald-trump-in-fact-its-more-urgent-than-ever/
[16] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html?smid=nytcore-ios-share
[14] https://www.youtube.com/watch?v=FZbyvuSLGpQ&feature=youtu.be

[13] https://twitter.com/derekcressman/status/1119675425389600768
[8] https://twitter.com/DavidCayJ/status/1120346970827182081
[5] https://www.rawstory.com/2019/04/cant-impeach-trump-angrily-denies-mueller-report-turned-evidence-crimes/#.XL3S14Up7C4.twitter

Top URLs in Tweet in G4:
[49] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[9] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[6] https://twitter.com/DavidCayJ/status/1120346970827182081
[5] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html?smid=nytcore-ios-share
[5] https://www.politico.com/story/2019/04/22/trump-impeachment-democrats-1285298
[5] https://twitter.com/derekcressman/status/1119675425389600768
[3] https://www.mediaite.com/a/bbzwr
[2] https://washingtonpress.com/2019/04/19/kellyannes-husband-just-demanded-congress-impeach-cancer-trump-in-brutal-op-ed/
[2] https://twitter.com/ReeferClippings/status/1120327247427072000
[2] https://www.chicagotribune.com/news/opinion/huppke/ct-met-mueller-trump-impeachment-democrats-huppke-20190421-story.html

Top URLs in Tweet in G5:
[25] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[4] https://twitter.com/derekcressman/status/1119675425389600768
[4] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[4] https://twitter.com/DavidCayJ/status/1120346970827182081
[2] https://twitter.com/mcspocky/status/1120303156653486080
[1] https://twitter.com/MysterySolvent/status/1120171604640714753
[1] https://twitter.com/Bellatrixx2020/status/1120324564121202688
[1] https://www.philly.com/columnists/attytood/trump-impeach-mueller-report-end-presidency-20190419.html
[1] https://www.cbsnews.com/news/president-trump-sues-elijah-cummings-house-oversight-committee-chair-to-block-subpoenas-for-tax-returns-financial/
[1] https://twitter.com/sullydish/status/1119275916809707520

Top URLs in Tweet in G6:
[42] https://www.chicagotribune.com/news/opinion/huppke/ct-met-mueller-trump-impeachment-democrats-huppke-20190421-story.html
[37] http://act.democracyforamerica.com/sign/impeach-trump-mueller/
[8] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[4] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[3] https://twitter.com/DavidCayJ/status/1120346970827182081
[2] https://washingtonpress.com/2019/04/19/kellyannes-husband-just-demanded-congress-impeach-cancer-trump-in-brutal-op-ed/
[2] https://twitter.com/viet_t_nguyen/status/1120341866551971845
[2] https://twitter.com/derekcressman/status/1119675425389600768
[1] https://twitter.com/tribelaw/status/1120053376316846086
[1] https://www.rawstory.com/2019/04/george-conway-endorses-call-harvard-law-expert-impeach-donald-trump-time-come/#.XLyhYQ5_WwE.twitter

Top URLs in Tweet in G7:
[98] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[18] https://www.cnbc.com/2019/04/22/trump-says-after-mueller-report-you-cant-impeach-democrats-committed-crimes.html
[14] https://apple.news/AFGAmMf3ySW2aXLg0yMUi2Q
[9] https://townhall.com/columnists/kurtschlichter/2019/04/22/come-on-democrats-impeach-trump-n2545109
[8] https://www.politico.com/story/2019/04/22/trump-impeachment-democrats-1285298
[7] https://www.washingtonpost.com/opinions/2019/04/22/impeach-trump-heres-how-when/
[6] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[6] https://www.breitbart.com/politics/2019/04/22/never-trumper-max-boot-impeach-scoundrel-trump-to-leave-permanent-stain-on-presidency/
[6] https://www.dailymail.co.uk/news/article-6947497/My-warning-petulant-Veruca-Salt-liberals-screaming-impeach-President-Trump.html
[5] https://www.nationalreview.com/the-morning-jolt/democrats-if-you-try-to-impeach-trump-dont-say-you-werent-warned/

Top URLs in Tweet in G8:
[27] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[5] https://twitter.com/derekcressman/status/1119675425389600768
[5] https://www.politico.com/story/2019/04/22/trump-impeachment-democrats-1285298
[3] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[2] https://twitter.com/realDonaldTrump/status/1120323291443539969
[1] https://twitter.com/RepAdamSchiff/status/1120037726156357633
[1] https://twitter.com/Trumpnado2016/status/1120117820564692992
[1] https://twitter.com/Mel4Justice/status/1120336296772157440
[1] https://twitter.com/kris_sacrebleu/status/1120327764052037632
[1] https://twitter.com/mcspocky/status/1120303156653486080

Top URLs in Tweet in G9:
[64] https://townhall.com/columnists/kurtschlichter/2019/04/22/come-on-democrats-impeach-trump-n2545109?utm_source=thdaily&utm_medium=email&utm_campaign=nl&newsletterad=04/22/2019&bcid=00639a1dcfe04d84ff125029db200cc7&recip=24095013
[17] https://www.westernjournal.com/hermancain/president-charles-logan-ok-fine-know-cant-impeach-trump/?utm_source=twitter&utm_medium=thenewvoice&utm_content=2019-04-22
[8] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[5] https://townhall.com/columnists/kurtschlichter/2019/04/22/come-on-democrats-impeach-trump-n2545109?220
[4] https://twitter.com/geraldorivera/status/1120304598114349057
[3] https://trib.al/qZInIFa
[3] https://www.politico.com/story/2019/04/22/trump-impeachment-democrats-1285298
[3] https://townhall.com/columnists/kurtschlichter/2019/04/22/come-on-democrats-impeach-trump-n2545109
[2] https://twitter.com/jimgeraghty/status/1120326430250942469
[2] https://twitter.com/ejdionne/status/1120121018671149057

Top URLs in Tweet in G10:
[9] https://thebulwark.com/should-congress-impeach-trump-definitely-maybe/
[4] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[3] https://www.rawstory.com/2019/04/george-conway-endorses-call-harvard-law-expert-impeach-donald-trump-time-come/
[3] https://twitter.com/derekcressman/status/1119675425389600768
[3] http://nymag.com/intelligencer/2019/04/barring-impeachment-democrats-could-still-censure-trump.html?utm_source=tw
[2] https://www.rawstory.com/2019/04/house-oversight-chair-elijah-cummings-history-will-smile-upon-people-impeach-donald-trump/
[1] https://twitter.com/viet_t_nguyen/status/1120341866551971845
[1] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[1] https://www.rawstory.com/2019/04/heres-house-democrats-can-expose-trump-children-even-theyre-not-willing-impeach/
[1] https://www.rawstory.com/2019/04/cant-impeach-trump-angrily-denies-mueller-report-turned-evidence-crimes/

Top Domains
Top Domains in Tweet in Entire Graph:
[1125] nytimes.com
[531] twitter.com
[408] theatlantic.com
[229] trib.al
[114] rawstory.com
[93] townhall.com
[65] chicagotribune.com
[40] youtube.com
[40] washingtonpost.com
[38] democracyforamerica.com

Top Domains in Tweet in G1:
[42] nytimes.com
[23] twitter.com
[15] slate.com
[8] theatlantic.com
[3] lawandcrime.com
[2] rawstory.com
[1] democracyforamerica.com
[1] politico.com
[1] townhall.com
[1] usatoday.com

Top Domains in Tweet in G2:
[339] theatlantic.com
[227] twitter.com
[120] nytimes.com
[7] co.uk
[6] breitbart.com
[5] mediaite.com
[4] rawstory.com
[4] chicagotribune.com
[3] thedailybeast.com
[3] washingtonpost.com

Top Domains in Tweet in G3:
[662] nytimes.com
[186] trib.al
[62] twitter.com
[42] rawstory.com
[26] theatlantic.com
[20] salon.com
[14] youtube.com
[5] pleasecutthecrap.com
[3] washingtonpost.com
[2] nymag.com

Top Domains in Tweet in G4:
[55] nytimes.com
[29] twitter.com
[10] theatlantic.com
[5] politico.com
[4] cnbc.com
[4] trib.al
[4] rawstory.com
[3] youtube.com
[3] mediaite.com
[2] washingtonpress.com

Top Domains in Tweet in G5:
[25] nytimes.com
[14] twitter.com
[4] theatlantic.com
[1] philly.com
[1] cbsnews.com
[1] vimeo.com
[1] rawstory.com
[1] rollcall.com

Top Domains in Tweet in G6:
[42] chicagotribune.com
[37] democracyforamerica.com
[9] twitter.com
[8] nytimes.com
[4] theatlantic.com
[2] washingtonpress.com
[1] rawstory.com
[1] thedcpatriot.com
[1] pscp.tv
[1] newsweek.com

Top Domains in Tweet in G7:
[111] nytimes.com
[73] twitter.com
[23] apple.news
[20] cnbc.com
[19] washingtonpost.com
[17] townhall.com
[16] rawstory.com
[10] co.uk
[9] politico.com
[8] breitbart.com

Top Domains in Tweet in G8:
[30] nytimes.com
[19] twitter.com
[5] politico.com
[3] theatlantic.com
[1] msn.com
[1] readersupportednews.org
[1] chicagotribune.com
[1] rawstory.com

Top Domains in Tweet in G9:
[72] townhall.com
[17] westernjournal.com
[10] twitter.com
[9] nytimes.com
[4] politico.com
[3] trib.al
[1] usatoday.com
[1] cnn.com
[1] hallicasser-jayne.com
[1] threadreaderapp.com

Top Domains in Tweet in G10:
[10] thebulwark.com
[7] rawstory.com
[4] twitter.com
[4] nytimes.com
[3] nymag.com
[1] theatlantic.com
[1] newsweek.com
[1] washingtonpost.com
[1] msn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1206] impeachdonaldtrump
[310] impeachtrump
[147] impeachmentnow
[132] democrat
[131] impeach
[127] witchhunt
[89] muellerreport
[86] trump
[68] impeachment
[64] impeachthemf



Top Hashtags in Tweet in G1:
[25] impeachthemf
[20] impeachdonaldtrump
[8] impeachment
[6] impeach
[6] impeachtrump
[6] impeachmentnow
[6] muellerreport
[4] obstructionofjustice
[2] impeachmenthearingsnow
[2] impeachtrumpnow

Top Hashtags in Tweet in G2:
[965] impeachdonaldtrump
[69] impeachtrump
[45] impeach
[27] muellerreport
[27] impeachtrumpnow
[23] impeachmentnow
[20] crookedhillary
[18] impeachthemf
[14] impeach45
[12] helsinki

Top Hashtags in Tweet in G3:
[89] impeachdonaldtrump
[74] impeachtrump
[64] impeachmentnow
[40] impeach
[31] impeachment
[24] trump
[22] muellerreport
[18] america
[12] impeachtrumpnow
[12] mondaythoughts

Top Hashtags in Tweet in G4:
[27] impeachtrump
[25] impeachdonaldtrump
[17] trump
[10] impeach
[8] impeachmentnow
[7] impeachment
[5] timetoimpeach
[5] muellerreport
[4] gop
[4] getout

Top Hashtags in Tweet in G5:
[11] impeachdonaldtrump
[8] muellerreport
[7] impeachtrump
[3] mondaymorning
[2] impeachmentnow
[2] impeach
[2] itsuptous
[2] trumppencemustgo
[1] thegrahamrule
[1] impeachhmentnow

Top Hashtags in Tweet in G6:
[14] impeachdonaldtrump
[2] trump
[1] america
[1] impeachtrump
[1] impeachthemf
[1] whyiamademocrat
[1] impeach
[1] russia
[1] republicans
[1] muellerreport

Top Hashtags in Tweet in G7:
[30] impeachtrump
[21] impeachdonaldtrump
[20] trump
[10] impeachmentnow
[9] impeachtrumpnow
[8] impeach
[6] democrats
[5] muellerreport
[5] impeachthemf
[5] theview

Top Hashtags in Tweet in G8:
[63] impeachtrump
[21] impeachmentnow
[10] impeachdonaldtrump
[7] impeach
[6] noexoneration
[2] impeachmenthearingsnow
[2] obstructionofjustice
[2] unethical
[2] greedy
[2] trainingbrasobtrump

Top Hashtags in Tweet in G9:
[3] impeachdonaldtrump
[2] impeachmentnow
[1] caring
[1] impeachment
[1] impeachmenthearingsnow
[1] releasethefullmuellerreport
[1] 25ththe45th
[1] trumpcolluded
[1] thevoicesthevoices
[1] haters

Top Hashtags in Tweet in G10:
[4] p2
[4] ctl
[3] impeachdonaldtrump
[1] impeachmentnow
[1] impeachthemf
[1] mondaymotivation
[1] mondaymorning
[1] impeachtrump
[1] muellerreport

Top Words
Top Words in Tweet in Entire Graph:
[24371] Words in Sentiment List#1: Positive
[26595] Words in Sentiment List#2: Negative
[124] Words in Sentiment List#3: Angry/Violent
[358594] Non-categorized Words
[409562] Total Words
[16326] trump
[14061] impeach
[8572] donald
[3434] trending
[3424] president

Top Words in Tweet in G1:
[2410] trump
[2028] impeach
[1554] krassenstein
[1369] donald
[1362] morning
[932] trending
[890] find
[879] up
[865] twitter
[847] nice

Top Words in Tweet in G2:
[2524] trump
[2499] impeach
[1860] donald
[965] #impeachdonaldtrump
[829] trending
[822] realdonaldtrump
[621] s
[557] need
[438] law
[412] gop

Top Words in Tweet in G3:
[2894] trump
[2476] impeach
[1898] donald
[1039] charlesmblow
[701] trending
[629] president
[583] read
[562] column
[443] nytopinion
[389] know

Top Words in Tweet in G4:
[1596] trump
[1520] impeach
[1023] donald
[741] t
[731] speakerpelosi
[674] s
[653] housedemocrats
[649] time
[637] don
[621] brycetache

Top Words in Tweet in G5:
[787] find
[769] know
[759] president
[738] mmpadellan
[731] fast
[731] out
[731] impeached
[731] same
[731] things
[730] sitting

Top Words in Tweet in G6:
[940] trump
[930] impeach
[676] know
[668] funder
[668] need
[662] democrat
[660] republicans
[656] tells
[656] everything
[98] donald

Top Words in Tweet in G7:
[666] trump
[592] impeach
[230] donald
[149] democrats
[93] president
[84] t
[83] mueller
[77] report
[67] s
[64] impeachment

Top Words in Tweet in G8:
[1221] impeach
[1209] trump
[1084] donald
[481] trending
[436] mcspocky
[383] put
[379] bet
[378] notice
[378] helped
[378] smile

Top Words in Tweet in G9:
[323] trump
[299] impeach
[276] impeachment
[227] proceedings
[157] democrats
[157] cnn
[155] tribelaw
[146] require
[145] claims
[144] here's

Top Words in Tweet in G10:
[353] trump
[290] high
[289] s
[284] whether
[284] crimes
[284] criminal
[283] crime
[283] offenses
[282] regardless
[282] committed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8391] impeach,donald
[8347] donald,trump
[3199] trump,trending
[2740] impeach,trump
[1292] trending,twitter
[1290] waking,up
[1286] realize,trump
[1285] up,morning
[1284] nice,realize
[1284] trump,waking

Top Word Pairs in Tweet in G1:
[1365] impeach,donald
[1327] donald,trump
[925] trump,trending
[847] nice,realize
[847] realize,trump
[847] trump,waking
[847] waking,up
[847] up,morning
[847] morning,find
[847] find,impeach

Top Word Pairs in Tweet in G2:
[1827] impeach,donald
[1757] donald,trump
[720] trump,trending
[376] realdonaldtrump,gop
[374] fox,news
[371] s,really
[371] really,difficult
[371] difficult,decision
[371] decision,realdonaldtrump
[371] gop,lies

Top Word Pairs in Tweet in G3:
[1877] donald,trump
[1855] impeach,donald
[610] trump,trending
[558] read,column
[324] nytopinion,charlesmblow
[282] thanks,twitter
[282] twitter,family
[282] family,impeach
[282] trending,read
[282] column,here

Top Word Pairs in Tweet in G4:
[1018] donald,trump
[1016] impeach,donald
[633] don,t
[626] speakerpelosi,housedemocrats
[618] time,impeach
[616] s,time
[611] trump,don
[610] ok,speakerpelosi
[610] housedemocrats,today
[610] today,expect

Top Word Pairs in Tweet in G5:
[730] know,fast
[730] fast,find
[730] find,out
[730] out,sitting
[730] sitting,president
[730] president,indicted
[730] indicted,impeached
[730] impeached,same
[730] same,things
[729] mmpadellan,know

Top Word Pairs in Tweet in G6:
[767] impeach,trump
[661] trump,democrat
[657] republicans,impeach
[657] need,know
[656] democrat,tells
[656] tells,everything
[656] everything,need
[655] funder,republicans
[97] impeach,donald
[96] donald,trump

Top Word Pairs in Tweet in G7:
[222] donald,trump
[208] impeach,donald
[161] impeach,trump
[67] mueller,report
[36] trump,mueller
[31] t,impeach
[30] 'can't,impeach'
[28] trump,claims
[27] claims,democrats
[25] impeach,'

Top Word Pairs in Tweet in G8:
[1081] impeach,donald
[1050] donald,trump
[479] trump,trending
[378] notice,impeach
[378] trending,helped
[378] helped,put
[378] put,smile
[378] smile,face
[378] face,bet
[378] bet,impeach

Top Word Pairs in Tweet in G9:
[142] here's,reporter
[142] reporter,cnn
[142] cnn,casually
[142] casually,knowing
[142] knowing,impeachment
[142] impeachment,works
[142] works,claims
[142] claims,require
[142] require,20
[141] eddiezipperer,here's

Top Word Pairs in Tweet in G10:
[283] whether,trump
[283] criminal,offenses
[282] regardless,whether
[282] trump,committed
[282] committed,crime
[282] crime,obstruction
[282] obstruction,high
[282] high,crimes
[282] crimes,actual
[282] actual,criminal

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@speakerpelosi
@charlesmblow
@krassenstein
@ewarren
@repadamschiff
@edkrassen
@thehill
@msnbc
@funder

Top Replied-To in G1:
@krassenstein
@edkrassen
@pamkeithfl
@ericswalwell
@realdonaldtrump
@joycewhitevance
@67jewelcdh
@glamelegance
@emrazz
@safetypindaily

Top Replied-To in G2:
@realdonaldtrump
@thehill
@maryderrickart
@breitbartnews
@msnbc
@gopchairwoman
@marklevinshow
@stephenglahn
@krassenstein
@gop

Top Replied-To in G3:
@charlesmblow
@realdonaldtrump
@whiskeymd247365
@nytopinion
@speakerpelosi
@gop
@jrehling
@senwarren
@keithboykin
@mickeefl

Top Replied-To in G4:
@speakerpelosi
@ewarren
@repadamschiff
@joncoopertweets
@senschumer
@brycetache
@repjerrynadler
@chriscuomo
@repcummings
@kamalaharris

Top Replied-To in G5:
@mmpadellan
@shakdaddy3
@nyanna22
@kingsfoil2550
@floridapasshold

Top Replied-To in G6:
@funder
@rashidatlaib
@dfaaction
@mrsrabbitresist
@realdonaldtrump
@thedemcoalition

Top Replied-To in G8:
@jaketapper
@trumpnado2016
@ejdionne
@mcspocky
@smithjjay
@historyjudges
@realdonaldtrump
@crewcrew
@jmartnyt
@realalitweets

Top Replied-To in G9:
@kurtschlichter
@tribelaw
@realdonaldtrump
@politico
@donaldjtrumpjr
@cnn
@bikinimowing
@gtconway3d
@connectedarewe
@hillreporter

Top Replied-To in G10:
@ericajong
@jerrylmassey
@jrubinblogger
@mehitabel1234

Top Mentioned
Top Mentioned in Entire Graph:
@krassenstein
@charlesmblow
@mmpadellan
@realdonaldtrump
@funder
@speakerpelosi
@housedemocrats
@edkrassen
@brycetache
@mcspocky

Top Mentioned in G1:
@krassenstein
@edkrassen
@realdonaldtrump
@funder
@mmpadellan
@charlesmblow
@nicoxw1
@pamkeithfl
@puddincusp

Top Mentioned in G2:
@realdonaldtrump
@proudresister
@gop
@adamforalabama
@shellbell_xo
@thedailyedge
@krassenstein
@funder
@tc_tourkakis
@ramz67

Top Mentioned in G3:
@charlesmblow
@nytopinion
@realdonaldtrump
@keithboykin
@krassenstein
@deanobeidallah
@edkrassen
@brentsullivan
@speakerpelosi
@housedemocrats

Top Mentioned in G4:
@speakerpelosi
@housedemocrats
@brycetache
@krassenstein
@mmpadellan
@mcspocky
@funder
@politvidchannel
@edkrassen
@repcummings

Top Mentioned in G5:
@mmpadellan
@krassenstein
@funder
@charlesmblow
@aynrandpaulryan
@writestruths
@thedailyedge
@refusefascism
@derekcressman
@adamforalabama

Top Mentioned in G6:
@funder
@krassenstein
@andylassner
@rashidatlaib
@dfaaction
@mmpadellan
@grantstern
@charlesmblow
@thedailyedge
@newsweek

Top Mentioned in G7:
@vanessawilsonde
@silverbract
@southernkimmy
@wcgirl1
@parentalworldkn
@kenluke
@lydiape38491450
@bryanthaynes1
@frankmueller101
@linnell1636

Top Mentioned in G8:
@mcspocky
@krassenstein
@trumpnado2016
@mmpadellan
@andthebandaides
@funder
@charlesmblow
@edkrassen
@bill_maxwell_
@housedemocrats

Top Mentioned in G9:
@cnn
@tribelaw
@eddiezipperer
@repmarkgreen
@kurtschlichter
@townhallcom
@mitchellvii
@leablackmiami
@krassenstein
@thehermancain

Top Mentioned in G10:
@ddale8
@sykescharlie
@jrubinblogger
@krassenstein
@bulwarkonline
@mmpadellan
@zaibatsunews
@funder
@realdonaldtrump
@edkrassen

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@_mrdavidjones
@rashidaldosari
@lennaleprena
@eaglestarnet
@zyiteblog
@crewislife
@housecracka
@thehallicjshow
@joefreedomlove

Top Tweeters in G1:
@lennaleprena
@mog7546
@theresamax
@barbaraward235
@russfla
@safetypindaily
@co_rapunzel4
@penneyewart
@eddyrogerparker
@cld1205

Top Tweeters in G2:
@missb62
@sddphoto
@serendipitysays
@thehill
@princessbravato
@foxnews
@danhomick
@teddyshouse2ii
@kaffe_takk
@gwydion620

Top Tweeters in G3:
@cherokeesher2
@plantflowes
@onahunttoday
@debilu2
@rafaeslomejor
@_silversmith
@jeannie_hartley
@debeauxos1
@patta47cake
@solusnan1

Top Tweeters in G4:
@cahulaan
@phillip92321
@new_narrative
@dcexaminer
@greeneyedlilo
@mildredmud
@bellablue1060
@mortgageconsult
@lllwry
@dishgirl4

Top Tweeters in G5:
@kalaax008
@jrbkjrbk
@catlady628
@donnathorson
@greedalitism365
@drkc4
@teeheeheemcfee
@thomasjankow
@mrsopie88
@jerweber

Top Tweeters in G6:
@paulstewartii
@trump_enemy
@tshep42
@saintwalker98
@xraypat
@castonchris
@amsmadwoman
@toliro
@clf_423
@airlift1300

Top Tweeters in G7:
@eaglestarnet
@zyiteblog
@housecracka
@brontyman
@4pawshop
@camz99
@nightingalern
@drpatfarrell
@droolindog
@knittingknots

Top Tweeters in G8:
@afaduln2
@nancypeggy
@morr_1980
@thetobster111
@dpmax100
@bfm4440
@brooksdslbrooks
@edwardarowe1
@annel5694
@knight201701

Top Tweeters in G9:
@thehallicjshow
@joefreedomlove
@wildwillow65
@harrietbaldwin
@schwingcat
@kurtschlichter
@irritatedwoman
@bamaperry
@politico
@willsmirk4food

Top Tweeters in G10:
@willseattle
@w55unicorn
@girlzinger
@penny_g
@anthropic
@jailingtrump
@tjwoodstockny
@burcham_don
@turntxblue18
@suepeac


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