AOC, Twitter, 4/19/2021 8:58:15 PM, 253138


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AOC_2021-04-18_11-54-01.xlsx
AOC_2021-04-18_11-54-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 19, 2021
Short Description:
AOC via NodeXL https://bit.ly/3txqStH
@aoc
@foxnews
@mollyratty
@therealmka20
@cenkuygur
@alexisjoelpr
@aoc_oc
@seanhannity
@aggieman20
@elisa_freedom

Top hashtags:
#giveaway
#aoc
#biden
#myanmar
#miseàjour
#whatshappeninginmyanmar
#apr17coup
#veterans
#mogok

Description:
Description
The graph represents a network of 7,843 Twitter users whose tweets in the requested range contained "AOC", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 18 April 2021 at 19:06 UTC.

The requested start date was Sunday, 18 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-hour, 56-minute period from Friday, 16 April 2021 at 21:40 UTC to Saturday, 17 April 2021 at 10:37 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 : 7843
Unique Edges : 9833
Edges With Duplicates : 11938
Total Edges : 21771
Number of Edge Types : 5
Replies to : 4068
Mentions : 8333
MentionsInRetweet : 5719
Retweet : 3042
Tweet : 609
Self-Loops : 645
Reciprocated Vertex Pair Ratio : 0.014428253535281
Reciprocated Edge Ratio : 0.0284460798188508
Connected Components : 598
Single-Vertex Connected Components : 307
Maximum Vertices in a Connected Component : 6394
Maximum Edges in a Connected Component : 19829
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.08065
Graph Density : 0.000229770662149556
Modularity : 0.466413
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,843 Twitter users whose tweets in the requested range contained "AOC", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 18 April 2021 at 19:06 UTC.

The requested start date was Sunday, 18 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-hour, 56-minute period from Friday, 16 April 2021 at 21:40 UTC to Saturday, 17 April 2021 at 10:37 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 : GraphServerTwitterSearch
Graph Term : AOC
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:
[49] https://www.foxnews.com/politics/aoc-rips-into-biden-for-keeping-racist-trump-era-refugee-cap
[29] https://twitter.com/AOC/status/1383120325454467072
[24] https://hannity.com/media-room/not-radical-enough-aoc-rips-xenophobic-and-racist-refugee-policies-of-joe-biden/?utm_source=hootsuite
[16] https://twitter.com/AOC/status/1383114010497794049
[15] https://twitter.com/WashTimes/status/1383018597904158724
[14] https://twitter.com/AOC/status/1382885198115770369
[14] https://www.foxnews.com/politics/ocasio-cortez-justice-democrats-defund-police-abdelhamid-maloney
[13] https://twitter.com/ryansheales/status/1383203159607103491
[11] https://twitter.com/aoc/status/1383120325454467072
[10] https://twitter.com/aoc/status/1383114010497794049

Top URLs in Tweet in G1:
[5] https://twitter.com/ryansheales/status/1383203159607103491
[3] https://www.foxnews.com/politics/ocasio-cortez-justice-democrats-defund-police-abdelhamid-maloney
[3] https://www.foxnews.com/politics/aoc-rips-into-biden-for-keeping-racist-trump-era-refugee-cap
[2] https://www.thetimes.co.uk/article/drop-the-term-anglo-saxon-as-it-is-bound-up-with-white-supremacy-say-academics-d66dlztfj
[2] https://www.newyorker.com/magazine/2020/03/02/how-stephen-miller-manipulates-donald-trump-to-further-his-immigration-obsession
[2] https://twitter.com/aoc/status/1383120325454467072
[2] https://twitter.com/washtimes/status/1383018597904158724
[2] https://twitter.com/RyanSheales/status/1383203159607103491
[2] https://www.vanityfair.com/news/2021/04/lauren-boebert-marjorie-taylor-greene-transplant-bill
[2] https://twitter.com/BobboishereA/status/1383174364368101378?s=19

Top URLs in Tweet in G2:
[7] https://twitchy.com/dougp-3137/2021/04/16/aoc-furious-with-biden-for-upholding-the-xenophobic-and-racist-policies-of-the-trump-admin/
[3] https://twitter.com/AOC/status/1382885198115770369?cn=ZmxleGlibGVfcmVjcw%3D%3D&refsrc=email
[3] https://abcnews.go.com/Politics/trump-decimated-refugee-program-hampering-bidens-historic-goal/story?id=75911102
[2] https://twitter.com/AOC/status/1383120325454467072
[2] https://nypost.com/2021/04/15/marjorie-taylor-greene-challenges-aoc-to-debate-green-new-deal/?utm_source=NYPTwitter&utm_campaign=SocialFlow&utm_medium=SocialFlow
[2] https://www.washingtontimes.com/news/2021/apr/16/biden-blasted-by-aoc-ilhan-omar-for-cap-on-refugee/
[2] https://nypost.com/2021/04/16/aoc-jumps-to-conclusions-on-chicago-shooting-yet-again-fueling-the-flames-of-us-divisions/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[2] https://redstate.com/nick-arama/2021/04/16/aoc-and-other-dems-reveal-the-naked-power-grab-when-it-comes-to-the-supreme-court-n362202
[1] https://www.yahoo.com/huffpost/america-first-anglo-saxon-caucus-marjorie-taylor-greene-republicans-042605315.html
[1] https://twitter.com/i/web/status/1382695202679308288

Top URLs in Tweet in G3:
[3] https://twitter.com/thehill/status/1382700000195514381
[1] https://twitter.com/i/web/status/1383203159607103491
[1] https://twitter.com/tacotuesdaybois/status/1383294541604610065
[1] https://www.politifact.com/factchecks/2019/jul/29/tweets/republican-presidents-democrats-contribute-deficit/
[1] https://twitter.com/themstems/status/1349911743934316545?s=21
[1] https://twitter.com/ryansheales/status/1383203159607103491

Top URLs in Tweet in G4:
[7] https://twitter.com/AOC/status/1383120325454467072
[3] https://www.youtube.com/watch?v=nySsTm3Dkj4&feature=youtu.be

[1] https://twitter.com/evaputzova/status/1383060229697335302
[1] https://twitter.com/i/web/status/1380925628489199623
[1] https://twitter.com/i/web/status/1383048182674952197
[1] https://twitter.com/i/web/status/1383163431893626880
[1] https://twitter.com/i/web/status/1383060231681298435
[1] https://twitter.com/i/web/status/1383060239017148417
[1] https://twitter.com/i/web/status/1383060240568967172
[1] https://twitter.com/i/web/status/1383175574370324486

Top URLs in Tweet in G5:
[8] https://twitter.com/AOC/status/1383120325454467072
[7] https://www.foxnews.com/politics/aoc-rips-into-biden-for-keeping-racist-trump-era-refugee-cap
[5] https://twitter.com/ryansheales/status/1383203159607103491
[5] https://twitter.com/AOC/status/1383114010497794049
[4] https://www.foxnews.com/politics/aoc-house-democrats-2022-midterm-campaign-donations
[4] https://twitter.com/RyanSheales/status/1383203159607103491
[3] https://www.nydailynews.com/news/politics/us-elections-government/ny-aoc-adam-toledo-chicago-police-20210416-vjo6eiohcbetlplkq4jj5debma-story.html
[3] https://www.foxnews.com/politics/white-house-biden-refugee-cap-dem-fury-over-original-target
[3] https://twitter.com/AOC/status/1383233467660468228
[2] https://twitter.com/chicagotribune/status/1382834377143488521?s=21

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1383203400561553410
[1] https://twitter.com/i/web/status/1383202822896766978
[1] https://twitter.com/i/web/status/1383203128435109894
[1] https://twitter.com/i/web/status/1382894326808776706
[1] https://twitter.com/i/web/status/1383197526996750343
[1] https://twitter.com/i/web/status/1383201223004856321
[1] https://twitter.com/billthecat22/status/1383109992744640518
[1] https://twitter.com/i/web/status/1383109992744640518
[1] https://twitter.com/i/web/status/1382960521884803073
[1] https://twitter.com/i/web/status/1383118302147334144

Top URLs in Tweet in G7:
[3] https://www.youtube.com/watch?v=_6ogrivaDdg&feature=youtu.be

[2] https://www.youtube.com/watch?v=A6QdL6JCJLw&feature=youtu.be

[2] https://www.youtube.com/watch?v=_i6N185mawU&feature=youtu.be

[1] https://twitter.com/AOC/status/1383114010497794049
[1] https://twitter.com/i/web/status/1383199649150889984
[1] https://twitter.com/i/web/status/1383193446437953539
[1] https://twitter.com/i/web/status/1383196858130976769
[1] https://twitter.com/i/web/status/1383197265423069184
[1] https://books.google.co.uk/books?id=UFZhx5jRFZ8C&dq=Substance%20of%20a%20Speech%20on%20the%20Poor%20Laws%3A%20Delivered%20in%20the%20...%2C%20Volume%201%2C%20Issue%201
[1] https://twitter.com/i/web/status/1383199725487235072

Top URLs in Tweet in G8:
[14] https://twitter.com/WashTimes/status/1383018597904158724
[2] https://www.dailymail.co.uk/news/article-9478553/AOC-says-prosecutor-Adam-Toledo-case-LIED-police-killing-child.html
[1] https://twitter.com/i/web/status/1382771454509522944
[1] https://twitter.com/ywdwarner/status/1382444932351234052
[1] https://twitter.com/i/web/status/1383097910406045699
[1] https://twitter.com/AOC/status/1337619814744006659?s=19
[1] https://twitter.com/ryansheales/status/1383203159607103491
[1] https://twitter.com/JerylBier/status/1383042270824390657
[1] https://twitter.com/CrimeWatchMpls/status/1381512633409396738
[1] https://twitter.com/i/web/status/1383208695501365251

Top URLs in Tweet in G9:
[36] https://www.foxnews.com/politics/aoc-rips-into-biden-for-keeping-racist-trump-era-refugee-cap
[10] https://twitter.com/AOC/status/1382885198115770369
[3] https://www.foxnews.com/politics/aoc-house-democrats-2022-midterm-campaign-donations
[1] https://www.dailywire.com/news/the-postal-service-is-awesome-we-love-the-postal-service-aoc-makes-the-progressive-case-for-expanding-the-usps?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwtwitter
[1] https://twitter.com/i/web/status/1383172741155590145
[1] https://www.insider.com/zip-tie-guy-capitol-riot-plastic-handcuffs-police-prosecutors-2021-1
[1] https://twitter.com/i/web/status/1381687044842393602
[1] https://twitter.com/i/web/status/1383206745565110274
[1] https://twitter.com/i/web/status/1383203146357350400
[1] https://twitter.com/i/web/status/1383197725341184000

Top URLs in Tweet in G10:
[2] https://nypost.com/2021/04/03/aoc-was-one-of-least-effective-members-of-congress-study/
[1] https://twitter.com/i/web/status/1383182520766767104
[1] https://twitter.com/i/web/status/1383163070080544771
[1] https://twitter.com/i/web/status/1383203539925798913
[1] https://twitter.com/i/web/status/1383201023670452226
[1] https://twitter.com/i/web/status/1383198774064001034
[1] https://twitter.com/i/web/status/1383190146523176961
[1] https://twitter.com/i/web/status/1383197748057493507
[1] https://twitter.com/i/web/status/1383197007402172417
[1] https://twitter.com/i/web/status/1383188099069530112

Top Domains
Top Domains in Tweet in Entire Graph:
[1626] twitter.com
[75] foxnews.com
[38] youtube.com
[27] hannity.com
[10] yahoo.com
[8] co.uk
[8] nypost.com
[7] aoc.media
[7] mondoweiss.net
[7] twitchy.com

Top Domains in Tweet in G1:
[441] twitter.com
[7] foxnews.com
[6] youtube.com
[3] co.uk
[2] newyorker.com
[2] vanityfair.com
[2] nickadamsusa.com
[1] thehill.com
[1] instagram.com
[1] reuters.com

Top Domains in Tweet in G2:
[247] twitter.com
[7] twitchy.com
[6] youtube.com
[4] nypost.com
[3] go.com
[2] yahoo.com
[2] washingtontimes.com
[2] redstate.com
[2] dailywire.com
[1] politico.com

Top Domains in Tweet in G3:
[7] twitter.com
[1] politifact.com

Top Domains in Tweet in G4:
[75] twitter.com
[4] youtube.com
[1] seculartalkradio.com

Top Domains in Tweet in G5:
[140] twitter.com
[15] foxnews.com
[5] youtube.com
[3] nydailynews.com
[3] theblaze.com
[3] blogspot.com
[2] mondoweiss.net
[2] hotair.com
[2] politico.com
[2] yahoo.com

Top Domains in Tweet in G6:
[108] twitter.com
[3] youtube.com
[1] wgntv.com
[1] kfoxtv.com
[1] chicagopolice.org

Top Domains in Tweet in G7:
[108] twitter.com
[11] youtube.com
[1] co.uk
[1] sofi.com

Top Domains in Tweet in G8:
[36] twitter.com
[2] co.uk
[1] washingtontimes.com

Top Domains in Tweet in G9:
[39] foxnews.com
[29] twitter.com
[1] dailywire.com
[1] insider.com
[1] dw.com

Top Domains in Tweet in G10:
[10] twitter.com
[2] nypost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[71] giveaway
[57] aoc
[47] biden
[18] myanmar
[16] miseàjour
[13] whatshappeninginmyanmar
[10] apr17coup
[10] veterans
[10] mogok
[10] foxnews



Top Hashtags in Tweet in G1:
[8] anglosaxon
[3] compol
[3] socialmedia
[3] expelgreene
[3] foxnews
[2] expelmarjorietaylorgreene
[2] greennewdeal
[2] aoc
[2] medicareforall
[2] expeltheseditionists

Top Hashtags in Tweet in G2:
[9] veterans
[7] lockdowns
[7] i_want_my_miracle_back
[4] redpillbill
[3] facciamorete
[3] facciamoeuropa
[3] greennewdeal
[3] immigrantrights
[3] democrats
[3] medicareforall

Top Hashtags in Tweet in G3:
[2] aoc
[1] aocswallow
[1] smalltownlife

Top Hashtags in Tweet in G4:
[2] medicareforall
[1] gnd
[1] fraudsquad
[1] justdemocrats
[1] aoc
[1] jimmydorewasright
[1] forcethevote
[1] m4all
[1] justtweetdemocrats
[1] thesquad

Top Hashtags in Tweet in G5:
[25] aoc
[7] foxnews
[5] joebiden
[4] cnn
[3] blacklivesmatter
[3] democrats
[3] biden
[3] pelosi
[3] tuckercarlson
[3] nyc

Top Hashtags in Tweet in G7:
[3] hillary
[2] floridaman
[2] greennewdeal
[2] firedejoy
[2] m4a
[2] gnd
[1] samuelwhitbread
[1] thankyoubernie
[1] bitcoin

Top Hashtags in Tweet in G8:
[2] blacktwitter
[2] hannity
[1] austin
[1] pneumonia
[1] farmersprotest
[1] aocsmollett

Top Hashtags in Tweet in G10:
[3] doge
[2] dogecoin
[1] boston2024
[1] trump
[1] dogeday
[1] dogecointothemoon
[1] crypto
[1] dogearmy
[1] maga
[1] usa

Top Words
Top Words in Tweet in Entire Graph:
[7434] aoc
[868] ryansheales
[703] mtgreenee
[689] biden
[687] political
[658] another
[633] second
[623] queen
[616] absolute
[612] 90

Top Words in Tweet in G1:
[2393] aoc
[672] mtgreenee
[564] jakesherman
[278] free
[278] check
[272] office
[270] latest
[270] project
[270] cashing
[269] pilot

Top Words in Tweet in G2:
[834] aoc
[94] potus
[93] biden
[58] people
[55] ayannapressley
[55] rashidatlaib
[54] berniesanders
[50] ilhanmn
[46] mikedrake178
[45] james_roe

Top Words in Tweet in G3:
[880] aoc
[845] ryansheales
[599] queen
[597] political
[596] another
[596] authentic
[595] 90
[595] second
[595] masterclass
[595] absolute

Top Words in Tweet in G4:
[349] aoc
[160] proudsocialist
[149] justicedems
[145] kylekulinski
[98] progressives
[96] congress
[91] founder
[91] calls
[91] end
[90] co

Top Words in Tweet in G5:
[242] aoc
[54] biden
[32] refugee
[30] cap
[27] trump
[25] #aoc
[17] keeping
[16] racist
[15] president
[13] rips

Top Words in Tweet in G6:
[264] aoc
[95] cecepalomar
[44] srthuemmler
[34] gun
[29] people
[28] soupformelol
[28] wopkonjorge
[23] eontheeevee123
[21] cops
[20] cop

Top Words in Tweet in G7:
[301] aoc
[212] billpascrell
[212] repmarcykaptur
[210] sengillibrand
[34] free
[29] office
[24] chrislhayes
[18] pilot
[18] rid
[17] check

Top Words in Tweet in G8:
[119] aoc
[49] mollyratty
[46] comes
[46] against
[46] brown
[46] board
[46] education
[21] repaoc
[17] chadfelixg
[17] people

Top Words in Tweet in G9:
[123] aoc
[89] foxnews
[55] biden
[49] trump
[47] keeping
[47] refugee
[47] cap
[39] racist
[36] rips
[17] realdailywire

Top Words in Tweet in G10:
[77] aoc
[65] therealmka20
[39] fogcitymidge
[36] breaking
[36] biden
[36] trump
[35] set
[35] sign
[35] order
[35] keep

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[608] another,90
[608] 90,second
[608] second,masterclass
[608] masterclass,authentic
[608] authentic,political
[608] political,communication
[608] communication,absolute
[608] absolute,queen
[608] queen,art
[608] art,aoc

Top Word Pairs in Tweet in G1:
[561] jakesherman,aoc
[557] mtgreenee,jakesherman
[270] check,cashing
[269] latest,project
[269] project,pilot
[269] pilot,projects
[269] projects,fee
[269] fee,free
[269] free,atms
[269] atms,check

Top Word Pairs in Tweet in G2:
[46] mikedrake178,aoc
[44] berniesanders,aoc
[35] ginarosar,aoc
[32] james_roe,aoc
[32] aoc,ilhanmn
[30] youroldteacher,aoc
[25] rashidatlaib,berniesanders
[23] sean_antrim,aoc
[21] bidentracking,aoc
[20] aoc,juliancastro

Top Word Pairs in Tweet in G3:
[594] another,90
[594] 90,second
[594] second,masterclass
[594] masterclass,authentic
[594] authentic,political
[594] political,communication
[594] communication,absolute
[594] absolute,queen
[594] queen,art
[594] art,aoc

Top Word Pairs in Tweet in G4:
[140] proudsocialist,justicedems
[92] progressives,congress
[90] justicedems,co
[90] co,founder
[90] founder,kylekulinski
[90] kylekulinski,calls
[90] calls,aoc
[90] aoc,progressives
[90] congress,holding
[90] holding,end

Top Word Pairs in Tweet in G5:
[22] refugee,cap
[15] trump,refugee
[15] biden,keeping
[13] aoc,rips
[12] rips,biden
[12] keeping,racist
[12] racist,trump
[7] green,deal
[7] refugee,admissions
[6] accuses,chicago

Top Word Pairs in Tweet in G6:
[93] cecepalomar,aoc
[44] srthuemmler,aoc
[21] wopkonjorge,cecepalomar
[19] eontheeevee123,aoc
[13] soupformelol,cecepalomar
[12] lumeaphy,wopkonjorge
[11] aoc,adore
[11] bnice781,cecepalomar
[10] adore,re
[10] re,wrong

Top Word Pairs in Tweet in G7:
[211] billpascrell,repmarcykaptur
[207] sengillibrand,billpascrell
[165] aoc,sengillibrand
[24] aoc,chrislhayes
[24] chrislhayes,sengillibrand
[17] check,cashing
[16] fee,free
[16] latest,project
[15] free,atms
[15] atms,check

Top Word Pairs in Tweet in G8:
[46] aoc,comes
[46] comes,against
[46] against,brown
[46] brown,board
[46] board,education
[45] mollyratty,aoc
[14] constitution,designed
[14] designed,explicitly
[14] explicitly,restrict
[14] restrict,power

Top Word Pairs in Tweet in G9:
[62] foxnews,aoc
[47] trump,refugee
[47] refugee,cap
[36] aoc,rips
[36] rips,biden
[36] biden,keeping
[36] keeping,racist
[36] racist,trump
[11] completely,utterly
[11] utterly,unacceptable

Top Word Pairs in Tweet in G10:
[38] therealmka20,aoc
[35] breaking,biden
[35] biden,set
[35] set,sign
[35] sign,order
[35] order,keep
[35] keep,refugee
[35] refugee,admissions
[35] admissions,trump
[35] trump,levels

Top Replied-To
Top Replied-To in Entire Graph:
@aoc
@mtgreenee
@ryansheales
@therealmka20
@foxnews
@malarkeyjoes
@stephenm
@expelleddux
@ginarosar
@blm_hht

Top Replied-To in G1:
@aoc
@mtgreenee
@stephenm
@freedlander
@spotlightonbs
@vjeannek
@kimkbaltimore
@kellyemon
@dorathy_k
@mdaisey

Top Replied-To in G2:
@aoc
@ginarosar
@youroldteacher
@mikedrake178
@sean_antrim
@ayannapressley
@james_roe
@ermida44805857
@potus
@mike_ryker

Top Replied-To in G3:
@ryansheales
@expelleddux
@personalgenius
@inkling61
@tacotuesdaybois
@peacedividend1
@mattyford
@aoc
@mnnass1sun
@conner24026871

Top Replied-To in G4:
@proudsocialist
@gavw316
@bayarea_bias
@luisafi12201516
@ceroliger
@evaputzova
@cenkuygur
@aoc
@ggreenwald
@bourgeoisalien

Top Replied-To in G6:
@aoc
@cecepalomar
@saritagalvan3
@srthuemmler
@eontheeevee123
@mikehog94945512
@bnice781
@itstaylorjc
@chrisr475
@soupformelol

Top Replied-To in G7:
@aoc
@danhigham
@jimjone06394596
@chickenfeast
@garrettmoffitt
@mike71984876
@beezee46
@simonetheboss2
@westernpolitics
@notatweeter16

Top Replied-To in G8:
@bansisharma
@mollyratty
@aoc
@sarcasmstardust
@repaoc
@potus
@triallawyerrich
@trestresjolie
@twines4congress
@malkie_mc

Top Replied-To in G9:
@foxnews
@aoc
@realdailywire
@harry_hparsons
@marqueesolomon
@james90638219
@afranco822
@hannadaisydaisy
@knick4knacks
@maryannhapp

Top Replied-To in G10:
@therealmka20
@rocksergeant
@fogcitymidge
@willowapollo
@dondlelee
@alclerico
@b_ski8731
@sfloef

Top Mentioned
Top Mentioned in Entire Graph:
@aoc
@ryansheales
@jakesherman
@billpascrell
@repmarcykaptur
@sengillibrand
@mtgreenee
@justicedems
@stephenm
@proudsocialist

Top Mentioned in G1:
@aoc
@jakesherman
@stephenm
@mtgreenee
@leftsplintered
@freedlander
@ddayen
@holly_4congress
@realsaavedra
@santos4congress

Top Mentioned in G2:
@aoc
@potus
@rashidatlaib
@berniesanders
@ilhanmn
@ayannapressley
@martinkulldorff
@coribush
@speakerpelosi
@jamaalbowmanny

Top Mentioned in G3:
@aoc
@ryansheales
@iced327
@inkling61
@aznena79
@removegop
@laxgarcia
@mnnass1sun
@mattyford
@bernie1298

Top Mentioned in G4:
@aoc
@justicedems
@kylekulinski
@proudsocialist
@cenkuygur
@evaputzova
@razorgrrl
@repohalleran
@repo
@dnc

Top Mentioned in G5:
@gentz_thomas
@kollar2015
@voteblue8888
@earthboundpat
@benshapirro
@doyour_hw
@jmlpyt

Top Mentioned in G6:
@aoc
@cecepalomar
@srthuemmler
@wopkonjorge
@soupformelol
@eontheeevee123
@lumeaphy
@bnice781
@tm411327
@realboxerdoggie

Top Mentioned in G7:
@billpascrell
@repmarcykaptur
@sengillibrand
@aoc
@chrislhayes
@youtube
@darrenmullinsaz
@deray
@jimjone06394596
@chickenfeast

Top Mentioned in G8:
@mollyratty
@aoc
@repaoc
@chadfelixg
@allahpundit
@jonahdispatch
@argop
@potus
@vp
@michaeldell

Top Mentioned in G9:
@foxnews
@aoc
@realdailywire
@mikefication
@jeffhreynolds
@tuckercarlson
@aiiamericangiri
@socialistbowden
@dougiebrah
@thevivafrei

Top Mentioned in G10:
@fogcitymidge
@therealmka20
@aoc
@donaldjtrumpjr
@jennbella1231
@cityofquincy
@coolblonde21
@chancetaken07
@kiro7seattle
@elonmusk

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@kittenish823
@chris_1791
@cagney1991
@7b73f39b85e1415
@_redfrog
@meruemgi
@debrammason1
@dgendvil
@thehill

Top Tweeters in G1:
@threadreaderapp
@debrammason1
@justiceoutcry
@jjj5819
@meidas_damon
@noncontacthogg
@utzaake
@jgionova
@all435reps
@aquarius1049

Top Tweeters in G2:
@businessinsider
@jayoung1892
@mzee26
@dcexaminer
@christinejameis
@telldebatz
@rbpundit
@nytimes
@lalitapetila
@washingtonpost

Top Tweeters in G3:
@luqmannyamiin
@pushandpulljlm
@morr_1980
@beverlyfolkers
@prosyria2
@persiankittenz
@michaelsen_erik
@mercenarygraphi
@maknaemarch
@madmontesaurus

Top Tweeters in G4:
@gleekamber
@paulsorrentino3
@admomof3
@mrtallerjerry
@cb765
@kshaw58
@simon_a_wood
@delmoi
@dallas4bernie
@youngchris27040

Top Tweeters in G5:
@jmlpyt
@advsola
@haccordingly
@ibangel
@quorumcall
@gupdiver
@trcfwtt
@realdanielglenn
@ginademiranda2
@dlw20161950

Top Tweeters in G6:
@ross_kross
@mary_wtpwa
@lafizzyd
@chrisdidato
@ricosuavejd
@wethepeoplepack
@barncat26
@alex_john_7
@linaolight
@antonioangelo21

Top Tweeters in G7:
@cagney1991
@7b73f39b85e1415
@prime_bee
@rebellegrrl
@ashokathebear
@eclecticradical
@zeebap2
@deray
@marygribbin809
@corsiar9

Top Tweeters in G8:
@mailonline
@mcarsonaos
@ihatethemedia
@stevekloscak
@hotlinejosh
@willcollier
@humphreybohun
@shabbosgoy
@flmomnygirl
@chadfelixg

Top Tweeters in G9:
@karrasamelia5
@foxnews
@crapanzanorobin
@aiiamericangiri
@mike71914654
@grimkeeper_
@ggibson1957
@kevinktk789
@gillis9rose
@ruslandzhebr

Top Tweeters in G10:
@ambinc1
@kiro7seattle
@alexblx
@nodramahere7
@chasemonkeyface
@christy56074523
@matthewjshow
@cjtthumper
@6ef9ae46f51444c
@jennwolcott