YangGang, Twitter, 11/16/2019 10:10:37 AM, 216560


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YangGang_2019-11-15_23-28-14.xlsx
YangGang_2019-11-15_23-28-14.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 16, 2019
Short Description:
YangGang via NodeXL http://bit.ly/2CUoHaR
@andrewyang
@scottsantens
@hadahiiliyazhi
@michaelsatoshi
@reallyserioso
@zachandmattshow
@fullfrontalsamb
@zach_graumann
@ca51777808
@scott__santos

Top hashtags:
#yanggang
#yang2020
#yangthegoat
#math
#andrewyang

Description:
Description
The graph represents a network of 5,393 Twitter users whose recent tweets contained "YangGang", 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 Saturday, 16 November 2019 at 08:37 UTC.

The tweets in the network were tweeted over the 1-day, 3-hour, 7-minute period from Friday, 15 November 2019 at 04:20 UTC to Saturday, 16 November 2019 at 07:28 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 : 5393
Unique Edges : 21296
Edges With Duplicates : 11724
Total Edges : 33020
Self-Loops : 2037
Reciprocated Vertex Pair Ratio : 0.00841539062161107
Reciprocated Edge Ratio : 0.0166903256334151
Connected Components : 366
Single-Vertex Connected Components : 258
Maximum Vertices in a Connected Component : 4697
Maximum Edges in a Connected Component : 32007
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.932896
Graph Density : 0.000799441357381065
Modularity : 0.290095
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,393 Twitter users whose recent tweets contained "YangGang", 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 Saturday, 16 November 2019 at 08:37 UTC.

The tweets in the network were tweeted over the 1-day, 3-hour, 7-minute period from Friday, 15 November 2019 at 04:20 UTC to Saturday, 16 November 2019 at 07:28 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 : YangGang
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[393] https://twitter.com/aubster321/status/1195174161401860097
[75] https://www.twitch.tv/theyangstream
[74] https://www.mobilize.us/yang2020/event/155549/
[70] https://twitter.com/EmyDonavan/status/1195196765969907712
[63] https://secure.actblue.com/donate/7yangchallenge
[48] https://twitter.com/SovernNation/status/1195383415677190144
[37] https://www.theincomer.com/2019/10/04/millions-are-registering-as-democrats-just-for-andrew-yang/amp/?__twitter_impression=true
[35] https://www.redbubble.com/people/hardermake/works/42224769-andrew-yang-not-left-not-right-forward
[34] https://twitter.com/AndrewYang/status/1195089104947621913
[34] https://twitter.com/johngramlich/status/1194997047088361474

Top URLs in Tweet in G1:
[31] https://twitter.com/aubster321/status/1195174161401860097
[9] https://www.youtube.com/watch?v=vD_ONqj1nq8&feature=youtu.be

[6] https://www.twitch.tv/theyangstream
[5] https://twitter.com/AndrewYang/status/1195361125560250368
[4] https://www.mobilize.us/yang2020/event/155549/
[4] https://www.youtube.com/watch?v=XAehF8ZdwIU&feature=youtu.be

[4] https://www.youtube.com/watch?v=SMUZ5k_oBGI&feature=youtu.be

[4] https://twitter.com/AndrewYang/status/1195089104947621913
[3] https://twitter.com/andrewyang/status/1195520687286308864
[3] https://www.yang2020.com/blog/regulating-technology-firms-in-the-21st-century/

Top URLs in Tweet in G2:
[219] https://twitter.com/aubster321/status/1195174161401860097
[62] https://secure.actblue.com/donate/7yangchallenge
[50] https://twitter.com/EmyDonavan/status/1195196765969907712
[42] https://www.twitch.tv/theyangstream
[39] https://www.mobilize.us/yang2020/event/155549/
[32] https://twitter.com/SovernNation/status/1195383415677190144
[27] https://thehill.com/opinion/campaign/470624-election-2020-why-im-watching-amy-and-andy
[23] https://www.redbubble.com/people/hardermake/works/42224769-andrew-yang-not-left-not-right-forward
[22] https://www.youtube.com/watch?v=gpOGVZTiki8&feature=youtu.be

[21] https://gotweet.it

Top URLs in Tweet in G3:
[49] https://twitter.com/aubster321/status/1195174161401860097
[10] https://www.twitch.tv/theyangstream
[10] https://www.youtube.com/watch?v=qOeC3zWuxJY

[8] https://twitter.com/SovernNation/status/1195383415677190144
[7] https://www.redbubble.com/people/hardermake/works/42224769-andrew-yang-not-left-not-right-forward
[7] https://twitter.com/EmyDonavan/status/1195196765969907712
[7] https://www.youtube.com/watch?v=XAehF8ZdwIU&feature=youtu.be

[6] https://twitter.com/Lamia_Glam_Tech/status/1195167239546265600
[6] https://yanglinks.com/
[6] https://www.mobilize.us/yang2020/event/155549/

Top URLs in Tweet in G4:
[80] https://twitter.com/aubster321/status/1195174161401860097
[25] https://www.mobilize.us/yang2020/event/155549/
[23] https://twitter.com/johngramlich/status/1194997047088361474
[16] https://www.twitch.tv/theyangstream
[16] https://www.theincomer.com/2019/10/04/millions-are-registering-as-democrats-just-for-andrew-yang/amp/?__twitter_impression=true
[15] https://bannersonthecheap.com/
[12] https://www.youtube.com/watch?v=vD_ONqj1nq8

[12] http://youtu.be/7Ti9az7GrxA
[11] https://twitter.com/EmyDonavan/status/1195196765969907712
[9] https://twitter.com/AndrewYang/status/1195089104947621913

Top URLs in Tweet in G5:
[11] https://twitter.com/andrewyang/status/1195520687286308864
[9] https://gebb.io/
[6] https://twitter.com/AndrewYang/status/1195520687286308864
[4] https://twitter.com/AndrewYang/status/1195209154605895680
[4] https://twitter.com/andrewyang/status/1195089104947621913
[4] https://www.businessinsider.com/andrew-yang-data-ownership-property-right-policy-2019-11
[3] https://twitter.com/andrewyang/status/1195211992585269249
[3] https://www.nytimes.com/2019/11/14/opinion/andrew-yang-jobs.html
[3] https://twitter.com/aubster321/status/1195174161401860097
[3] https://twitter.com/TylerSonnemaker/status/1195112736620892160

Top URLs in Tweet in G6:
[2] https://twitter.com/mbcnews/status/1195164515375161344
[2] https://twitter.com/kkoddark/status/1194964636140888066
[2] https://twitter.com/bam_sik_bbang/status/1194755422818725889
[2] http://lets-be.postype.com/post/3903754
[2] https://news.v.daum.net/v/20191115110126969
[2] https://fusetter.com/tw/2vPF6
[2] https://fusetter.com/tw/85I66
[2] https://lets-plant-many-of-hope-in-kdjco.postype.com/post/5138362
[2] https://twitter.com/ingningi/status/1194849106880909312
[2] https://38850-0.postype.com/post/5135896

Top URLs in Tweet in G7:
[11] https://www.engadget.com/2019/11/14/andrew-yang-2020-tech-policy/
[6] https://buildyourownhousebodylife.blogspot.com/2019/07/andrew-yang-yanggang-andrewyang2020-i.html
[2] https://www.youtube.com/watch?v=91etZJrK5ks&feature=youtu.be

[2] https://twitter.com/skyciel4/status/1195332881608052737
[1] https://www.inquisitr.com/5745842/andrew-yang-paul-krugman-debate/amp/?utm_content=US-Politics&utm_term=NA&__twitter_impression=true&utm_source=share&utm_medium=ios_app&utm_name=iossmf
[1] https://twitter.com/thehillofroses/status/1195525689593733126
[1] https://www.jdoqocy.com/click-7801225-10581502?sid=965FOF39846904079689816
[1] https://twitter.com/AilsaForshaw/status/1194503520109547520
[1] https://www.jdoqocy.com/click-7801225-10581502?sid=965FOF67126783666021592
[1] https://twitter.com/AndrewYang/status/1194401977259757575

Top URLs in Tweet in G8:
[2] https://twitter.com/demolaviolinist/status/1194683670856175616
[1] https://twitter.com/TranquiLogan/status/1195419276410335232
[1] https://www.businessinsider.com/andrew-yang-locking-down-more-supporters-non-frontrunners-2019-11
[1] https://spectator.us/andrew-yang-2020-ad-blocker-candidate/
[1] https://twitter.com/cbs11jack/status/1195068306983665664
[1] https://thiskidisscrewed.blogspot.com/2019/11/my-music-my-personal-life-and-andrew.html?m=1
[1] https://twitter.com/njkiwi9/status/1194897510734499840
[1] https://twitter.com/HailCaesar_/status/1195024034381148162
[1] https://twitter.com/KevinSGillespie/status/1193814484814450688
[1] https://twitter.com/DrJasonJohnson/status/1195133250575982593

Top URLs in Tweet in G9:
[2] https://twitter.com/aubster321/status/1195174161401860097
[1] https://twitter.com/GolferCowboy70/status/1195388978548969472
[1] https://twitter.com/paulkrugman/status/1195311498932998144
[1] https://twitter.com/J212_87/status/1193638531253624838
[1] https://twitter.com/dil3mmas/status/1195467617160613888
[1] https://twitter.com/PresidentYang2/status/1195174596946907136
[1] https://app.mylinq.co/users/11a2c38f-ea21-4d08-9acc-289a00336ea6?linqing=true
[1] https://twitter.com/Humanity_FWD/status/1195205051410632709
[1] https://twitter.com/EricQuachSpeaks/status/1195003729545580544

Top URLs in Tweet in G10:
[1] https://twitter.com/michaeljknowles/status/1195571799016140800
[1] https://www.youtube.com/watch?v=hS9wOdenEys&feature=youtu.be

[1] https://twitter.com/aubster321/status/1195174161401860097

Top Domains
Top Domains in Tweet in Entire Graph:
[2016] twitter.com
[416] youtube.com
[132] mobilize.us
[90] actblue.com
[81] twitch.tv
[55] yang2020.com
[41] thehill.com
[39] theincomer.com
[36] reddit.com
[35] redbubble.com

Top Domains in Tweet in G1:
[219] twitter.com
[61] youtube.com
[11] mobilize.us
[10] yang2020.com
[7] businessinsider.com
[6] twitch.tv
[3] thehill.com
[3] reddit.com
[3] yang.social
[2] actblue.com

Top Domains in Tweet in G2:
[916] twitter.com
[172] youtube.com
[75] mobilize.us
[65] actblue.com
[45] twitch.tv
[30] thehill.com
[24] reddit.com
[23] redbubble.com
[21] gotweet.it
[17] yang2020.com

Top Domains in Tweet in G3:
[260] twitter.com
[94] youtube.com
[19] yangmemers.com
[16] overcast.fm
[14] mobilize.us
[13] yang2020.com
[11] twitch.tv
[9] actblue.com
[7] redbubble.com
[6] nytimes.com

Top Domains in Tweet in G4:
[351] twitter.com
[56] youtube.com
[29] mobilize.us
[17] twitch.tv
[16] theincomer.com
[15] bannersonthecheap.com
[13] actblue.com
[12] youtu.be
[9] yang2020.com
[9] humanityfirstapp.com

Top Domains in Tweet in G5:
[119] twitter.com
[18] youtube.com
[9] gebb.io
[7] businessinsider.com
[4] instagram.com
[3] nytimes.com
[1] engadget.com
[1] google.com
[1] abundanceforamerica.com
[1] ebay.com

Top Domains in Tweet in G6:
[20] twitter.com
[7] fusetter.com
[6] postype.com
[2] daum.net
[2] co.kr
[1] google.com
[1] evernote.com
[1] naver.com

Top Domains in Tweet in G7:
[14] twitter.com
[11] engadget.com
[6] blogspot.com
[3] youtube.com
[2] jdoqocy.com
[1] inquisitr.com
[1] desmoinesregister.com

Top Domains in Tweet in G8:
[10] twitter.com
[1] businessinsider.com
[1] spectator.us
[1] blogspot.com
[1] defenseone.com
[1] twitch.tv

Top Domains in Tweet in G9:
[9] twitter.com
[1] mylinq.co

Top Domains in Tweet in G10:
[2] twitter.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12502] yanggang
[1972] yang2020
[905] yangthegoat
[582] math
[543] andrewyang
[447] humanityfirst
[412] freedomdividend
[334] 7yangchallenge
[329] womenforyang
[263] notleftnotrightforward



Top Hashtags in Tweet in G1:
[1624] yanggang
[211] yang2020
[87] yangthegoat
[77] math
[52] humanityfirst
[50] andrewyang
[39] yanggang2020
[38] freedomdividend
[22] yangbeatstrump
[21] notleftnotrightforward

Top Hashtags in Tweet in G2:
[5930] yanggang
[896] yang2020
[442] yangthegoat
[315] math
[280] andrewyang
[274] womenforyang
[189] 7yangchallenge
[167] humanityfirst
[163] nativesforyang
[161] notleftnotrightforward

Top Hashtags in Tweet in G3:
[2034] yanggang
[328] yang2020
[188] yangthegoat
[147] freedomdividend
[72] math
[70] humanityfirst
[51] andrewyang
[34] ubi
[30] betonyang
[28] yangganglove

Top Hashtags in Tweet in G4:
[1982] yanggang
[357] yang2020
[139] yangthegoat
[122] andrewyang
[117] 7yangchallenge
[107] humanityfirst
[85] betonyang
[72] math
[66] vivayangvegas
[53] freedomdividend

Top Hashtags in Tweet in G5:
[293] yanggang
[54] yang2020
[19] humanityfirst
[16] yangthegoat
[15] andrewyang
[14] yanggang2020
[13] math
[9] ubi
[7] freedomdividend
[6] andrewyang2020

Top Hashtags in Tweet in G6:
[3] ポケモン剣盾
[3] nintendoswitch
[2] rt공약
[2] 납득
[2] 마키와마미
[2] 영원한7일의도시
[2] 싱숑_고생했어요
[2] 전독시_완결_축하합니다
[2] pokemon
[2] 홍콩

Top Hashtags in Tweet in G7:
[76] yanggang
[12] yangmediashoutout
[9] yangthegoat
[7] candidatesupporterdebate
[7] andrewyang
[6] yang2020
[4] traveltip
[4] vegas
[3] jewsforyang
[3] bernie

Top Hashtags in Tweet in G8:
[52] yanggang
[6] yang2020
[3] yangthegoat
[3] thursdaythoughts
[3] math
[2] returnofthemack
[2] yanggangignore
[2] bernie2020
[2] yangmediablackout
[1] freedomdividend

Top Hashtags in Tweet in G9:
[92] yanggang
[54] yang2020
[7] 30mil4yang
[6] yangmoneybomb
[6] 7yangchallenge
[5] yangthegoat
[4] math
[2] freedomdividend
[2] patiencepadawans
[2] securethebag

Top Hashtags in Tweet in G10:
[16] yanggang
[7] humanityfirst
[2] gopforyang
[2] freedomdividend
[2] yangthegoat
[1] yang2020
[1] yangganglove
[1] brickwallsforyang

Top Words
Top Words in Tweet in Entire Graph:
[21876] Words in Sentiment List#1: Positive
[6384] Words in Sentiment List#2: Negative
[129] Words in Sentiment List#3: Angry/Violent
[500857] Non-categorized Words
[529116] Total Words
[18428] #yanggang
[7087] andrewyang
[3430] s
[3357] yang
[3243] #yang2020

Top Words in Tweet in G1:
[2330] #yanggang
[1575] andrewyang
[436] s
[342] more
[331] #yang2020
[306] yang
[256] need
[245] out
[239] now
[234] come

Top Words in Tweet in G2:
[9016] #yanggang
[3193] andrewyang
[1712] yang
[1615] s
[1594] #yang2020
[1065] more
[1045] out
[825] #yangthegoat
[814] up
[766] t

Top Words in Tweet in G3:
[3067] #yanggang
[1070] andrewyang
[610] s
[504] #yang2020
[444] yang
[424] more
[323] #yangthegoat
[303] t
[297] now
[285] out

Top Words in Tweet in G4:
[2899] #yanggang
[1049] andrewyang
[625] yang
[613] s
[591] #yang2020
[323] more
[304] thank
[300] today
[294] now
[281] being

Top Words in Tweet in G5:
[293] #yanggang
[60] yang
[54] #yang2020
[33] andrew
[22] people
[20] s
[19] #humanityfirst
[18] more
[17] out
[16] #andrewyang

Top Words in Tweet in G6:
[30] 전독시
[24] 진짜
[18] 김독자
[17] 지금
[14] 수
[13] 아니
[12] 너무
[12] gt
[11] 오후
[10] 정말

Top Words in Tweet in G7:
[130] #yanggang
[50] andrewyang
[36] yang
[28] andrew
[20] great
[14] #yangthegoat
[14] #yang2020
[13] #yangmediashoutout
[13] s
[12] presidential

Top Words in Tweet in G8:
[75] #yanggang
[29] yang
[19] andrewyang
[11] realtimblack
[10] #yang2020
[10] bernie
[10] up
[10] support
[10] want
[9] yanggang

Top Words in Tweet in G9:
[113] #yanggang
[62] #yang2020
[53] yang
[50] bernie
[41] different
[21] andrewyang
[11] s
[9] know
[9] out
[9] #yangthegoat

Top Words in Tweet in G10:
[18] #yanggang
[7] #humanityfirst
[6] andrewyang
[4] time
[3] michaeljknowles
[3] people
[3] #yangthegoat
[3] more
[3] absolutely
[2] #gopforyang

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1296] #yanggang,#yang2020
[1160] andrewyang,#yanggang
[989] andrew,yang
[734] #yang2020,#yanggang
[687] #yanggang,#yangthegoat
[485] don,t
[450] andrewyang,s
[414] support,andrewyang
[401] hey,#yanggang
[388] share,story

Top Word Pairs in Tweet in G1:
[322] andrewyang,#yanggang
[149] #yanggang,making
[149] making,possible
[148] wait,more
[147] speechless,still
[147] still,believe
[147] believe,happened
[147] happened,thank
[147] thank,endlessly
[147] endlessly,andrewyang

Top Word Pairs in Tweet in G2:
[534] #yanggang,#yang2020
[464] andrew,yang
[414] andrewyang,#yanggang
[375] #yang2020,#yanggang
[353] #yanggang,#yangthegoat
[285] don,t
[202] hey,#yanggang
[175] donation,link
[169] #yanggang,#notleftnotrightforward
[166] andrewyang,s

Top Word Pairs in Tweet in G3:
[226] #yanggang,#yang2020
[205] andrewyang,#yanggang
[150] andrew,yang
[148] #yanggang,#yangthegoat
[115] #yang2020,#yanggang
[108] isn,t
[105] opportunity,pursue
[102] nothing,s
[100] s,give
[99] #freedomdividend,isn

Top Word Pairs in Tweet in G4:
[263] #yanggang,#yang2020
[189] andrew,yang
[176] andrewyang,#yanggang
[139] #yanggang,great
[138] great,meeting
[138] shedding,light
[137] thank,briflys
[137] briflys,nadinetruong
[137] nadinetruong,being
[137] being,original

Top Word Pairs in Tweet in G5:
[26] andrew,yang
[24] #yanggang,#yang2020
[14] #yang2020,#yanggang
[9] kmo,c
[9] c,realm
[9] realm,podcast
[9] podcast,outtamyhead
[9] outtamyhead,youtube
[9] youtube,writes
[9] writes,draws

Top Word Pairs in Tweet in G6:
[7] 전독시,완결
[6] 수능,끝난
[6] 훈수두기,x
[6] 12월,15일
[6] 전지적,독자
[6] 독자,시점
[4] 전독시,에필로그
[4] 체인지,4미리
[4] 완결,기념
[4] 전독시,전체결제

Top Word Pairs in Tweet in G7:
[26] andrew,yang
[19] andrewyang,#yanggang
[11] presidential,hopeful
[11] hopeful,andrew
[11] yang,data
[11] data,property
[11] property,engadget
[11] engadget,andrewyang
[11] #yanggang,#data
[11] #data,#privacy

Top Word Pairs in Tweet in G8:
[6] #yanggang,#yangthegoat
[6] mlk,supported
[5] #yanggang,#yang2020
[5] bernersforyang,hey
[5] hey,guys
[5] guys,wrote
[5] wrote,blog
[5] blog,bernie
[5] bernie,yang
[5] yang,personal

Top Word Pairs in Tweet in G9:
[57] #yanggang,#yang2020
[41] yang,different
[41] different,bernie
[41] bernie,#yanggang
[5] love,bernie
[5] highly,recommend
[4] bernie,feel
[4] feel,ideas
[4] ideas,outdated
[4] outdated,recall

Top Word Pairs in Tweet in G10:
[3] #humanityfirst,#yanggang
[2] schloops01,breandad512
[2] breandad512,atlanta4bernie
[2] #yanggang,#humanityfirst
[2] sianberry,scottsantens

Top Replied-To
Top Replied-To in Entire Graph:
@andrewyang
@aubster321
@paulkrugman
@exchangeseva
@zachandmattshow
@nytopinion
@mrbeastyt
@biggiehallsx
@zach_graumann
@michaelforyang

Top Replied-To in G1:
@andrewyang
@mrbeastyt
@zach_graumann
@paulkrugman
@nytopinion
@noahpinion
@kellylynnexo
@biggiehallsx
@kinsey_ka
@cosmothewiz

Top Replied-To in G2:
@andrewyang
@aubster321
@lonelysophia
@michaelforyang
@paulkrugman
@zachandmattshow
@atlantayang
@brutumf
@biggiehallsx
@karenhunter

Top Replied-To in G3:
@andrewyang
@aubster321
@paulkrugman
@biggiehallsx
@nytopinion
@zachandmattshow
@kswillofficial
@hadahiiliyazhi
@xcizior
@cosmothewiz

Top Replied-To in G4:
@andrewyang
@exchangeseva
@zachandmattshow
@michaelsatoshi
@taylorswift13
@scott__santos
@billweinman
@lamia_glam_tech
@paulkrugman
@math_pac

Top Replied-To in G6:
@yanggang_cm
@yuza_disappear
@hue1818
@jamong_yanggang
@ngdoomock
@wolha1101

Top Replied-To in G7:
@andrewyang
@zeusofolympus7
@malaynap
@andrewsolender
@milosmaridalen
@chappydan
@nwrll
@hebrewsaurusre1
@yankeesunivers1
@nerdsforyang

Top Replied-To in G8:
@realtimblack
@lostdiva
@acorollaries
@politics_polls
@ingajj21
@alexkotch
@andrewyang
@bernersforyang
@atlantayang
@nelson_v_gotay

Top Replied-To in G9:
@sativaacidni
@kellylynnexo
@okiedokie02
@mr_charliecantu
@andrewyang
@nytopinion

Top Replied-To in G10:
@michaeljknowles
@tut5150
@andrewyang
@tiramblings
@gwood_62
@gretagarbled
@lipecr84
@machiavellitime
@rmsia03
@schloops01

Top Mentioned
Top Mentioned in Entire Graph:
@andrewyang
@scottsantens
@zach_graumann
@briflys
@nadinetruong
@lisaling
@pagetkagy
@ca_dem
@maddow
@mitchellreports

Top Mentioned in G1:
@andrewyang
@zach_graumann
@realdonaldtrump
@scottsantens
@felon_fred
@pagetkagy
@paulkrugman
@pspradio1
@zachandmattshow
@youtube

Top Mentioned in G2:
@andrewyang
@zach_graumann
@scottsantens
@mitchellreports
@maddow
@kwelkernbc
@ashleyrparker
@pagetkagy
@humanityforyang
@briflys

Top Mentioned in G3:
@andrewyang
@scottsantens
@ewarren
@paulkrugman
@thegreenparty
@youtube
@petebuttigieg
@zach_graumann
@berniesanders
@briflys

Top Mentioned in G4:
@andrewyang
@briflys
@nadinetruong
@lisaling
@ca_dem
@michaelsatoshi
@zach_graumann
@prasunjmishra
@oraclestartup
@sventrepreneur

Top Mentioned in G6:

Top Mentioned in G7:
@andrewyang
@engadget
@richieetwaru
@rubinreport
@aoc
@alexzedkawa
@students4tulsi
@mylifeismunitz
@theinquisitr
@tylerwriter88

Top Mentioned in G8:
@andrewyang
@realtimblack
@bernersforyang
@ryangrim
@spectatorusa
@catesjewels
@reuters
@ipsos
@cookie_vegas
@ninaturner

Top Mentioned in G9:
@andrewyang
@karenhunter
@mindwaive

Top Mentioned in G10:
@andrewyang
@michaeljknowles
@breandad512
@atlanta4bernie
@sianberry
@scottsantens
@schloops01
@nytopinion
@mylifeismunitz
@berniesanders

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@tacobell
@sudeepkhatri
@thehill
@madanabhat
@bellesapepper37
@dgendvil
@businessinsider
@phendricks71
@mitchiepoo46

Top Tweeters in G1:
@bellesapepper37
@businessinsider
@vampirediary55
@narutoj3
@waterflowerm
@people
@claimcompanies
@wwe
@3pennymovies
@fastcompany

Top Tweeters in G2:
@thehill
@madanabhat
@dgendvil
@dcexaminer
@politico
@garden4u_wa
@stfuimtweetn0_o
@newsweek
@gokuraku4649
@nytnational

Top Tweeters in G3:
@sudeepkhatri
@phendricks71
@santchiweb
@kcookie818
@wmn4srvl
@onekade
@alezetab
@paladinette
@fedelowe
@nytopinion

Top Tweeters in G4:
@nytimes
@jcoralpark
@cnn
@pippaprice3
@suepersists
@verge
@dianavalerie
@keo_billy
@lindafmanuel
@cunttheredeemer

Top Tweeters in G5:
@mimitexasangel
@trumpathon
@thatalexyarde
@fanfare100
@victorlicata1
@natedjay
@christoferguson
@esanzi
@mainefinfan
@trillxstrebel

Top Tweeters in G6:
@nyong_l
@awder_hj
@macaronjam
@sylphirit
@zalwa13
@ro_yu_
@pinktail_ass
@jin06025
@ex_armydoc
@tuxedo_de_cat

Top Tweeters in G7:
@theinquisitr
@engadget
@johnnosta
@ailsaforshaw
@malaynap
@rubinreport
@ricosuavejd
@calbear949
@hollywoodimprov
@zeusofolympus7

Top Tweeters in G8:
@reuters
@veggie64_leslie
@wmur9
@ultraverified
@hobbitj
@lostdiva
@ninaturner
@alexkotch
@realtimblack
@ryangrim

Top Tweeters in G9:
@lynxevil
@coricaz
@sophianictract
@weiwang8964
@k_dawg21
@ddrrnt
@jamez_316
@muhamedalic
@itsthebandcle
@jim_malone

Top Tweeters in G10:
@natalieben
@gretagarbled
@simonjduffy
@sianberry
@michaeljknowles
@tut5150
@b_mad_
@atlanta4bernie
@andylocal
@rmsia03