#kag, Twitter, 1/27/2020 5:22:14 PM, 220331


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#kag Twitter NodeXL SNA Map and Report for Monday, 27 January 2020 at 11:42 UTC
#kag Twitter NodeXL SNA Map and Report for Monday, 27 January 2020 at 11:42 UTC
From:
SMRFoundation
Uploaded on:
January 27, 2020
Short Description:
#kag via NodeXL http://bit.ly/2RzsbIh
@realdonaldtrump
@wyn1745
@themagabot
@go4itbas
@potus
@john_kissmybot
@deepstateexpose
@kpnationalist19
@colsdm
@gayrepublicswag

Top hashtags:
#kag
#maga
#trump2020
#america
#voteredtosaveamerica
#wwg1wga
#trump
#qanon
#veterans

Description:
Description
The graph represents a network of 14,211 Twitter users whose recent tweets contained "#kag", 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, 27 January 2020 at 11:59 UTC.

The tweets in the network were tweeted over the 13-hour, 59-minute period from Sunday, 26 January 2020 at 21:43 UTC to Monday, 27 January 2020 at 11:42 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 : 14211
Unique Edges : 30599
Edges With Duplicates : 10342
Total Edges : 40941
Number of Edge Types : 5
Mentions : 7854
MentionsInRetweet : 20079
Retweet : 8920
Replies to : 3196
Tweet : 892
Self-Loops : 995
Reciprocated Vertex Pair Ratio : 0.00705790485343585
Reciprocated Edge Ratio : 0.0140168799021801
Connected Components : 272
Single-Vertex Connected Components : 148
Maximum Vertices in a Connected Component : 13729
Maximum Edges in a Connected Component : 40451
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.657584
Graph Density : 0.00016604575922221
Modularity : 0.549261
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 14,211 Twitter users whose recent tweets contained "#kag", 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, 27 January 2020 at 11:59 UTC.

The tweets in the network were tweeted over the 13-hour, 59-minute period from Sunday, 26 January 2020 at 21:43 UTC to Monday, 27 January 2020 at 11:42 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 : #kag
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[88] https://townhall.com/tipsheet/bronsonstocking/2020/01/22/biden-says-he-would-fire-ice-agents-for-deporting-drunk-driving-illegals-n2559963?2621
[38] https://www.westernjournal.com/house-dems-get-impeachment-quagmire-maxine-waters-drags-right-back/?utm_source=Twitter&utm_medium=PostBottomSharingButtons&utm_campaign=websitesharingbuttons
[37] https://trendingpolitics.com/in-another-blow-to-biden-top-iowa-newspaper-endorses-liz-warren/#.Xi5x8mgyQK0.twitter
[37] https://www.westernjournal.com/biden-goes-off-reporter-bizarre-rant-getting-nervous/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[34] https://bearingarms.com/cam-e/2020/01/25/six-gun-control-measures-va-house/
[32] https://www.youtube.com/watch?v=g67yxre_8OY&feature=youtu.be

[30] https://twitter.com/markdice/status/1221656070554181632
[28] https://trendingpolitics.com/video/trump-defense-pokes-6-major-holes-in-dem-impeachment-case-6533.html#.XiyDaFyZDvw.twitter
[26] https://www.bizpacreview.com/2020/01/26/the-blood-drained-from-adam-schiffs-face-senator-describes-key-moment-trumps-defense-879592
[20] https://kaginfo.org/Candidates.aspx

Top URLs in Tweet in G1:
[9] https://townhall.com/tipsheet/bronsonstocking/2020/01/22/biden-says-he-would-fire-ice-agents-for-deporting-drunk-driving-illegals-n2559963?2621
[6] https://www.westernjournal.com/house-dems-get-impeachment-quagmire-maxine-waters-drags-right-back/?utm_source=Twitter&utm_medium=PostBottomSharingButtons&utm_campaign=websitesharingbuttons
[4] https://bearingarms.com/cam-e/2020/01/25/six-gun-control-measures-va-house/
[4] https://help.twitter.com/articles/20169222
[3] https://trendingpolitics.com/in-another-blow-to-biden-top-iowa-newspaper-endorses-liz-warren/#.Xi5x8mgyQK0.twitter
[3] https://www.youtube.com/watch?v=n5OTGEaswH8&feature=youtu.be

[3] https://www.youtube.com/watch?v=3eZYxeoTJJE&feature=youtu.be

[3] https://twitter.com/realDonaldTrump/status/1221640785478791170
[2] https://www.youtube.com/watch?v=acuGOGSfQHQ&feature=youtu.be

[2] https://twitter.com/markdice/status/1221656070554181632

Top URLs in Tweet in G2:
[58] https://townhall.com/tipsheet/bronsonstocking/2020/01/22/biden-says-he-would-fire-ice-agents-for-deporting-drunk-driving-illegals-n2559963?2621
[32] https://www.youtube.com/watch?v=g67yxre_8OY&feature=youtu.be

[25] https://www.westernjournal.com/biden-goes-off-reporter-bizarre-rant-getting-nervous/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[23] https://trendingpolitics.com/video/trump-defense-pokes-6-major-holes-in-dem-impeachment-case-6533.html#.XiyDaFyZDvw.twitter
[22] https://www.bizpacreview.com/2020/01/26/the-blood-drained-from-adam-schiffs-face-senator-describes-key-moment-trumps-defense-879592
[22] https://www.westernjournal.com/house-dems-get-impeachment-quagmire-maxine-waters-drags-right-back/?utm_source=Twitter&utm_medium=PostBottomSharingButtons&utm_campaign=websitesharingbuttons
[22] https://bearingarms.com/cam-e/2020/01/25/six-gun-control-measures-va-house/
[21] https://trendingpolitics.com/in-another-blow-to-biden-top-iowa-newspaper-endorses-liz-warren/#.Xi5x8mgyQK0.twitter
[17] https://abcnews.go.com/Politics/wireStory/report-bolton-trump-tied-ukraine-funds-biden-probe-68551044?cid=clicksource_4380645_4_three_posts_card_hed
[8] https://www.youtube.com/watch?v=3eZYxeoTJJE&feature=youtu.be


Top URLs in Tweet in G3:
[8] https://qcrushtees.com/
[7] https://townhall.com/tipsheet/bronsonstocking/2020/01/22/biden-says-he-would-fire-ice-agents-for-deporting-drunk-driving-illegals-n2559963?2621
[5] https://www.westernjournal.com/biden-goes-off-reporter-bizarre-rant-getting-nervous/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[5] https://israelortegacruzforcongress.com/
[4] https://twitter.com/markdice/status/1221656070554181632
[4] https://secure.winred.com/samuelleewilliams/donate
[4] https://www.westernjournal.com/house-dems-get-impeachment-quagmire-maxine-waters-drags-right-back/?utm_source=Twitter&utm_medium=PostBottomSharingButtons&utm_campaign=websitesharingbuttons
[3] https://twitter.com/JeffMcTN1/status/1221635607195242496
[3] https://trendingpolitics.com/in-another-blow-to-biden-top-iowa-newspaper-endorses-liz-warren/#.Xi5x8mgyQK0.twitter
[3] https://bearingarms.com/cam-e/2020/01/25/six-gun-control-measures-va-house/

Top URLs in Tweet in G4:
[2] https://trendingpolitics.com/in-another-blow-to-biden-top-iowa-newspaper-endorses-liz-warren/#.Xi5x8mgyQK0.twitter
[2] https://townhall.com/tipsheet/bronsonstocking/2020/01/22/biden-says-he-would-fire-ice-agents-for-deporting-drunk-driving-illegals-n2559963?2621
[1] https://twitter.com/realDonaldTrump/status/1220013726935351296
[1] https://www.westernjournal.com/house-dems-get-impeachment-quagmire-maxine-waters-drags-right-back/?utm_source=Twitter&utm_medium=PostBottomSharingButtons&utm_campaign=websitesharingbuttons
[1] https://www.youtube.com/watch?v=fzzfxmKBz2g&list=PL1EB4DEA62E116A84&index=1

[1] https://bearingarms.com/cam-e/2020/01/25/six-gun-control-measures-va-house/
[1] https://trendingpolitics.com/romney-wants-witnesses-before-trump-defense-team-has-even-finished-their-case/

Top URLs in Tweet in G5:
[5] https://trendingpolitics.com/in-another-blow-to-biden-top-iowa-newspaper-endorses-liz-warren/#.Xi5x8mgyQK0.twitter
[2] https://trumptrainnews.com/articles/the-democrat-s-impeachment-trial-drawing-low-ratings
[2] https://www.westernjournal.com/poll-impeachment-continues-backfire-majority-oppose-removing-trump/?utm_source=Twitter&utm_medium=PostSideSharingButtons&utm_campaign=websitesharingbuttons
[2] https://trumptrainnews.com/articles/jim-jordan-reveals-4-impeachment-facts-democrats-will-never-change
[1] https://www.hollywoodreporter.com/news/joy-villa-shocks-pro-trump-impeached-elected-gown-at-2020-grammys-1272938
[1] https://trendingpolitics.com/video/trump-defense-pokes-6-major-holes-in-dem-impeachment-case-6533.html#.XiyDaFyZDvw.twitter
[1] https://www.thegatewaypundit.com/2020/01/how-awful-adam-schiff-calls-trump-a-king-and-cheat-accuses-president-trump-soliciting-foreign-interference-in-us-elections-video/
[1] https://www.thegatewaypundit.com/2020/01/breaking-exclusive-we-caught-him-rep-adam-schiff-caught-leaking-classified-information-from-house-committee-in-effort-to-damage-president-trump/
[1] https://www.thegatewaypundit.com/2020/01/pull-the-kill-switch-democrat-hakeem-jeffries-calls-president-trump-the-grand-wizard-of-1600-pennsylvania-avenue-kkk-trump-video/
[1] https://www.thegatewaypundit.com/2020/01/revealed-democrats-on-house-impeachment-team-voted-against-the-aid-package-for-ukraine-they-want-to-impeach-trump-over-video/

Top URLs in Tweet in G6:
[20] https://twitter.com/markdice/status/1221656070554181632
[3] https://townhall.com/tipsheet/bronsonstocking/2020/01/22/biden-says-he-would-fire-ice-agents-for-deporting-drunk-driving-illegals-n2559963?2621
[2] https://twitter.com/shem_infinite/status/1221606104855142411
[2] http://CorsiNation.com
[1] https://www.bbc.com/news/world-middle-east-51114945
[1] https://www.jihadwatch.org/2020/01/three-al-qaeda-jihadis-caught-trying-to-enter-the-us-with-colombian-passports
[1] https://www.redstate.com/streiff/2020/01/21/ice-deports-a-possible-iranian-terrorist-despite-a-federal-judges-order/
[1] https://www.tumblr.com/privacy/consent?redirect=https%3A%2F%2Fcreepingsharia.tumblr.com%2Fpost%2F190476298111%2Fburned-beyond-recognition-muslim-persecution-of
[1] https://gellerreport.com/2020/01/ups-sex-slave-police.html/
[1] https://www.thegatewaypundit.com/2020/01/perfect-timing-anonymous-sources-claim-bolton-book-manuscript-accuses-trump-of-tying-ukraine-aid-to-biden-investigations/

Top URLs in Tweet in G7:
[3] https://help.twitter.com/articles/20169222
[2] https://www.thegatewaypundit.com/2020/01/revealed-democrats-on-house-impeachment-team-voted-against-the-aid-package-for-ukraine-they-want-to-impeach-trump-over-video/
[2] https://www.thegatewaypundit.com/2020/01/democrat-house-impeachment-manager-rep-zoe-lofgren-admits-impeachment-is-all-about-the-election-video/
[2] https://townhall.com/tipsheet/bronsonstocking/2020/01/22/biden-says-he-would-fire-ice-agents-for-deporting-drunk-driving-illegals-n2559963?2621
[1] https://www.thegatewaypundit.com/2020/01/it-went-right-to-the-top-what-they-did-was-so-illegal-never-been-anything-like-this-president-trump-accuses-obama-of-illegal-spying-on-his-campaign-video/
[1] https://dailycaller.com/2020/01/26/adam-schiff-republicans-head-on-a-pike-moral-courage/
[1] https://www.thegatewaypundit.com/2020/01/is-this-a-funeral-or-a-rally-top-democratic-candidate-joe-biden-cant-fill-a-living-room-in-iowa/
[1] https://cnsnews.com/blog/craig-bannister/cipollone-impeachment-dems-came-here-24-hours-and-hid-evidence-you
[1] https://pjmedia.com/trending/democrats-want-to-create-the-irresponsible-society/
[1] https://www.breitbart.com/politics/2020/01/25/over-the-target-marsha-blackburn-draws-ire-of-trump-foes-as-she-exposes-key-impeachment-figure-vindman/

Top URLs in Tweet in G8:
[3] https://twitter.com/JamaalHarris23/status/1221637141173866496
[1] https://www.dailywire.com/news/bozell-graham-adam-schiffs-avalanche-of-accolades
[1] https://www.thegatewaypundit.com/2020/01/new-filing-in-general-flynn-case-delayed-as-judge-mulls-over-need-for-evidentiary-hearing-corrupt-doj-still-withholding-information-in-case/
[1] https://trendingpolitics.com/nadler-makes-impeachment-u-turn-after-bogus-ukraine-allegations-fail/
[1] https://thehill.com/homenews/senate/479875-impeachment-trial-to-enter-new-phase-with-trump-defense
[1] https://trendingpolitics.com/republicans-shuts-down-media-event-holds-up-sign-exposing-schiff-nadler-hypocrisy/
[1] https://trendingpolitics.com/elizabeth-warren-vows-to-create-new-anti-trump-task-force-if-elected/
[1] https://www.thegatewaypundit.com/2020/01/rudy-giuliani-on-sham-impeachment-democrats-should-be-sued-for-for-conspiracy-to-defraud-the-united-states-should-pay-for-that-hearing-video/
[1] https://trendingpolitics.com/hey-democrats-this-is-what-a-clump-of-cells-looks-like-when-you-let-it-live/
[1] https://thehill.com/homenews/campaign/479833-sanders-bolsters-frontrunner-status-a-week-before-iowa

Top URLs in Tweet in G9:
[2] https://townhall.com/tipsheet/bronsonstocking/2020/01/22/biden-says-he-would-fire-ice-agents-for-deporting-drunk-driving-illegals-n2559963?2621
[1] https://twitter.com/GregNorberg/status/1221447067496660993
[1] https://twitter.com/mgrant76308/status/1221537850547675137
[1] https://twitter.com/markdice/status/1221656070554181632
[1] https://twitter.com/Steveo1314/status/1221627884487315456
[1] https://www.military.com/veterans-day/vietnam-veterans-day/trump-makes-vietnam-veterans-day-official?fbclid=IwAR2Ar6fteM7Aw7KCqVnZWCFDVqI8XGGEIHctF7cxnf5kgmEdzOpdq1Es0Oo#.XWgWYFdYNk4.facebook
[1] https://www.westernjournal.com/house-dems-get-impeachment-quagmire-maxine-waters-drags-right-back/?utm_source=Twitter&utm_medium=PostBottomSharingButtons&utm_campaign=websitesharingbuttons
[1] https://www.westernjournal.com/biden-goes-off-reporter-bizarre-rant-getting-nervous/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[1] https://www.dailywire.com/news/biden-graham-will-regret-investigating-me-his-whole-life-shouldnt-do-it-because-he-knows-me/
[1] https://qcrushtees.com/

Top URLs in Tweet in G10:
[6] https://theqpatriothub.weebly.com/
[3] https://twitter.com/JudicialWatch/status/1221568500180799488
[3] https://twitter.com/staggerlee422/status/1221221232911245312
[2] https://www.washingtonexaminer.com/washington-secrets/exclusive-trump-list-shows-319-results-and-promises-kept-in-three-years
[2] https://townhall.com/tipsheet/bronsonstocking/2020/01/22/biden-says-he-would-fire-ice-agents-for-deporting-drunk-driving-illegals-n2559963?2621
[2] https://www.westernjournal.com/biden-goes-off-reporter-bizarre-rant-getting-nervous/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://www.youtube.com/watch?v=neFcrN2jln8&feature=youtu.be

[2] https://www.youtube.com/watch?v=NLjOb6jz0eM&feature=youtu.be

[2] https://twitter.com/Jim_Jordan/status/1221133177290469376
[2] https://twitter.com/MunkeyPilot/status/1221502676665536512

Top Domains
Top Domains in Tweet in Entire Graph:
[597] twitter.com
[145] youtube.com
[93] townhall.com
[82] trendingpolitics.com
[81] westernjournal.com
[45] thegatewaypundit.com
[34] bearingarms.com
[28] bizpacreview.com
[25] breitbart.com
[23] kaginfo.org

Top Domains in Tweet in G1:
[80] twitter.com
[27] youtube.com
[11] townhall.com
[6] westernjournal.com
[5] trendingpolitics.com
[4] bearingarms.com
[3] breitbart.com
[3] thehill.com
[3] nytimes.com
[3] realclearpolitics.com

Top Domains in Tweet in G2:
[200] twitter.com
[65] youtube.com
[59] townhall.com
[50] trendingpolitics.com
[48] westernjournal.com
[24] bizpacreview.com
[22] bearingarms.com
[17] go.com
[8] thegatewaypundit.com
[7] foxnews.com

Top Domains in Tweet in G3:
[28] twitter.com
[9] westernjournal.com
[8] qcrushtees.com
[7] townhall.com
[7] youtube.com
[5] israelortegacruzforcongress.com
[4] winred.com
[3] trendingpolitics.com
[3] foxnews.com
[3] bearingarms.com

Top Domains in Tweet in G4:
[3] trendingpolitics.com
[2] townhall.com
[1] twitter.com
[1] westernjournal.com
[1] youtube.com
[1] bearingarms.com

Top Domains in Tweet in G5:
[8] twitter.com
[7] westernjournal.com
[6] trendingpolitics.com
[6] trumptrainnews.com
[4] thegatewaypundit.com
[3] foxnews.com
[3] youtube.com
[2] co.uk
[2] 1600daily.com
[1] hollywoodreporter.com

Top Domains in Tweet in G6:
[33] twitter.com
[3] thegatewaypundit.com
[3] townhall.com
[2] redstate.com
[2] westernjournal.com
[2] corsination.com
[1] bbc.com
[1] jihadwatch.org
[1] tumblr.com
[1] gellerreport.com

Top Domains in Tweet in G7:
[12] twitter.com
[8] thegatewaypundit.com
[3] pjmedia.com
[3] breitbart.com
[2] townhall.com
[1] dailycaller.com
[1] cnsnews.com
[1] ijr.com
[1] halturnerradioshow.com
[1] facebook.com

Top Domains in Tweet in G8:
[8] trendingpolitics.com
[7] thegatewaypundit.com
[5] twitter.com
[4] dailywire.com
[3] thehill.com
[2] theblaze.com
[2] foxnews.com
[1] townhall.com
[1] teaparty247.org
[1] westernjournal.com

Top Domains in Tweet in G9:
[4] twitter.com
[2] townhall.com
[2] westernjournal.com
[1] military.com
[1] dailywire.com
[1] qcrushtees.com
[1] trendingpolitics.com
[1] youtube.com

Top Domains in Tweet in G10:
[38] twitter.com
[9] youtube.com
[6] weebly.com
[3] westernjournal.com
[2] washingtonexaminer.com
[2] townhall.com
[1] trust.org
[1] freebeacon.com
[1] breitbart.com
[1] whitehouse.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6329] kag
[2893] maga
[2241] trump2020
[1602] america
[1010] voteredtosaveamerica
[980] wwg1wga
[456] trump
[437] qanon
[374] veterans
[349] 2a41a



Top Hashtags in Tweet in G1:
[1334] america
[784] kag
[375] maga
[245] trump2020
[82] democrats
[72] wwg1wga
[55] voteredtosaveamerica
[47] ccot
[41] patriots
[40] magats

Top Hashtags in Tweet in G2:
[1342] kag
[700] maga
[408] trump2020
[321] wwg1wga
[193] voteredtosaveamerica
[174] qanon
[130] elephantnation
[75] veterans
[72] trump
[70] wethepeople

Top Hashtags in Tweet in G3:
[994] kag
[602] maga
[354] trump2020
[195] patriotsunite
[166] wwg1wga
[111] ifb
[74] voteredtosaveamerica
[59] shamimpeachment
[46] patriots
[41] texas

Top Hashtags in Tweet in G4:
[102] kag
[63] trump2020
[34] america
[32] kag2020
[30] wwg1wga
[22] maga
[18] trump2020landslide
[12] qanon
[5] voteredtosaveamerica
[5] kennedyvision

Top Hashtags in Tweet in G5:
[543] kag
[257] trump2020
[213] voteredtosaveamerica
[48] socialist
[44] maga
[33] maga2020
[24] impeachmenthoax
[21] america
[20] wwg1wga
[20] california

Top Hashtags in Tweet in G6:
[265] kag
[104] maga
[95] schiftyschiff
[74] burgessowens
[66] shamimpeachment
[57] trump2020
[54] whistleblower
[28] leadright
[22] america
[13] voteredtosaveamerica

Top Hashtags in Tweet in G7:
[131] kag
[56] trump2020
[44] maga
[27] america
[26] voteredtosaveamerica
[18] wwg1wga
[15] socialism
[15] southamerica
[15] reason
[15] walkawayfromdemocratsocialists

Top Hashtags in Tweet in G8:
[353] voteredtosaveamerica
[339] trump2020
[219] kag
[193] 2a41a
[192] veterans
[142] wwg1wga
[131] myhousemyamerica
[129] america1st
[115] alwayssupportourveterans
[58] 2a4life

Top Hashtags in Tweet in G9:
[209] kag
[157] maga
[52] trump2020
[33] voteredtosaveamerica
[24] poll
[19] america
[18] democratparty
[17] wwg1wga
[13] america1st
[12] leftsinsane

Top Hashtags in Tweet in G10:
[254] kag
[118] maga
[102] qanon
[76] wwg1wga
[66] trump2020
[51] q
[36] trump
[33] darktolight
[29] factsmatter
[29] patriotsawakened

Top Words
Top Words in Tweet in Entire Graph:
[25337] Words in Sentiment List#1: Positive
[20454] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[540680] Non-categorized Words
[586469] Total Words
[18781] #kag
[6975] #trump2020
[5510] realdonaldtrump
[5228] #maga
[3811] trump

Top Words in Tweet in G1:
[4163] #kag
[3469] realdonaldtrump
[2093] welcome
[1928] please
[1593] president
[1508] vote
[1457] retweet
[1457] thanks
[1453] #trump
[1449] everyone

Top Words in Tweet in G2:
[3922] #kag
[1530] #maga
[1106] #trump2020
[1060] trump
[1045] #wwg1wga
[914] realdonaldtrump
[632] potus
[490] democrats
[488] impeachment
[461] follow

Top Words in Tweet in G3:
[2131] #kag
[845] #maga
[845] #trump2020
[587] follow
[587] #wwg1wga
[526] patriot
[471] give
[462] patriots
[388] realdonaldtrump
[308] hey

Top Words in Tweet in G4:
[1148] marie
[1144] franklin
[1144] templeton
[1073] #kag
[959] #trump2020
[700] evidence
[699] case
[630] schiff
[613] money
[613] laundering

Top Words in Tweet in G5:
[1031] #kag
[423] #trump2020
[375] trump
[288] back
[260] #voteredtosaveamerica
[221] 2020
[207] need
[206] reporter
[206] awesome
[205] pro

Top Words in Tweet in G6:
[934] #kag
[245] #trump2020
[216] #maga
[214] #impeachmenthoax
[210] schiff's
[170] testimony
[168] 2016
[163] trump
[149] fake
[147] #whistleblower

Top Words in Tweet in G7:
[955] #kag
[553] trump
[412] impeachment
[411] #kag2020
[370] #trump2020
[352] over
[306] democrats
[266] video
[265] schiff
[220] liar

Top Words in Tweet in G8:
[923] #kag
[728] #trump2020
[603] #paintourcountryred
[535] vote
[508] #wwg1wga
[474] trump
[404] #voteredtosaveamerica
[378] #veterans
[357] #2a4life
[308] #patriots

Top Words in Tweet in G9:
[712] #kag
[367] #trump2020
[247] #wwg1wga
[212] back
[194] #kag2020
[193] #maga
[188] aoc
[171] crazy
[171] yes
[170] ice

Top Words in Tweet in G10:
[430] #kag
[170] #maga
[149] #qanon
[148] #trump2020
[122] #wwg1wga
[72] #q
[67] realdonaldtrump
[66] #darktolight
[59] trump
[55] #thegreatawakeningworldwide

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3509] #maga,#kag
[2642] #trump2020,#kag
[1813] #kag,#trump2020
[1717] vote,retweet
[1694] please,vote
[1690] retweet,spread
[1690] spread,poll
[1690] poll,thanks
[1690] thanks,everyone
[1690] everyone,welcome

Top Word Pairs in Tweet in G1:
[1428] vote,retweet
[1427] please,vote
[1427] retweet,spread
[1427] spread,poll
[1427] poll,thanks
[1427] thanks,everyone
[1427] everyone,welcome
[1427] welcome,participate
[1393] president,realdonaldtrump
[1332] realdonaldtrump,done

Top Word Pairs in Tweet in G2:
[880] #maga,#kag
[390] #kag,#maga
[381] #trump2020,#kag
[319] trump,supporter
[317] check,video
[317] video,gorgeous
[317] gorgeous,friend
[317] friend,describes
[317] describes,went
[317] went,hardcore

Top Word Pairs in Tweet in G3:
[654] #maga,#kag
[329] #trump2020,#kag
[199] #trump2020,#wwg1wga
[198] #patriotsunite,#trump2020
[194] #kag,#patriotsunite
[188] #wwg1wga,#ifb
[183] big,boost
[179] great,patriot
[177] lets,give
[175] #kag,#impeachmenthoax

Top Word Pairs in Tweet in G4:
[1144] franklin,templeton
[865] #trump2020,#kag
[613] money,laundering
[580] marie,yovanovitch
[578] yovanovitch,involved
[576] involved,billion
[576] billion,money
[576] laundering,case
[576] case,thru
[576] thru,franklin

Top Word Pairs in Tweet in G5:
[252] #trump2020,#kag
[203] joy,villa
[203] villa,shocks
[203] shocks,pro
[203] pro,trump
[203] trump,gown
[203] gown,2020
[203] 2020,grammys
[203] grammys,hollywood
[203] hollywood,reporter

Top Word Pairs in Tweet in G6:
[147] fake,#whistleblower
[136] #maga,#kag
[97] senator,john
[97] john,barrasso
[96] words,wyoming
[96] wyoming,senator
[96] barrasso,re
[96] re,schiff's
[96] schiff's,reaction
[96] reaction,hearing

Top Word Pairs in Tweet in G7:
[368] #kag,#kag2020
[191] house,impeachment
[153] voted,against
[140] impeachment,team
[139] democrats,house
[139] team,voted
[139] against,aid
[139] aid,package
[139] package,ukraine
[139] ukraine,impeach

Top Word Pairs in Tweet in G8:
[402] vote,#trump2020
[285] #2a4life,#paintourcountryred
[279] #trump2020,#veterans
[171] #kag,vote
[165] traitors,country
[160] trump,defense
[152] defense,team
[150] #wwg1wga,#2a4life
[141] #patriots,#paintourcountryred
[140] #trump2020,#2a4life

Top Word Pairs in Tweet in G9:
[223] #trump2020,#kag
[186] #maga,#kag
[180] #kag,#kag2020
[173] #kag2020,#wwg1wga
[168] tom,homan
[168] homan,hits
[168] hits,back
[168] back,aoc
[168] aoc,bashing
[168] bashing,ice

Top Word Pairs in Tweet in G10:
[79] #maga,#kag
[65] #q,#kag
[59] #kag,#qanon
[49] #trump2020,#thegreatawakeningworldwide
[41] #qanon,#wwg1wga
[39] #kag,#wwg1wga
[27] #patriotsawakened,#patriotsfight
[26] #kag,#trump2020
[25] #trump2020,#kag
[24] #wwg1wga,#patriotsawakened

Top Replied-To
Top Replied-To in Entire Graph:
@rudygiuliani
@realdonaldtrump
@alyssa_milano
@potus
@donaldjtrumpjr
@ecomemorygreen
@rl9631
@marklevinshow
@viccervantes3
@charliekirk11

Top Replied-To in G1:
@rudygiuliani
@realdonaldtrump
@geraldorivera
@arriadna
@breitbartnews
@brooke_kelly87
@brn2wander1
@pnowhiteflag
@leeholly81
@racysicilian

Top Replied-To in G2:
@realdonaldtrump
@donaldjtrumpjr
@potus
@marklevinshow
@charliekirk11
@repmarkmeadows
@gopleader
@whitehouse
@chuckwoolery
@gop

Top Replied-To in G3:
@ecomemorygreen
@rl9631
@mr65gibson
@karenladybug1
@realdonaldtrump
@cmccbyfaith
@lighthouse_beam
@4mischief
@calineedshelp
@alyssa_milano

Top Replied-To in G4:
@alpha_57
@realdonaldtrump
@m2madness
@rudygiuliani
@tpostmillennial
@pismo_b
@rosedc11
@brn2wander1
@cmccbyfaith
@rebelnurse76

Top Replied-To in G5:
@bennyjohnson
@speakerpelosi
@realdonaldtrump
@rl9631
@jali_cat
@saracarterdc
@drshayphd
@mumbrt
@central4maga94
@chizmaga

Top Replied-To in G6:
@alyssa_milano
@realdonaldtrump
@luciddreamingla
@bucksexton
@jamaalharris23
@trumpwarrior45
@repadamschiff
@ilhanmn
@rudygiuliani
@danwantsfreedom

Top Replied-To in G7:
@realdonaldtrump
@dawg_lb
@rudygiuliani
@cain_nate
@polishprincessh
@acastus515
@gop
@rednationrising
@alyssa_milano
@nra

Top Replied-To in G8:
@realdonaldtrump
@go4itbas
@prolifedem
@christi67048390
@kgardner101
@speakerpelosi
@lynnoftrumpland
@brianstelter
@cmccbyfaith

Top Replied-To in G9:
@aoc
@realdonaldtrump
@repmarkmeadows
@rudygiuliani
@sensanders
@breitbartnews
@berniesanders

Top Replied-To in G10:
@dallasbrownin16
@heavensgateg1
@danscavino
@realdonaldtrump
@staggerlee422
@dbongino
@p0a_triot23
@ladydwinter
@cjtruth
@nycgov

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@brooke_kelly87
@potus
@berniesanders
@aoc
@iwashington
@etheelephant1
@senategop
@kimpkag2020
@zorea3

Top Mentioned in G1:
@realdonaldtrump
@brooke_kelly87
@potus
@thedemocrats
@iwashington
@lexitmovement
@mattwhitaker46
@berniesanders
@sharylattkisson
@anurag_office

Top Mentioned in G2:
@realdonaldtrump
@potus
@senategop
@etheelephant1
@seanhannity
@jessebwatters
@ingrahamangle
@speakerpelosi
@berniesanders
@repadamschiff

Top Mentioned in G3:
@realdonaldtrump
@kimpkag2020
@zorea3
@brooke_kelly87
@mickelodoole
@terilentz1
@janettxblessed
@dmtrump45
@aug1405
@ron11062165

Top Mentioned in G4:
@realdonaldtrump
@potus
@repstefanik
@speakerpelosi
@nmugai
@brooke_kelly87
@franconyc3
@mattwhitaker46
@ron11062165
@aoc

Top Mentioned in G5:
@realdonaldtrump
@mailonline
@aliciakeys
@deanna4congress
@abcnews
@brooke_kelly87
@berniesanders
@aoc
@potus
@mattwhitaker46

Top Mentioned in G6:
@realdonaldtrump
@calideplorable
@potus
@wrekennedy
@iwashington
@brooke_kelly87
@ron11062165
@trumpstudents
@speakerpelosi
@pink_about_it

Top Mentioned in G7:
@polishprincessh
@realdonaldtrump
@potus
@nancypelosi12
@brooke_kelly87
@jordynmaga
@iwashington
@aoc
@berniesanders

Top Mentioned in G8:
@realdonaldtrump
@potus
@rosemar06585176
@brooke_kelly87
@speakerpelosi
@liam_dufond
@wmrdc
@libertytarian
@ddwiese
@pamslove

Top Mentioned in G9:
@aoc
@berniesanders
@realdonaldtrump
@iwashington
@repaoc
@legacyreps
@therealfrankc_
@corrinrankin
@potus
@brooke_kelly87

Top Mentioned in G10:
@realdonaldtrump
@potus
@genflynn
@viccervantes3
@lovebling6
@930vm
@p0a_triot23
@freenaynow
@dfbharvard
@q_army1

Top Tweeters
Top Tweeters in Entire Graph:
@immoralreport
@recitesocial
@joefreedomlove
@raybae689
@sharneal
@jjauthor
@myplace4u
@yojudenz
@debrammason1
@lovtoridemytrek

Top Tweeters in G1:
@myplace4u
@pmgeezer
@ambinc1
@usalivestrong
@miller_gwen
@susaniverach
@helloteamtrump
@jimpolk
@votingred1
@_santa_barbara

Top Tweeters in G2:
@raybae689
@yojudenz
@dupouvoirdachat
@jtblogs
@fasting39
@b1e56df9ce6549f
@miltonespinozaf
@edwardcalame
@shoutgracegrace
@kami8080801

Top Tweeters in G3:
@immoralreport
@jver1
@9975ts
@lovecovfefe2020
@nahbabynah
@wwwillstand
@realtt2020
@chris11962
@janettxblessed
@mariewood2001

Top Tweeters in G4:
@lucysullivan888
@joej2020usa
@eavesdropann
@justmepammy
@harrellryan1
@indecardio
@lyndag1963
@johnrealsmith
@teamtrumptex
@lynxie63

Top Tweeters in G5:
@siminuteman1776
@soniaerasmus
@mkues65
@craybo23
@brandonjlandry
@lyleklich
@williamlharbuck
@lrod49
@xformed
@jali_cat

Top Tweeters in G6:
@saveusrepublic2
@rentonmagauk
@carolynyadayada
@artmanjanet
@tigcook
@donnacastel
@lalauraru777
@emmy600
@donadeedooda
@sassafras_knob

Top Tweeters in G7:
@rockynickydog
@princessbibirf_
@laridor1
@clark7950
@friendlyjmc
@testisfidelis
@ericsteelelive
@sigstarget
@annaapp91838450
@oldsalz

Top Tweeters in G8:
@sharneal
@debrammason1
@lynn_weiser
@dianabialkowski
@mooseman1956
@norvilgirl
@nancyl367
@815wrldtrvlr
@rettinol
@nltcny

Top Tweeters in G9:
@powerglobalus
@baalter
@whosfibbing
@holmesdonna1
@gracecourtwrig3
@kimbraov1
@kbari12
@purpledalmation
@svagdis
@gelicmonkey

Top Tweeters in G10:
@joefreedomlove
@bear_rits_conan
@bbusa617
@5b20be6386164f8
@patvpeters
@alicia45kag
@usacsmret
@appsame
@vfl2013
@mary_burgess


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