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Impeachment_2019-10-13_14-33-58.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
October 14, 2019
Short Description:
Impeachment via NodeXL http://bit.ly/2B6N9VB
@realdonaldtrump
@joshuapotash
@lewisetayloriii
@repmarkmeadows
@gopleader
@repjeffries
@charliekirk11
@speakerpelosi
@teapainusa
@dcpetterson

Top hashtags:
#impeachment
#impeachnow
#impeachandremove

Description:
Description
The graph represents a network of 15,510 Twitter users whose recent tweets contained "Impeachment", 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 Sunday, 13 October 2019 at 23:25 UTC.

The tweets in the network were tweeted over the 42-minute period from Sunday, 13 October 2019 at 20:51 UTC to Sunday, 13 October 2019 at 21:33 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[304] https://www.essence.com/news/lindsey-graham-senate-judiciary-whistleblowers-trump-impeachment-inquiry/
[273] https://www.rawstory.com/2019/10/watch-white-house-protesters-chant-impeach-trump-loud-enough-for-aides-to-hear/
[168] https://nypost.com/2019/10/12/fox-news-pollster-braun-research-misrepresented-impeachment-poll-analysis/
[110] https://twitter.com/repleezeldin/status/1183409598369337346
[104] https://bongino.com/sorry-impeachment-probers-trumps-job-approval-rating-still-higher-than-obamas/
[89] https://www.cbsnews.com/amp/news/impeachment-poll-partisans-dig-in-but-majority-say-trump-administration-should-cooperate-with-inquiry-cbs-news/
[69] https://thegreggjarrett.com/the-new-pelosi-schiff-witch-hunt-to-impeach-trump-is-an-abuse-of-power/
[66] https://www.breitbart.com/politics/2019/10/13/new-york-post-fox-news-misrepresented-impeachment-poll/
[65] https://www.bytheppl.us/rapid
[63] https://babylonbee.com/news/dems-worried-if-impeachment-fails-theyll-have-to-nominate-electable-candidate

Top URLs in Tweet in G1:
[13] https://www.conservativereview.com/news/levin-trump-no-constitutional-duty-comply-runaway-democratic-partys-hijacked-impeachment-process/
[3] https://nypost.com/2019/10/12/fox-news-pollster-braun-research-misrepresented-impeachment-poll-analysis/
[3] https://www.washingtonexaminer.com/opinion/columnists/dems-ratchet-up-impeachment-secrecy
[3] https://twitter.com/DoYouEvenLIf/status/1183305853404930048
[3] https://twitter.com/Ad_Analytics/status/1183158974700544005
[2] https://twitter.com/brett_mcgurk/status/1183112864908894208
[2] https://www.zerohedge.com/political/rep-jim-jordan-asks-17-awkward-questions-about-pelosis-impeachment-inquiry
[2] https://www.breitbart.com/politics/2019/10/13/new-york-post-fox-news-misrepresented-impeachment-poll/
[2] https://nworeport.me/2019/08/18/grassley-names-hunter-biden-in-probe-of-transfer-of-sensitive-technology-to-china-during-obama-administration/
[2] https://hannity.com/media-room/flashback-to-dec-2017-58-dems-vote-to-impeach-trump-for-criticizing-nfl-anthem-protesters/

Top URLs in Tweet in G2:
[55] https://www.bytheppl.us/rapid
[19] https://www.rawstory.com/2019/10/watch-white-house-protesters-chant-impeach-trump-loud-enough-for-aides-to-hear/
[12] https://twitter.com/mbenderphoto/status/1183444487336611841
[6] https://www.cbsnews.com/amp/news/impeachment-poll-partisans-dig-in-but-majority-say-trump-administration-should-cooperate-with-inquiry-cbs-news/
[5] https://www.essence.com/news/lindsey-graham-senate-judiciary-whistleblowers-trump-impeachment-inquiry/
[5] https://www.nbcnews.com/politics/meet-the-press/polls-show-support-impeachment-not-removal-yet-n1065501?cid=sm_npd_nn_tw_np
[5] https://twitter.com/JoshuaPotash/status/1183476474130644992
[5] https://www.cbsnews.com/news/impeachment-inquiry-adam-schiff-says-whistleblower-testimony-might-not-be-necessary-face-the-nation-today-10-13-2019/?ftag=CNM-00-10aag7e
[3] https://www.washingtonpost.com/politics/how-two-soviet-born-emigres-made-it-into-elite-trump-circles--and-the-center-of-the-impeachment-storm/2019/10/12/9a3c03be-ec53-11e9-85c0-85a098e47b37_story.html
[3] https://www.yahoo.com/news/pentagon-chief-vows-cooperate-impeachment-probe-161817698.html?.tsrc=fauxdal

Top URLs in Tweet in G3:
[113] https://nypost.com/2019/10/12/fox-news-pollster-braun-research-misrepresented-impeachment-poll-analysis/
[96] https://twitter.com/repleezeldin/status/1183409598369337346
[86] https://bongino.com/sorry-impeachment-probers-trumps-job-approval-rating-still-higher-than-obamas/
[61] https://thegreggjarrett.com/the-new-pelosi-schiff-witch-hunt-to-impeach-trump-is-an-abuse-of-power/
[36] https://www.youtube.com/watch?v=FC7Rt_9RfRQ

[30] https://www.breitbart.com/politics/2019/10/13/new-york-post-fox-news-misrepresented-impeachment-poll/
[17] https://trib.al/Wba0PHo
[16] https://www.thegazette.com/trump-impeachment-protest-cedar-rapids-des-moines-stop-the-madness-20191010
[16] https://www.washingtonexaminer.com/opinion/columnists/dems-ratchet-up-impeachment-secrecy
[10] https://www.washingtonpost.com/politics/impeachment-has-put-trump-in-a-different-place-hes-showing-it-every-day/2019/10/12/b3cfe8d4-ecfa-11e9-9306-47cb0324fd44_story.html#click=https://t.co/34DuSyD4F2

Top URLs in Tweet in G4:
[65] https://www.cbsnews.com/amp/news/impeachment-poll-partisans-dig-in-but-majority-say-trump-administration-should-cooperate-with-inquiry-cbs-news/
[32] https://twitter.com/JoshuaPotash/status/1183476474130644992
[30] https://www.essence.com/news/lindsey-graham-senate-judiciary-whistleblowers-trump-impeachment-inquiry/
[27] https://trib.al/bSSqjsy
[8] https://www.washingtonpost.com/politics/how-two-soviet-born-emigres-made-it-into-elite-trump-circles--and-the-center-of-the-impeachment-storm/2019/10/12/9a3c03be-ec53-11e9-85c0-85a098e47b37_story.html
[7] https://www.msnbc.com/the-beat-with-ari/watch/-dominoes-beginning-to-fall-trump-turns-on-giuliani-after-impeachment-arrests-71104581986
[5] https://www.cbsnews.com/news/impeachment-inquiry-adam-schiff-says-whistleblower-testimony-might-not-be-necessary-face-the-nation-today-10-13-2019/?ftag=CNM-00-10aab7e&linkId=75248599
[5] https://www.rawstory.com/2019/10/watch-white-house-protesters-chant-impeach-trump-loud-enough-for-aides-to-hear/
[4] https://twitter.com/JoshuaPotash/status/1183441774204850183
[3] https://www.nytimes.com/2019/10/12/us/politics/fact-check-impeachment.html?smid=nytcore-ios-share

Top URLs in Tweet in G5:
[50] https://babylonbee.com/news/dems-worried-if-impeachment-fails-theyll-have-to-nominate-electable-candidate
[6] https://www.washingtonexaminer.com/opinion/columnists/dems-ratchet-up-impeachment-secrecy
[6] https://www.washingtonexaminer.com/opinion/columnists/dems-ratchet-up-impeachment-secrecy?platform=hootsuite
[5] https://bongino.com/sorry-impeachment-probers-trumps-job-approval-rating-still-higher-than-obamas/
[5] https://twitter.com/realDonaldTrump/status/1182852925237805060
[4] https://www.politico.com/news/2019/10/13/schiff-whistleblower-impeachment-probe-045910
[4] https://www.breitbart.com/politics/2019/10/13/new-york-post-fox-news-misrepresented-impeachment-poll/
[4] https://thegreggjarrett.com/the-new-pelosi-schiff-witch-hunt-to-impeach-trump-is-an-abuse-of-power/
[3] https://nypost.com/2019/10/12/fox-news-pollster-braun-research-misrepresented-impeachment-poll-analysis/
[3] https://twitter.com/repleezeldin/status/1183409598369337346

Top URLs in Tweet in G6:
[10] https://www.newyorker.com/news/current/nancy-pelosi-responds-to-trump-on-impeachment-at-the-new-yorker-festival
[5] https://nypost.com/2019/10/12/fox-news-pollster-braun-research-misrepresented-impeachment-poll-analysis/
[4] https://pjmedia.com/rogerlsimon/trump-makes-real-progress-with-china-while-dems-play-impeachment/
[4] https://threadreaderapp.com/thread/1183086176728748032.html
[3] https://www.rawstory.com/2019/10/watch-white-house-protesters-chant-impeach-trump-loud-enough-for-aides-to-hear/
[3] https://www.essence.com/news/lindsey-graham-senate-judiciary-whistleblowers-trump-impeachment-inquiry/
[2] https://www.youtube.com/watch?v=ESrNw1MJOE4

[2] http://impeach.org
[2] https://saraacarter.com/impeachment-the-speech-nancy-pelosi-wished-she-never-gave/?utm_source=twitter&utm_medium=social&utm_campaign=social-pug
[2] https://www.cnn.com/2019/10/12/politics/eu-ambassador-sondland-trump-impeachment-inquiry-no-quid-pro-quo/index.html

Top URLs in Tweet in G7:
[18] https://www.thegatewaypundit.com/2019/10/they-got-caught-fox-news-polling-company-braun-research-misrepresented-trump-impeachment-poll/
[13] https://nypost.com/2019/10/12/fox-news-pollster-braun-research-misrepresented-impeachment-poll-analysis/
[11] https://www.breitbart.com/politics/2019/10/13/exclusive-conservative-leaders-impeachment-warning-democrats-will-be-tried-at-the-ballot-box/
[8] https://www.zerohedge.com/political/rep-jim-jordan-asks-17-awkward-questions-about-pelosis-impeachment-inquiry
[5] https://twitter.com/repleezeldin/status/1183409598369337346
[3] https://www.breitbart.com/politics/2019/10/13/new-york-post-fox-news-misrepresented-impeachment-poll/
[2] https://www.foxnews.com/politics/trump-judge-jeanine-impeachment-ukraine-obama
[2] https://www.waynedupree.com/fox-news-impeachment-poll-fake/
[2] https://www.waynedupree.com/kirstie-alley-impeachment-trump/
[2] https://www.washingtonexaminer.com/opinion/columnists/dems-ratchet-up-impeachment-secrecy

Top URLs in Tweet in G8:
[12] https://www.zerohedge.com/political/schiffs-cia-whistleblower-gets-cold-feet-may-not-testify-impeachment-probe
[10] https://nypost.com/2019/10/12/fox-news-pollster-braun-research-misrepresented-impeachment-poll-analysis/
[9] https://www.essence.com/news/lindsey-graham-senate-judiciary-whistleblowers-trump-impeachment-inquiry/
[9] https://www.theguardian.com/commentisfree/2019/oct/13/donald-trump-ukraine-turkey-impeachment
[9] https://www.nbcnews.com/politics/2020-election/democratic-rep-van-drew-opposes-impeachment-he-ll-tell-you-n1065301
[7] https://www.newyorker.com/news/current/nancy-pelosi-responds-to-trump-on-impeachment-at-the-new-yorker-festival
[6] https://www.politico.com/news/2019/10/13/schiff-whistleblower-impeachment-probe-045910
[6] https://www.breitbart.com/politics/2019/10/13/new-york-post-fox-news-misrepresented-impeachment-poll/
[5] https://www.cnn.com/videos/tv/2019/10/11/exp-gps-1013-fareeds-take.cnn
[5] https://www.yahoo.com/news/pentagon-chief-vows-cooperate-impeachment-probe-161817698.html?.tsrc=fauxdal

Top URLs in Tweet in G9:
[31] https://www.yahoo.com/news/pentagon-chief-vows-cooperate-impeachment-probe-161817698.html
[9] https://www.essence.com/news/lindsey-graham-senate-judiciary-whistleblowers-trump-impeachment-inquiry/
[7] https://www.rawstory.com/2019/10/watch-white-house-protesters-chant-impeach-trump-loud-enough-for-aides-to-hear/
[7] https://www.cbsnews.com/amp/news/impeachment-poll-partisans-dig-in-but-majority-say-trump-administration-should-cooperate-with-inquiry-cbs-news/
[6] https://www.essence.com/news/lindsey-graham-senate-judiciary-whistleblowers-trump-impeachment-inquiry/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-button-sharing
[5] http://www.dailykos.com/stories/1891457?utm_source=dlvr.it&utm_medium=twitter
[3] https://news.yahoo.com/pentagon-chief-vows-cooperate-impeachment-probe-161817698.html
[3] https://twitter.com/JoshuaPotash/status/1183476474130644992
[3] https://www.theguardian.com/commentisfree/2019/oct/13/donald-trump-ukraine-turkey-impeachment?CMP=Share_iOSApp_Other
[3] https://www.nbcnews.com/think/opinion/trump-s-syria-decision-divides-white-evangelicals-impeachment-pressure-builds-ncna1065481

Top URLs in Tweet in G10:
[208] https://www.rawstory.com/2019/10/watch-white-house-protesters-chant-impeach-trump-loud-enough-for-aides-to-hear/
[20] https://www.palmerreport.com/analysis/secretary-of-defense-impeachment-inquiry-sold-trump/21842/
[8] https://www.cbsnews.com/news/impeachment-inquiry-pentagon-to-comply-with-subpoena-defense-secretary-mark-esper-face-the-nation/
[7] https://www.inquirer.com/opinion/commentary/rudy-giuliani-under-investigation-ukraine-trump-impeachment-20191013.html
[4] https://www.palmerreport.com/analysis/what-mitch-mcconnell-is-really-up-to-with-donald-trumps-impeachment/21822/
[4] https://www.bytheppl.us/rapid
[3] https://www.essence.com/news/lindsey-graham-senate-judiciary-whistleblowers-trump-impeachment-inquiry/
[3] https://www.rawstory.com/2019/10/democrats-have-a-plan-to-accelerate-public-demand-for-trump-impeachment/
[3] https://trib.al/bSSqjsy
[2] https://www.palmerreport.com/analysis/order-impeachment-means-everything/21823/

Top Domains
Top Domains in Tweet in Entire Graph:
[505] twitter.com
[311] essence.com
[298] rawstory.com
[221] nypost.com
[149] breitbart.com
[141] trib.al
[117] cbsnews.com
[104] bongino.com
[91] youtube.com
[88] yahoo.com

Top Domains in Tweet in G1:
[24] twitter.com
[13] conservativereview.com
[9] youtube.com
[4] foxnews.com
[4] breitbart.com
[4] nypost.com
[3] hannity.com
[3] bloomberg.com
[3] washingtonexaminer.com
[3] tweetedtimes.com

Top Domains in Tweet in G2:
[55] bytheppl.us
[35] twitter.com
[21] rawstory.com
[11] cbsnews.com
[8] nbcnews.com
[6] washingtonpost.com
[5] essence.com
[5] cnn.com
[4] yahoo.com
[3] politicususa.com

Top Domains in Tweet in G3:
[120] twitter.com
[119] nypost.com
[86] bongino.com
[70] breitbart.com
[61] thegreggjarrett.com
[50] youtube.com
[20] washingtonexaminer.com
[19] trib.al
[16] thegazette.com
[13] zerohedge.com

Top Domains in Tweet in G4:
[74] cbsnews.com
[58] trib.al
[51] twitter.com
[30] essence.com
[13] washingtonpost.com
[8] msnbc.com
[7] apnews.com
[6] rawstory.com
[5] nbcnews.com
[5] politicususa.com

Top Domains in Tweet in G5:
[51] babylonbee.com
[19] twitter.com
[13] washingtonexaminer.com
[7] breitbart.com
[6] foxnews.com
[6] politico.com
[5] bongino.com
[4] thegreggjarrett.com
[3] nypost.com
[2] house.gov

Top Domains in Tweet in G6:
[22] twitter.com
[12] newyorker.com
[8] nypost.com
[6] rawstory.com
[6] pjmedia.com
[5] breitbart.com
[4] threadreaderapp.com
[4] politico.com
[3] washingtonpost.com
[3] thehill.com

Top Domains in Tweet in G7:
[20] thegatewaypundit.com
[17] breitbart.com
[13] nypost.com
[12] twitter.com
[8] zerohedge.com
[7] waynedupree.com
[4] foxnews.com
[2] republicanleader.gov
[2] washingtonexaminer.com
[2] potatriotsunite.com

Top Domains in Tweet in G8:
[82] twitter.com
[34] theguardian.com
[19] washingtonpost.com
[17] yahoo.com
[17] zerohedge.com
[15] cnn.com
[13] nypost.com
[12] nbcnews.com
[11] breitbart.com
[10] newyorker.com

Top Domains in Tweet in G9:
[35] yahoo.com
[18] twitter.com
[16] essence.com
[9] rawstory.com
[7] cbsnews.com
[5] dailykos.com
[3] theguardian.com
[3] nbcnews.com
[2] washingtonpost.com
[2] slate.com

Top Domains in Tweet in G10:
[214] rawstory.com
[26] palmerreport.com
[9] twitter.com
[9] cbsnews.com
[8] inquirer.com
[4] bytheppl.us
[4] trib.al
[3] essence.com
[3] nationalreview.com
[2] thehill.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[656] impeachment
[221] impeachnow
[189] impeachandremove
[144] trumpbetrayedourallies
[135] nancypelosi
[133] cnn
[132] msnbc
[132] nytimes
[83] trump
[54] trumpgenocide



Top Hashtags in Tweet in G1:
[64] impeachment
[36] kag
[11] maga
[10] trumpgenocide
[10] impeachtrump
[10] impeachandremove
[10] bloodonyourhands
[10] veteransagainsttrump
[9] trump
[7] resist

Top Hashtags in Tweet in G2:
[192] impeachnow
[132] impeachment
[106] impeachandremove
[91] trumpbetrayedourallies
[41] impeachmentiscoming
[39] sosamerica
[19] impeachtrump
[18] sosamerica2019
[17] impeachthemf
[15] trump

Top Hashtags in Tweet in G3:
[132] impeachment
[107] nancypelosi
[107] cnn
[107] msnbc
[107] nytimes
[39] poll
[23] foxnews
[11] kag
[5] maga
[5] impeachthemf

Top Hashtags in Tweet in G4:
[51] impeachment
[18] impeachmenttaskforce
[11] ukraine
[9] impeachandremove
[8] trump
[5] trumpbetrayedourallies
[4] icymi
[4] impeachnow
[3] moscowmitch
[3] removethemalignancy

Top Hashtags in Tweet in G5:
[9] impeachment
[7] nancypelosi
[7] cnn
[7] msnbc
[7] nytimes
[2] adamschiff
[1] releasethetranscript
[1] liberalismisamentaldisorder
[1] ukraine
[1] nba

Top Hashtags in Tweet in G6:
[29] impeachment
[12] unfit
[11] congress
[6] impeachthemf
[6] trump
[6] impeachdonaldtrumpnow
[5] patriotsawakened
[5] flynnfighters
[5] wwg1wga
[4] schiff

Top Hashtags in Tweet in G7:
[10] impeachment
[7] nancypelosi
[7] cnn
[7] msnbc
[7] nytimes
[5] geauxsaints
[5] greatawakeningworldwide
[3] poll
[2] democrats
[2] msm

Top Hashtags in Tweet in G8:
[42] impeachment
[7] trumpbetrayedourallies
[6] topbuzz
[6] trump
[4] impeachandremove
[3] resist
[3] impeachtrump
[3] potus
[3] donaldtrump
[3] smartnews

Top Hashtags in Tweet in G9:
[27] impeachment
[10] trumpbetrayedourallies
[5] impeachandremove
[4] trumpgenocide
[3] onevoice1
[3] doylestown
[3] buckscounty
[3] pennsylvania
[3] impeachtrump
[2] sundaymorning

Top Hashtags in Tweet in G10:
[19] impeachandremove
[16] ari
[12] impeachment
[12] timessquare
[12] sosamerica2019
[8] trumps
[8] tre45on
[7] lindseygraham
[7] whistleblowers
[7] resistance

Top Words
Top Words in Tweet in Entire Graph:
[19783] Words in Sentiment List#1: Positive
[30548] Words in Sentiment List#2: Negative
[510] Words in Sentiment List#3: Angry/Violent
[518021] Non-categorized Words
[568358] Total Words
[16384] impeachment
[6966] trump
[5663] last
[5540] seats
[4938] s

Top Words in Tweet in G1:
[4651] seats
[4647] last
[3085] impeachment
[2491] house
[2410] democrats
[2406] even
[2378] schiff
[2359] call
[2352] fraudulent
[2343] going

Top Words in Tweet in G2:
[2493] impeachment
[1995] trump
[1865] s
[1382] immediate
[1364] now
[1169] right
[903] rally
[901] support
[879] massive
[862] marching

Top Words in Tweet in G3:
[2617] impeachment
[696] s
[676] democrats
[657] trump
[638] news
[629] poll
[567] schiff
[562] fox
[501] t
[477] president

Top Words in Tweet in G4:
[946] impeachment
[702] trump
[333] suit
[332] clause
[323] inquiry
[202] s
[192] against
[189] president
[183] impeachable
[182] make

Top Words in Tweet in G5:
[902] impeachment
[543] schiff
[501] even
[451] s
[406] process
[396] whistleblower
[395] public
[389] secret
[383] witness
[383] unauthorized

Top Words in Tweet in G6:
[685] impeachment
[248] speakerpelosi
[237] trump
[178] s
[158] president
[137] inquiry
[127] call
[120] t
[111] realdonaldtrump
[107] before

Top Words in Tweet in G7:
[727] impeachment
[289] now
[262] things
[228] democrat
[206] democrats
[180] news
[180] poll
[176] fox
[172] country
[170] real

Top Words in Tweet in G8:
[405] impeachment
[215] trump
[107] seats
[99] house
[92] democrats
[87] schiff
[78] inquiry
[75] s
[73] going
[67] senate

Top Words in Tweet in G9:
[343] impeachment
[324] trump
[220] lindseygrahamsc
[164] s
[115] impeach
[114] now
[114] up
[112] put
[109] testify
[109] evidence

Top Words in Tweet in G10:
[480] impeachment
[388] trump
[233] t
[231] want
[229] re
[214] gone
[214] new
[211] couldn
[208] prouder
[208] yell

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2791] use,impeachment
[2783] fraudulent,use
[2782] phone,call
[2769] impeachment,schiff
[2766] democrats,going
[2766] house,seats
[2765] going,lose
[2765] lose,lot
[2764] lot,house
[2764] seats,fraudulent

Top Word Pairs in Tweet in G1:
[2342] use,impeachment
[2339] fraudulent,use
[2322] democrats,going
[2322] fabricated,phone
[2322] phone,call
[2322] seats,put
[2322] put,risk
[2322] risk,even
[2322] supposedly,safe
[2322] last,night

Top Word Pairs in Tweet in G2:
[1758] trump,s
[1363] s,immediate
[1363] immediate,impeachment
[1165] right,now
[878] rally,support
[876] massive,rally
[876] support,trump
[792] times,square
[790] square,right
[790] now,massive

Top Word Pairs in Tweet in G3:
[490] fox,news
[276] impeachment,poll
[268] misrepresented,impeachment
[220] joe,biden
[214] adam,schiff
[212] don,t
[198] nancy,pelosi
[193] impeachment,inquiry
[190] ballot,box
[168] vote,impeachment

Top Word Pairs in Tweet in G4:
[318] impeachment,inquiry
[166] impeachment,clause
[166] clause,speech
[166] speech,debate
[166] debate,clause
[166] clause,make
[166] make,such
[166] such,suit
[166] suit,total
[166] total,bs

Top Word Pairs in Tweet in G5:
[393] impeachment,process
[379] unauthorized,impeachment
[377] chairman,schiff
[377] schiff,decries
[377] decries,possible
[377] possible,witness
[377] witness,coordination
[377] coordination,even
[377] even,barely
[377] barely,2

Top Word Pairs in Tweet in G6:
[127] impeachment,inquiry
[89] call,impeachment
[88] lot,noise
[88] noise,speakerpelosi
[88] speakerpelosi,decided
[88] decided,call
[88] impeachment,before
[88] before,having
[88] having,facts
[88] facts,here

Top Word Pairs in Tweet in G7:
[174] fox,news
[167] real,issues
[166] nearly,half
[166] half,america's
[166] america's,unsheltered
[166] unsheltered,homeless
[166] homeless,now
[166] now,reside
[166] reside,california
[166] california,growing

Top Word Pairs in Tweet in G8:
[69] impeachment,inquiry
[55] use,impeachment
[55] impeachment,schiff
[54] going,lose
[54] lose,lot
[54] house,seats
[53] phone,call
[53] democrats,going
[53] lot,house
[53] seats,fraudulent

Top Word Pairs in Tweet in G9:
[115] trump,s
[104] hi,lindseygrahamsc
[104] lindseygrahamsc,kinda
[104] kinda,extortion
[104] extortion,impeach
[104] impeach,put
[104] put,informers
[104] informers,crosshairs
[104] crosshairs,understand
[104] understand,threatening

Top Word Pairs in Tweet in G10:
[211] couldn,t
[208] re,impeachment
[208] impeachment,couldn
[208] t,prouder
[208] prouder,want
[208] want,trump
[208] trump,gone
[208] gone,yell
[208] yell,little
[208] little,louder

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@lindseygrahamsc
@gop
@kohlweiler
@marcorubio
@joshuapotash
@repadamschiff
@gopleader
@jim_jordan
@cnn

Top Replied-To in G1:
@realdonaldtrump
@gop
@matthewjshow
@gopchairwoman
@joeysalads
@jeffreyguterman
@donaldjtrumpjr
@lesleyabravanel
@angelabelcamino
@1xtrem

Top Replied-To in G2:
@joshuapotash
@by_the_ppl
@aaronblake
@rickpetree
@malcolmnance
@19tk69
@simplyrebecca8
@reporterphoenix
@michaelbest54
@gravietron

Top Replied-To in G3:
@realdonaldtrump
@jamierodr14
@gop
@sxdoc
@jim_jordan
@jeffnc2
@kohlweiler
@kellyannepolls
@thehill
@soaronthewings

Top Replied-To in G4:
@cnn
@tribelaw
@joncoopertweets
@realdonaldtrump
@7virtu
@gop
@boknowsnews
@vanessafrank3
@jrubinblogger
@nytimes

Top Replied-To in G5:
@repmarkmeadows
@dcexaminer
@mkraju
@stuinsd
@realdonaldtrump
@elokiddies
@fstuart2
@cwatson34
@lizrnc
@hedgehogorfox

Top Replied-To in G6:
@repadamschiff
@jim_jordan
@joebiden
@senschumer
@realdonaldtrump
@repleezeldin
@senatemajldr
@speakerpelosi
@kamalaharris
@ilhanmn

Top Replied-To in G7:
@gopleader
@waynedupreeshow
@realdonaldtrump
@kellyannepolls
@johntrumpfankjv
@senatorromney
@epochtimes
@wyrdgrl
@chloesalsameda

Top Replied-To in G8:
@karencbeal1

Top Replied-To in G9:
@lindseygrahamsc
@marcorubio
@realdonaldtrump
@jones17charlene
@l1harrell71
@bookish2015
@gop
@neeratanden
@justinamash
@chris11962

Top Replied-To in G10:
@teapainusa
@palmerreport
@inspiringu2
@helenhs
@giancarloc1985
@nancyosborne180
@mmpadellan
@sifill_ldf

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@speakerpelosi
@lindseygrahamsc
@kellyannepolls
@foxnews
@analisa_swan
@mariabartiromo
@repdougcollins
@potus
@repadamschiff

Top Mentioned in G1:
@realdonaldtrump
@foxnews
@seanhannity
@tomsteyer
@potus
@whitehouse
@cspanwj
@ivetacherneva
@parscale
@standupamerica

Top Mentioned in G2:
@analisa_swan
@realdonaldtrump
@mbenderphoto
@by_the_ppl
@googlenews
@sosamerica2019
@resisteye
@riseandresistny
@joshuapotash
@revoltingdykes

Top Mentioned in G3:
@realdonaldtrump
@kellyannepolls
@foxnews
@mariabartiromo
@repdougcollins
@breitbartnews
@eddierispone
@jessebwatters
@speakerpelosi
@senategop

Top Mentioned in G4:
@msnbc
@joyannreid
@arimelber
@realdonaldtrump
@politicususa
@foxandfriends
@cbsnews
@richardengel
@joebiden
@washingtonpost

Top Mentioned in G5:
@siriusxmpatriot
@byronyork
@mtaibbi
@emilyjashinsky
@politicalelle
@realdonaldtrump
@repmarkmeadows
@fdrlst
@jonschweppe
@breitbartnews

Top Mentioned in G6:
@speakerpelosi
@realdonaldtrump
@potus
@repadamschiff
@jim_jordan
@joebiden
@housedemocrats
@rashidatlaib
@gop
@reprobinkelly

Top Mentioned in G7:
@gatewaypundit
@realdonaldtrump
@waynedupreeshow
@senatemajldr
@charly_fraley
@livemarthasvyrd
@fredfleitz
@janjekielek
@epochtimes
@gop

Top Mentioned in G8:
@liartable
@thewellsreport

Top Mentioned in G9:
@lindseygrahamsc
@realdonaldtrump
@essence
@marcorubio
@senatemajldr
@dannowicki
@gop
@mittromney
@chris11962
@nicholaswu12

Top Mentioned in G10:
@realdonaldtrump
@palmerreport
@bulwarkonline
@davidpriess
@analisa_swan
@sensusancollins
@skohayes
@fly_sistah
@notcapnamerica
@senategop

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@the_news_diva
@alerttrade
@jurylady5
@jim_peoples_
@hrblock_21
@crewislife
@s9tmt
@kat4obama

Top Tweeters in G1:
@alerttrade
@jurylady5
@souljahsingh
@roblwilson
@raybae689
@argojournal
@talkintou
@9975ts
@pmgeezer
@roswellstalkfm

Top Tweeters in G2:
@dancas2
@bannerite
@lehimesa
@menabster
@mog7546
@jilevin
@rafaeslomejor
@scheerenberger
@iflck
@markfromhalsey

Top Tweeters in G3:
@isidormeyer1
@lovtoridemytrek
@yojudenz
@patriotmarie
@starcoreone02
@nahbabynah
@k1a1zzz
@fasting39
@lacerci65
@1catherinesiena

Top Tweeters in G4:
@russelltim151
@huffpost
@sws_edu
@enrico056
@business
@newyorker2212
@saintwalker98
@mlczone
@reuters
@jrbkjrbk

Top Tweeters in G5:
@reneecarrollaz
@saveaslave
@lyn1350
@nvehecnycrrcom1
@usaforyoubruv
@dcexaminer
@izzysroses
@rockie_springer
@sampleatl
@grannygethealth

Top Tweeters in G6:
@kat4obama
@onahunttoday
@inspiteoftrump
@cheezwitham
@eykis
@threadreaderapp
@carolmaewy
@costeslioneler
@toby_dorena
@kimvie

Top Tweeters in G7:
@jtblogs
@mkues65
@disasterpastor
@bfrasier1951
@jentheriot
@kin2souls
@patriciabride
@pennyhicks13
@suzost
@erengwam

Top Tweeters in G8:
@the_news_diva
@globalissuesweb
@therussophile
@crweworld
@new_narrative
@gasfuel
@djblholla
@11alivenews
@ibangel
@khou

Top Tweeters in G9:
@thehallicjshow
@just_old_joe
@stockguy61
@trump_enemy
@justwhatnowwhy
@chriskirouac
@bethsinniresist
@chris11962
@jameskthompson1
@slate

Top Tweeters in G10:
@missb62
@b1e56df9ce6549f
@patta47cake
@linda1746
@morgfair
@rolandsmartin
@billieo2
@vi44
@mterr337
@bndsnoopy61


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