#yanggang, Twitter, 11/16/2019 4:19:20 PM, 216571


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#yanggang_2019-11-16_06-00-59.xlsx
#yanggang_2019-11-16_06-00-59.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 16, 2019
Short Description:
#yanggang via NodeXL http://bit.ly/2Kto3p2
@andrewyang
@scottsantens
@hadahiiliyazhi
@michaelsatoshi
@reallyserioso
@ca51777808
@zach_graumann
@fullfrontalsamb
@kinsey_ka
@scott__santos

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

Description:
Description
The graph represents a network of 5,113 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 14:54 UTC.

The tweets in the network were tweeted over the 1-day, 7-hour, 1-minute period from Friday, 15 November 2019 at 07:04 UTC to Saturday, 16 November 2019 at 14:06 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 : 5113
Unique Edges : 21165
Edges With Duplicates : 11925
Total Edges : 33090
Self-Loops : 1845
Reciprocated Vertex Pair Ratio : 0.00792344994804295
Reciprocated Edge Ratio : 0.0157223248421324
Connected Components : 351
Single-Vertex Connected Components : 263
Maximum Vertices in a Connected Component : 4621
Maximum Edges in a Connected Component : 32572
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.899403
Graph Density : 0.000890630743629038
Modularity : 0.283359
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,113 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 14:54 UTC.

The tweets in the network were tweeted over the 1-day, 7-hour, 1-minute period from Friday, 15 November 2019 at 07:04 UTC to Saturday, 16 November 2019 at 14:06 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:
[389] https://twitter.com/aubster321/status/1195174161401860097
[91] https://www.mobilize.us/yang2020/event/155549/
[75] https://www.twitch.tv/theyangstream
[63] https://secure.actblue.com/donate/7yangchallenge
[58] https://twitter.com/EmyDonavan/status/1195196765969907712
[49] https://twitter.com/SovernNation/status/1195383415677190144
[44] https://thehill.com/opinion/campaign/470624-election-2020-why-im-watching-amy-and-andy
[38] https://www.redbubble.com/people/hardermake/works/42224769-andrew-yang-not-left-not-right-forward
[38] https://www.theincomer.com/2019/10/04/millions-are-registering-as-democrats-just-for-andrew-yang/amp/?__twitter_impression=true
[33] https://twitter.com/AndrewYang/status/1195089104947621913

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

[6] https://www.twitch.tv/theyangstream
[5] https://www.theincomer.com/2019/10/04/millions-are-registering-as-democrats-just-for-andrew-yang/amp/?__twitter_impression=true
[5] https://twitter.com/andrewyang/status/1195520687286308864
[5] https://twitter.com/AndrewYang/status/1195520687286308864
[4] https://www.mobilize.us/yang2020/event/155549/
[4] https://twitter.com/SovernNation/status/1195383415677190144
[4] https://www.youtube.com/watch?v=p1rQ-38EESo&feature=youtu.be

[3] http://www.toastmasters.org/find-a-club

Top URLs in Tweet in G2:
[160] https://twitter.com/aubster321/status/1195174161401860097
[47] https://www.twitch.tv/theyangstream
[35] https://thehill.com/opinion/campaign/470624-election-2020-why-im-watching-amy-and-andy
[29] https://www.mobilize.us/yang2020/event/155549/
[28] https://twitter.com/SovernNation/status/1195383415677190144
[24] https://twitter.com/EmyDonavan/status/1195196765969907712
[21] https://gotweet.it
[21] https://www.engadget.com/2019/11/14/andrew-yang-2020-tech-policy/
[21] https://www.youtube.com/watch?v=WTZ_0o8La0Q&feature=youtu.be

[19] https://www.youtube.com/watch?v=gpOGVZTiki8&feature=youtu.be


Top URLs in Tweet in G3:
[112] https://twitter.com/aubster321/status/1195174161401860097
[60] https://secure.actblue.com/donate/7yangchallenge
[23] https://twitter.com/EmyDonavan/status/1195196765969907712
[9] https://twitter.com/SovernNation/status/1195383415677190144
[6] https://twitter.com/dil3mmas/status/1195467617160613888
[5] https://www.mobilize.us/yang2020/event/155549/
[5] https://www.yang-vs-gang.com
[5] https://yanglinks.com/
[5] http://www.scottsantens.com/basic-income-faq
[5] https://givedirect.io/yang/mememe/

Top URLs in Tweet in G4:
[54] https://twitter.com/aubster321/status/1195174161401860097
[50] https://www.mobilize.us/yang2020/event/155549/
[17] https://twitter.com/johngramlich/status/1194997047088361474
[15] https://www.twitch.tv/theyangstream
[12] https://www.redbubble.com/people/hardermake/works/42224769-andrew-yang-not-left-not-right-forward
[12] http://youtu.be/7Ti9az7GrxA
[9] https://www.theincomer.com/2019/10/04/millions-are-registering-as-democrats-just-for-andrew-yang/amp/?__twitter_impression=true
[9] https://twitter.com/AndrewYang/status/1195089104947621913
[9] https://twitter.com/EmyDonavan/status/1195196765969907712
[9] https://twitter.com/paulkrugman/status/1195311498932998144

Top URLs in Tweet in G5:
[11] https://twitter.com/aubster321/status/1195174161401860097
[5] https://www.youtube.com/watch?v=qOeC3zWuxJY

[5] https://www.redbubble.com/people/hardermake/works/42224769-andrew-yang-not-left-not-right-forward
[4] https://www.youtube.com/watch?v=XAehF8ZdwIU&feature=youtu.be

[4] https://www.youtube.com/watch?v=KnhVpfQdi3g&feature=youtu.be

[3] https://www.twitch.tv/theyangstream
[3] https://www.youtube.com/watch?v=vD_ONqj1nq8&feature=youtu.be

[2] https://twitter.com/TrackerDebate/status/1193982199785279488
[2] https://www.youtube.com/watch?v=dkHLY5KJL1o&feature=youtu.be

[2] https://basicincometoday.com/marianne-williamson-outlines-plan-for-universal-basic-income-funded-by-wealth-taxes/5537?utm_source=basicincometoday.com&utm_medium=article&utm_campaign=es_b1

Top URLs in Tweet in G6:
[17] https://twitter.com/andrewyang/status/1195520687286308864
[13] https://twitter.com/AndrewYang/status/1195520687286308864
[11] https://gebb.io/
[4] https://www.businessinsider.com/andrew-yang-data-ownership-property-right-policy-2019-11
[3] https://twitter.com/AndrewYang/status/1195089104947621913
[3] https://twitter.com/andrewyang/status/1195211992585269249
[3] https://www.nytimes.com/2019/11/14/opinion/andrew-yang-jobs.html
[3] https://twitter.com/TylerSonnemaker/status/1195112736620892160
[2] https://www.businessinsider.com/andrew-yang-locking-down-more-supporters-non-frontrunners-2019-11
[2] https://twitter.com/aubster321/status/1195174161401860097

Top URLs in Tweet in G7:
[28] https://twitter.com/aubster321/status/1195174161401860097
[4] https://twitter.com/pjmccartney/status/1195353022093615104
[3] https://yinforyang.podbean.com/e/welcome-to-the-yin-for-yang-podcast/
[3] https://www.businessinsider.com/andrew-yang-locking-down-more-supporters-non-frontrunners-2019-11
[2] https://twitter.com/scott__santos/status/1195381968185151488
[2] https://www.mobilize.us/yang2020/event/155549/
[2] https://twitter.com/BuiceTweets/status/1195321557465411586
[2] https://twitter.com/StudentsYang/status/1195535681348653057
[2] https://thehill.com/opinion/campaign/470624-election-2020-why-im-watching-amy-and-andy
[2] https://twitter.com/digitstarry/status/1194825109988683776

Top URLs in Tweet in G8:
[1] https://www.nytimes.com/2019/11/15/us/politics/barack-obama-2020-dems.html
[1] https://twitter.com/akarl_smith/status/1194994664509726720
[1] https://twitter.com/andrewyang/status/1195089104947621913
[1] https://yangswagangels.com/

Top URLs in Tweet in G9:
[3] https://twitter.com/spaekman/status/1195471057764913154?s=19
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=ccdd6940-0880-11ea-8bcf-47b1cb690685&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMS0wMy90cnVtcC1vbi1jb3Vyc2UtdG8td2luLTIwMjAtcmUtZWxlY3Rpb24taWYtZWNvbm9taWMtbW9kZWxzLXJpZ2h0
[1] https://twitter.com/spaekman/status/1194798759286325250
[1] https://www.youtube.com/watch?v=07mBfR8erMY&feature=youtu.be

[1] https://twitter.com/HarryestKane/status/1192852229499301888
[1] https://www.bbc.com/sport/football/50369594
[1] https://twitter.com/spaekman/status/1195576923826601984?s=19

Top URLs in Tweet in G10:
[2] https://twitter.com/skyciel4/status/1195332881608052737
[1] https://twitter.com/felon_fred/status/1195663450992590848
[1] https://twitter.com/CrystalFleisc10/status/1195316617829388288
[1] https://www.redbubble.com/people/hardermake/works/42224769-andrew-yang-not-left-not-right-forward
[1] https://www.yang2020.com/policies/life-skills-education/

Top Domains
Top Domains in Tweet in Entire Graph:
[1986] twitter.com
[419] youtube.com
[151] mobilize.us
[95] actblue.com
[80] twitch.tv
[54] thehill.com
[48] yang2020.com
[40] theincomer.com
[38] businessinsider.com
[38] redbubble.com

Top Domains in Tweet in G1:
[189] twitter.com
[52] youtube.com
[11] mobilize.us
[10] yang2020.com
[8] twitch.tv
[5] theincomer.com
[4] thehill.com
[3] toastmasters.org
[3] pscp.tv
[3] actblue.com

Top Domains in Tweet in G2:
[747] twitter.com
[187] youtube.com
[54] mobilize.us
[49] twitch.tv
[37] thehill.com
[25] reddit.com
[21] gotweet.it
[21] engadget.com
[18] theincomer.com
[15] redbubble.com

Top Domains in Tweet in G3:
[380] twitter.com
[67] actblue.com
[51] youtube.com
[11] mobilize.us
[8] yang2020.com
[5] theincomer.com
[5] yang-vs-gang.com
[5] yanglinks.com
[5] scottsantens.com
[5] givedirect.io

Top Domains in Tweet in G4:
[332] twitter.com
[67] mobilize.us
[49] youtube.com
[16] twitch.tv
[16] actblue.com
[14] yangmemers.com
[12] redbubble.com
[12] youtu.be
[10] theincomer.com
[9] humanityfirstapp.com

Top Domains in Tweet in G5:
[69] twitter.com
[53] youtube.com
[20] overcast.fm
[6] yang2020.com
[5] redbubble.com
[4] mobilize.us
[4] instagram.com
[3] twitch.tv
[2] medium.com
[2] basicincometoday.com

Top Domains in Tweet in G6:
[129] twitter.com
[18] youtube.com
[11] gebb.io
[7] businessinsider.com
[4] instagram.com
[3] nytimes.com
[1] ebay.com
[1] actblue.com
[1] vox.com
[1] etsy.com

Top Domains in Tweet in G7:
[71] twitter.com
[4] youtube.com
[3] podbean.com
[3] thehill.com
[3] businessinsider.com
[2] google.com
[2] mobilize.us
[2] shorturl.at
[1] actblue.com
[1] vocal.media

Top Domains in Tweet in G8:
[2] twitter.com
[1] nytimes.com
[1] yangswagangels.com

Top Domains in Tweet in G9:
[6] twitter.com
[1] bloomberg.com
[1] youtube.com
[1] bbc.com

Top Domains in Tweet in G10:
[4] twitter.com
[1] redbubble.com
[1] yang2020.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12773] yanggang
[2037] yang2020
[849] yangthegoat
[625] math
[568] andrewyang
[465] humanityfirst
[443] freedomdividend
[374] womenforyang
[346] 7yangchallenge
[284] notleftnotrightforward



Top Hashtags in Tweet in G1:
[1447] yanggang
[263] yang2020
[81] yangthegoat
[66] humanityfirst
[62] math
[48] yanggang2020
[43] freedomdividend
[35] andrewyang
[26] ubi
[18] notleftnotrightforward

Top Hashtags in Tweet in G2:
[5419] yanggang
[733] yang2020
[366] yangthegoat
[295] math
[289] andrewyang
[284] womenforyang
[164] humanityfirst
[148] freedomdividend
[117] 7yangchallenge
[96] yangganglove

Top Hashtags in Tweet in G3:
[1958] yanggang
[310] yang2020
[137] yangthegoat
[100] math
[98] 7yangchallenge
[59] humanityfirst
[52] andrewyang
[47] freedomdividend
[39] yangmediashoutout
[36] teampete

Top Hashtags in Tweet in G4:
[2364] yanggang
[480] yang2020
[153] nativesforyang
[152] betonyang
[151] notleftnotrightforward
[149] yangthegoat
[118] andrewyang
[111] 7yangchallenge
[95] humanityfirst
[92] vivayangvegas

Top Hashtags in Tweet in G5:
[524] yanggang
[117] freedomdividend
[80] yang2020
[37] yangthegoat
[32] andrewyang
[22] math
[22] movingforwardpod
[21] ubi
[19] humanityfirst
[18] basicincome

Top Hashtags in Tweet in G6:
[303] yanggang
[57] yang2020
[22] humanityfirst
[16] yangthegoat
[15] andrewyang
[15] math
[14] yanggang2020
[9] freedomdividend
[9] ubi
[8] yangbeatstrump

Top Hashtags in Tweet in G7:
[379] yanggang
[50] yang2020
[44] yangthegoat
[25] fridayyanghaul
[25] womenforyang
[11] andrewyang
[10] humanityfirst
[9] 7yangchallenge
[7] 30mil4yang
[7] math

Top Hashtags in Tweet in G8:
[40] yanggang
[9] humanityfirst
[8] yang2020
[7] math
[5] ubi
[4] yangthegoat
[2] election2020
[2] biden2020
[2] theview
[1] bernie2020

Top Hashtags in Tweet in G9:
[12] yanggang
[11] math
[10] automation
[9] yang2020
[6] humanityfirst
[5] cashier
[4] ai
[2] machines
[2] robots
[2] unemployment

Top Hashtags in Tweet in G10:
[17] yanggang
[5] yang2020
[3] yangthegoat
[2] yangmediablackout
[1] math
[1] youtubeandrewyang

Top Words
Top Words in Tweet in Entire Graph:
[22143] Words in Sentiment List#1: Positive
[6547] Words in Sentiment List#2: Negative
[107] Words in Sentiment List#3: Angry/Violent
[496958] Non-categorized Words
[525649] Total Words
[18936] #yanggang
[7177] andrewyang
[3416] s
[3377] yang
[3264] #yang2020

Top Words in Tweet in G1:
[2100] #yanggang
[1378] andrewyang
[361] #yang2020
[350] s
[334] mindset
[303] yang
[285] need
[221] out
[215] more
[202] love

Top Words in Tweet in G2:
[8396] #yanggang
[3018] andrewyang
[1570] yang
[1461] s
[1347] #yang2020
[960] out
[881] more
[736] #yangthegoat
[725] time
[721] up

Top Words in Tweet in G3:
[2791] #yanggang
[954] andrewyang
[529] s
[490] yang
[463] #yang2020
[359] more
[306] m
[289] out
[279] t
[278] up

Top Words in Tweet in G4:
[3428] #yanggang
[1221] andrewyang
[718] #yang2020
[655] s
[624] yang
[357] more
[338] thank
[335] now
[333] being
[310] today

Top Words in Tweet in G5:
[925] #yanggang
[289] andrewyang
[265] s
[188] paying
[180] realm
[143] #yang2020
[134] t
[133] yang
[127] #freedomdividend
[125] scottsantens

Top Words in Tweet in G6:
[303] #yanggang
[58] yang
[57] #yang2020
[33] andrew
[26] s
[22] people
[22] #humanityfirst
[21] more
[17] out
[16] #yangthegoat

Top Words in Tweet in G7:
[520] #yanggang
[207] andrewyang
[107] yang
[80] #yang2020
[76] s
[68] friday
[68] women
[60] need
[58] #yangthegoat
[55] support

Top Words in Tweet in G8:
[63] #yanggang
[38] andrewyang
[22] #humanityfirst
[21] yang
[19] #yang2020
[16] #math
[14] warren
[13] someone
[11] bernie
[11] cenk

Top Words in Tweet in G9:
[21] #yanggang
[20] #math
[17] #yang2020
[15] #humanityfirst
[11] #automation
[9] jobs
[9] more
[8] #ai
[7] taking
[7] over

Top Words in Tweet in G10:
[27] #yanggang
[8] andrewyang
[7] lonelysophia
[6] #yang2020
[5] godzillo_
[5] kinds
[5] proposals
[5] talking
[5] everyone
[5] rting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1268] #yanggang,#yang2020
[1071] andrewyang,#yanggang
[917] andrew,yang
[765] #yang2020,#yanggang
[654] #yanggang,#yangthegoat
[478] don,t
[441] hey,#yanggang
[390] andrewyang,s
[354] support,andrewyang
[301] #yanggang,#notleftnotrightforward

Top Word Pairs in Tweet in G1:
[223] andrewyang,#yanggang
[174] agree,#yanggang
[169] andrewyang,need
[167] need,reverse
[167] reverse,mindset
[167] mindset,scarcity
[167] scarcity,mindset
[167] mindset,abundance
[167] abundance,retweet
[167] retweet,agree

Top Word Pairs in Tweet in G2:
[475] #yanggang,#yang2020
[395] andrew,yang
[384] andrewyang,#yanggang
[289] #yang2020,#yanggang
[274] #yanggang,#yangthegoat
[234] don,t
[212] hey,#yanggang
[155] #yangthegoat,#yang2020
[153] mitchellreports,maddow
[152] maddow,kwelkernbc

Top Word Pairs in Tweet in G3:
[209] #yanggang,#yang2020
[181] andrewyang,#yanggang
[145] andrew,yang
[110] #yanggang,#yangthegoat
[109] don,t
[93] members,#yanggang
[92] m,officially
[91] eve,ca_dem
[91] ca_dem,convention
[91] convention,andrewyang

Top Word Pairs in Tweet in G4:
[256] #yanggang,#yang2020
[234] #yang2020,#yanggang
[219] andrewyang,#yanggang
[173] briflys,nadinetruong
[171] shedding,light
[170] #yanggang,great
[170] great,meeting
[169] thank,briflys
[169] nadinetruong,being
[169] being,original

Top Word Pairs in Tweet in G5:
[97] opportunity,pursue
[91] isn,t
[90] #freedomdividend,isn
[90] t,paying
[90] paying,nothing
[90] nothing,s
[90] s,paying
[90] paying,anything
[90] anything,scottsantens
[90] scottsantens,think

Top Word Pairs in Tweet in G6:
[28] andrew,yang
[23] #yanggang,#yang2020
[16] #yang2020,#yanggang
[11] kmo,c
[11] c,realm
[11] realm,podcast
[11] podcast,outtamyhead
[11] outtamyhead,youtube
[11] youtube,writes
[11] writes,draws

Top Word Pairs in Tweet in G7:
[40] #yanggang,#yang2020
[40] andrew,yang
[35] #yanggang,#yangthegoat
[31] want,andrewyang
[29] friday,until
[27] #yanggang,andrewyang
[27] issues,#yanggang
[27] #yanggang,make
[26] friendly,reminder
[26] reminder,51

Top Word Pairs in Tweet in G8:
[14] #humanityfirst,#math
[13] #yanggang,#yang2020
[10] warren,bernie
[7] warning,nomination
[7] nomination,someone
[7] someone,warren
[7] bernie,policies
[7] policies,far
[7] far,left
[7] left,actually

Top Word Pairs in Tweet in G9:
[14] #yanggang,#yang2020
[9] #math,#yanggang
[8] #math,#humanityfirst
[8] #humanityfirst,#yanggang
[7] #automation,taking
[7] #humanityfirst,#math
[6] low,tech
[6] tech,#automation
[5] taking,over
[5] over,#cashier

Top Word Pairs in Tweet in G10:
[5] lonelysophia,godzillo_
[5] godzillo_,kinds
[5] kinds,proposals
[5] proposals,andrewyang
[5] andrewyang,talking
[5] talking,everyone
[5] everyone,rting
[5] rting,liking
[5] liking,tweet
[5] tweet,look

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

Top Replied-To in G1:
@andrewyang
@mrbeastyt
@zach_graumann
@paulkrugman
@kellylynnexo
@elonmusk
@zachandmattshow
@nytopinion
@tylersonnemaker
@realdonaldtrump

Top Replied-To in G2:
@andrewyang
@aubster321
@zachandmattshow
@paulkrugman
@hadahiiliyazhi
@biggiehallsx
@michaelforyang
@zach_graumann
@mrbeastyt
@kathrynacullen

Top Replied-To in G3:
@andrewyang
@aubster321
@paulkrugman
@nytopinion
@biggiehallsx
@cosmothewiz
@michaelsatoshi
@kellylynnexo
@malaynap
@zachandmattshow

Top Replied-To in G4:
@andrewyang
@exchangeseva
@paulkrugman
@taylorswift13
@jac4yang
@zach_graumann
@time
@michaelsatoshi
@hadahiiliyazhi
@nerdsforyang

Top Replied-To in G5:
@andrewyang
@scottsantens
@atlantayang
@charitydemay
@barringtonamy
@ingajj21
@realtimblack
@kellylynnexo
@kinsey_ka
@biggiehallsx

Top Replied-To in G7:
@andrewyang
@kinsey_ka
@amiralumbly
@bethanybearden3
@bretweinstein
@math_pac
@scott__santos
@biggiehallsx
@businessinsider
@willowryder

Top Replied-To in G8:
@andrewyang
@zachandmattshow
@pondtipeyahooc1
@kopf_kyle
@alanmyron
@wahwahsmith
@embrey_matthew
@warrenisafraud
@yangdividend
@nytopinion

Top Replied-To in G9:
@frronconi
@nkolakowski
@humanvsmachine
@falsewinger
@kayode_ani
@scott__santos
@spectatorindex

Top Replied-To in G10:
@lonelysophia
@andrewyang
@yang_ganghq
@thejohnzogby

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
@pagetkagy
@humanityforyang
@michaelsatoshi
@latinxforyang
@mrbeastyt
@marwilliamson

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

Top Mentioned in G3:
@andrewyang
@ca_dem
@ewarren
@paulkrugman
@scottsantens
@berniesanders
@nytimes
@zach_graumann
@michaelsatoshi
@fullfrontalsamb

Top Mentioned in G4:
@andrewyang
@briflys
@nadinetruong
@lisaling
@scottsantens
@zach_graumann
@petebuttigieg
@ca_dem
@prasunjmishra
@oraclestartup

Top Mentioned in G5:
@andrewyang
@scottsantens
@youtube
@thegreenparty
@fullfrontalsamb
@karenhunter
@hardermake
@humanityforyang
@kurotoshiro34
@austinyanggang

Top Mentioned in G7:
@andrewyang
@yinforyang2020
@marwilliamson
@scottsantens
@businessinsider
@brianberlin4
@womenforyang
@mitchellreports
@maddow
@kwelkernbc

Top Mentioned in G8:
@andrewyang
@howardfineman
@cenkuygur
@berniesanders
@llerer
@kayrosis
@realkaylajames
@peripolitics
@sydrasmith
@vegasyanggang

Top Mentioned in G9:
@tacobell
@andrewyang
@pypestream
@alvinfoo
@topcybernews
@chboursin
@mvollmer1
@julez_norton
@joannmoretti
@nevillegaunt

Top Mentioned in G10:
@andrewyang
@godzillo_
@zach_graumann
@pagetkagy
@yang_ganghq
@scottsantens
@erickmsanchez
@datachef4h
@saulestevez86
@danxiayu

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@tacobell
@sudeepkhatri
@thehill
@madanabhat
@dgendvil
@businessinsider
@vampirediary55
@reuters
@narutoj3

Top Tweeters in G1:
@vampirediary55
@narutoj3
@waterflowerm
@claimcompanies
@3pennymovies
@magicmark9
@noahpinion
@cipherequality
@apwriter
@_nickmartinez__

Top Tweeters in G2:
@dgendvil
@dcexaminer
@garden4u_wa
@newsweek
@theotherrosie
@gokuraku4649
@engadget
@sesshabatto
@bpolitics
@donniewahlberg

Top Tweeters in G3:
@gift2usa
@nytimes
@suepersists
@ktvu
@daveweigel
@theinquisitr
@foxla
@dianavalerie
@nytopinion
@thesoccerdcn

Top Tweeters in G4:
@thehill
@madanabhat
@time
@cnn
@seattletimes
@paladinette
@verge
@keo_billy
@tony_porras2050
@janeannej

Top Tweeters in G5:
@sudeepkhatri
@foxnews
@abc7newsbayarea
@wmur9
@kcookie818
@sugarcubedog
@abc
@nancyneff2
@abc7
@msnbc

Top Tweeters in G6:
@mimitexasangel
@trumpathon
@thatalexyarde
@fanfare100
@rickybobby_usa
@victorlicata1
@natedjay
@christoferguson
@esanzi
@mainefinfan

Top Tweeters in G7:
@businessinsider
@jcoralpark
@nytnational
@garyvee
@nytpolitics
@missy_12080
@veronicaaddlem1
@internationalea
@ver1tasaequ1tas
@vanjones68

Top Tweeters in G8:
@realkaylajames
@jarrodlamar
@sydrasmith
@zombie1113
@peripolitics
@cvom3
@howardfineman
@alanmyron
@riovegas
@wahwahsmith

Top Tweeters in G9:
@arkangelscrap
@tacobell
@topcybernews
@nevillegaunt
@mvollmer1
@fabriziobustama
@chboursin
@alvinfoo
@spectatorindex
@nkolakowski

Top Tweeters in G10:
@burbank_isaac
@sheridigi
@illuzion4u
@xenancy1
@thejohnzogby
@mimihpu123
@steeleoberdan
@kodiaksauer
@yang_ganghq
@danxiayu