Gaetz, Twitter, 12/5/2019 6:45:02 PM, 218188


FAQ | Problem?

Gaetz_2019-12-05_08-21-24.xlsx
Gaetz_2019-12-05_08-21-24.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 05, 2019
Short Description:
Gaetz via NodeXL http://bit.ly/2PcrKkE
@repmattgaetz
@philehr
@sharplyright
@davidfrum
@girlsreallyrule
@mattgaetz
@addyvanse_com
@realdonaldtrump
@calebjhull
@vodkamuse

Top hashtags:
#impeachinghearings
#impeachmenthearing
#gaetz
#ehrforcongress
#fl01
#mattgaetz

Description:
Description
The graph represents a network of 15,786 Twitter users whose recent tweets contained "Gaetz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 05 December 2019 at 17:08 UTC.

The tweets in the network were tweeted over the 4-hour, 8-minute period from Thursday, 05 December 2019 at 12:12 UTC to Thursday, 05 December 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 : 15786
Unique Edges : 27070
Edges With Duplicates : 1988
Total Edges : 29058
Self-Loops : 1180
Reciprocated Vertex Pair Ratio : 0.00391236306729264
Reciprocated Edge Ratio : 0.00779423226812159
Connected Components : 826
Single-Vertex Connected Components : 518
Maximum Vertices in a Connected Component : 14393
Maximum Edges in a Connected Component : 27713
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.558742
Graph Density : 0.000108125783237722
Modularity : 0.747965
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 15,786 Twitter users whose recent tweets contained "Gaetz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 05 December 2019 at 17:08 UTC.

The tweets in the network were tweeted over the 4-hour, 8-minute period from Thursday, 05 December 2019 at 12:12 UTC to Thursday, 05 December 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 : Gaetz
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:
[1101] https://www.foxnews.com/politics/matt-gaetz-grills-impeachment-witnesses-barron-trump-democrat-donors
[847] https://dailycaller.com/2019/12/05/gaetz-impeachment-democratic-donations/
[130] https://twitter.com/Acyn/status/1202332885790781440
[80] https://www.youtube.com/watch?v=aLU11AXWvXE&feature=youtu.be

[45] https://www.redstate.com/stu-in-sd/2019/12/05/matt-gaetz-exposes-democrats%e2%80%99-%e2%80%9clegal-scholars%e2%80%9d-partisan-hacks/
[40] https://www.thegatewaypundit.com/2019/12/epic-matt-gaetz-silences-the-three-angry-arrogant-law-professors-not-one-witness-has-knowledge-of-single-fact-in-schiff-report-video/
[31] https://www.politicususa.com/2019/12/04/matt-gaetz-pamela-karlan.html
[26] https://twitter.com/RepDougCollins/status/1202334815145668608
[25] https://twitter.com/cnn/status/1202355675227213824
[24] https://www.cnn.com/videos/politics/2019/12/04/impeachment-hearing-judiciary-matt-gaetz-pamela-karlan-vpx.cnn

Top URLs in Tweet in G1:
[648] https://dailycaller.com/2019/12/05/gaetz-impeachment-democratic-donations/
[45] https://www.foxnews.com/politics/matt-gaetz-grills-impeachment-witnesses-barron-trump-democrat-donors
[42] https://www.youtube.com/watch?v=aLU11AXWvXE&feature=youtu.be

[14] https://www.thegatewaypundit.com/2019/12/epic-matt-gaetz-silences-the-three-angry-arrogant-law-professors-not-one-witness-has-knowledge-of-single-fact-in-schiff-report-video/
[11] https://www.youtube.com/watch?v=UbVz_-ib0Jk&feature=youtu.be

[8] https://www.redstate.com/stu-in-sd/2019/12/05/matt-gaetz-exposes-democrats%e2%80%99-%e2%80%9clegal-scholars%e2%80%9d-partisan-hacks/
[6] https://www.rawstory.com/2019/12/matt-gaetz-blows-up-on-pamela-karlan-for-trying-to-defend-herself-you-dont-get-to-interrupt-me/
[5] https://www.politicususa.com/2019/12/04/matt-gaetz-pamela-karlan.html
[5] https://www.youtube.com/watch?v=i-whuCh505w&feature=youtu.be

[5] https://www.youtube.com/watch?v=y1FSFqx6LBM&feature=youtu.be


Top URLs in Tweet in G2:
[920] https://www.foxnews.com/politics/matt-gaetz-grills-impeachment-witnesses-barron-trump-democrat-donors
[70] https://dailycaller.com/2019/12/05/gaetz-impeachment-democratic-donations/
[10] https://redstate.com//stu-in-sd/2019/12/05/matt-gaetz-exposes-democrats%E2%80%99-%E2%80%9Clegal-scholars%E2%80%9D-partisan-hacks/
[6] https://www.redstate.com/stu-in-sd/2019/12/05/matt-gaetz-exposes-democrats%e2%80%99-%e2%80%9clegal-scholars%e2%80%9d-partisan-hacks/
[5] https://www.youtube.com/watch?v=Ds_fCuFHZQk&feature=youtu.be

[4] https://www.brighteon.com/28272faf-116b-4b26-bca5-3a43b7e4bdba?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.wfla.com/news/washington-dc/live-trump-impeachment-hearings-analysis-house-judiciary-committee-up-now/
[2] https://twitter.com/mayawiley/status/1202333365917114368
[2] https://www.zerohedge.com/political/gaetz-goes-snarky-bisexual-impeachment-witness-after-attack-barron-trump
[2] https://twitter.com/CNN/status/1202355675227213824

Top URLs in Tweet in G3:
[12] https://secure.actblue.com/donate/ehr-for-congress-tw
[9] https://secure.actblue.com/donate/philehr?refcode=tw124&amount=20.20
[9] https://www.motherjones.com/politics/2019/07/how-matt-gaetz-used-daddys-money-to-become-trumps-favorite-congressman/
[6] https://secure.actblue.com/donate/philehr?refcode=tw125&amount=20.20
[5] https://twitter.com/philehr/status/1202403430444290048
[5] https://twitter.com/anthony/status/1202369320698953728
[4] https://twitter.com/philehr/status/1202415214521663488
[4] https://crooksandliars.com/2019/12/matt-gaetz-cannot-handle-smart-woman-goes
[4] https://twitter.com/B52Malmet/status/1202331944996024320
[3] http://www.ehrforcongress.com/

Top URLs in Tweet in G4:
[106] https://twitter.com/Acyn/status/1202332885790781440
[5] https://www.youtube.com/watch?v=y1FSFqx6LBM

[2] https://www.ehrforcongress.com/
[2] https://twitter.com/wildwillow65/status/1202601838119272448
[2] https://www.politicususa.com/2019/12/04/matt-gaetz-pamela-karlan.html
[2] https://twitter.com/mattgaetz/status/1202334061504716801
[2] https://twitter.com/rich29uk/status/1202199550221520896
[1] https://twitter.com/atrupar/status/1202333014925160450
[1] https://actionnetwork.org/letters/tell-congress-draw-up-articles-of-impeachment-against-trump
[1] https://www.businessinsider.com/rep-matt-gaetz-suggested-impeaching-obama-trump-impeachment-inquiry-2019-12

Top URLs in Tweet in G5:
[5] https://twitter.com/Acyn/status/1202332885790781440
[2] https://twitter.com/ReginaldALawso1/status/1202543901434880000
[1] https://twitter.com/repmattgaetz/status/1202340270743969792
[1] https://twitter.com/hughhewitt/status/1202362868332666880
[1] https://twitter.com/joycewhitevance/status/1202581912734355456
[1] https://twitter.com/MaggieDeg4/status/1202373485512871936
[1] https://twitter.com/preetbharara/status/1202346719939321856

Top URLs in Tweet in G6:
[10] https://twitter.com/Acyn/status/1202332885790781440
[3] https://www.politicususa.com/2019/12/04/matt-gaetz-pamela-karlan.html
[3] https://twitter.com/acyn/status/1202332885790781440
[3] https://crooksandliars.com/2019/12/matt-gaetz-cannot-handle-smart-woman-goes
[3] https://www.politicususa.com/2019/12/04/matt-gaetz-pamela-karlan.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/PoliticusSarah/status/1202335213621305350
[2] https://www.motherjones.com/politics/2019/07/how-matt-gaetz-used-daddys-money-to-become-trumps-favorite-congressman/
[2] https://twitter.com/girlsreallyrule/status/1202334135911624704
[2] https://mavenroundtable.io/theintellectualist/news/matt-gaetz-was-the-sole-no-vote-on-a-bipartisan-anti-human-trafficking-bill-tpiWXXNnLEakGGGVoQWdtg/
[1] https://twitter.com/VodkaMuse/status/1202332069415866370

Top URLs in Tweet in G7:
[25] https://dailycaller.com/2019/12/05/gaetz-impeachment-democratic-donations/
[23] https://twitter.com/RepDougCollins/status/1202334815145668608
[14] https://www.foxnews.com/politics/matt-gaetz-grills-impeachment-witnesses-barron-trump-democrat-donors
[4] https://amgreatness.com/2019/12/04/matt-gaetz-scorches-dem-witness-for-invoking-barron-trump-it-makes-you-look-mean/
[2] https://hannity.com/media-room/fireworks-gaetz-confronts-professor-karlan-over-donations-use-of-barron-trump-to-attack-the-president/
[1] https://twitter.com/cnn/status/1202355675227213824
[1] https://www.politicususa.com/2019/12/04/matt-gaetz-pamela-karlan.html
[1] https://www.redstate.com/stu-in-sd/2019/12/05/matt-gaetz-exposes-democrats%e2%80%99-%e2%80%9clegal-scholars%e2%80%9d-partisan-hacks/
[1] https://twitter.com/repmattgaetz/status/1202607663873449984
[1] https://pjmedia.com/trending/rep-matt-gaetz-just-brought-a-blow-torch-to-the-impeachment-hearings-and-set-a-glorious-bonfire/

Top URLs in Tweet in G8:
[14] https://dailycaller.com/2019/12/05/gaetz-impeachment-democratic-donations/
[11] https://www.foxnews.com/politics/matt-gaetz-grills-impeachment-witnesses-barron-trump-democrat-donors
[2] https://twitter.com/cspan/status/1202333467905798145
[1] https://trib.al/x9LTRE8
[1] https://twitter.com/cnn/status/1202355675227213824
[1] https://twitter.com/KamVTV/status/1202336832723312640
[1] https://www.zerohedge.com/political/gaetz-goes-snarky-bisexual-impeachment-witness-after-attack-barron-trump
[1] https://twitter.com/mattgaetz/status/1202334061504716801?s=19

Top URLs in Tweet in G9:
[26] https://dailycaller.com/2019/12/05/gaetz-impeachment-democratic-donations/
[25] https://www.foxnews.com/politics/matt-gaetz-grills-impeachment-witnesses-barron-trump-democrat-donors
[17] https://www.thegatewaypundit.com/2019/12/epic-matt-gaetz-silences-the-three-angry-arrogant-law-professors-not-one-witness-has-knowledge-of-single-fact-in-schiff-report-video/
[9] https://www.thegatewaypundit.com/2019/12/outstanding-matt-gaetz-blasts-radical-far-left-and-mean-professor-karlan-after-she-attacks-young-barron-trump-video/
[4] https://www.redstate.com/stu-in-sd/2019/12/05/matt-gaetz-exposes-democrats%e2%80%99-%e2%80%9clegal-scholars%e2%80%9d-partisan-hacks/
[4] https://twitter.com/CalebJHull/status/1202333561115828226
[3] https://www.westernjournal.com/mic-drop-fired-matt-gaetz-demolishes-anti-trump-witnesses/?utm_source=twitter&utm_medium=capinstitute&utm_campaign=twitter&utm_content=2019-12-05
[3] https://twitter.com/RepMattGaetz/status/1202336138981236736
[2] https://www.zerohedge.com/political/gaetz-goes-snarky-bisexual-impeachment-witness-after-attack-barron-trump
[2] https://www.redstate.com/nick-arama/2019/12/04/wheels-come-off-impeachment-hearing-with-law-profs-called-by-dems-but-they-get-schooled-by-matt-gaetz/

Top URLs in Tweet in G10:
[33] https://www.foxnews.com/politics/matt-gaetz-grills-impeachment-witnesses-barron-trump-democrat-donors
[20] https://www.youtube.com/watch?v=aLU11AXWvXE&feature=youtu.be

[16] https://www.cnn.com/videos/politics/2019/12/04/impeachment-hearing-judiciary-matt-gaetz-pamela-karlan-vpx.cnn
[13] https://www.rawstory.com/2019/12/george-conway-worries-the-house-gop-caucus-has-an-iq-cap-after-matt-gaetz-says-obama-could-be-impeached/
[11] https://www.westernjournal.com/mic-drop-fired-matt-gaetz-demolishes-anti-trump-witnesses/?utm_source=Twitter&utm_medium=PostSideSharingButtons&utm_campaign=websitesharingbuttons
[10] https://twitter.com/repmattgaetz/status/1202336138981236736
[8] https://twitter.com/cnn/status/1202355675227213824
[8] https://www.westernjournal.com/mic-drop-fired-matt-gaetz-demolishes-anti-trump-witnesses/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[8] https://pjmedia.com/trending/rep-matt-gaetz-just-brought-a-blow-torch-to-the-impeachment-hearings-and-set-a-glorious-bonfire/
[7] https://twitter.com/RepMattGaetz/status/1202336138981236736

Top Domains
Top Domains in Tweet in Entire Graph:
[1121] foxnews.com
[848] dailycaller.com
[635] twitter.com
[169] youtube.com
[76] redstate.com
[57] thegatewaypundit.com
[49] westernjournal.com
[44] rawstory.com
[37] politicususa.com
[35] actblue.com

Top Domains in Tweet in G1:
[649] dailycaller.com
[87] youtube.com
[48] foxnews.com
[44] twitter.com
[16] thegatewaypundit.com
[11] redstate.com
[11] rawstory.com
[5] politicususa.com
[4] actblue.com
[4] motherjones.com

Top Domains in Tweet in G2:
[921] foxnews.com
[70] dailycaller.com
[19] redstate.com
[10] twitter.com
[9] youtube.com
[4] brighteon.com
[3] wfla.com
[2] zerohedge.com
[2] amgreatness.com
[1] theconservativetreehouse.com

Top Domains in Tweet in G3:
[37] twitter.com
[29] actblue.com
[9] motherjones.com
[4] rawstory.com
[4] crooksandliars.com
[3] ehrforcongress.com
[2] kgoradio.com
[2] snopes.com
[1] ft.com
[1] politifact.com

Top Domains in Tweet in G4:
[118] twitter.com
[5] youtube.com
[2] ehrforcongress.com
[2] nytv.to
[2] politicususa.com
[1] actionnetwork.org
[1] businessinsider.com
[1] rawstory.com
[1] cnn.com
[1] motherjones.com

Top Domains in Tweet in G5:
[12] twitter.com

Top Domains in Tweet in G6:
[21] twitter.com
[6] politicususa.com
[4] rawstory.com
[3] crooksandliars.com
[2] motherjones.com
[2] mavenroundtable.io
[1] newsweek.com
[1] yahoo.com
[1] businessinsider.com
[1] cnn.com

Top Domains in Tweet in G7:
[26] twitter.com
[25] dailycaller.com
[15] foxnews.com
[4] amgreatness.com
[2] hannity.com
[1] politicususa.com
[1] redstate.com
[1] pjmedia.com
[1] breitbart.com

Top Domains in Tweet in G8:
[14] dailycaller.com
[11] foxnews.com
[5] twitter.com
[1] trib.al
[1] zerohedge.com

Top Domains in Tweet in G9:
[27] thegatewaypundit.com
[26] dailycaller.com
[25] foxnews.com
[8] twitter.com
[6] redstate.com
[5] westernjournal.com
[3] youtube.com
[2] zerohedge.com
[1] nypost.com
[1] theconservativetreehouse.com

Top Domains in Tweet in G10:
[193] twitter.com
[46] foxnews.com
[35] youtube.com
[26] westernjournal.com
[21] rawstory.com
[18] cnn.com
[14] redstate.com
[13] pjmedia.com
[6] breitbart.com
[6] zerohedge.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[150] impeachinghearings
[57] impeachmenthearing
[54] gaetz
[50] ehrforcongress
[49] fl01
[44] mattgaetz
[43] impeachmenthearings
[42] mattgaetzisatool
[26] impeachment
[23] impeachmenthoax



Top Hashtags in Tweet in G1:
[62] impeachinghearings
[19] impeachmenthearings
[18] gaetz
[14] owns
[12] impeachment
[12] fl01
[11] mattgaetzisatool
[10] twgrp
[9] mattgaetz
[9] impeachmentscam

Top Hashtags in Tweet in G2:
[10] thuglife
[6] impeachmenthearings
[6] impeachmenthearing
[4] owns
[2] impeachmentpbs
[2] gaetz
[1] foxnews
[1] impeachinghearings
[1] leftists
[1] liberals

Top Hashtags in Tweet in G3:
[11] ehrforcongress
[10] impeachmenthearing
[9] impeachinghearings
[5] mattgaetzisatool
[5] fl01
[5] voteblue
[4] beatthegop
[3] smartnews
[2] dui
[2] republicans

Top Hashtags in Tweet in G4:
[62] impeachinghearings
[27] fl01
[20] ehrforcongress
[12] impeachmenthearing
[5] americansforimpeachment
[5] impeachmentfantasy
[5] trumplandslidevictory2020
[3] pizzagaetz
[3] mattgaetzisatool
[2] impeachmenthearings

Top Hashtags in Tweet in G5:
[15] ehrforcongress
[3] impeachinghearings
[3] fl01

Top Hashtags in Tweet in G6:
[16] impeachmenthearing
[11] mattgaetzisatool
[3] impeachinghearings
[3] wtp2020
[3] trumpisalaughingstock
[3] impeachmenthearings
[2] ehrforcongress
[2] fl01
[1] gop
[1] maga

Top Hashtags in Tweet in G7:
[4] maga
[1] foxnews
[1] impeachment
[1] kag

Top Hashtags in Tweet in G8:
[13] gaetz
[13] professorkarlan
[13] resistance
[2] trumpcrimefamilymustgo
[2] trumpbetrayedourallies
[1] liberalbully
[1] karlan

Top Hashtags in Tweet in G9:
[18] jordansviewexpress
[5] impeachmenthoax
[3] schiffshow
[3] mattgaetz
[2] trump2020
[2] thestory
[2] tucker
[2] hannity
[2] impeachinghearing
[2] impeachinghearings

Top Hashtags in Tweet in G10:
[7] foxnews
[4] gaetz
[4] mattgaetz
[4] impeachment
[4] smartnews
[3] mattgaetzisatool
[2] topbuzz
[2] gophypocrisy
[2] gymjordan
[2] cnn

Top Words
Top Words in Tweet in Entire Graph:
[13617] Words in Sentiment List#1: Positive
[16708] Words in Sentiment List#2: Negative
[52] Words in Sentiment List#3: Angry/Violent
[438872] Non-categorized Words
[469197] Total Words
[17658] gaetz
[13950] matt
[5589] impeachment
[5294] witnesses
[4114] trump

Top Words in Tweet in G1:
[3340] gaetz
[2369] matt
[1847] witnesses
[1496] impeachment
[1279] repmattgaetz
[954] rep
[897] president
[730] look
[699] makes
[660] read

Top Words in Tweet in G2:
[2075] gaetz
[1976] matt
[1716] impeachment
[1700] trump
[1687] witnesses
[1685] barron
[1594] bias
[1588] democratic
[1585] over
[1582] donations

Top Words in Tweet in G3:
[1905] gaetz
[1694] matt
[731] today
[726] 2020
[724] facts
[711] opportunity
[711] observe
[711] objectively
[711] chose
[711] charades

Top Words in Tweet in G4:
[1772] gaetz
[1465] matt
[453] professor
[447] tries
[367] law
[356] take
[356] s
[353] fails
[350] harvard
[350] miserably

Top Words in Tweet in G5:
[1106] gaetz
[1068] matt
[965] republicans
[940] impeachment
[935] time
[920] argues
[920] consumed
[920] process
[920] congress
[920] things

Top Words in Tweet in G6:
[1131] gaetz
[963] matt
[380] s
[336] one
[313] lot
[311] fucking
[308] going
[308] here
[305] agree
[304] around

Top Words in Tweet in G7:
[810] gaetz
[728] s
[558] argument
[557] lend
[557] credibility
[530] matt
[508] makes
[502] look
[412] barron
[390] witnesses

Top Words in Tweet in G8:
[749] gaetz
[678] matt
[493] trump
[363] barron
[324] rep
[285] pamela
[249] witnesses
[187] admit
[187] karlan
[185] now

Top Words in Tweet in G9:
[706] gaetz
[577] matt
[307] trump
[276] barron
[211] professors
[210] report
[207] silences
[205] knowledge
[205] single
[205] fact

Top Words in Tweet in G10:
[502] gaetz
[320] matt
[134] trump
[129] impeachment
[117] witnesses
[60] barron
[57] over
[56] rep
[50] up
[49] hearing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13570] matt,gaetz
[2950] barron,trump
[2261] impeachment,witnesses
[2026] rep,matt
[1963] dig,barron
[1961] witnesses,over
[1958] over,democratic
[1958] democratic,donations
[1949] slams,professor's
[1949] professor's,dig

Top Word Pairs in Tweet in G1:
[2191] matt,gaetz
[811] rep,matt
[678] makes,look
[655] impeachment,panel
[655] panel,witnesses
[649] gaetz,tears
[649] tears,impeachment
[648] read,'it
[648] 'it,makes
[648] look,mean'

Top Word Pairs in Tweet in G2:
[1967] matt,gaetz
[1672] barron,trump
[1578] dig,barron
[1577] impeachment,witnesses
[1577] witnesses,over
[1576] over,democratic
[1576] democratic,donations
[1576] slams,professor's
[1576] professor's,dig
[1574] gaetz,absolute

Top Word Pairs in Tweet in G3:
[1686] matt,gaetz
[711] today,matt
[711] gaetz,opportunity
[711] opportunity,observe
[711] observe,facts
[711] facts,objectively
[711] objectively,chose
[711] chose,charades
[711] charades,2020
[711] 2020,coming

Top Word Pairs in Tweet in G4:
[1402] matt,gaetz
[447] gaetz,tries
[353] law,professor
[350] tries,take
[350] fails,miserably
[349] take,harvard
[349] harvard,law
[349] professor,fails
[170] doesn,t
[168] gaetz,doesn

Top Word Pairs in Tweet in G5:
[1068] matt,gaetz
[920] gaetz,argues
[920] argues,time
[920] time,consumed
[920] consumed,impeachment
[920] impeachment,process
[920] process,congress
[920] congress,things
[920] things,republicans
[920] republicans,declined

Top Word Pairs in Tweet in G6:
[927] matt,gaetz
[299] s,lot
[299] lot,drama
[299] drama,going
[299] going,around
[299] around,here
[299] here,day
[299] day,agree
[299] agree,one
[299] one,thing

Top Word Pairs in Tweet in G7:
[557] lend,credibility
[557] credibility,argument
[528] matt,gaetz
[497] makes,look
[331] barron,lend
[327] knowledge,single
[327] fact,schiff
[327] schiff,report
[321] personal,knowledge
[321] single,material

Top Word Pairs in Tweet in G8:
[678] matt,gaetz
[346] barron,trump
[296] rep,matt
[184] admit,donated
[184] donated,thousands
[181] gaetz,absolutely
[181] absolutely,eviscerated
[181] eviscerated,democrat
[181] democrat,witnesses
[181] witnesses,3

Top Word Pairs in Tweet in G9:
[569] matt,gaetz
[260] barron,trump
[207] gaetz,silences
[205] knowledge,single
[205] fact,schiff
[205] schiff,report
[198] video,gatewaypundit
[190] professors,one
[190] single,fact
[189] epic,matt

Top Word Pairs in Tweet in G10:
[307] matt,gaetz
[62] impeachment,witnesses
[54] barron,trump
[39] gaetz,grills
[39] grills,impeachment
[38] witnesses,over
[37] over,democratic
[37] democratic,donations
[37] dig,barron
[32] rep,matt

Top Replied-To
Top Replied-To in Entire Graph:
@repmattgaetz
@cnn
@skennedy1979
@girlsreallyrule
@gopoversight
@mattgaetz
@acyn
@stevescalise
@jadedcreative
@sharplyright

Top Replied-To in G1:
@repmattgaetz
@skennedy1979
@gopoversight
@mattgaetz
@stevescalise
@repthomasmassie
@realdonaldtrump
@blazetv
@davidmweissman
@kilmeade

Top Replied-To in G2:
@sharplyright
@jackposobiec
@addyvanse_com
@realdonaldtrump
@parscale
@repmattgaetz
@redstate
@mchkrem
@nolapatriot
@thelastrefuge2

Top Replied-To in G3:
@preetbharara
@adamparkhomenko
@bryanbehar
@dcpoll
@philehr
@candiceaiston
@lisaracer2
@glennkirschner2
@twmentality1
@funder

Top Replied-To in G4:
@girlsreallyrule
@acyn
@therickwilson
@funder
@grantstern
@ida_skibenes
@thedemcoalition
@joyannreid
@sethabramson
@briantylercohen

Top Replied-To in G5:
@davidfrum
@philehr
@boba1959
@heathmayo
@briantylercohen
@solusnan1
@jcampbellva75

Top Replied-To in G6:
@jadedcreative
@gtconway3d
@mysterysolvent
@rvawonk
@wesley_jordan
@politicussarah
@vodkamuse
@devincow
@ashleyfeinberg
@thistallawkgirl

Top Replied-To in G7:
@seanhannity
@armastrangelo
@jackposobiec
@chesleydohl
@art_woolums
@whereisjustice0
@mattgaetz
@chatbycc
@repmattgaetz
@kimcole34273087

Top Replied-To in G8:
@abc
@calebjhull
@kamvtv
@cares_chris
@ironhorse76
@ari4truth
@sandy_sori
@jimmueller14
@mattd546

Top Replied-To in G9:
@stlpcs
@amicah1
@texastweetybird
@chuckwoolery
@theriseofrod
@trumpwarroom
@amerikangirlll
@curtishouck
@mitchellvii

Top Mentioned
Top Mentioned in Entire Graph:
@repmattgaetz
@philehr
@mattgaetz
@realdonaldtrump
@youtube
@gatewaypundit
@orcusa1
@9mmcassy
@sjpfish
@gglocksx

Top Mentioned in G1:
@repmattgaetz
@mattgaetz
@realdonaldtrump
@youtube
@jakesherman
@gop
@repadamschiff
@philehr
@lrihendry
@saracarterdc

Top Mentioned in G2:
@realdonaldtrump
@repmattgaetz
@parscale
@stoxman1
@noahrfeldman
@benshapiro
@charliekirk11
@gatewaypundit
@maricristy
@rightwingmadman

Top Mentioned in G3:
@philehr
@philarballo2020
@mikelarsenoh
@tedracobb
@welch_tx
@mitranoforny23
@carolyn4ga7
@elisacardnell
@repmattgaetz
@maddow

Top Mentioned in G4:
@philehr
@girlsreallyrule
@soletrader4u
@acyn
@therickwilson
@powersource36
@devinnunes
@thedemcoalition
@faganwrites
@viewsplusnews

Top Mentioned in G5:
@philehr
@marycmccormack
@davidfrum
@dewhirst_wvd
@francarose33
@fiordiligi5
@flotus
@mattgaetz
@bevdevwarrior
@attorneylsg

Top Mentioned in G6:
@politicususa
@philehr
@gop
@gtconway3d
@wtp__2020
@redpainter1
@devincow
@jadedcreative
@rvawonk
@b3llaev3

Top Mentioned in G7:
@repmattgaetz
@gatewaypundit
@roylmurry425
@jeff_poor
@steph93065
@seanhannity
@realdonaldtrump
@ftman21
@vance_lunn
@connienicarr

Top Mentioned in G8:
@mattgaetz
@repmattgaetz
@calebjhull
@gatewaypundit
@csmcphlospher
@jasonhaber
@realdonaldtrump
@pjbowles4
@kimmwaters4
@briteeye777

Top Mentioned in G9:
@gatewaypundit
@orcusa1
@9mmcassy
@sjpfish
@gglocksx
@stewl6
@cmcc4m
@warrior4trump20
@laridious
@laurelsobol

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@jim_peoples_
@commonpatriot
@missyjo79
@jjauthor
@isidormeyer1
@real_infinity95
@myplace4u
@jncbooks

Top Tweeters in G1:
@missyjo79
@debrammason1
@soniaerasmus
@rockynickydog
@reneecarrollaz
@actdontreact
@unlewis
@blisstabitha
@mjgranger1
@inabsentia9

Top Tweeters in G2:
@commonpatriot
@dclarediane
@roswellstalkfm
@msavaarmstrong
@texasfreedom101
@votingred1
@wwwillstand
@drofdem
@eyegloarts
@6549lmartin

Top Tweeters in G3:
@missb62
@metaquest
@lisakbromley
@minotauresse
@tottenbill
@afaduln2
@janet_yackle
@sar_oso
@sylviaz1913
@dismisstrump

Top Tweeters in G4:
@tomthunkitsmind
@cheezwitham
@wildwillow65
@solusnan1
@miss_placed_
@prime_bee
@wise_diva
@briangrnotabot
@castonchris
@vi44

Top Tweeters in G5:
@txsleuthusa
@jayoung1892
@sherazkhannyc
@elyse4design
@murfad
@blaha_b
@anonbruja
@rebeccaswh
@badwolf303
@mcassara143

Top Tweeters in G6:
@jncbooks
@davidlance3
@kak089
@politicalbee
@anthonybourque
@stetayen
@hardknoxfirst
@mdjacksondallas
@emersonfan1
@kath2252

Top Tweeters in G7:
@roylmurry425
@mkues65
@saveaslave
@connnutmeg
@cheri_kentucky
@willbarrett_1
@lyleklich
@chatbycc
@dianachic1
@whereisjustice0

Top Tweeters in G8:
@real_infinity95
@lucysullivan888
@angelatange65
@freedomchild3
@kimmwaters4
@abc
@pilarmel13
@blgaethgaeth
@gupdiver
@franginter

Top Tweeters in G9:
@jim_peoples_
@jtblogs
@susaniverach
@rentonmagauk
@growingaway
@davidf4444
@ymcglaun
@jefflee2020
@nancyl367
@jcoralpark

Top Tweeters in G10:
@sddphoto
@israelnewslinks
@gstuedler
@nhdogmom
@lacunalingua
@kentpg
@lg4lg
@joepalojoe
@kylie_oneil75
@d_roneal