#StopAsianHate, Twitter, 3/18/2023 11:51:15 PM, 291532


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#StopAsianHate_2023-03-18_16-38-25.xlsx
#StopAsianHate_2023-03-18_16-38-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 18, 2023
Short Description:
#StopAsianHate via NodeXL https://bit.ly/42ob4ez
@activeasian
@firstthemnews
@sheriffclarke
@potus
@setochungster
@speakerpelosi
@cefaankim
@misterpandaboom
@futuristjuche
@senatorwarnock

Top hashtags:
#stopasianhate
#stopaapihate
#stopasianhatecrimes
#aapi

Description:
Description
The graph represents a network of 4,709 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 23:44 UTC.

The tweets in the network were tweeted over the 2740-day, 5-hour, 42-minute period from Tuesday, 15 September 2015 at 18:18 UTC to Saturday, 18 March 2023 at 00:00 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 : 4709
Unique Edges : 2274
Edges With Duplicates : 9353
Total Edges : 11627
Number of Edge Types : 9
Tweet : 803
Retweet : 3577
MentionsInRetweet : 4391
Replies to : 733
MentionsInReplyTo : 1369
Mentions : 292
Quote : 312
MentionsInQuote : 128
MentionsInQuoteReply : 22
Self-Loops : 1002
Reciprocated Vertex Pair Ratio : 0.017725258493353
Reciprocated Edge Ratio : 0.034833091436865
Connected Components : 586
Single-Vertex Connected Components : 225
Maximum Vertices in a Connected Component : 3089
Maximum Edges in a Connected Component : 8157
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.71194
Graph Density : 0.000248624581032398
Modularity : 0.467216
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,709 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 23:44 UTC.

The tweets in the network were tweeted over the 2740-day, 5-hour, 42-minute period from Tuesday, 15 September 2015 at 18:18 UTC to Saturday, 18 March 2023 at 00:00 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:
[122] https://twitter.com/dwannb/status/1636592386515304448/photo/1
[54] http://respond2racism.com/
[52] https://twitter.com/BTS_twt/status/1376712834269159425/photo/1
[41] https://twitter.com/IronWolve/status/1635517780979224580/photo/1
[33] https://news.yahoo.com/houston-woman-left-unable-walk-171448057.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[20] https://twitter.com/JebraFaushay/status/1633481361574051841/photo/1
[14] http://www.imagentv.com/en-vivo
[13] https://amp.theguardian.com/world/2023/feb/21/japan-poised-to-raise-age-of-consent-from-13-in-overhaul-of-sexual-offence-laws
[12] https://twitter.com/MrAndyNgo/status/1633990878325776384
[10] https://twitter.com/activeasian/status/1634972348620378112

Top URLs in Tweet in G1:
[121] https://twitter.com/dwannb/status/1636592386515304448/photo/1
[13] https://amp.theguardian.com/world/2023/feb/21/japan-poised-to-raise-age-of-consent-from-13-in-overhaul-of-sexual-offence-laws
[4] https://twitter.com/MikeBaggz/status/1636341456041308160
[4] https://twitter.com/Luvmyppl11/status/1635287251348525057/photo/1
[3] https://twitter.com/FirstThemNEWS/status/1634854591576834048/photo/1
[3] https://twitter.com/FirstThemNEWS/status/1635574649877835782/photo/1
[3] https://www.10news.com/news/local-news/south-bay-news/national-city-teacher-arrested-for-alleged-inappropriate-relationship-with-former-student
[2] https://www.wafb.com/2019/11/08/multiple-arrests-made-lake-charles-prostitution-sting/
[2] https://www.wthr.com/amp/article/news/crime/impd-irvington-prostitution-arrest/531-1516431f-1d7a-4944-a157-90dc8fd7e4c6
[2] https://twitter.com/MikeBaggz/status/1636168031251431424

Top URLs in Tweet in G2:
[1] https://twitter.com/activeasian/status/1628906485983092737
[1] https://twitter.com/activeasian/status/1632872464735932417
[1] https://twitter.com/activeasian/status/1634972348620378112
[1] https://twitter.com/activeasian/status/1635675633433837569
[1] https://twitter.com/asiandawn4/status/1635515434278727680
[1] https://twitter.com/NatCon2022/status/1628434495366959108/video/1

Top URLs in Tweet in G3:
[3] https://twitter.com/SpeakerPelosi/status/1636401916350480384

Top URLs in Tweet in G4:
[4] https://twitter.com/AAAJ_Atlanta/status/1372366654076715008/photo/1
[4] https://twitter.com/gussyupper/status/1632773124898066432/photo/1
[3] https://anti-asianviolenceresources.carrd.co/
[2] https://www.shorturl.at/lpJLS
[1] https://twitter.com/capac/status/1636418622640865299
[1] https://twitter.com/MomsDemand/status/1636366935033102337/photo/1
[1] https://www.washingtonpost.com/national-security/2023/03/13/hate-crimes-united-states/
[1] https://twitter.com/APIAVote/status/1636376774966738945/photo/1
[1] https://twitter.com/nicolesjchung/status/1504487895876321296
[1] https://www.advancingjustice-atlanta.org/letters/2yrmarch16

Top URLs in Tweet in G5:
[5] https://twitter.com/CeFaanKim/status/1633174908443193344
[4] https://twitter.com/NYCImmigrants/status/1636107226472493056/photo/1
[4] https://twitter.com/CurtisSChin/status/1636460780609748992/photo/1
[4] https://www.eventbrite.com/e/always-with-us-asian-americans-rise-against-violence-new-york-city-tickets-580910497937
[4] https://www.asianjusticemovement.org/
[4] https://twitter.com/StandwithAAs/status/1636306441265872901/photo/1
[4] https://twitter.com/AAFederation/status/1634654137420771329/photo/1
[4] https://twitter.com/aaaricuny/status/1635791773426491392/photo/1
[3] https://twitter.com/AllVultures/status/1635462746568560641/photo/1
[3] https://twitter.com/RepGraceMeng/status/1634556879207628800/photo/1

Top URLs in Tweet in G6:
[6] https://www.instagram.com/reel/CpiFPAALjTb/
[4] https://twitter.com/bilalmahmood/status/1636556612608622592/photo/1
[4] https://twitter.com/JackFrancisEP/status/1635926557431828482/photo/1
[3] https://twitter.com/CASLmedia/status/1636110312448618501/photo/1
[3] https://www.youtube.com/watch?v=Vmk9IWxyBX8

[3] https://twitter.com/1990Institute/status/1636458612968005633/photo/1
[2] https://www.youtube.com/watch?v=uU9XBKO45M4

[2] https://twitter.com/PhotoZorn_FOX5/status/1636376094420131842/photo/1
[2] https://www.youtube.com/watch?v=EFtchDlfkRI

[2] https://twitter.com/BlkPower614/status/1636475119999631362/photo/1

Top URLs in Tweet in G7:
[10] https://twitter.com/MrAndyNgo/status/1633990878325776384
[8] https://twitter.com/activeasian/status/1634972348620378112
[7] https://twitter.com/AsianDawn4/status/1634802629732884480
[6] https://twitter.com/MrAndyNgo/status/1635005090108174341
[5] https://twitter.com/ycinnewyork/status/1632952440650620928
[4] https://twitter.com/MrAndyNgo/status/1633990878325776384/video/1
[4] https://twitter.com/tonoslayer98/status/1635846564517392384/photo/1
[4] https://twitter.com/tonoslayer98/status/1635669785672572928/photo/1
[3] https://twitter.com/AsianDawn4/status/1635515434278727680
[2] https://twitter.com/AsianDawn4/status/1634802629732884480/video/1

Top URLs in Tweet in G8:
[54] http://respond2racism.com/
[40] https://twitter.com/IronWolve/status/1635517780979224580/photo/1
[10] https://stopaapihate.org
[8] https://twitter.com/nypost/status/1635501020406075392
[7] https://twitter.com/kawasook/status/1635839093677477891/photo/1
[5] https://twitter.com/kawasook/status/1635839977597616128/photo/1
[2] https://nypost.com/2023/03/07/wild-video-captures-rowdy-nyc-wolfpack-trashing-chinese-restaurant/?utm_source=NYPTwitter&utm_campaign=SocialFlow&utm_medium=SocialFlow
[2] https://twitter.com/Texas_Made956/status/1635808030087344128
[2] https://twitter.com/nypost/status/1633528043070443521
[1] https://twitter.com/Texas_Made956/status/1635808030087344128/video/1

Top URLs in Tweet in G9:
[1] https://twitter.com/SenatorWarnock/status/1636394605515091971/video/1
[1] https://twitter.com/SenatorWarnock/status/1636108008169127939

Top URLs in Tweet in G10:
[4] https://againstracismpodcast.com/
[4] https://twitter.com/AsiansUsa/status/1633743263185158145/photo/1
[4] https://twitter.com/Kanthan2030/status/1636381656960602114/photo/1
[4] https://twitter.com/Apple92085370/status/1636292957203750912/photo/1
[4] https://twitter.com/Apple92085370/status/1636296152487460865/photo/1
[3] https://abcnews.go.com/US/asian-americans-rally-nationwide-2-year-anniversary-atlanta/story?id=97892722
[3] https://twitter.com/DavidNakamura/status/1635297280004587520
[3] https://twitter.com/AsiansUsa/status/1634518508280193024/photo/1
[2] https://twitter.com/BiatchPack/status/1371977275244044290/photo/1
[2] https://www.eventbrite.com/e/always-with-us-asian-americans-rise-against-hate-new-york-city-tickets-580910497937

Top Domains
Top Domains in Tweet in Entire Graph:
[1640] twitter.com
[54] respond2racism.com
[37] youtube.com
[35] yahoo.com
[14] imagentv.com
[13] theguardian.com
[13] instagram.com
[11] stopaapihate.org
[10] nypost.com
[10] thegatewaypundit.com

Top Domains in Tweet in G1:
[200] twitter.com
[13] theguardian.com
[4] 10news.com
[3] wafb.com
[2] wthr.com
[2] daytondailynews.com
[1] sanangelolive.com
[1] cp24.com
[1] wavy.com
[1] woodlandsonline.com

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

Top Domains in Tweet in G3:
[3] twitter.com

Top Domains in Tweet in G4:
[24] twitter.com
[3] carrd.co
[2] shorturl.at
[1] washingtonpost.com
[1] advancingjustice-atlanta.org
[1] theatlantic.com
[1] sf.gov
[1] youtube.com

Top Domains in Tweet in G5:
[100] twitter.com
[5] asianjusticemovement.org
[4] eventbrite.com
[2] gofund.me
[2] yahoo.com
[1] instagram.com
[1] nikkei.com
[1] fox26houston.com

Top Domains in Tweet in G6:
[158] twitter.com
[15] youtube.com
[8] instagram.com
[2] pv-magazine-usa.com
[2] caslservice.org
[2] bandcamp.com
[2] cbc.ca
[1] blogto.com
[1] axios.com
[1] grubstreet.com

Top Domains in Tweet in G7:
[136] twitter.com
[4] asian-dawn.com
[1] locals.com
[1] gofundme.com
[1] fightworld.net
[1] youtu.be
[1] houstonpolicerobbery.org
[1] substack.com
[1] cw39.com

Top Domains in Tweet in G8:
[149] twitter.com
[54] respond2racism.com
[10] stopaapihate.org
[5] nypost.com
[2] instagram.com
[1] msn.com

Top Domains in Tweet in G9:
[2] twitter.com

Top Domains in Tweet in G10:
[42] twitter.com
[4] go.com
[4] againstracismpodcast.com
[2] eventbrite.com
[1] nytimes.com
[1] newyorker.com
[1] misionverdad.com
[1] foreignpolicy.com
[1] bbc.com
[1] nationalgeographic.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2401] stopasianhate
[235] stopaapihate
[132] stopasianhatecrimes
[122] aapi
[106] asiancrimereport
[99] metoo
[76] markham
[76] respond2racism
[75] mkmpoli
[72] 郭文贵



Top Hashtags in Tweet in G1:
[305] stopasianhate
[102] asiancrimereport
[100] stopaapihate
[83] metoo
[69] humantrafficking
[68] asiangirls
[35] asianlivesmatter
[18] firstthem
[18] modelminority
[11] domesticviolence

Top Hashtags in Tweet in G2:
[113] stopasianhate
[1] stopasianhatecrimes
[1] blacklivesmatter

Top Hashtags in Tweet in G3:
[5] stopasianhate
[1] twitter

Top Hashtags in Tweet in G4:
[37] stopasianhate
[7] stopaapihate
[7] atlanta
[6] aapi
[5] asianamerican
[4] georgia
[4] strongertogether
[3] rememberingmarch16
[3] aapiwomenstrong
[3] asianamericans

Top Hashtags in Tweet in G5:
[86] stopasianhate
[15] laifamily
[12] queens
[8] alwayswithus
[7] newyorkcity
[6] stopaapihate
[5] fightasianhate
[4] atlanta
[3] racist
[2] aanhpistrong

Top Hashtags in Tweet in G6:
[300] stopasianhate
[86] stopasianhatecrimes
[68] 郭文贵
[35] stopaapihate
[21] bannon
[21] drlimengyan1
[21] limengyan
[21] yanlimeng
[11] blacklivesmatter
[10] racism

Top Hashtags in Tweet in G7:
[203] stopasianhate
[19] stopblackviolence
[15] stopasianhatecrimes
[6] asianlivesmatter
[5] stopaapihate
[4] blackprivilege
[3] usa
[3] blacklivesmatter
[3] racism
[3] houston

Top Hashtags in Tweet in G8:
[175] stopasianhate
[76] respond2racism
[10] stopaapihate
[4] seoul
[4] korea
[4] japan
[4] china
[4] libtards
[3] stopasianhatecrimes
[2] asia

Top Hashtags in Tweet in G9:
[3] stopasianhate

Top Hashtags in Tweet in G10:
[40] stopasianhate
[11] usa
[8] china
[7] asian
[5] americans
[5] america
[4] aanhpi
[4] chinese
[4] veryasian
[4] solidarity

Top Words
Top Words in Tweet in Entire Graph:
[2400] #stopasianhate
[1151] asian
[944] people
[724] black
[653] racist
[601] atlanta
[598] firstthemnews
[576] years
[550] women
[529] shooting

Top Words in Tweet in G1:
[585] firstthemnews
[418] arrested
[359] report
[306] model
[306] minority
[305] #stopasianhate
[293] prostitution
[288] asian
[180] crime
[175] teacher

Top Words in Tweet in G2:
[680] people
[495] sheriffclarke
[396] black
[289] hold
[289] women
[289] sidewalk
[289] males
[289] cross
[289] wonder
[289] approaching

Top Words in Tweet in G3:
[353] racist
[351] shooting
[351] americans
[351] community
[351] atlanta
[351] murdered
[351] targeting
[351] ago
[351] today
[351] two

Top Words in Tweet in G4:
[223] asian
[144] women
[132] years
[132] shooting
[118] lives
[112] eight
[110] hate
[107] killed
[107] innocent
[104] violence

Top Words in Tweet in G5:
[319] lai
[194] cecille
[158] suspects
[149] mom
[140] cefaankim
[134] road
[123] 44yo
[121] kyle
[120] assaulted
[119] fractured

Top Words in Tweet in G6:
[300] #stopasianhate
[86] #stopasianhatecrimes
[68] #郭文贵
[46] asian
[35] #stopaapihate
[21] #bannon
[21] #yanlimeng
[21] #drlimengyan1
[21] #limengyan
[20] hate

Top Words in Tweet in G7:
[203] #stopasianhate
[70] asian
[52] black
[41] activeasian
[40] asians
[37] mrandyngo
[26] houstonpolice
[25] woman
[25] blacks
[24] hate

Top Words in Tweet in G8:
[175] #stopasianhate
[101] racist
[96] black
[86] chinese
[86] store
[78] heyreji
[76] boy
[76] threatening
[76] harasses
[76] parents

Top Words in Tweet in G9:
[151] 16
[151] 2021
[151] march
[149] senatorwarnock
[95] violence
[94] hate
[94] act
[93] despicable
[93] stake
[93] ought

Top Words in Tweet in G10:
[40] #stopasianhate
[16] asian
[13] more
[11] #usa
[11] need
[11] shangguanjiewen
[11] america
[10] folks
[10] making
[10] gordongchang

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[492] years,ago
[439] two,years
[415] mass,shooting
[387] aapi,community
[379] targeting,atlanta
[379] racist,mass
[379] americans,murdered
[379] atlanta,aapi
[379] murdered,racist
[379] ago,eight

Top Word Pairs in Tweet in G1:
[306] model,minority
[297] firstthemnews,model
[277] minority,report
[155] asian,crime
[132] 60,arrested
[121] lit,riots
[121] gas,lit
[121] riots,#stopasianhate
[120] dwannb,gas
[114] massage,parlor

Top Word Pairs in Tweet in G2:
[289] sidewalk,people
[289] people,see
[289] cross,street
[289] women,hold
[289] street,women
[289] wonder,people
[289] approaching,sidewalk
[289] see,black
[289] people,cross
[289] black,males

Top Word Pairs in Tweet in G3:
[351] ago,eight
[351] racist,mass
[351] community,today
[351] murdered,racist
[351] atlanta,aapi
[351] aapi,community
[351] two,years
[351] targeting,atlanta
[351] shooting,targeting
[351] eight,americans

Top Word Pairs in Tweet in G4:
[107] innocent,lives
[106] women,killed
[101] years,ago
[98] six,asian
[98] gun,violence
[94] 16,2021
[93] march,16
[92] shooting,shocked
[92] sadly,anti
[92] ago,lost

Top Word Pairs in Tweet in G5:
[173] cecille,lai
[120] kyle,lai
[119] 23yo,kyle
[119] veteran,fractured
[119] lai,military
[119] suspects,assaulted
[119] fractured,skull
[119] 44yo,cecille
[119] assaulted,road
[119] lai,concussion

Top Word Pairs in Tweet in G6:
[37] #stopasianhatecrimes,#stopasianhate
[36] #stopasianhate,#stopasianhatecrimes
[31] #stopasianhate,#stopaapihate
[28] #stopasianhate,#郭文贵
[25] #郭文贵,#stopasianhate
[21] #stopaapihate,#bannon
[21] #bannon,#drlimengyan1
[21] #limengyan,#yanlimeng
[14] #drlimengyan1,#limengyan
[13] #郭文贵,#stopasianhatecrimes

Top Word Pairs in Tweet in G7:
[19] mrandyngo,houstonpolice
[17] asian,woman
[16] body,slams
[14] #stopasianhate,#stopasianhatecrimes
[13] activeasian,#stopasianhate
[13] blacks,hate
[13] black,male
[10] houstonpolice,#stopasianhate
[9] slams,asian
[9] hate,asians

Top Word Pairs in Tweet in G8:
[76] racist,men
[76] harasses,chinese
[76] rape,sister
[76] store,threatening
[76] kids,working
[76] chinese,kids
[76] sister,boy
[76] black,racist
[76] threatening,rape
[76] working,parents

Top Word Pairs in Tweet in G9:
[151] 16,2021
[151] march,16
[93] ought,remind
[93] 2021,ought
[93] witnessed,march
[93] act,hate
[93] violence,witnessed
[93] hate,violence
[93] despicable,act
[93] remind,stake

Top Word Pairs in Tweet in G10:
[9] dangerous,asian
[9] america,certain
[9] making,incredibly
[9] need,more
[9] more,events
[9] folks,making
[9] incredibly,dangerous
[9] events,america
[9] certain,folks
[9] gordongchang,need

Top Replied-To
Top Replied-To in Entire Graph:
@mrandyngo
@activeasian
@nypost
@imagentvmex
@veronicatouss
@dailyloud
@mikebaggz
@asiandawn4
@clownworld_
@nojumper

Top Replied-To in G1:
@mikebaggz
@starchild737
@firstthemnews
@oefvetted
@notelijahsfear
@jaisosa3
@pix11news
@c_mondown
@lilpatecca
@eusindugu

Top Replied-To in G2:
@themajorityusa
@sheriffclarke

Top Replied-To in G4:
@stopaapihate
@kevinmbenedicto
@maxmco

Top Replied-To in G5:
@cefaankim
@ycinnewyork
@setochungster
@voteshekar
@ebottcher
@emoritsugu46
@rhys604
@iamdouglaskim
@sam52160989
@activeasian

Top Replied-To in G7:
@mrandyngo
@activeasian
@asiandawn4
@ycinnewyork
@akafacehots
@stillgray
@magicbelle1
@fighthaven
@used2bu
@thunder261

Top Replied-To in G8:
@nypost
@texas_made956
@ogeezer777
@ghoulguard
@tom49623386
@johnnytwots
@dixie_bartender

Top Replied-To in G10:
@robert_spalding
@committeeonccp
@gordongchang
@asiansusa
@rnaudbertrand
@drewpavlou
@mrbcyber
@urviewsurnews
@cgmeifangzhang
@senmarcorubio

Top Mentioned
Top Mentioned in Entire Graph:
@firstthemnews
@sheriffclarke
@speakerpelosi
@senatorwarnock
@cefaankim
@dwannb
@potus
@momsdemand
@apiavote
@heyreji

Top Mentioned in G1:
@firstthemnews
@dwannb
@r3dj0k3r
@noaveragejoint
@earthstream31
@shiloh_pac
@ajstein
@chinamactv
@luvmyppl11
@amuse

Top Mentioned in G2:
@sheriffclarke
@newsmax
@natcon2022

Top Mentioned in G3:
@speakerpelosi

Top Mentioned in G4:
@momsdemand
@apiavote
@marykayhenry
@aaaj_atlanta
@repjimmygomez
@repbeatty
@auforga
@stopaapihate
@gahousedems
@speakerpelosi

Top Mentioned in G5:
@cefaankim
@aafederation
@nypdhatecrimes
@syissle
@setochungster
@susanleenyc
@nycimmigrants
@potus
@qnsbprichards
@georgearztcomm

Top Mentioned in G6:
@renellglover
@pscrosby
@affirmationpod

Top Mentioned in G7:
@houstonpolice
@activeasian
@sonnyco5
@mrandyngo
@chuck_sneedly
@asiandawn4
@crimestophou
@cefaankim
@mrcommonsense01
@cocogauff

Top Mentioned in G8:
@heyreji
@nypost
@ironwolve
@texas_made956
@kawasook
@cefaankim
@ogeezer777
@ronhanforth
@not_a_shark_
@sonnyco5

Top Mentioned in G9:
@senatorwarnock
@speakerpelosi
@repbeatty
@marykayhenry
@apiavote
@setochungster

Top Mentioned in G10:
@shangguanjiewen
@gordongchang
@scentofthedelta
@ricwe123
@consider8media
@un
@vp
@ginako8
@gop
@senategop

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@jurylady5
@blazedrts
@faby_nava77
@independent
@askrlfess
@givemepie360
@teshawnedmonds
@ligayaloyola
@jerseyboy0423

Top Tweeters in G1:
@safetymentalst
@ilovemywife0007
@kevskewl
@354phantom
@ibc_yoh
@charlescapone4
@pix11news
@phillipdrphl
@nadiear23
@ce9461

Top Tweeters in G2:
@housecracka
@saveaslave
@lsferguson
@kin2souls
@mcarmichael16
@mikecokere
@j_dickson12
@outhere
@lylajoyrose
@elainefox

Top Tweeters in G3:
@oldlady12345
@faby_nava77
@givemepie360
@jorge_c_ny
@rodneyclaeys
@dbble5
@feinberg_linda
@jomajority
@supermanhotmale
@jcr914

Top Tweeters in G4:
@morgfair
@brontyman
@mile_by_mile
@mcnejames
@nasty_woman2
@allan_straarup
@wtf_imtooold
@andreat2303
@toniragusa
@thornirisribbon

Top Tweeters in G5:
@mijomojo1
@nadiasindi
@gratefultojesus
@fox26houston
@craigmatsuda
@abc7ny
@tummler10
@daniellenorgedm
@mostillusive
@skysportspl

Top Tweeters in G6:
@renellglover
@freethewzrd
@trellodelagetto
@pauladuvall2
@ichinadian
@lmhysoht
@3libefmno7olqjq
@demetrehunter23
@_dripneyspears
@strixtly4myngz

Top Tweeters in G7:
@stillgray
@nba
@misterpandaboom
@serendipitydizl
@frankdeadly
@pizisme
@jackposobiec
@gyab_x
@frankmilleriii1
@ceetee72

Top Tweeters in G8:
@nypost
@kane007
@freddy6518227
@queenmumqueend
@kpixtv
@markjam92731126
@loosecannon8282
@reds_herring
@zetetes_ms
@mm_305

Top Tweeters in G9:
@princessbravato
@tottenbill
@gwydion620
@hockeyfangirl12
@fran_neena20409
@upchuck66
@btsarmy_legit
@4tybin
@magsmom7
@kdavcor

Top Tweeters in G10:
@jayoung3092
@scmpnews
@cancilleriave
@starsandstripes
@google
@tibetpeople
@petrogustavo
@chazzofsheckys
@lauras4t
@yanghuikang1