Impeach, Twitter, 4/22/2019 7:56:37 PM, 194562
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Impeach_2019-04-22_10-06-48.xlsx
Impeach_2019-04-22_10-06-48.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
April 22, 2019
Short Description:
Impeach via NodeXL http://bit.ly/2KZ4pEa
@realdonaldtrump
@krassenstein
@funder
@charlesmblow
@speakerpelosi
@mmpadellan
@edkrassen
@mcspocky
@adamforalabama
@jysexton

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

Description:
Description
The graph represents a network of 15,394 Twitter users whose recent tweets contained "Impeach", 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 18:19 UTC.

The tweets in the network were tweeted over the 1-hour, 27-minute period from Monday, 22 April 2019 at 15:39 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 : 15394
Unique Edges : 21947
Edges With Duplicates : 2489
Total Edges : 24436
Self-Loops : 1319
Reciprocated Vertex Pair Ratio : 0.00205723690225839
Reciprocated Edge Ratio : 0.0041060267347963
Connected Components : 950
Single-Vertex Connected Components : 625
Maximum Vertices in a Connected Component : 13876
Maximum Edges in a Connected Component : 23008
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.857594
Graph Density : 9.25009057019881E-05
Modularity : 0.673611
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[451] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[261] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[90] https://twitter.com/DavidCayJ/status/1120346970827182081
[74] https://trib.al/rui5ssv
[53] https://www.chicagotribune.com/news/opinion/huppke/ct-met-mueller-trump-impeachment-democrats-huppke-20190421-story.html
[50] https://twitter.com/viet_t_nguyen/status/1120341866551971845
[32] http://act.democracyforamerica.com/sign/impeach-trump-mueller/
[32] https://twitter.com/derekcressman/status/1119675425389600768
[31] 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
[24] https://twitter.com/realdonaldtrump/status/1120323291443539969

Top URLs in Tweet in G1:
[7] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[6] https://www.dailymail.co.uk/news/article-6947497/My-warning-petulant-Veruca-Salt-liberals-screaming-impeach-President-Trump.html
[2] https://twitter.com/thehill/status/1119820806635147264
[2] https://twitter.com/HotPockets4All/status/1120325237629911040
[2] https://twitter.com/ReeferClippings/status/1120327247427072000
[2] https://twitter.com/realDonaldTrump/status/1120093671356022785
[2] https://www.breitbart.com/politics/2019/04/22/never-trumper-max-boot-impeach-scoundrel-trump-to-leave-permanent-stain-on-presidency/
[2] https://newsradiowrva.radio.com/blogs/jeff-katz/why-are-real-reporters-leading-charge-impeach-president-trump
[1] https://twitter.com/westham009/status/1120369439705268224
[1] https://www.youtube.com/watch?v=HeAbjaN4PIo


Top URLs in Tweet in G2:
[30] http://act.democracyforamerica.com/sign/impeach-trump-mueller/
[26] https://twitter.com/derekcressman/status/1119675425389600768
[18] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[7] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[6] https://twitter.com/DavidCayJ/status/1120346970827182081
[4] https://www.washingtonpost.com/news/the-fix/wp/2016/09/09/a-house-republican-already-wants-to-impeach-hillary-clinton/
[3] https://twitter.com/viet_t_nguyen/status/1120341866551971845
[2] https://twitter.com/realDonaldTrump/status/1120323291443539969
[2] https://twitter.com/alan_oldham/status/1120305888340979713
[2] https://twitter.com/krassenstein/status/1120284197048999941

Top URLs in Tweet in G3:
[67] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[64] https://twitter.com/DavidCayJ/status/1120346970827182081
[42] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[39] https://twitter.com/viet_t_nguyen/status/1120341866551971845
[4] https://twitter.com/trisresists/status/1119989469376073728
[3] https://trib.al/AuR1upu
[3] https://www.rawstory.com/2019/04/george-conway-endorses-call-harvard-law-expert-impeach-donald-trump-time-come/#.XLyhYQ5_WwE.twitter
[2] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html?smid=nytcore-ios-share
[2] https://trib.al/aBcRdrN
[2] https://www.lawfareblog.com/obstruction-justice-mueller-report-heat-map

Top URLs in Tweet in G4:
[230] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[59] https://trib.al/rui5ssv
[8] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html?smid=nytcore-ios-share
[6] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[4] https://twitter.com/DavidCayJ/status/1120346970827182081
[3] https://twitter.com/inspiringu2/status/1120343352556367872
[3] https://www.salon.com/2019/04/10/heres-why-we-must-impeach-donald-trump-in-fact-its-more-urgent-than-ever/
[3] https://www.youtube.com/watch?v=FZbyvuSLGpQ&feature=youtu.be

[2] https://www.rawstory.com/2019/04/cant-impeach-trump-angrily-denies-mueller-report-turned-evidence-crimes/#.XL3S14Up7C4.twitter
[2] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html?action=click&module=Opinion&pgtype=Homepage

Top URLs in Tweet in G5:
[43] https://www.chicagotribune.com/news/opinion/huppke/ct-met-mueller-trump-impeachment-democrats-huppke-20190421-story.html
[11] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[3] https://twitter.com/viet_t_nguyen/status/1120341866551971845
[3] https://twitter.com/realdonaldtrump/status/1120323291443539969
[2] https://washingtonpress.com/2019/04/19/kellyannes-husband-just-demanded-congress-impeach-cancer-trump-in-brutal-op-ed/
[2] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[2] https://twitter.com/krassenstein/status/1120365647400247297
[2] https://trib.al/rui5ssv
[1] http://www.msn.com/en-us/news/politics/trump-not-even-a-little-bit-worried-about-impeachment/ar-BBWbh2h?ocid=st
[1] https://twitter.com/mmpadellan/status/1120301176698953729

Top URLs in Tweet in G6:
[12] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[6] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[3] https://trib.al/rui5ssv
[3] http://pleasecutthecrap.com/another-reason-we-should-impeach-trump-will-resign/
[3] https://twitter.com/amjoyshow/status/1119989159928766464
[2] https://twitter.com/StevenBeschloss/status/1119821270076407808
[1] https://shop.needtoimpeach.com/collections/2019-new-merch/products/impeach-tote
[1] https://shop.needtoimpeach.com/collections/2019-new-merch/products/need-to-impeach-striped-yard-sign
[1] https://shop.needtoimpeach.com/
[1] https://www.chicagotribune.com/news/opinion/huppke/ct-met-mueller-trump-impeachment-democrats-huppke-20190421-story.html

Top URLs in Tweet in G7:
[50] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[12] https://apple.news/AFGAmMf3ySW2aXLg0yMUi2Q
[8] https://twitter.com/realDonaldTrump/status/1120323291443539969
[6] https://twitter.com/realDonaldTrump/status/1120093671356022785
[6] https://www.cnbc.com/2019/04/22/trump-says-after-mueller-report-you-cant-impeach-democrats-committed-crimes.html
[6] https://twitter.com/realdonaldtrump/status/1120323291443539969
[6] https://www.dailymail.co.uk/news/article-6947497/My-warning-petulant-Veruca-Salt-liberals-screaming-impeach-President-Trump.html
[5] https://www.politico.com/story/2019/04/22/trump-impeachment-democrats-1285298
[4] https://twitter.com/atrupar/status/1120350729783468033
[4] https://www.breitbart.com/politics/2019/04/22/never-trumper-max-boot-impeach-scoundrel-trump-to-leave-permanent-stain-on-presidency/

Top URLs in Tweet in G8:
[29] 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
[20] https://thedcpatriot.com/hilarious-video-aoc-struggles-with-anti-trump-rhetoric/
[13] https://truepundit.com/elizabeth-warren-desperate-and-failing-in-polls-calls-for-house-to-impeach-trump/
[5] https://www.breitbart.com/politics/2019/04/22/never-trumper-max-boot-impeach-scoundrel-trump-to-leave-permanent-stain-on-presidency/
[2] https://ilovemyfreedom.org/delusional-maxine-waters-goes-berserk-claims-failing-to-impeach-trump-will-imperil-nation/?utm_source=star&utm_medium=twitter
[2] https://townhall.com/columnists/kurtschlichter/2019/04/22/come-on-democrats-impeach-trump-n2545109
[1] https://twitter.com/eddiezipperer/status/1120276060174790656
[1] https://twitter.com/realDonaldTrump/status/1120323291443539969
[1] https://grrrgraphics.com/the-tide-has-turned/
[1] https://www.nationalreview.com/the-morning-jolt/democrats-if-you-try-to-impeach-trump-dont-say-you-werent-warned/

Top URLs in Tweet in G9:
[187] https://www.theatlantic.com/magazine/archive/2019/03/impeachment-trump/580468/
[9] https://twitter.com/DavidCayJ/status/1120346970827182081
[7] https://twitter.com/realdonaldtrump/status/1120323291443539969
[6] https://twitter.com/MSNBC/status/1120364398898503680
[6] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[6] https://www.politico.com/story/2019/04/22/trump-impeachment-democrats-1285298
[4] https://twitter.com/viet_t_nguyen/status/1120341866551971845
[3] https://www.chicagotribune.com/news/opinion/huppke/ct-met-mueller-trump-impeachment-democrats-huppke-20190421-story.html
[2] https://lastmenandovermen.com/2019/04/22/impeach-trump-before-rudy-giuliani-totally-normalizes-treason-and-mueller-is-indicted/
[2] https://twitter.com/derekcressman/status/1119675425389600768

Top URLs in Tweet in G10:
[3] https://www.redjournalists.com/maxine-waters-forget-investigations-impeach-trump-now/
[2] https://twitter.com/aoc/status/1119003434412331008
[2] https://www.nytimes.com/2019/04/21/opinion/impeach-donald-trump.html
[1] https://www.cnn.com/2019/04/22/politics/democrats-trump-strategy-mueller-report/index.html
[1] https://video.foxnews.com/v/6026559903001/
[1] 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
[1] https://twitter.com/ejdionne/status/1120121018671149057
[1] https://twitter.com/Surabees/status/1120325589989244928
[1] https://www.sfchronicle.com/bayarea/williesworld/article/Impeachment-would-be-suicide-for-Democrats-13781966.php
[1] https://trib.al/qZInIFa

Top Domains
Top Domains in Tweet in Entire Graph:
[578] twitter.com
[488] nytimes.com
[275] theatlantic.com
[100] trib.al
[55] chicagotribune.com
[42] townhall.com
[37] rawstory.com
[32] democracyforamerica.com
[30] washingtonpost.com
[23] apple.news

Top Domains in Tweet in G1:
[26] twitter.com
[7] co.uk
[7] nytimes.com
[2] breitbart.com
[2] radio.com
[2] townhall.com
[1] youtube.com
[1] yahoo.com
[1] theatlantic.com
[1] truepundit.com

Top Domains in Tweet in G2:
[55] twitter.com
[30] democracyforamerica.com
[21] nytimes.com
[7] theatlantic.com
[6] washingtonpost.com
[1] credoaction.com
[1] trib.al
[1] dailykos.com
[1] politico.com
[1] thedcpatriot.com

Top Domains in Tweet in G3:
[161] twitter.com
[71] nytimes.com
[44] theatlantic.com
[8] trib.al
[6] rawstory.com
[5] washingtonpost.com
[4] rootsaction.org
[2] lawfareblog.com
[2] politico.com
[2] chicagotribune.com

Top Domains in Tweet in G4:
[243] nytimes.com
[64] trib.al
[10] twitter.com
[7] rawstory.com
[6] theatlantic.com
[3] salon.com
[3] youtube.com
[2] washingtonpost.com
[1] politicalstate.org
[1] c-span.org

Top Domains in Tweet in G5:
[43] chicagotribune.com
[18] twitter.com
[12] nytimes.com
[2] washingtonpress.com
[2] theatlantic.com
[2] trib.al
[1] msn.com
[1] pscp.tv

Top Domains in Tweet in G6:
[14] twitter.com
[12] nytimes.com
[6] theatlantic.com
[3] needtoimpeach.com
[3] trib.al
[3] pleasecutthecrap.com
[2] usatoday.com
[1] chicagotribune.com
[1] lawfareblog.com
[1] washingtonexaminer.com

Top Domains in Tweet in G7:
[137] twitter.com
[58] nytimes.com
[20] apple.news
[12] washingtonpost.com
[7] co.uk
[6] rawstory.com
[6] cnbc.com
[5] townhall.com
[5] breitbart.com
[5] politico.com

Top Domains in Tweet in G8:
[32] townhall.com
[20] thedcpatriot.com
[13] truepundit.com
[6] twitter.com
[5] breitbart.com
[2] ilovemyfreedom.org
[1] grrrgraphics.com
[1] nationalreview.com
[1] starpolitical.com

Top Domains in Tweet in G9:
[187] theatlantic.com
[45] twitter.com
[6] nytimes.com
[6] politico.com
[4] chicagotribune.com
[2] lastmenandovermen.com
[2] emptywheel.net

Top Domains in Tweet in G10:
[6] twitter.com
[3] redjournalists.com
[3] washingtonpost.com
[2] cnn.com
[2] foxnews.com
[2] trib.al
[2] thedailybeast.com
[2] nytimes.com
[2] apple.news
[1] townhall.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1083] impeachdonaldtrump
[396] impeach
[166] impeachtrump
[164] impeachtrumpnow
[86] impeachmentnow
[59] democrat
[54] witchhunt
[51] muellerreport
[43] impeachment
[36] trump



Top Hashtags in Tweet in G1:
[128] impeachdonaldtrump
[125] impeach
[104] impeachtrumpnow
[9] noobstruction
[7] impeachtrump
[6] muellersreport
[5] muellerreport
[4] maga
[4] trump2020
[4] crookedhillary

Top Hashtags in Tweet in G2:
[106] impeachdonaldtrump
[29] impeachtrump
[18] impeachthemf
[13] impeach
[10] impeachtrumpnow
[8] impeachmentnow
[3] impeachment
[2] impeachmenthearingsnow
[1] muellersreport
[1] timetoimpeach

Top Hashtags in Tweet in G3:
[364] impeachdonaldtrump
[73] impeach
[46] impeachtrump
[30] impeachtrumpnow
[27] impeachmentnow
[21] impeachment
[16] muellerreport
[10] impeachmenthearingsnow
[9] trump
[9] earthday

Top Hashtags in Tweet in G4:
[38] impeach
[27] impeachdonaldtrump
[18] impeachmentnow
[9] impeachtrump
[5] trump
[5] democrats
[4] trumprussia
[4] trumpcrimefamily
[4] treason
[3] muellersreport

Top Hashtags in Tweet in G5:
[11] impeachdonaldtrump
[7] impeachtrump
[5] impeach
[4] impeachthemf
[2] indict
[2] imprison
[2] impeachmentnow
[2] trump
[1] theresistance
[1] muellerreport

Top Hashtags in Tweet in G6:
[25] impeachdonaldtrump
[7] impeachtrump
[6] impeach
[4] impeachmentnow
[2] impeachtrumpnow
[2] democrats
[2] dotherightthing
[2] traitortrump
[2] impeachthemf
[2] trumpcrimefamily

Top Hashtags in Tweet in G7:
[36] impeachdonaldtrump
[33] impeach
[21] impeachtrump
[11] trump
[8] muellerreport
[7] impeachment
[6] impeachmentnow
[5] democrats
[4] resist
[4] msnbc

Top Hashtags in Tweet in G8:
[53] democrat
[53] witchhunt
[2] impeach
[1] eastereggs
[1] justiceiscoming
[1] buckleupamerica
[1] muellerreport
[1] impeachtrump
[1] caring

Top Hashtags in Tweet in G9:
[324] impeachdonaldtrump
[4] impeach
[3] snarkin
[3] impeachtrump
[3] impeachtrumpnow
[1] impeachthemf
[1] impeach45
[1] impeachmenthearingsnow
[1] muellerreport
[1] fta

Top Hashtags in Tweet in G10:
[11] impeach
[2] impeachmentnow
[2] impeachdonaldtrump
[2] maga
[2] unfit
[1] impeachtrump
[1] dementeddems
[1] omg
[1] abuseofpower
[1] impeachment

Top Words
Top Words in Tweet in Entire Graph:
[18407] Words in Sentiment List#1: Positive
[30471] Words in Sentiment List#2: Negative
[213] Words in Sentiment List#3: Angry/Violent
[364304] Non-categorized Words
[413185] Total Words
[12536] impeach
[7825] trump
[6782] crimes
[6324] realdonaldtrump
[4499] impeachment

Top Words in Tweet in G1:
[6000] crimes
[5048] realdonaldtrump
[3016] collusion
[3015] obstruction
[2999] impeachment
[2982] misdemeanors
[2981] high
[2979] lead
[2119] impeach
[1738] president

Top Words in Tweet in G2:
[2077] impeach
[1686] trump
[1131] krassenstein
[1083] donald
[957] morning
[845] president
[674] t
[649] trending
[526] united
[525] states

Top Words in Tweet in G3:
[1934] impeach
[1510] trump
[936] donald
[525] president
[522] t
[501] s
[494] know
[481] speakerpelosi
[420] find
[403] same

Top Words in Tweet in G4:
[717] impeach
[668] trump
[409] charlesmblow
[330] donald
[262] republicans
[214] president
[214] read
[205] column
[193] barackobama
[188] davidcicilline

Top Words in Tweet in G5:
[1089] impeach
[933] trump
[737] republicans
[727] know
[716] funder
[692] need
[688] democrat
[675] everything
[673] tells
[122] president

Top Words in Tweet in G6:
[511] impeach
[294] gop
[284] s
[282] trump
[281] proudresister
[274] realdonaldtrump
[261] really
[261] decision
[260] fox
[259] difficult

Top Words in Tweet in G7:
[574] impeach
[289] trump
[205] democrats
[188] president
[134] committed
[133] america
[130] realdonaldtrump
[117] again
[116] republican
[116] crime

Top Words in Tweet in G8:
[442] impeach
[282] trump
[232] try
[218] crimes
[159] democrats
[127] donald
[126] impeachment
[124] want
[112] revealed
[112] power

Top Words in Tweet in G9:
[595] impeach
[461] trump
[409] donald
[374] trending
[324] #impeachdonaldtrump
[189] help
[188] along
[186] adamforalabama
[139] need
[112] worldwide

Top Words in Tweet in G10:
[275] impeach
[211] realdonaldtrump
[140] potus
[133] impeachment
[127] dems
[120] crimes
[119] aoc
[112] fbi
[107] asked
[106] head

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3495] impeach,donald
[3481] donald,trump
[3334] high,crimes
[3223] crimes,misdemeanors
[3186] collusion,obstruction
[3172] misdemeanors,lead
[3172] lead,impeachment
[3171] crimes,collusion
[3170] impeachment,crimes
[3166] realdonaldtrump,high

Top Word Pairs in Tweet in G1:
[2981] high,crimes
[2979] crimes,misdemeanors
[2979] collusion,obstruction
[2978] misdemeanors,lead
[2978] lead,impeachment
[2977] crimes,collusion
[2976] realdonaldtrump,high
[2976] impeachment,crimes
[1606] realdonaldtrump,impeach
[1568] america,great

Top Word Pairs in Tweet in G2:
[1080] impeach,donald
[1057] donald,trump
[647] trump,trending
[528] t,impeach
[524] united,states
[516] president,united
[515] states,tweeted
[515] tweeted,morning
[515] morning,t
[514] krassenstein,president

Top Word Pairs in Tweet in G3:
[923] impeach,donald
[898] donald,trump
[360] don,t
[359] sitting,president
[354] know,fast
[354] fast,find
[354] find,out
[354] out,sitting
[354] president,indicted
[354] indicted,impeached

Top Word Pairs in Tweet in G4:
[325] donald,trump
[319] impeach,donald
[205] read,column
[186] davidcicilline,barackobama
[184] barackobama,tried
[184] tried,documents
[184] documents,hacked
[184] hacked,russian
[184] russian,military
[184] military,republicans

Top Word Pairs in Tweet in G5:
[757] impeach,trump
[683] trump,democrat
[676] republicans,impeach
[675] funder,republicans
[674] need,know
[673] democrat,tells
[673] tells,everything
[673] everything,need
[116] impeach,donald
[114] donald,trump

Top Word Pairs in Tweet in G6:
[260] realdonaldtrump,gop
[259] difficult,decision
[258] fox,news
[257] proudresister,s
[257] s,really
[257] really,difficult
[257] decision,realdonaldtrump
[257] gop,lies
[257] lies,propaganda
[257] propaganda,gaslighting

Top Word Pairs in Tweet in G7:
[112] republican,president
[111] impeach,republican
[107] committed,democrats
[105] crime,committed
[105] make,america
[105] america,great
[104] great,again
[104] president,crime
[102] democrats,make
[101] realdonaldtrump,impeach

Top Word Pairs in Tweet in G8:
[127] donald,trump
[124] impeach,donald
[118] try,impeach
[112] want,try
[112] impeach,try
[112] try,revealed
[112] revealed,power
[112] power,declassify
[112] declassify,information
[111] saywhenla,want

Top Word Pairs in Tweet in G9:
[409] impeach,donald
[404] donald,trump
[340] trump,trending
[187] trending,help
[187] help,along
[187] along,#impeachdonaldtrump
[186] adamforalabama,impeach
[112] trending,need
[112] need,worldwide
[112] worldwide,trend

Top Word Pairs in Tweet in G10:
[115] impeach,potus
[109] potus,realdonaldtrump
[105] socialist,aoc
[105] aoc,fell
[105] fell,head
[105] head,asked
[105] asked,3
[105] 3,ways
[105] ways,impeach
[105] realdonaldtrump,forgot

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@teampelosi
@krassenstein
@charlesmblow
@speakerpelosi
@rashidatlaib
@funder
@maryderrickart
@repadamschiff
@msnbc

Top Replied-To in G1:
@realdonaldtrump
@tomfitton
@gopchairwoman
@piersmorgan
@goss30goss
@hogbaum
@speakerpelosi
@manny_ottawa
@patrickrandall
@nikkihaley

Top Replied-To in G2:
@krassenstein
@realdonaldtrump
@rashidatlaib
@edkrassen
@tonyposnanski
@paulapoundstone
@repadamschiff
@joycewhitevance
@dfaaction
@mcspocky

Top Replied-To in G3:
@speakerpelosi
@realdonaldtrump
@repadamschiff
@realmuckmaker
@tribelaw
@kylegriffin1
@ejdionne
@maxboot
@mmpadellan
@senschumer

Top Replied-To in G4:
@charlesmblow
@whiskeymd247365
@pamkeithfl
@nytopinion
@mog7546
@wajahatali
@peterdaou
@realdonaldtrump
@repalgreen
@abcpolitics

Top Replied-To in G5:
@funder
@atrupar
@realdonaldtrump
@opcghost
@realmuckmaker
@medit8now
@b52malmet
@thecenteredegg
@jimroselieve
@kwikwarren

Top Replied-To in G6:
@maryderrickart
@ewarren
@kamalaharris
@sensanders
@angelabelcamino
@proudresister
@jwverret
@rexhuppke
@stephenglahn
@thomaskaine5

Top Replied-To in G8:
@breitbartnews
@mitchellvii
@1776stonewall
@chuckcallesto
@crownspiritual
@tracybeanz
@realmattcouch
@krassenstein
@dakota3337
@rednationrising

Top Replied-To in G9:
@teapainusa
@415holgate
@mrjoncryer
@morgfair
@aliasvaughn
@kimberworld
@charlesmblow
@b_rad31415
@usmcliberal
@aishas

Top Replied-To in G10:
@realdonaldtrump
@cnn
@cnnpolitics
@aoc
@senwarren
@thedailybeast
@hottierockstar
@chriscuomo
@repmarkgreen
@johncornyn

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@krassenstein
@funder
@mmpadellan
@speakerpelosi
@charlesmblow
@housedemocrats
@gop
@proudresister
@edkrassen

Top Mentioned in G1:
@realdonaldtrump
@just_not_trying
@piersmorgan
@fiverights
@cblondiego
@paulapoundstone
@krassenstein
@speakerpelosi
@jax_persists
@manny_ottawa

Top Mentioned in G2:
@krassenstein
@edkrassen
@mcspocky
@realdonaldtrump
@mmpadellan
@paulapoundstone
@rashidatlaib
@geraldorivera
@funder
@repmarkmeadows

Top Mentioned in G3:
@speakerpelosi
@housedemocrats
@mmpadellan
@brycetache
@realdonaldtrump
@tribelaw
@krassenstein
@thedailyedge
@kylegriffin1
@maxboot

Top Mentioned in G4:
@charlesmblow
@barackobama
@davidcicilline
@nytopinion
@keithboykin
@repalgreen
@deanobeidallah
@krassenstein
@funder
@mmpadellan

Top Mentioned in G5:
@funder
@krassenstein
@samswey
@mmpadellan
@andylassner
@nicoxw1
@charlesmblow
@realdonaldtrump
@proudresister
@gregolear

Top Mentioned in G6:
@gop
@proudresister
@realdonaldtrump
@maryderrickart
@krassenstein
@funder
@jwverret
@ezralevin
@edkrassen
@politvidchannel

Top Mentioned in G7:
@southernkimmy
@aroseblush
@2shyscorpio
@joanne_mulenex
@silverbract
@trumplastday
@ldstanfield
@bluepeacedove1
@jkineman

Top Mentioned in G8:
@saywhenla
@realdonaldtrump
@rednationrising
@grrrgraphics
@breitbartnews
@mitchellvii
@kurtschlichter
@nedryun
@dawsonsfield
@townhallcom

Top Mentioned in G9:
@adamforalabama
@shellbell_xo
@usmcliberal
@jrehling
@krassenstein
@thedailyedge
@funder
@aliasvaughn
@realdonaldtrump

Top Mentioned in G10:
@realdonaldtrump
@potus
@aoc
@fbi
@olivermcgee
@eddiezipperer
@cnn
@repmarkgreen
@senwarren
@thedemocrats

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@rashidaldosari
@eaglestarnet
@immoralreport
@crewislife
@sharneal
@cherokeesher2
@plantflowes
@sddphoto
@onahunttoday

Top Tweeters in G1:
@immoralreport
@sustain05
@rafaelgil251051
@skyjones55
@foxnews
@stephaniepmckea
@lslay19
@fordfiveohh
@sigstarget
@danhomick

Top Tweeters in G2:
@onahunttoday
@enrico056
@princessbravato
@saintwalker98
@girlzinger
@barbaraward235
@russfla
@co_rapunzel4
@thetobster111
@penneyewart

Top Tweeters in G3:
@sddphoto
@phillip92321
@lisakbromley
@huffpost
@bethsinniresist
@nancypeggy
@kalaax008
@chatbycc
@vi44
@tinyboo49

Top Tweeters in G4:
@rashidaldosari
@mog7546
@fieryreddragon
@justwhatnowwhy
@newyorker2212
@solusnan1
@antipandemonium
@buffaloon
@geostompx
@kristafrances

Top Tweeters in G5:
@tshep42
@castonchris
@nihaustin
@dpmax100
@clf_423
@airlift1300
@madamend
@roselover24
@zsarrina
@ncfarmer321

Top Tweeters in G6:
@inspiteoftrump
@horsecrazybean
@marthalynneowe1
@kaffe_takk
@gwydion620
@electricboyo
@usatoday
@reggiebub
@lynncatwalters
@chenoite

Top Tweeters in G7:
@eaglestarnet
@cahulaan
@nightingalern
@drpatfarrell
@droolindog
@wittier
@knittingknots
@davidh7426
@investwatchblog
@atmvn

Top Tweeters in G8:
@sharneal
@quicksilver2723
@lyn1350
@kurtschlichter
@imsure
@laridor1
@comfortablysmug
@rednationrising
@mightymouth5413
@clint4usa

Top Tweeters in G9:
@theresamax
@wildwillow65
@morgfair
@betzmyboyblue11
@jailingtrump
@amaliada
@roddee
@micheleboyd1224
@yatpundit
@lovinabox

Top Tweeters in G10:
@puestoloco
@thedailybeast
@residentoffl
@irishspy
@rand_simberg
@cnn
@chasrmartin
@lyndaatchison
@newsjunkie60
@davidweingust


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