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Trump 2%_2019-08-22_14-30-48.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
August 23, 2019
Short Description:
Trump 2% via NodeXL http://bit.ly/2Z8gKN3
@nytimes
@realdonaldtrump
@presssec
@stephgrisham45
@kenvogel
@strandjunker
@anders_aslund
@laseptiemewilay
@sethabramson
@teapainusa

Top hashtags:
#trump
#25thamendmentnow
#trump2020
#kag2020
#emptyseatsmagatour
#hillary

Description:
Description
The graph represents a network of 18,571 Twitter users whose recent tweets contained "Trump 2%", 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 Friday, 23 August 2019 at 04:19 UTC.

The tweets in the network were tweeted over the 5-hour, 38-minute period from Thursday, 22 August 2019 at 16:04 UTC to Thursday, 22 August 2019 at 21:43 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 : 18571
Unique Edges : 31109
Edges With Duplicates : 2468
Total Edges : 33577
Self-Loops : 1485
Reciprocated Vertex Pair Ratio : 0.00363188274207147
Reciprocated Edge Ratio : 0.00723747980613893
Connected Components : 1256
Single-Vertex Connected Components : 562
Maximum Vertices in a Connected Component : 15481
Maximum Edges in a Connected Component : 30187
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.9514
Graph Density : 8.97456607973005E-05
Modularity : 0.774734
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[99] http://finance.yahoo.com/news/trump-has-over-2000-conflicts-of-interest-since-hes-taken-office-report-142507087.html?.tsrc=fauxdal
[24] https://finance.yahoo.com/news/trump-has-over-2000-conflicts-of-interest-since-hes-taken-office-report-142507087.html?soc_src=social-sh&soc_trk=tw
[21] https://finance.yahoo.com/news/trump-has-over-2000-conflicts-of-interest-since-hes-taken-office-report-142507087.html?soc_src=community&soc_trk=tw
[20] https://www.cnn.com/2018/09/15/politics/fema-presidential-alert-trump-emergency-test/index.html
[15] https://www.premiumtimesng.com/foreign/348085-u-s-may-end-birthright-citizenship-trump-2.html
[13] https://finance.yahoo.com/news/trump-has-over-2000-conflicts-of-interest-since-hes-taken-office-report-142507087.html
[12] https://www.vtactual.com/es/amazonas-brasil/
[11] https://www.alternet.org/2019/08/trump-has-had-at-the-very-least-2310-conflicts-of-interest-during-his-presidency-study/
[11] https://www.youtube.com/watch?v=aE_D45F4pE4&feature=youtu.be

[11] https://markets.businessinsider.com/news/1028463908

Top URLs in Tweet in G1:
[2] https://www.nytimes.com/2019/08/22/us/politics/stephanie-grisham-press-secretary.html
[2] https://popular.info/p/drug-the-swamp
[2] https://www.pscp.tv/w/bob20TFvTlFsTFJub1dwUXd8MXlOeGFYTk1OclJKareSO_Dko5sw9_5Fq-UXbsRATEmK2qPGAksxq_YoC7c0
[2] https://truepundit.com/mccain-eyes-exit-from-senate-amid-stress-from-growing-trump-dossier-scandal/
[1] https://popular.info/
[1] https://twitter.com/ChrisMegerian/status/1164575994310737925
[1] https://finance.yahoo.com/news/trump-has-over-2000-conflicts-of-interest-since-hes-taken-office-report-142507087.html?soc_src=social-sh&soc_trk=tw
[1] https://twitter.com/JohnJHarwood/status/1164590295687860224
[1] https://www.reuters.com/article/us-u-s-steel-layoffs/u-s-steel-plans-to-lay-off-hundreds-of-workers-in-michigan-idUSKCN1V91XQ?feedType=RSS&feedName=businessNews
[1] https://marketrealist.com/2019/08/us-steel-industry-thriving-trump-true/

Top URLs in Tweet in G2:
[4] https://hotair.com/archives/john-s-2/2019/08/21/critics-line-primary-trump/
[1] https://trib.al/4MF8D3L
[1] https://trib.al/qiagY25
[1] https://trib.al/gxADGSW
[1] https://www.nytimes.com/2019/08/20/us/flores-migrant-children-detention.html
[1] https://trib.al/zXMl65S
[1] https://www.nytimes.com/2019/08/19/us/politics/isis-iraq-syria.html
[1] https://twitter.com/Mrs_Millennial/status/1164579211056746497
[1] https://www.cnsnews.com/news/article/patrick-goodenough/2019-us-combat-death-toll-afghanistan-rises-14-highest-annual-figure?utm_source=sumome&utm_medium=twitter&utm_campaign=sumome_share
[1] https://www.youtube.com/watch?v=YyEm1baqVHU&t=929s


Top URLs in Tweet in G3:
[5] https://twitter.com/DrREpstein/status/1163908539959537664
[3] http://finance.yahoo.com/news/trump-has-over-2000-conflicts-of-interest-since-hes-taken-office-report-142507087.html?.tsrc=fauxdal
[3] https://amazon.com/dp/B07RN91W2M
[2] https://www.thegatewaypundit.com/2019/08/good-luck-trump-campaign-thinks-they-will-be-able-to-influence-suburban-women-vote-after-facebook-removes-all-conservative-content-to-same-group/
[2] https://twitter.com/prayingmedic/status/1163993710758993920
[1] https://45.wh.gov/A9RDx6
[1] https://www.wsj.com/articles/the-99-get-a-bigger-raise-11564529382
[1] https://twitter.com/realDonaldTrump/status/1163478770587721729
[1] https://www.zerohedge.com/news/2019-08-20/solomon-if-trump-declassifies-these-10-documents-democrats-are-doomed
[1] https://www.vox.com/policy-and-politics/2019/7/27/8932874/border-wall-donald-trump-supreme-court-2-5-billion-us-mexico

Top URLs in Tweet in G4:
[1] https://twitter.com/mysterysolvent/status/1164538228734607360
[1] https://twitter.com/maxedge051/status/1164576195138244608
[1] https://twitter.com/donaldjfunk/status/1164640757791129600
[1] http://finance.yahoo.com/news/trump-has-over-2000-conflicts-of-interest-since-hes-taken-office-report-142507087.html?.tsrc=fauxdal
[1] https://twitter.com/EagleGraphs/status/1164528042728919040
[1] https://twitter.com/Otpor17/status/951292172971671552
[1] http://finance.yahoo.com/news/trump-has-over-2000-conflicts-of-interest-since-hes-taken-office-report-142507087.html
[1] https://beta.washingtonpost.com/politics/2019/08/09/impeachment-inquiry-trump-has-feared-is-here/?outputType=amp#aoh=15664939795817&referrer=https%3A%2F%2Fwww.google.com&_tf=From%20%251%24s

Top URLs in Tweet in G5:
[20] https://www.cnn.com/2018/09/15/politics/fema-presidential-alert-trump-emergency-test/index.html
[11] https://www.youtube.com/watch?v=aE_D45F4pE4&feature=youtu.be

[3] https://thedcpatriot.com/cory-booker-demands-all-trump-rallies-be-cancelled/
[1] https://www.theepochtimes.com/trumps-recognition-of-political-memes-boosts-creator-community_3050766.html
[1] https://www.theepochtimes.com/trump-notes-denmark-isnt-meeting-nato-commitment-as-spat-over-greenland-intensifies_3051050.html
[1] https://www.breitbart.com/politics/2019/08/21/trump-very-seriously-looking-at-ending-ridiculous-anchor-baby-policy/
[1] https://twitter.com/LukeTBall/status/1164202066992087040
[1] https://www.theepochtimes.com/trump-continues-to-prepare-the-battlefield_2770855.html
[1] https://docs.google.com/forms/d/e/1FAIpQLSc2Sez13JkD_YlmzQnXQgRi72uyQ4zojvN4N7GurXuK8DBojA/viewform
[1] https://www.lifenews.com/2019/08/22/president-trump-was-right-planned-parenthood-is-a-2-billion-abortion-biz-that-doesnt-need-our-money/

Top URLs in Tweet in G6:
[3] http://conservativefighters.com/news/trump-may-issue-exec-order-ending-citizenship-for-babies-of-illegal-immigrants-calls-it-frankly-ridiculous/
[2] https://www.lifenews.com/2019/08/22/president-trump-was-right-planned-parenthood-is-a-2-billion-abortion-biz-that-doesnt-need-our-money/
[2] https://www.dailywire.com/news/50906/trump-may-issue-exec-order-ending-citizenship-hank-berrien
[1] https://www.lifenews.com/2019/08/21/planned-parenthood-ceo-slams-trump-calls-him-an-unethical-bully-for-defunding-abortion-biz/
[1] https://twitter.com/roycan79/status/1164583015869231104
[1] https://www.breitbart.com/politics/2019/08/21/trump-very-seriously-looking-at-ending-ridiculous-anchor-baby-policy/
[1] https://www.foxnews.com/opinion/kayleigh-mcenany-trump-continues-republicans-long-history-of-advancing-womens-rights-and-opportunities
[1] https://www.trump-train.com/2019/08/two-more-americans-killed-by-illegal.html
[1] https://www.politico.com/story/2019/08/21/trump-student-loan-veterans-1675170
[1] https://www.trump-train.com/2019/08/ted-cruz-threatens-to-regulate-facebook.html

Top URLs in Tweet in G7:
[2] https://www.yahoo.com/lifestyle/trump-has-over-2000-conflicts-of-interest-since-hes-taken-office-report-142507087.html?soc_src=social-sh&soc_trk=tw
[1] https://www.businessinsider.com/trump-press-secretary-arrested-dui-amid-work-for-2016-campaign-2019-8
[1] https://twitter.com/BreitbartNews/status/1164543699185020928
[1] http://finance.yahoo.com/news/trump-has-over-2000-conflicts-of-interest-since-hes-taken-office-report-142507087.html?.tsrc=fauxdal

Top URLs in Tweet in G8:
[7] https://www.yahoo.com/lifestyle/trump-has-over-2000-conflicts-of-interest-since-hes-taken-office-report-142507087.html
[6] http://finance.yahoo.com/news/trump-has-over-2000-conflicts-of-interest-since-hes-taken-office-report-142507087.html?.tsrc=fauxdal
[2] https://www.cnbc.com/id/106083264
[1] https://www.facebook.com/100004327386785/posts/1343634782457422/
[1] https://www.theatlantic.com/notes/2019/08/if-trump-were-airline-pilot/596575/?utm_source=twitter&utm_medium=social&utm_campaign=share
[1] https://twitter.com/nytimes/status/1164605942912180225
[1] https://www.aol.com/article/news/2019/08/22/trumps-approval-remains-weak-despite-economy-poll/23799433/?a_dgi=aolshare_twitter
[1] https://twitter.com/locuta/status/1164099944367759361
[1] https://www.quora.com/Whats-the-best-Donald-Trump-joke-you-have-heard/answer/Leila-McSorley?ch=2&share=d44a1532&srid=h8kyk
[1] https://www.newsweek.com/trump-tax-cut-disproven-austan-goolsbee-1455555

Top URLs in Tweet in G9:
[11] https://www.alternet.org/2019/08/trump-has-had-at-the-very-least-2310-conflicts-of-interest-during-his-presidency-study/
[5] https://www.alternet.org/2019/08/trump-has-had-at-the-very-least-2310-conflicts-of-interest-during-his-presidency-study/#.XV8I-Jojtps.twitter
[3] https://twitter.com/TIME/status/1164264284555288576
[1] https://www.alternet.org/2019/08/trump-has-had-at-the-very-least-2310-conflicts-of-interest-during-his-presidency-study/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.theatlantic.com/notes/2019/08/if-trump-were-airline-pilot/596575/
[1] https://twitter.com/JohnJHarwood/status/1164303612597669888
[1] https://twitter.com/ArkansasOnline/status/1164557874032513025
[1] https://actionnetwork.org/petitions/sign-the-petition-congress-must-investigate-sexual-assault-allegations-against-trump-2?source=direct_link&referrer=group-womens-network
[1] https://www.pinterest.com/idampan/?sender=443675138198705992&invite_code=0e8ea97bef244b2d9a28d793c01e2ffa
[1] https://soundcloud.com/boot-led-zeppelin/stairway-to-heaven

Top URLs in Tweet in G10:
[10] https://markets.businessinsider.com/news/1028463908
[3] https://threadreaderapp.com/thread/1164572757201498112.html
[3] https://threadreaderapp.com/thread/1122537037926739968.html
[2] https://www.adl.org/blog/straight-talk-on-the-charge-of-jewish-disloyalty
[1] https://twitter.com/realDonaldTrump/status/1163520717192867840
[1] https://www.nytimes.com/2019/08/22/us/politics/stephanie-grisham-press-secretary.html
[1] https://twitter.com/jon_phillip/status/1159355316523245568
[1] https://twitter.com/senatorromney/status/1164232066562756608
[1] https://www.dailymail.co.uk/news/article-7380439/Donald-Trump-says-plans-end-ridiculous-birthright-citizenship-executive-order.html?ito=social-facebook
[1] https://www.washingtonpost.com/world/as-trump-tries-to-end-endless-wars-americas-biggest-mideast-base-is-getting-bigger/2019/08/20/47ac5854-bab4-11e9-8e83-4e6687e99814_story.html

Top Domains
Top Domains in Tweet in Entire Graph:
[293] twitter.com
[198] yahoo.com
[58] youtube.com
[34] alternet.org
[26] cnn.com
[25] nytimes.com
[25] premiumtimesng.com
[24] msn.com
[23] washingtonpost.com
[23] businessinsider.com

Top Domains in Tweet in G1:
[6] twitter.com
[3] popular.info
[2] nytimes.com
[2] yahoo.com
[2] washingtonpost.com
[2] pscp.tv
[2] truepundit.com
[1] reuters.com
[1] marketrealist.com
[1] thedailybeast.com

Top Domains in Tweet in G2:
[7] twitter.com
[4] trib.al
[4] hotair.com
[3] nytimes.com
[1] cnsnews.com
[1] youtube.com
[1] theatlantic.com
[1] washingtonpost.com

Top Domains in Tweet in G3:
[29] twitter.com
[9] yahoo.com
[5] youtube.com
[4] thegatewaypundit.com
[4] businessinsider.com
[3] msn.com
[3] amazon.com
[2] vox.com
[2] reuters.com
[2] nytimes.com

Top Domains in Tweet in G4:
[5] twitter.com
[2] yahoo.com
[1] washingtonpost.com

Top Domains in Tweet in G5:
[20] cnn.com
[11] youtube.com
[4] twitter.com
[3] theepochtimes.com
[3] breitbart.com
[3] thedcpatriot.com
[1] google.com
[1] lifenews.com
[1] globallibertymedia.com
[1] govexec.com

Top Domains in Tweet in G6:
[9] twitter.com
[4] lifenews.com
[3] conservativefighters.com
[2] breitbart.com
[2] trump-train.com
[2] dailywire.com
[1] foxnews.com
[1] politico.com
[1] netrightdaily.com
[1] wsj.com

Top Domains in Tweet in G7:
[3] yahoo.com
[1] businessinsider.com
[1] twitter.com

Top Domains in Tweet in G8:
[13] yahoo.com
[3] twitter.com
[2] cnbc.com
[1] facebook.com
[1] theatlantic.com
[1] aol.com
[1] quora.com
[1] newsweek.com
[1] nytimes.com
[1] msn.com

Top Domains in Tweet in G9:
[17] alternet.org
[8] twitter.com
[2] actionnetwork.org
[2] soundcloud.com
[1] theatlantic.com
[1] pinterest.com
[1] theguardian.com
[1] wsj.com
[1] factstream.co

Top Domains in Tweet in G10:
[10] businessinsider.com
[6] threadreaderapp.com
[5] twitter.com
[5] nytimes.com
[2] adl.org
[1] co.uk
[1] washingtonpost.com
[1] yahoo.com
[1] cnbc.com
[1] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[469] trump
[161] 25thamendmentnow
[156] trump2020
[154] kag2020
[48] emptyseatsmagatour
[40] hillary
[32] illegal
[32] deport
[32] illegals
[31] maga



Top Hashtags in Tweet in G1:
[8] trump
[3] republican
[2] fakenews
[2] jimjordan
[2] obamaandbiden
[2] qanon
[2] followthewhiterabbit
[2] thestorm
[2] maga
[2] msnbc

Top Hashtags in Tweet in G2:
[7] trump
[5] 25thamendmentnow
[5] trump2020
[5] kag2020
[2] qanon
[2] dnc
[1] women
[1] hypocrisy
[1] nevertrumpers

Top Hashtags in Tweet in G3:
[113] trump
[38] hillary
[16] google
[14] bing
[14] yahoo
[13] kag2020
[12] 25thamendmentnow
[12] trump2020
[11] boycottoverstock
[6] moscowmitch

Top Hashtags in Tweet in G4:
[2] epstein
[2] trumpisarapist
[2] metoo

Top Hashtags in Tweet in G5:
[12] walkaway
[10] trump
[7] 25thamendmentnow
[7] trump2020
[7] kag2020
[4] spygate
[2] women
[2] hollywood
[1] meme
[1] collusion

Top Hashtags in Tweet in G6:
[135] trump
[123] kag2020
[122] trump2020
[121] 25thamendmentnow
[32] illegal
[32] deport
[32] illegals
[8] women
[5] bikerrally
[5] usctrumptrain

Top Hashtags in Tweet in G7:
[1] 25thamendmentnow

Top Hashtags in Tweet in G8:
[10] trumppoll
[1] fauxnews
[1] rtlite
[1] boycottfoxnews
[1] lyinsarah
[1] sarahsandersisalyingpropagandist
[1] trumpthetraitor
[1] polietical
[1] reliegious
[1] obomber

Top Hashtags in Tweet in G9:
[5] idampan
[5] idafloyd
[5] factcheck
[4] trump
[3] idahuxley
[2] idaorwell
[2] idajoker
[2] rdj
[2] climbs
[2] stairwaytoheaven

Top Hashtags in Tweet in G10:
[2] editorial
[2] kingofthejews
[2] gopconcentrationcamps
[1] math
[1] factsmatter
[1] missouri
[1] rnc
[1] loyalty
[1] jews
[1] jewsagainsttrump

Top Words
Top Words in Tweet in Entire Graph:
[36676] Words in Sentiment List#1: Positive
[31114] Words in Sentiment List#2: Negative
[533] Words in Sentiment List#3: Angry/Violent
[727848] Non-categorized Words
[795640] Total Words
[22386] trump
[18499] 2
[11660] s
[9701] one
[9475] 1

Top Words in Tweet in G1:
[4869] trump
[4861] one
[4676] s
[2700] 2
[2414] including
[2382] 1
[2320] over
[2312] presssec
[2309] campaign
[2307] being

Top Words in Tweet in G2:
[2868] anti
[2863] semitic
[1774] 2
[1764] trump
[1581] next
[1485] years
[1471] year
[1467] one
[1442] nytimes
[1439] being

Top Words in Tweet in G3:
[1314] 2
[930] trump
[407] awesome
[405] etc
[358] realdonaldtrump
[327] 3
[308] president
[307] years
[285] s
[277] child

Top Words in Tweet in G4:
[1652] s
[1560] 000
[1558] heard
[1558] plus
[982] trump
[934] 2
[848] 1
[787] god
[781] more
[781] paid

Top Words in Tweet in G5:
[1033] 2
[846] trump
[441] 1
[434] anchor
[379] years
[360] cnn
[360] producer
[340] going
[336] now
[304] s

Top Words in Tweet in G6:
[716] trump
[642] 2
[615] 1
[454] one
[389] billion
[387] president
[375] made
[243] right
[223] year
[215] killed

Top Words in Tweet in G7:
[2692] americans
[1454] s
[813] trump
[811] 2
[791] 1
[679] 3
[676] 4
[676] 5
[673] summarize
[673] race

Top Words in Tweet in G8:
[1462] trump
[1180] russia
[1131] denmark
[861] 2
[616] over
[606] time
[598] nord
[598] stream
[586] sanction
[571] up

Top Words in Tweet in G9:
[731] trump
[693] 2
[534] 1
[505] s
[452] one
[437] gop
[353] jobs
[346] behavior
[345] someone
[345] position

Top Words in Tweet in G10:
[1581] trump
[692] 2
[567] 1
[476] 3
[447] gop
[437] primary
[432] facts
[432] 40
[432] republicans
[432] open

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5667] trump,s
[3085] anti,semitic
[2733] trump,campaign
[2714] dui,arrests
[2713] 2,dui
[2706] during,trump
[2705] including,1
[2700] one,job
[2700] accused,cheating
[2700] cheating,expense

Top Word Pairs in Tweet in G1:
[2330] trump,s
[2304] dui,arrests
[2304] during,trump
[2303] presssec,stephgrisham45
[2303] accused,cheating
[2303] cheating,expense
[2303] expense,reports
[2303] reports,one
[2303] one,over
[2303] over,plagiarism

Top Word Pairs in Tweet in G2:
[2863] anti,semitic
[1460] 2,years
[1431] senior,editor
[1431] editor,nytimes
[1431] nytimes,tweeted
[1431] tweeted,one
[1431] one,resolutions
[1431] resolutions,year
[1431] year,less
[1431] less,anti

Top Word Pairs in Tweet in G3:
[202] okay,sort
[202] sort,funny
[202] funny,suggested
[202] suggested,remind
[202] remind,people
[202] people,suicidal
[202] suicidal,love
[202] love,life
[202] life,wife
[202] wife,3

Top Word Pairs in Tweet in G4:
[826] trump,s
[785] 1,2
[780] 2,million
[779] m,sure
[779] sure,now
[779] now,heard
[779] heard,more
[779] more,greenland
[779] greenland,trump
[779] s,god

Top Word Pairs in Tweet in G5:
[360] cnn,producer
[360] 2,years
[289] anchor,babies
[240] producer,1
[149] u,s
[148] birthright,citizenship
[146] illegal,aliens
[146] 2,4b
[144] end,anchor
[144] babies,kids

Top Word Pairs in Tweet in G6:
[352] president,trump
[214] planned,parenthood
[188] trump,right
[183] parenthood,killed
[183] killed,332
[183] 332,757
[183] 757,babies
[183] babies,last
[183] last,year
[183] year,made

Top Word Pairs in Tweet in G7:
[726] trump,s
[673] s,summarize
[673] summarize,trump
[673] s,race
[673] race,relations
[673] relations,gender
[673] gender,politics
[673] politics,1
[673] 1,jewish
[673] jewish,americans

Top Word Pairs in Tweet in G8:
[598] nord,stream
[598] stream,2
[554] time,denmark
[554] denmark,standing
[554] standing,up
[554] up,alone
[554] alone,against
[554] against,russia
[554] russia,over
[554] over,nord

Top Word Pairs in Tweet in G9:
[423] trump,s
[342] two,jobs
[342] jobs,someone
[342] someone,displaying
[342] displaying,trump
[342] s,pattern
[342] pattern,behavior
[342] behavior,already
[342] already,removed
[342] removed,1

Top Word Pairs in Tweet in G10:
[433] trump,2
[432] facts,1
[432] 1,40
[432] 40,republicans
[432] republicans,open
[432] open,primary
[432] primary,candidate
[432] candidate,besides
[432] besides,trump
[432] 2,fall's

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@drawandstrike
@belle_de_jour_2
@julie_kelly2
@walshfreedom
@mimirocah1
@randpaul
@presssec
@jack_burkman
@saracarterdc

Top Replied-To in G1:
@presssec
@kenvogel
@juddlegum
@fred_guttenberg
@burjbabe
@waysandmeansgop
@juliadavisnews
@bookhultz_brad
@netmeetme
@courierjournal

Top Replied-To in G2:
@charliekirk11
@timmurtaugh
@nytimes
@freedomrideblog
@lando_ander
@cityofchamps_la
@donaldjtrumpjr
@stephenking
@alisadavisids
@cnnpolitics

Top Replied-To in G3:
@realdonaldtrump
@randpaul
@many_faces_
@thugsrbadmk
@gop
@presssec
@potus
@serremmy
@yogurtweaver
@gopchairwoman

Top Replied-To in G4:
@realdonaldtrump
@writestruths
@radiofreetom

Top Replied-To in G5:
@drawandstrike
@julie_kelly2
@ironrodgirl
@drnealhouston
@micheller4545
@sit4something
@strstrmy02
@larryschweikart
@trueeyethespy
@justagoodguy11

Top Replied-To in G6:
@successaddict2
@nevacoblan
@patrici15767099
@deanbc1
@realjack
@nevadaeljefe
@franklin_graham
@smartmax900
@realdonaldtrump
@laylaalisha11

Top Replied-To in G7:
@glennkirschner2
@annmariealmeid1

Top Replied-To in G8:
@mimirocah1
@anders_aslund
@bettemidler
@sarahtaber_bww
@kasie
@johnjharwood
@kbr1028
@speakerpelosi
@eviljohna
@redtraccoon

Top Replied-To in G9:
@radiofreetom
@impan0
@just_pinkfloyd
@lux_chiara
@maddogpac
@washingtonpost
@nick_carmody
@gop
@muellerteve
@dumptrump

Top Replied-To in G10:
@washingtonpost
@abc
@botsentinel
@ilhanmn
@hultmark_mark
@repjerrynadler
@ploop52
@tricedave
@moore1766
@shewho_resists

Top Mentioned
Top Mentioned in Entire Graph:
@presssec
@stephgrisham45
@nytimes
@realdonaldtrump
@mehdirhasan
@pumped_4_trump
@kayleighmcenany
@judicialwatch
@potus
@speakerpelosi

Top Mentioned in G1:
@presssec
@stephgrisham45
@flotus
@realdonaldtrump
@demodisping
@mattgertz
@locke_wiggins
@yahoofinance
@mehdirhasan
@nbcnews

Top Mentioned in G2:
@nytimes
@presssec
@wikileaks
@donaldjtrumpjr
@realdonaldtrump
@stephgrisham45
@wagnerblog
@aaronjmate
@charliekirk11
@bucksexton

Top Mentioned in G3:
@realdonaldtrump
@pumped_4_trump
@kayleighmcenany
@judicialwatch
@potus
@nytimes
@razorsmack1
@sjpfish
@nj_2_fl
@aug1405

Top Mentioned in G4:
@presssec
@stephgrisham45
@realdonaldtrump
@mehdirhasan

Top Mentioned in G5:
@kurtschlichter
@nytimes
@scottpresler
@epochtimes
@humanefreedom
@serremmy
@la700
@okie08
@crzydug

Top Mentioned in G6:
@twitter
@duckduckgo
@docabraham
@barackobama
@speakerpelosi
@billclinton
@hillaryclinton
@revjjackson
@ppfa
@nytimes

Top Mentioned in G7:
@presssec
@stephgrisham45
@yahoolifestyle
@glennkesslerwp
@realdonaldtrump

Top Mentioned in G8:
@presssec
@stephgrisham45
@speakerpelosi
@repeliotengel
@leaderhoyer
@lee_in_iowa
@mimirocah1
@laureldavilacpa
@govhowarddean
@midlelle

Top Mentioned in G9:
@presssec
@stephgrisham45
@wsj
@realdonaldtrump
@radiofreetom
@lux_chiara
@idamariapan1

Top Mentioned in G10:
@presssec
@stephgrisham45
@washingtonpost
@ilhan
@ilhanmn
@realdonaldtrump
@rashidatlaib
@sethabramson
@cnbc
@jacob_labendz

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@tomthunkitsmind
@oldlady12345
@rashidaldosari
@chris_1791
@marcocostavalue
@crewislife
@s9tmt
@kat4obama
@cagney1991

Top Tweeters in G1:
@oldlady12345
@kat4obama
@plantflowes
@talkintou
@willseattle
@russelltim151
@marieproia
@carolmaewy
@eddarrell
@rhiles2760

Top Tweeters in G2:
@rashidaldosari
@odio_nao
@souljahsingh
@patriotmarie
@mkues65
@dianabialkowski
@miller_gwen
@satirist_indian
@dexybailman
@cliffhangernlv

Top Tweeters in G3:
@lynn_weiser
@raybae689
@russiaconnects
@scrufey21
@cook_robert_l
@fridasikahlo
@saveusrepublic2
@fasting39
@rmack2x
@troubleddays

Top Tweeters in G4:
@trumpwatchnews
@bluedillygal
@joy31608
@sunnyblondie
@leighlike1234
@keepinguposted
@micheleboyd1224
@hollaka_hollala
@dash_bandy
@now_justice

Top Tweeters in G5:
@docwashburn
@joej2020usa
@starcoreone02
@mmarty1230
@cssueta
@drawandstrike
@cheri_kentucky
@anilns425
@ladydshops
@rentonmagauk

Top Tweeters in G6:
@chris_1791
@isidormeyer1
@actionscript3
@organic2016
@toby_dorena
@sofiegeorge
@eyegloarts
@jjwills2
@consmover
@pretoriana81

Top Tweeters in G7:
@cagney1991
@kak089
@joannecangal
@rafaeslomejor
@briangrnotabot
@kath2252
@drwavesportcd1
@edsmith313
@bndsnoopy61
@iamjoetrudeau

Top Tweeters in G8:
@menabster
@paxnostrum
@paulstewartii
@minotauresse
@theresamax
@bethsinniresist
@anydel
@bmlewis2
@paulsandars
@caroljdavy

Top Tweeters in G9:
@crewislife
@gottalaff
@inspiteoftrump
@b1e56df9ce6549f
@w55unicorn
@sws_edu
@miss_placed_
@morgfair
@bistycsross
@vi44

Top Tweeters in G10:
@bannerite
@thereal_rebel
@threadreaderapp
@business
@79topper
@big_smalls
@3chicspolitico
@rosenthalellery
@safetypindaily
@tallyannae


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