Twitter Trump, Twitter, 5/29/2020 11:48:42 PM, 228502


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Twitter Trump_2020-05-29_09-59-17.xlsx
Twitter Trump_2020-05-29_09-59-17.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 29, 2020
Short Description:
Twitter Trump via NodeXL https://bit.ly/3es2nWQ
@realdonaldtrump
@eugene_scott
@iancanwrite
@jack
@moviesmusic_th_
@bebee_303
@hkrassenstein
@taylorswift13
@twitter
@mmpadellan

Top hashtags:
#trump
#donaldisoverparty
#minneapolis
#twitter
#georgefloyd

Description:
Description
The graph represents a network of 20,137 Twitter users whose recent tweets contained "Twitter Trump", 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, 29 May 2020 at 17:31 UTC.

The tweets in the network were tweeted over the 10-minute period from Friday, 29 May 2020 at 16:48 UTC to Friday, 29 May 2020 at 16:59 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 : 20137
Unique Edges : 27789
Edges With Duplicates : 2626
Total Edges : 30415
Number of Edge Types : 5
Retweet : 14971
Replies to : 2128
MentionsInRetweet : 5149
Mentions : 3906
Tweet : 4261
Self-Loops : 4377
Reciprocated Vertex Pair Ratio : 0.00355857656937225
Reciprocated Edge Ratio : 0.00709191601259014
Connected Components : 3124
Single-Vertex Connected Components : 1516
Maximum Vertices in a Connected Component : 13634
Maximum Edges in a Connected Component : 23584
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.929444
Graph Density : 6.18996859987433E-05
Modularity : 0.785235
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 20,137 Twitter users whose recent tweets contained "Twitter Trump", 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, 29 May 2020 at 17:31 UTC.

The tweets in the network were tweeted over the 10-minute period from Friday, 29 May 2020 at 16:48 UTC to Friday, 29 May 2020 at 16:59 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 : Twitter Trump
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[119] https://www.post-gazette.com/opinion/columnists/2005/12/12/Intellectual-Capital-Michael-McGough-McCarthy-and-me/stories/200512120115
[86] https://twitter.com/taylorswift13/status/1266392274549776387
[38] https://www.dailywire.com/news/twitter-censors-trump-tweet-denouncing-riots-took-no-action-on-tweets-supporting-riots/
[36] https://twitter.com/bruno062418/status/1266411352706428931
[32] https://twitter.com/realdonaldtrump/status/1266231100780744704
[30] https://trib.al/LHqnUao
[29] https://www.cnn.com/2020/05/29/tech/trump-twitter-minneapolis/index.html
[29] https://twitter.com/realDonaldTrump/status/1266349790507515905
[27] https://thehill.com/homenews/administration/500103-white-house-social-media-director-twitter-full-of-s
[26] https://twitter.com/realDonaldTrump/status/1266354084036194306

Top URLs in Tweet in G1:
[42] https://twitter.com/taylorswift13/status/1266392274549776387
[19] https://twitter.com/barackobama/status/1266400635429310466
[13] https://twitter.com/realDonaldTrump/status/1266354084036194306
[11] https://twitter.com/BarackObama/status/1266400635429310466
[11] https://twitter.com/realdonaldtrump/status/1266231100780744704
[10] https://twitter.com/realdonaldtrump/status/1266354084036194306
[9] https://twitter.com/realDonaldTrump/status/1266231100780744704
[7] https://twitter.com/winklevoss/status/1266392034899890176
[7] https://twitter.com/realDonaldTrump/status/1266387743996870656
[7] https://www.dailykos.com/stories/2020/5/28/1948292/-Joe-Biden-shows-Trump-how-to-properly-use-Twitter-by-making-him-eat-his-own-words

Top URLs in Tweet in G2:
[9] https://www.foxnews.com/politics/twitter-cracks-down-on-trumps-minneapolis-tweet-says-it-glorifies-violence
[8] https://rightwingnewshour.com/trump-jr-puts-twitter-and-kathy-griffin-on-notice/
[6] https://twitter.com/realdonaldtrump/status/1266231100780744704
[6] https://www.redstate.com/jenvanlaar/2020/05/29/undeterred-by-executive-order-twitter-blocks-trumps-tweet-claiming-it-glorifies-violence/
[5] https://twitter.com/realDonaldTrump/status/1266231100780744704
[4] https://video.foxbusiness.com/v/6160265674001/?playlist_id=3166411554001
[4] https://www.npr.org/2020/05/29/864722348/twitter-hides-trumps-tweet-on-minneapolis-saying-it-glorifies-violence
[4] https://www.youtube.com/watch?v=_ScMpho-T5s&feature=youtu.be

[3] https://twitter.com/realDonaldTrump/status/1266231100172615680
[3] https://www.dailywire.com/news/twitter-censors-trump-tweet-denouncing-riots-took-no-action-on-tweets-supporting-riots/

Top URLs in Tweet in G3:
[11] https://www.dailywire.com/news/twitter-censors-trump-tweet-denouncing-riots-took-no-action-on-tweets-supporting-riots/
[7] https://twitter.com/realdonaldtrump/status/1266231100780744704
[6] https://www.businessinsider.com/trumps-feud-with-twitter-executive-order-fact-check-tweets-explained-2020-5
[5] https://www.newsbusters.org/blogs/techwatch/nb-staff/2020/05/29/trump-cites-newsbusters-making-strong-case-against-twitter
[5] https://www.newsbusters.org/blogs/techwatch/corinne-weaver/2020/05/29/twitter-censors-trump-wont-remove-iranian-threats-violence
[5] https://www.theatlantic.com/ideas/archive/2020/05/trump-urges-shooting-looters-s-unconstitutional/612322/
[4] https://saraacarter.com/twitter-targets-trump-again-flagging-tweet-after-executive-order/?utm_source=twitter&utm_medium=social&utm_campaign=social-pug
[4] https://twitter.com/stevenportnoy/status/1266405655121821696
[3] https://www.businessinsider.com/uk-wants-trump-to-form-five-g-alliance-shut-out-china-2020-5?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[3] https://twitter.com/whitehouse/status/1266367168603721728

Top URLs in Tweet in G4:
[10] https://www.thedailybeast.com/trump-is-a-racist-if-you-still-support-him-so-are-you?source=twitter&via=desktop
[7] https://twitter.com/dyllyp/status/1266166402521522176
[7] https://www.thedailybeast.com/jack-dorsey-tells-trump-well-keep-pointing-out-your-factual-inaccuracies?source=twitter&via=desktop
[4] https://www.thedailybeast.com/twitter-boss-finds-the-balls-to-call-out-trumps-race-war-tweetbut-this-is-just-the-beginning?source=twitter&via=desktop
[4] https://www.nbcnews.com/politics/donald-trump/twitter-says-trump-violated-rules-against-glorifying-violence-places-public-n1217591
[4] https://www.post-gazette.com/opinion/columnists/2005/12/12/Intellectual-Capital-Michael-McGough-McCarthy-and-me/stories/200512120115
[4] https://twitter.com/taylorswift13/status/1266392274549776387?s=19
[4] http://teespring.com/take-trump-off-twitter
[3] https://www.thedailybeast.com/like-bull-connor-but-with-more-bull-donald-trump-picks-fight-with-civil-rights-legend-john-lewis-on-mlk-weekend?source=twitter&via=desktop
[3] https://twitter.com/taylorswift13/status/1266392274549776387

Top URLs in Tweet in G5:
[36] https://twitter.com/bruno062418/status/1266411352706428931
[24] https://twitter.com/realDonaldTrump/status/1266349790507515905
[22] https://www.westernjournal.com/gop-rep-pelosi-blocking-wuhan-investigation-favor-pinning-pandemic-trump/?utm_source=Email&utm_medium=newsletter-WJ&utm_campaign=dailyam&utm_content=western-journal
[6] https://www.dailywire.com/news/twitter-censors-trump-tweet-denouncing-riots-took-no-action-on-tweets-supporting-riots/
[4] https://spectator.org/meet-twitters-jack-dorsey-publisher-trump-fact-check/
[3] https://twitter.com/therickwilson/status/1266347244736991238
[3] https://babylonbee.com/news/twitter-hires-french-immigrant-hilareaux-lclintoneux-to-fact-check-trumps-tweets?utm_content=buffer74489&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.washingtonexaminer.com/news/twitter-forced-to-update-fact-check-of-trump-tweet-after-error-discovered
[2] https://twitter.com/TheRickWilson/status/1266347244736991238
[2] https://twitter.com/khamenei_ir/status/1263742339891298304

Top URLs in Tweet in G6:
[1] https://twitter.com/taylorswift13/status/1266392274549776387

Top URLs in Tweet in G7:
[12] https://www.lemonde.fr/pixels/article/2020/05/29/twitter-masque-un-message-de-donald-trump-sur-minneapolis-juge-a-risque_6041210_4408996.html?utm_medium=Social&utm_source=Twitter#Echobox=1590766417
[6] https://twitter.com/taylorswift13/status/1266392274549776387
[5] https://www.bloomberg.com/news/articles/2020-05-29/trump-says-he-spoke-to-modi-about-china-tensions-india-says-no?utm_content=business&utm_source=twitter&utm_medium=social&cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic
[3] https://www.bloomberg.com/news/articles/2020-05-29/trump-action-aside-china-crop-buying-goal-is-becoming-untenable?utm_source=twitter&utm_content=business&utm_medium=social&cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic
[2] https://politicaltribune.org/official-white-house-account-just-posted-trumps-tweet-about-shooting-thugs-after-twitter-masked-it-for-violating-their-standards/
[2] https://www.newsweek.com/taylor-swift-calls-out-donald-trump-twitter-we-will-vote-you-out-november-1507432?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=Distribution
[2] https://www.rawstory.com/2020/05/twitter-has-more-tools-to-use-against-trump-if-it-chooses/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/cnnpolitics/status/1266210675287883776
[2] https://twitter.com/realDonaldTrump/status/1266354084036194306
[2] https://www.bloomberg.com/news/articles/2020-05-29/trump-says-he-spoke-to-modi-about-china-tensions-india-says-no?cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic&utm_content=business&utm_source=twitter&utm_medium=social

Top URLs in Tweet in G8:
[20] https://www.newsweek.com/taylor-swift-calls-out-donald-trump-twitter-we-will-vote-you-out-november-1507432?utm_medium=Social&utm_source=Twitter#Echobox=1590771285
[9] https://twitter.com/taylorswift13/status/1266392274549776387
[3] https://uproxx.com/pop/taylor-swift-donald-trump-white-supremacy/
[2] https://twitter.com/joebiden/status/1266369891445010432
[2] https://twitter.com/nowthisnews/status/1266366936352526336
[2] https://trib.al/85k3bJM
[2] https://twitter.com/GordonGChang/status/1266357957983428610
[2] https://sparktoro.com/blog/we-analyzed-every-twitter-account-following-donald-trump-61-are-bots-spam-inactive-or-propaganda/
[2] https://reason.com/2020/05/29/trumps-illegal-impossible-plan-to-teach-twitter-a-lesson/
[2] https://twitter.com/realDonaldTrump/status/1266231100780744704

Top URLs in Tweet in G10:
[103] https://www.post-gazette.com/opinion/columnists/2005/12/12/Intellectual-Capital-Michael-McGough-McCarthy-and-me/stories/200512120115
[8] https://www.rawstory.com/2020/05/trump-biographer-laughs-off-presidents-twitter-threats-addicts-dont-break-their-habits-so-easily/
[3] https://www.kron4.com/news/national/trump-calls-minneapolis-protesters-thugs-vows-action/
[2] https://www.rawstory.com/2020/05/americans-horrified-after-official-white-house-twitter-account-repeats-trumps-threat-to-kill-looters/
[2] https://www.rawstory.com/2020/05/rick-wilson-predator-trump-sees-twitter-as-easy-prey-in-his-war-against-free-speech/
[2] https://twitter.com/taylorswift13/status/1266392274549776387
[2] https://www.theday.com/article/20200529/NWS13/200529437
[1] https://twitter.com/TheTweetOfGod/status/1265347622660739072
[1] https://www.npr.org/2016/04/22/475172438/donald-trump-and-george-wallace-riding-the-rage
[1] https://twitter.com/CuriousCheeze/status/1266389226662309889?s=20

Top Domains
Top Domains in Tweet in Entire Graph:
[2251] twitter.com
[123] trib.al
[119] post-gazette.com
[100] thehill.com
[65] cnn.com
[52] theatlantic.com
[51] rawstory.com
[48] thedailybeast.com
[48] co.uk
[44] foxnews.com

Top Domains in Tweet in G1:
[830] twitter.com
[14] cnn.com
[13] rawstory.com
[12] co.uk
[11] nytimes.com
[9] reuters.com
[8] youtube.com
[8] washingtonpost.com
[8] foxnews.com
[7] theguardian.com

Top Domains in Tweet in G2:
[81] twitter.com
[13] foxnews.com
[9] youtube.com
[8] rightwingnewshour.com
[6] redstate.com
[5] latimes.com
[4] foxbusiness.com
[4] breitbart.com
[4] npr.org
[4] thegatewaypundit.com

Top Domains in Tweet in G3:
[155] twitter.com
[16] businessinsider.com
[11] newsbusters.org
[11] dailywire.com
[6] cnn.com
[6] saraacarter.com
[5] washingtonpost.com
[5] rawstory.com
[5] politico.com
[5] nytimes.com

Top Domains in Tweet in G4:
[103] twitter.com
[31] thedailybeast.com
[6] thehill.com
[4] nbcnews.com
[4] post-gazette.com
[4] teespring.com
[2] vox.com
[2] buzzfeednews.com
[2] rawstory.com
[2] smartdissent.com

Top Domains in Tweet in G5:
[90] twitter.com
[22] westernjournal.com
[8] dailywire.com
[8] babylonbee.com
[4] spectator.org
[3] washingtonexaminer.com
[2] thegatewaypundit.com
[2] thehill.com
[2] youtube.com
[1] jonathanturley.org

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[31] twitter.com
[13] bloomberg.com
[12] lemonde.fr
[8] rawstory.com
[2] politicaltribune.org
[2] newsweek.com
[2] axios.com
[2] theintercept.com
[1] salon.com
[1] politicalflare.com

Top Domains in Tweet in G8:
[52] twitter.com
[21] newsweek.com
[4] trib.al
[4] reason.com
[3] uproxx.com
[2] washingtonpost.com
[2] sparktoro.com
[1] post-gazette.com
[1] ngpvan.com
[1] createsend.com

Top Domains in Tweet in G10:
[103] post-gazette.com
[13] rawstory.com
[10] twitter.com
[4] kron4.com
[2] theday.com
[1] npr.org
[1] businessinsider.com
[1] jamanetwork.com
[1] nytimes.com
[1] hollywoodreporter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[680] trump
[210] donaldisoverparty
[145] minneapolis
[144] twitter
[118] georgefloyd
[106] bantrumpfromtwitter
[90] minneapolisriot
[69] blacklivesmatter
[63] covid19
[44] georgefloydprotest



Top Hashtags in Tweet in G1:
[136] trump
[48] minneapolis
[29] twitter
[22] blacklivesmatters
[22] minneapolisriot
[18] donaldisoverparty
[17] georgefloyd
[15] blacklivesmatter
[10] coronavirus
[9] justiceforgeorgefloyd

Top Hashtags in Tweet in G2:
[94] trump
[16] racistjoebiden
[14] parler
[14] trump2020
[13] enationtrains
[12] twitter
[11] minneapolis
[10] patriots
[9] 25thamendmentnow
[9] soros

Top Hashtags in Tweet in G3:
[74] bantrumpfromtwitter
[42] trump
[19] twitter
[18] iran
[13] donaldisoverparty
[13] dumptrump
[12] covid19
[9] trumpstagfiredecree
[8] whoislouisdejoy
[8] voteforjoe

Top Hashtags in Tweet in G4:
[116] donaldisoverparty
[21] trumpgate
[19] gojoe
[18] trump
[17] minneapolisriot
[15] fridaythoughts
[8] bantrumpfromtwitter
[7] minnesotaburning
[7] trumpisanationaldisgrace
[5] racistinchief

Top Hashtags in Tweet in G5:
[8] twittervstrump
[1] stablegenius
[1] billions
[1] censored
[1] pandemocrat_is_liar
[1] trump2020
[1] qanonworldwide

Top Hashtags in Tweet in G6:
[1] blacklivesmatter

Top Hashtags in Tweet in G7:
[11] 25thamendmentnow
[6] georgefloyd
[3] blacklivesmatter
[3] resist
[2] fridaythoughts
[1] donaldtrumpisoverparty
[1] vote
[1] donaldisoverparty
[1] covid19
[1] fbr

Top Hashtags in Tweet in G8:
[7] resist
[6] biden2020
[5] trump
[5] racist
[5] election2020
[4] georgefloydprotests
[3] georgefloydprotest
[3] georgefloyd
[2] racism
[2] violence

Top Hashtags in Tweet in G10:
[21] trump
[17] covid19
[11] hydroxychloroquine
[11] chloroquine
[4] thereisnoplan
[2] demcast
[1] carolyngombell
[1] freshtweets
[1] fresh
[1] resist

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[1475] trump
[473] twitter
[157] support
[153] donald
[141] people
[137] #trump
[134] believe
[133] president
[124] tweet
[110] george

Top Words in Tweet in G2:
[1186] trump
[703] twitter
[690] realdonaldtrump
[353] president
[189] tweet
[159] media
[156] people
[144] violence
[132] back
[131] account

Top Words in Tweet in G3:
[1595] trump
[1204] twitter
[360] jack
[289] violence
[267] tweet
[252] account
[206] #bantrumpfromtwitter
[178] trump's
[166] white
[134] realdonaldtrump

Top Words in Tweet in G4:
[1416] trump
[690] twitter
[460] america
[314] #donaldisoverparty
[259] tweet
[215] violence
[207] black
[200] trump's
[182] arrested
[177] americans

Top Words in Tweet in G5:
[730] trump
[465] twitter
[392] tweet
[301] trump's
[195] president
[194] violence
[192] literally
[189] mask
[188] removed
[188] unavailable

Top Words in Tweet in G6:
[704] trump
[6] donald
[6] tweet
[5] twitter
[4] world
[4] video
[4] 2017
[4] blatantly
[4] telling
[4] police

Top Words in Tweet in G7:
[713] trump
[633] twitter
[507] ago
[472] taylor
[461] donald
[444] white
[428] swift
[419] 2020
[419] kanye
[412] being

Top Words in Tweet in G8:
[693] trump
[310] taylorswift13
[284] donald
[246] starts
[183] november
[179] twitter
[168] vote
[158] minneapolis
[154] realdonaldtrump
[126] shooting

Top Words in Tweet in G9:
[1172] า
[1172] ว
[1172] เร
[1172] น
[586] taylor
[586] swift
[586] ทว
[586] ตด
[586] donald
[586] trump

Top Words in Tweet in G10:
[544] trump
[414] george
[407] wallace
[304] picked
[173] racist
[172] people
[152] plagiarize
[152] insane
[138] twitter
[123] president

Top Word Pairs
Top Word Pairs in Tweet in G2:
[144] president,trump
[98] twitter,account
[75] trump,2020
[62] donald,trump
[62] flag,nothing
[62] felt,sorry
[61] sorry,woman
[61] woman,getting
[61] getting,beat
[61] beat,wheelchair

Top Word Pairs in Tweet in G3:
[176] twitter,account
[97] white,house
[90] donald,trump
[79] incite,violence
[77] glorifying,violence
[76] executive,order
[76] social,media
[76] president,trump
[76] hello,jack
[76] jack,respectfully

Top Word Pairs in Tweet in G4:
[131] trump,america
[115] glorifying,violence
[112] donald,trump
[70] trump's,america
[70] journalists,arrested
[69] americans,dead
[64] trump,tweet
[60] hours,trump
[58] 000,americans
[58] dead,trump

Top Word Pairs in Tweet in G5:
[215] trump's,tweet
[152] mask,trump's
[144] tweet,literally
[139] literally,removed
[105] removed,unavailable
[99] glorifying,violence
[87] george,floyd
[86] president,trump
[79] jack,dorsey
[77] police,brutality

Top Word Pairs in Tweet in G6:
[257] donald,trump
[188] trump,world
[188] video,2017
[188] 2017,trump
[188] trump,blatantly
[119] blatantly,telling
[114] telling,police
[103] police,rough
[95] rough,thugs
[90] thugs,tweet

Top Word Pairs in Tweet in G7:
[5] donald,trump
[4] taylor,swift
[4] trump,twitter
[4] told,decade
[4] decade,ago
[4] ago,2020
[4] 2020,taylor
[4] swift,accusing
[4] accusing,donald
[4] twitter,stoking

Top Word Pairs in Tweet in G8:
[461] donald,trump
[428] vote,november
[414] looting,starts
[406] starts,shooting
[406] shooting,starts
[406] taylorswift13,realdonaldtrump
[406] november,taylorswift13
[406] taylorswift13,donald
[406] trump,called
[406] called,minneapolis

Top Word Pairs in Tweet in G9:
[280] taylor,swift
[124] swift,ทว
[123] ทว,ตด
[123] ตด,า
[123] า,donald
[104] donald,trump
[103] trump,ว
[103] ว,า
[103] า,หล
[101] หล,งจากค

Top Word Pairs in Tweet in G10:
[586] george,wallace
[586] people,picked
[586] picked,plagiarize
[586] plagiarize,trump
[586] trump,picked
[586] picked,george
[586] wallace,racist
[586] racist,george
[586] wallace,insane
[586] president,trump

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@taylorswift13
@whitehouse
@joebiden
@laurenboebert
@funder
@jackposobiec
@ajitpaifcc
@therickwilson
@bennyjohnson

Top Replied-To in G2:
@realdonaldtrump
@pantomath__
@dvillella
@inthematrixxx
@icecube
@mitchellvii
@donaldjtrumpjr
@repjerrynadler
@antoinebachelin
@ccinthemiddle

Top Replied-To in G3:
@whitehouse
@ajitpaifcc
@realdonaldtrump
@jack
@tedcruz
@yamiche
@tribelaw
@twitter
@gopchairwoman
@devincow

Top Replied-To in G4:
@realdonaldtrump
@funder
@bennyjohnson
@therickwilson
@robreiner
@joncoopertweets
@caslernoel
@bryanbehar
@twittercomms
@tribelaw

Top Replied-To in G5:
@timcast
@gregrubini
@solomonyue
@darhar981
@justbeatee
@iwashington
@jonathanturley
@jack
@unconvenlwisdom
@drmanka00

Top Replied-To in G7:
@kamalaharris
@jamespmorrison
@adamparkhomenko
@stevenportnoy
@business

Top Replied-To in G8:
@taylorswift13
@laurenboebert
@joebiden
@flotus
@drdenagrayson
@hawleymo
@barackobama
@hillaryclinton
@realdonaldtrump
@bunybro

Top Replied-To in G10:
@mmpadellan
@mollyjongfast
@paronoidthe
@danjlevy
@realdonaldtrump
@ivyjofreeman
@brianwfoster
@rawstory
@lister_lester
@patriqt_1776

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@jack
@twitter
@taylorswift13
@potus
@joebiden
@kamalaharris
@whitehouse
@thedailybeast
@omarjimenez

Top Mentioned in G1:
@vialisted
@2popjohn
@jurnalistcomtr

Top Mentioned in G2:
@realdonaldtrump
@potus
@foxandfriends
@jack
@twitter
@erictrump
@qmagamike
@rudygiuliani
@mrcjustrideit
@judgejeanine

Top Mentioned in G3:
@jack
@twitter
@realdonaldtrump
@whitehouse
@khamenei_ir
@gop
@twittersafety
@twittersupport
@ajitpaifcc
@tedcruz

Top Mentioned in G4:
@realdonaldtrump
@omarjimenez
@thedailybeast
@therickwilson
@gtconway3d
@whitehouse
@danscavino
@tedcruz
@vp
@steveschmidtses

Top Mentioned in G5:
@realdonaldtrump
@gaye_gallops
@danscavino
@jack
@thebabylonbee
@solomonyue
@timcast
@owe10016831
@kinyanboy
@justbeatee

Top Mentioned in G6:
@iancanwrite

Top Mentioned in G7:
@kamalaharris
@realdonaldtrump
@gopoversight
@housedemocrats
@mickmulvaneyomb
@jim_jordan
@secpompeo
@taylorswift13
@robertmackey
@twittersafety

Top Mentioned in G8:
@taylorswift13
@realdonaldtrump
@joebiden
@barackobama
@hillaryclinton
@keithellison
@whitehouse
@flotus
@ewarren
@twitter

Top Mentioned in G10:
@potus
@trumpsugar
@black_is_back5
@lovestr50361283
@cdnshade
@misshellca
@drtybrd2020
@shrekthepunk
@1quetzalcoatl1
@calijeff1

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@periodicovzlano
@pulpnews
@tomthunkitsmind
@extravzla
@dolartoday
@current_knewz
@noticias24
@federicoalves
@telesurtv

Top Tweeters in G1:
@periodicovzlano
@pulpnews
@current_knewz
@federicoalves
@jcsura
@4pawshop
@wildwillow65
@iam__network
@shirleyringuet5
@libertea2012

Top Tweeters in G2:
@jver1
@susaniverach
@edwardcalame
@nahbabynah
@wwwillstand
@eltiempo
@janettxblessed
@blanken01
@bluesea1964
@jamierodr14

Top Tweeters in G3:
@commonpatriot
@dancas2
@babysgramma
@kak089
@joni_looking
@politicalbee
@metaquest
@businessinsider
@mmarty1230
@liverpotlian

Top Tweeters in G4:
@homegypsy
@vedehimajumdar
@beverly21811568
@lilygabet
@billieo2
@castonchris
@sachikoko
@betseybess
@gift2usa
@zentaoprincess

Top Tweeters in G5:
@mary620497
@marty713
@joec1776
@drawandstrike
@darhar981
@danna_palmer
@anzers
@joeyyeo13
@joannetarpon07
@stefilassiter

Top Tweeters in G6:
@fahad_pti
@betoccapela
@carolinea_m
@__nyankwave
@iuxstarguardian
@entry_desuyo
@ex_men_in_black
@pathyoliveiira
@luluhpanda
@aishawanjiku_

Top Tweeters in G7:
@tomthunkitsmind
@rcrockett
@elknight20
@costeslioneler
@business
@phillygirl1441
@tigerbeat
@newsofmideast
@glassriverjewel
@pauldramone

Top Tweeters in G8:
@reuters
@sueglashauser
@tallyannae
@deuxsvelte
@leighlike1234
@pushandpulljlm
@skibabs
@arriadna
@artallks
@ey1961

Top Tweeters in G9:
@ksh98_
@pgkyslgk_136
@mijin913
@9janx_
@airairairairj
@n_sirikunya
@ppeachaboo
@snowduck33
@zpidermiw
@pppppppnx__

Top Tweeters in G10:
@1loriking
@thejoshuablog
@redboybroken
@headerop1
@mayread3
@pameladubsky49
@phpress
@sydweedon
@elmer_a_chile
@vickie627