#StopAsianHate, Twitter, 3/5/2023 12:50:32 AM, 290238


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#StopAsianHate_2023-03-04_16-38-25.xlsx
#StopAsianHate_2023-03-04_16-38-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2023
Short Description:
#StopAsianHate via NodeXL PERMANENTLY_REMOVED
@firstthemnews
@asiandawn4
@kangminjlee
@activeasian
@kane007
@echewy
@antiwhitewatch1
@acrwatchdog
@sheriffclarke
@stopaapihate

Top hashtags:
#stopasianhate
#metoo
#asianlivesmatter
#stopaapihate
#racism

Description:
Description
The graph represents a network of 5,025 Twitter users whose recent tweets contained "#StopAsianHate", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 00:43 UTC.

The tweets in the network were tweeted over the 1000-day, 22-hour, 52-minute period from Saturday, 06 June 2020 at 02:01 UTC to Saturday, 04 March 2023 at 00:54 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5025
Unique Edges : 2299
Edges With Duplicates : 9476
Total Edges : 11775
Number of Edge Types : 9
Retweet : 3396
MentionsInRetweet : 4061
Replies to : 889
MentionsInReplyTo : 1519
Tweet : 896
Quote : 417
Mentions : 339
MentionsInQuote : 182
MentionsInQuoteReply : 76
Self-Loops : 1080
Reciprocated Vertex Pair Ratio : 0.0161033445407892
Reciprocated Edge Ratio : 0.0316962730755834
Connected Components : 553
Single-Vertex Connected Components : 173
Maximum Vertices in a Connected Component : 3306
Maximum Edges in a Connected Component : 8561
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.753137
Graph Density : 0.000227445574674399
Modularity : 0.479112
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,025 Twitter users whose recent tweets contained "#StopAsianHate", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 00:43 UTC.

The tweets in the network were tweeted over the 1000-day, 22-hour, 52-minute period from Saturday, 06 June 2020 at 02:01 UTC to Saturday, 04 March 2023 at 00:54 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #StopAsianHate
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:
[71] http://respond2racism.com/
[46] https://twitter.com/BTS_twt/status/1376712834269159425/photo/1
[27] https://twitter.com/FightHaven/status/1627156019376947202
[20] https://twitter.com/activeasian/status/1626330262094372864
[20] https://twitter.com/sandibachom/status/1630661520794198039/photo/1
[14] https://stopaapihate.org
[13] https://twitter.com/MrAndyNgo/status/1628857337623478273
[11] https://www.twitch.tv/verias
[10] https://www.harpercollins.com/products/you-are-here-connecting-flights-ellen-oh?variant=40515010658338
[9] https://twitter.com/ClownWorld_/status/1629323032320946176/video/1

Top URLs in Tweet in G1:
[8] https://twitter.com/AJStein/status/1628583769371250698/photo/1
[7] https://twitter.com/FirstThemNEWS/status/1627908306508611585
[4] https://twitter.com/FirstThemNEWS/status/1626751984341757952
[3] https://jewishjournal.com/news/356335/pico-shooting-suspect-has-a-history-of-antisemitism-according-to-federal-complaint/
[3] https://twitter.com/choerry_garcia/status/1631112514921537538/photo/1
[2] https://twitter.com/FirstThemNEWS/status/1625962819509452800/photo/1
[2] https://twitter.com/AJStein/status/1626806644918128643/photo/1
[2] https://twitter.com/Alphafox78/status/1629566714865229825
[2] https://twitter.com/BGRbckuppage/status/1629938227220996099/photo/1
[2] https://twitter.com/FirstThemNEWS/status/1627037740138397697

Top URLs in Tweet in G2:
[3] https://twitter.com/kangminjlee/status/1626334928064462848
[1] https://twitter.com/DickHammer48/status/1625673976050749443/video/1

Top URLs in Tweet in G3:
[44] https://twitter.com/BTS_twt/status/1376712834269159425/photo/1
[4] https://twitter.com/BryanHa1/status/1524406773435682816/photo/1
[4] https://twitter.com/RiseAAPI/status/1631328333911695369/photo/1
[4] https://twitter.com/saenzmom/status/1631336306541223936/photo/1
[4] https://twitter.com/saenzmom/status/1631357232074899456/photo/1
[3] https://twitter.com/CAPAC/status/1628905159693844481
[2] https://twitter.com/Michael78794333/status/1626635676279091200
[2] https://twitter.com/usagroupmusic/status/1629615276894429192/photo/1
[2] https://twitter.com/activeasian/status/1626330262094372864
[2] https://twitter.com/SAGawards/status/1630050992451624963/video/1

Top URLs in Tweet in G4:
[3] https://twitter.com/echewy/status/1627491759168323584
[1] https://twitter.com/echewy/status/1627491759168323584/video/1
[1] https://twitter.com/MichelleLiTV/status/1628381759191539713

Top URLs in Tweet in G5:
[9] https://twitter.com/ClownWorld_/status/1629323032320946176/video/1
[1] https://twitter.com/AntiWhiteWatch1/status/1625070267017093120/video/1
[1] https://twitter.com/AntiWhiteWatch1/status/1627177859428265984/video/1
[1] https://twitter.com/AntiWhiteWatch1/status/1615589400330792960/video/1
[1] https://twitter.com/activeasian/status/1626330262094372864
[1] https://twitter.com/AntiWhiteWatch1/status/1623914148710219777/video/1
[1] https://twitter.com/AntiWhiteWatch1/status/1627318017943281664/video/1
[1] https://twitter.com/AntiWhiteWatch1/status/1623645795085070337/video/1
[1] https://twitter.com/AntiWhiteWatch1/status/1623626135027462144
[1] https://twitter.com/Texas_Made956/status/1629617026422435841/video/1

Top URLs in Tweet in G6:
[15] https://twitter.com/activeasian/status/1626330262094372864
[4] https://twitter.com/activeasian/status/1631707103084814336
[4] https://twitter.com/CoachellaBestie/status/1628928207369166850/photo/1
[4] https://twitter.com/chappedallday/status/1630971883448303638/photo/1
[3] https://twitter.com/ForgiatoBlow47/status/1626731021730283523
[3] https://twitter.com/ConceptualJames/status/1629917083914973185/photo/1
[3] https://twitter.com/DeanPreston/status/1626619052058902529/photo/1
[2] https://twitter.com/activeasian/status/1631707103084814336/photo/1
[2] https://twitter.com/DickHammer48/status/1625673976050749443/video/1
[2] https://twitter.com/Black_Xelence/status/1631726188757491714/photo/1

Top URLs in Tweet in G7:
[1] https://twitter.com/activeasian/status/1628906485983092737
[1] https://twitter.com/activeasian/status/1626330262094372864
[1] https://twitter.com/AsianDawn4/status/1628929758292754437
[1] https://twitter.com/SheriffClarke/status/1627077833037332480
[1] https://twitter.com/Tr00peRR/status/1628950543665176576
[1] https://twitter.com/SheriffClarke/status/1628958095673106434
[1] https://twitter.com/AsianDawn4/status/1628957714629165056
[1] https://twitter.com/Tr00peRR/status/1630783097825288194/video/1
[1] https://twitter.com/Tr00peRR/status/1628950543665176576/video/1

Top URLs in Tweet in G8:
[24] https://twitter.com/FightHaven/status/1627156019376947202
[5] https://www.reviewjournal.com/opinion/opinion-columns/victor-joecks/victor-joecks-biden-administration-supports-systemic-racism-against-asian-students-2496852/
[4] https://twitter.com/AsianDawn4/status/1627002077393338368
[4] https://twitter.com/AsianDawn4/status/1628835585346400259
[3] https://twitter.com/AsianDawn4/status/1628929758292754437
[3] https://twitter.com/elonmusk/status/1629764614870167552
[2] https://twitter.com/FightHaven/status/1630810101379485698/video/1
[2] https://twitter.com/AsianDawn4/status/1628957714629165056
[2] https://twitter.com/OliverOrcbucks/status/1631382502836150287/photo/1
[2] https://twitter.com/fighthaven/status/1630810101379485698

Top URLs in Tweet in G9:
[7] https://www.instagram.com/reel/CpOIVz6u5Vr/
[6] https://worldpeacetradingcompany.com/
[4] https://twitter.com/julia_doughty/status/1627769454451990528/photo/1
[2] https://phys.org/news/2023-03-stopasianhate-overlooked-aspect.html
[2] https://twitter.com/ClownWorld_/status/1629323032320946176
[2] https://twitter.com/AsianDawn4/status/1628957714629165056
[2] https://amazon.com/dp/B0BTB85LRK
[2] https://twitter.com/arandasoc3/status/1631155598334246912/photo/1
[2] https://twitter.com/Ivy_Elizabeth98/status/1629148842250706945/photo/1
[2] https://twitter.com/worldpeacesf/status/1628646290681909248/photo/1

Top URLs in Tweet in G10:
[20] https://twitter.com/sandibachom/status/1630661520794198039/photo/1
[3] https://twitter.com/Victorshi2020/status/1627870333465423872
[1] https://www.nbcnews.com/politics/congress/rep-judy-chu-hits-back-texas-republican-racist-remarks-questioning-loy-rcna72096
[1] https://twitter.com/Joey_Walsh/status/1624821596501299201
[1] https://twitter.com/amuse/status/1626458684749381632
[1] https://twitter.com/Tr00peRR/status/1631007209071992834/video/1
[1] https://twitter.com/DickHammer48/status/1625673976050749443/video/1
[1] https://twitter.com/sandibachom/status/1630661520794198039
[1] https://twitter.com/Victorshi2020/status/1629224431188049920
[1] https://twitter.com/amuse/status/1631166686035341313

Top Domains
Top Domains in Tweet in Entire Graph:
[1553] twitter.com
[71] respond2racism.com
[31] youtube.com
[20] twitch.tv
[17] tiktok.com
[15] stopaapihate.org
[14] instagram.com
[14] nbcnews.com
[12] trib.al
[10] harpercollins.com

Top Domains in Tweet in G1:
[101] twitter.com
[4] jewishjournal.com
[1] cnn.com
[1] wfsb.com
[1] yahoo.com
[1] wlky.com
[1] local10.com
[1] fox26houston.com
[1] cw39.com
[1] abc13.com

Top Domains in Tweet in G2:
[4] twitter.com

Top Domains in Tweet in G3:
[143] twitter.com
[10] trib.al
[5] nbcnews.com
[3] gofundme.com
[2] co.uk
[2] blogto.com
[2] ajsocal.org
[2] tiktok.com
[1] comicsands.com
[1] youtube.com

Top Domains in Tweet in G4:
[5] twitter.com

Top Domains in Tweet in G5:
[22] twitter.com

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

Top Domains in Tweet in G7:
[9] twitter.com

Top Domains in Tweet in G8:
[96] twitter.com
[5] reviewjournal.com
[2] go.com
[1] rivercitypost.org
[1] asian-dawn.com
[1] whitehouse.gov

Top Domains in Tweet in G9:
[89] twitter.com
[10] tiktok.com
[8] instagram.com
[6] youtube.com
[6] worldpeacetradingcompany.com
[3] phys.org
[3] cnn.com
[2] amazon.com
[2] bandcamp.com
[1] moosend.com

Top Domains in Tweet in G10:
[32] twitter.com
[1] nbcnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2696] stopasianhate
[459] metoo
[458] asianlivesmatter
[373] stopaapihate
[244] racism
[237] asiancrimereport
[233] domesticviolence
[233] domesticabuse
[216] australia
[216] blackonwhiteviolence



Top Hashtags in Tweet in G1:
[435] asianlivesmatter
[416] metoo
[304] stopasianhate
[233] asiancrimereport
[223] domesticviolence
[223] domesticabuse
[110] stopaapihate
[71] modelminority
[19] firstthem
[12] asiangirls

Top Hashtags in Tweet in G2:
[10] stopasianhate
[2] asianfightback
[1] metoo
[1] asianlivesmatter
[1] asiancrimereport

Top Hashtags in Tweet in G3:
[155] stopasianhate
[35] stopaapihate
[31] sb147
[13] asianhate
[13] hateagainstasians
[11] txlege
[10] aapi
[8] targetedindividuals
[5] gangstalking
[5] assange

Top Hashtags in Tweet in G4:
[211] racism
[211] australia
[4] stopasianhate
[2] auspol
[1] australian

Top Hashtags in Tweet in G5:
[213] blackonwhiteviolence
[213] blackonasianviolence
[20] stopasianhate
[4] antiwhite
[2] usa
[2] sanfrancisco
[2] stopaapihate
[1] ethniceuropean
[1] blm
[1] wlm

Top Hashtags in Tweet in G6:
[88] stopasianhate
[7] firstthem
[6] metoo
[6] asianlivesmatter
[5] domesticviolence
[5] domesticabuse
[5] blacklivesmatter
[4] stopblackviolence
[2] scottadamswasright
[2] stopaapihate

Top Hashtags in Tweet in G7:
[16] stopasianhate
[7] blackprivilege
[6] savages
[1] stopblackracism
[1] stopaapihate
[1] chicago
[1] florida
[1] blm
[1] asianlivesmatter

Top Hashtags in Tweet in G8:
[149] stopasianhate
[3] blm
[3] covid19
[2] blackhistorymonth
[2] blacklivesmatter
[2] passportbros
[2] blackgirl
[2] blackonasiancrime
[2] whiteguilt
[2] whites

Top Hashtags in Tweet in G9:
[244] stopasianhate
[22] blacklivesmatter
[16] stopasianhatecrimes
[14] love
[10] blm
[9] racism
[8] woke
[8] metoo
[7] stopblackhate
[7] tiktok

Top Hashtags in Tweet in G10:
[100] stopasianhate
[18] stopthehatenow
[18] stopaapihate
[1] silenceiscomplicit

Top Words
Top Words in Tweet in Entire Graph:
[2694] #stopasianhate
[2683] asian
[1097] asians
[701] firstthemnews
[637] against
[578] american
[559] stop
[526] community
[500] woman
[496] today

Top Words in Tweet in G1:
[1225] asian
[683] firstthemnews
[443] stop
[435] #asianlivesmatter
[416] #metoo
[382] women
[375] crime
[375] protect
[304] #stopasianhate
[233] #asiancrimereport

Top Words in Tweet in G2:
[384] kangminjlee
[384] asian
[382] cities
[382] asians
[381] happen
[381] community
[381] silence
[381] today
[381] defeating
[381] incidents

Top Words in Tweet in G3:
[155] #stopasianhate
[48] against
[42] asian
[35] #stopaapihate
[35] rep
[31] racist
[31] #sb147
[30] repjudychu
[27] aapi
[26] supremacy

Top Words in Tweet in G4:
[214] asian
[212] woman
[211] top
[211] #australia
[211] racist
[211] coffee
[211] club
[211] tw
[211] asians
[211] against

Top Words in Tweet in G5:
[215] antiwhitewatch1
[213] #blackonwhiteviolence
[213] #blackonasianviolence
[198] epidemic
[172] texas_made956
[171] hardly
[171] isolated
[171] incident
[26] solidarity
[26] communities

Top Words in Tweet in G6:
[175] asian
[137] activeasian
[88] #stopasianhate
[79] thugs
[78] francisco
[78] victim
[78] young
[78] san
[77] two
[76] car

Top Words in Tweet in G7:
[211] asians
[210] more
[210] sheriffclarke
[209] people
[208] highest
[208] blacks
[208] against
[208] those
[208] rate
[208] race

Top Words in Tweet in G8:
[149] #stopasianhate
[46] fighthaven
[40] asian
[33] racist
[33] asians
[29] asiandawn4
[25] people
[21] crime
[21] black
[19] white

Top Words in Tweet in G9:
[243] #stopasianhate
[82] asians
[75] asian
[48] white
[43] american
[40] today
[38] community
[36] regularly
[36] stick
[36] defeating

Top Words in Tweet in G10:
[100] #stopasianhate
[46] another
[25] republican
[25] asian
[24] face
[24] american
[24] look
[23] victorshi2020
[23] attacking
[23] oh

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[524] asian,american
[443] against,asians
[440] asian,women
[426] regularly,asians
[426] cities,today
[425] asians,cities
[425] happen,regularly
[424] american,community
[424] defeating,silence
[423] incidents,happen

Top Word Pairs in Tweet in G1:
[408] #metoo,#asianlivesmatter
[375] asian,women
[371] protect,asian
[371] asian,crime
[365] women,stop
[364] firstthemnews,protect
[234] asian,asian
[225] stop,asian
[223] #domesticviolence,#domesticabuse
[220] #asiancrimereport,#stopasianhate

Top Word Pairs in Tweet in G2:
[381] happen,regularly
[381] asian,american
[381] regularly,asians
[381] cities,today
[381] incidents,happen
[381] community,incidents
[381] silence,asian
[381] asians,cities
[381] defeating,silence
[381] american,community

Top Word Pairs in Tweet in G3:
[31] #stopasianhate,#stopaapihate
[22] bts_twt,#stopasianhate
[19] lance,gooden
[19] rep,lance
[16] anti,asian
[14] cia,military
[13] #hateagainstasians,#stopasianhate
[13] hey,#asianhate
[13] white,supremacy
[13] supremacy,woke

Top Word Pairs in Tweet in G4:
[211] #australia,happened
[211] asians,#australia
[211] tw,#racism
[211] happened,coffee
[211] top,ryde
[211] racist,white
[211] ryde,racist
[211] coffee,club
[211] club,top
[211] white,woman

Top Word Pairs in Tweet in G5:
[212] #blackonwhiteviolence,#blackonasianviolence
[195] #blackonasianviolence,epidemic
[171] hardly,isolated
[171] texas_made956,hardly
[171] incident,#blackonwhiteviolence
[171] isolated,incident
[170] antiwhitewatch1,texas_made956
[24] affecting,communities
[24] epidemic,affecting
[24] need,solidarity

Top Word Pairs in Tweet in G6:
[78] san,francisco
[76] young,asian
[75] armed,thugs
[75] two,armed
[74] carjacked,victim
[74] sitting,car
[74] asian,lady
[74] car,san
[74] guns,young
[74] pointed,guns

Top Word Pairs in Tweet in G7:
[208] blacks,highest
[208] those,people
[208] leave,those
[208] asians,more
[208] alone,dammit
[208] race,leave
[208] people,alone
[208] rate,crimes
[208] against,asians
[208] highest,rate

Top Word Pairs in Tweet in G8:
[23] fighthaven,#stopasianhate
[11] black,asian
[11] sad,#stopasianhate
[10] rights,groups
[10] replaced,east
[10] hate,crime
[10] #stopasianhate,inconvenient
[10] elonmusk,monitoringbias
[10] crime,happens
[10] urban,hellholes

Top Word Pairs in Tweet in G9:
[39] asian,american
[35] stick,each
[35] regularly,asians
[35] cities,today
[35] dignity,#stopasianhate
[35] asians,stick
[35] white,asians
[34] aren,white
[34] asians,cities
[34] happen,regularly

Top Word Pairs in Tweet in G10:
[23] face,#stopasianhate
[23] shocked,face
[23] asian,american
[23] oh,look
[23] american,shocked
[23] republican,attacking
[23] another,day
[23] another,republican
[23] attacking,asian
[23] look,another

Top Replied-To
Top Replied-To in Entire Graph:
@fighthaven
@mrandyngo
@asiandawn4
@activeasian
@mary_ng
@chuckcallesto
@clownworld_
@stillgray
@michaelchanyr
@hodgetwins

Top Replied-To in G1:
@firstthemnews
@bromane5thflo
@theybannedme4
@keysertomassi
@oefvetted
@donny2point0
@yodeputy
@asiandawn4
@nikkithagodb1
@breitbartnews

Top Replied-To in G2:
@kangminjlee
@asiandawn4
@dougfantastic
@7news

Top Replied-To in G3:
@cnn
@nytimes
@its_the_dr
@beachblond52
@royhighschool
@loridesq
@brunoschoochoo
@cdcgov
@ajamubaraka
@georgetakei

Top Replied-To in G4:
@bethanyincbr

Top Replied-To in G5:
@ninaturner
@texas_made956
@asiandawn4
@lordpandawaffle
@dickens1298
@theview

Top Replied-To in G6:
@activeasian
@thequartering
@coloradosearch1
@scottadamssays
@forgiatoblow47
@nickcho
@doncamp7
@deanpreston
@texas_made956
@shiloh_pac

Top Replied-To in G7:
@asiandawn4
@sheriffclarke
@tr00perr
@activeasian

Top Replied-To in G8:
@fighthaven
@stillgray
@elonmusk
@asiandawn4
@monitoringbias
@cckuntz
@southlandpost
@wil_da_beast630
@jeffyoungertx
@antiwhitewatch1

Top Replied-To in G9:

Top Replied-To in G10:
@amuse
@victorshi2020
@sandibachom
@alohasarcasm
@williamjwyckoff

Top Mentioned
Top Mentioned in Entire Graph:
@firstthemnews
@kangminjlee
@antiwhitewatch1
@echewy
@sheriffclarke
@texas_made956
@activeasian
@minghatessws
@erule_1204
@nikkithagodb1

Top Mentioned in G1:
@firstthemnews
@minghatessws
@nikkithagodb1
@ap_politics
@foxnews
@cnnpolitics
@abc
@cbspolitics
@jazzyonland
@ajstein

Top Mentioned in G2:
@kangminjlee
@firstthemnews

Top Mentioned in G3:
@repjudychu
@bts_twt
@lancegooden
@saenzmom
@aapivictoryfund
@stoked_on_earth
@stopaapihate
@cnn
@petert930
@elyssak

Top Mentioned in G4:
@echewy
@biffynznewbie

Top Mentioned in G5:
@antiwhitewatch1
@texas_made956
@ninaturner
@pony_official
@activeasian
@natcon2022
@asiandawn4
@stopaapihate
@dickens1298
@sheriffclarke

Top Mentioned in G6:
@activeasian
@scottadamssays
@thequartering
@greenstream11
@shiloh_pac
@firstthemnews
@kangminjlee
@hunterw
@doozymcfloozy

Top Mentioned in G7:
@sheriffclarke
@asiandawn4
@newsmax
@frankdeadly
@kangminjlee
@antiwhitewatch1
@stopaapihate
@activeasian

Top Mentioned in G8:
@asiandawn4
@monitoringbias
@fighthaven
@kangminjlee
@antiwhitewatch1
@stopaapihate
@marquesangus
@elonmusk
@stillgray
@acrwatchdog

Top Mentioned in G9:
@renellglover
@nalawu
@julia_doughty
@hoodnewsusa
@seminary2018

Top Mentioned in G10:
@kurtbardella
@victorshi2020
@vincedaomedia
@sandibachom
@sheeda418
@po_murray
@kimedwards151
@nocrackeratall
@alohasarcasm
@katiephang

Top Tweeters
Top Tweeters in Entire Graph:
@abema
@teamyoutube
@blazedrts
@wwwanpaus
@united
@billm9
@eahelp
@ligayaloyola
@themseries1
@rtsmallstreams

Top Tweeters in G1:
@s_total_s2
@slimjim2123
@abc
@tmz
@sirdemby
@fuller_derek
@youngcongo
@354phantom
@ibc_yoh
@bxgp228

Top Tweeters in G2:
@billm9
@seejaycuervo
@7news
@noticiassb1
@rolamister
@js_resistencia
@filhopaulo2012
@diedjustnow365
@drzoegrey
@sparklingwolf

Top Tweeters in G3:
@ligayaloyola
@rhiles2760
@kak089
@phendricks71
@foxnews
@nytimes
@latimes
@washingtonpost
@people
@thedailybeast

Top Tweeters in G4:
@msmwatchdog2013
@memeburk
@fedupofpollys
@thebigship
@ern_malleyscrub
@danielocl
@northway_debbie
@msronnyb
@richforrest2
@heb2205

Top Tweeters in G5:
@gaypatriot
@carolyncolson
@capttere
@jimjimzen
@freddy6518227
@felizfeliz
@beadoz
@deplorablealex
@jrosejunior1975
@patykayks

Top Tweeters in G6:
@bakersonpeekay
@unicornfantasy5
@zenjk0
@mariamcbean
@ia_vets
@accordingtogc
@mexico1978r
@homestead28
@joyannreid
@jmanorriot

Top Tweeters in G7:
@betseyross
@heybooboo16
@gregory186787
@m_sharla
@trumpfl
@churchsecurityi
@frankdeadly
@bamareb56
@velvethammer
@luvabioticfuel

Top Tweeters in G8:
@cnbc
@stillgray
@wineaintsweeter
@bullriders1
@troyrubert
@north2north
@daboom66
@jsztke
@1beaux
@thomasdiscerns

Top Tweeters in G9:
@yshdykhr
@renellglover
@prison_health
@kitchen5203
@usg_ringo
@pauladuvall2
@julia_doughty
@mfly1971
@mr_chuckie16
@apexparasight

Top Tweeters in G10:
@joanisparkles
@straitarrow10
@irishguy1984
@mrtachilles
@ronilj261
@surfcityphoto
@sheeda418
@karendevine84
@sensei415
@lindhays


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