#AAPI, Twitter, 2/17/2021 6:46:03 AM, 248933


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#AAPI Twitter NodeXL SNA Map and Report for tiistai, 16 helmikuuta 2021 at 22.54 UTC
#AAPI Twitter NodeXL SNA Map and Report for tiistai, 16 helmikuuta 2021 at 22.54 UTC
From:
mihkal
Uploaded on:
February 17, 2021
Short Description:
#AAPI via NodeXL https://bit.ly/3s1To5O
@chrislu44
@kevinwoo91
@cbsthismorning
@aapiwomenlead
@acttochange
@stopaapihate
@margaretcho
@kurtbardella
@oliviamunn
@kyunglahcnn

Top hashtags:
#aapi
#stopaapihate
#kpop
#antiracism
#standwithasians
#lunarnewyear

Description:
Description
The graph represents a network of 2 513 Twitter users whose recent tweets contained "#AAPI", 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 Tuesday, 16 February 2021 at 23:01 UTC.

The tweets in the network were tweeted over the 7-day, 12-hour, 27-minute period from Tuesday, 09 February 2021 at 09:44 UTC to Tuesday, 16 February 2021 at 22:11 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 Fruchterman-Reingold layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 2513
Unique Edges : 3602
Edges With Duplicates : 357
Total Edges : 3959
Number of Edge Types : 5
Retweet : 2021
Tweet : 253
MentionsInRetweet : 1117
Mentions : 513
Replies to : 55
Self-Loops : 267
Reciprocated Vertex Pair Ratio : 0,0160504442533677
Reciprocated Edge Ratio : 0,0315937940761636
Connected Components : 199
Single-Vertex Connected Components : 88
Maximum Vertices in a Connected Component : 1677
Maximum Edges in a Connected Component : 2974
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6,101226
Graph Density : 0,000561570280401783
Modularity : 0,821482
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2 513 Twitter users whose recent tweets contained "#AAPI", 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 Tuesday, 16 February 2021 at 23:01 UTC.

The tweets in the network were tweeted over the 7-day, 12-hour, 27-minute period from Tuesday, 09 February 2021 at 09:44 UTC to Tuesday, 16 February 2021 at 22:11 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 Fruchterman-Reingold layout algorithm.
Graph Source : TwitterSearch
Graph Term : #AAPI
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[214] https://www.change.org/p/get-mainstream-news-coverage-of-national-elderly-asian-american-assaults-cnn-msnbc-fox-vice-buzzfeed-nyt-washpost-latimes-axios/exp/cl_/cl_sharecopy_27236080_en-US/7/1180591511?utm_content=cl_sharecopy_27236080_en-US%3A7&recruiter=1180591511&recruited_by_id=288fd5d0-6c84-11eb-a792-adf17d69d3b1&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_initial&utm_term=359a1889c41e4ccb825a029457a5bf18
[142] https://www.oregonlive.com/crime/2021/02/asian-owned-businesses-hit-in-more-than-a-dozen-acts-of-vandalism-in-portlands-jade-district.html
[140] https://linktr.ee/acttochange
[130] https://www.axios.com/violent-attacks-elderly-asian-americans-f51600d1-544e-4a9c-a451-dda227679eb6.html
[74] http://www.cnn.com/
[49] https://twitter.com/washingtonpost/status/1359506186974937089
[47] https://www.change.org/p/get-mainstream-news-coverage-of-national-elderly-asian-american-assaults-cnn-msnbc-fox-vice-buzzfeed-nyt-washpost-latimes-axios?recruiter=1098533121&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=share_petition&recruited_by_id=b415c410-a1fb-11ea-abea-57fb14e9edd3
[38] https://twitter.com/TheCut/status/1358915032969596928
[27] https://www.msnbc.com/the-reidout/watch/asian-americans-face-rise-in-racist-attacks-amid-pandemic-100720709765
[26] https://www.thecut.com/2021/02/the-us-is-seeing-a-massive-spike-in-anti-asian-hate-crimes.html

Top URLs in Tweet in G1:
[138] https://www.oregonlive.com/crime/2021/02/asian-owned-businesses-hit-in-more-than-a-dozen-acts-of-vandalism-in-portlands-jade-district.html
[104] https://www.axios.com/violent-attacks-elderly-asian-americans-f51600d1-544e-4a9c-a451-dda227679eb6.html
[18] https://www.msnbc.com/american-voices/watch/-we-are-crying-out-for-help-actors-activists-sounding-alarm-on-surging-attacks-against-asian-americans-100668997897
[9] https://capa21.com/2021/02/13/capa21-urges-gov-newsom-to-appoint-aapi-as-california-attorney-general/
[6] https://www.thecut.com/2021/02/the-us-is-seeing-a-massive-spike-in-anti-asian-hate-crimes.html?utm_campaign=thecut&utm_medium=s1&utm_source=tw
[5] https://www.marieclaire.com/politics/a35450257/asian-american-hate-crimes-2021/
[5] https://twitter.com/CBSNews/status/1359366392919785474
[4] https://abc7.com/actors-offer-reward-after-91-year-old-attacked-in-oaklands-chinatown/10316560/
[4] https://twitter.com/jolingkent/status/1359546198554796033
[4] https://twitter.com/VickyNguyenTV/status/1359686078719008769

Top URLs in Tweet in G2:
[214] https://www.change.org/p/get-mainstream-news-coverage-of-national-elderly-asian-american-assaults-cnn-msnbc-fox-vice-buzzfeed-nyt-washpost-latimes-axios/exp/cl_/cl_sharecopy_27236080_en-US/7/1180591511?utm_content=cl_sharecopy_27236080_en-US%3A7&recruiter=1180591511&recruited_by_id=288fd5d0-6c84-11eb-a792-adf17d69d3b1&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_initial&utm_term=359a1889c41e4ccb825a029457a5bf18

Top URLs in Tweet in G3:
[6] https://twitter.com/cbsthismorning/status/1359912424741212173
[4] https://twitter.com/aaja/status/1360312755161452547
[3] https://docs.google.com/forms/d/e/1FAIpQLSfPz1PeUulqFAHHQVQ8KvDTU7Nvl0KkwJeCWEs9_QJ8AJeQNQ/viewform
[3] https://twitter.com/MelissaKXLY4/status/1360257132013121539
[2] https://www.aapiprogressiveaction.com/commission-submissions
[2] https://www.oregonlive.com/crime/2021/02/asian-owned-businesses-hit-in-more-than-a-dozen-acts-of-vandalism-in-portlands-jade-district.html
[1] https://twitter.com/AOC/status/1359315233379123203
[1] https://www.gofundme.com/f/support-the-cause-against-antiasian-violence
[1] https://www.axios.com/violent-attacks-elderly-asian-americans-f51600d1-544e-4a9c-a451-dda227679eb6.html
[1] https://twitter.com/washingtonpost/status/1359506186974937089

Top URLs in Tweet in G4:
[1] https://www.thecut.com/2021/02/the-us-is-seeing-a-massive-spike-in-anti-asian-hate-crimes.html

Top URLs in Tweet in G5:
[24] https://www.thecut.com/2021/02/the-us-is-seeing-a-massive-spike-in-anti-asian-hate-crimes.html
[9] https://edition.cnn.com/2021/02/08/us/asian-american-attacks-bay-area/index.html
[8] https://twitter.com/CAPAC/status/1360293052141740035
[6] https://eu.usatoday.com/story/news/nation/2021/02/12/asian-hate-incidents-covid-19-lunar-new-year/4447037001/
[5] https://www.sfgate.com/news/editorspicks/article/violence-anti-asian-racism-bay-area-rising-15943348.php?utm_campaign=CMS%20Sharing%20Tools%20(Mobile)&utm_source=t.co&utm_medium=referral
[3] https://www.vox.com/22262442/judy-chu-asian-american-caucus-biden-administration
[3] https://www.nbcnews.com/news/asian-america/deputy-secretary-labor-got-her-start-fighting-enslaved-thai-garment-n1257293
[3] https://mottpoll.org/reports/top-health-concerns-kids-2020-during-pandemic
[3] https://www.fightcancer.org/policy-resources/federal-advocacy-eliminate-disparities-cancer
[3] https://twitter.com/bettinamak/status/1358873614741831693

Top URLs in Tweet in G6:
[132] https://linktr.ee/acttochange
[3] https://twitter.com/dviyer/status/1360037961912508419
[3] https://fortune.com/2021/02/09/hate-crimes-against-asian-americans-are-nothing-new/
[2] https://twitter.com/nguyen_amanda/status/1358083831237083138
[1] https://www.gofundme.com/f/support-the-cause-against-antiasian-violence

Top URLs in Tweet in G7:
[7] https://twitter.com/cbsnews/status/1358858002426695680
[6] https://twitter.com/nytimes/status/1360264932877606915
[5] https://twitter.com/eqca/status/1359685223240265733
[3] https://twitter.com/JennyGShao/status/1288678398282227712
[3] https://twitter.com/NewAmericanLd/status/1359878983278592011
[3] https://www.thecut.com/2021/02/the-us-is-seeing-a-massive-spike-in-anti-asian-hate-crimes.html?utm_campaign=thecut&utm_medium=s1&utm_source=tw
[2] https://www.newyorker.com/tech/annals-of-technology/how-the-biden-administration-can-expand-rural-broadband
[2] https://www.axios.com/violent-attacks-elderly-asian-americans-f51600d1-544e-4a9c-a451-dda227679eb6.html
[2] https://twitter.com/DionLimTV/status/1357410040462733312
[2] https://www.colorlines.com/articles/why-are-there-no-filipino-nurses-medical-tv-shows

Top URLs in Tweet in G8:
[23] https://www.axios.com/violent-attacks-elderly-asian-americans-f51600d1-544e-4a9c-a451-dda227679eb6.html
[8] https://twitter.com/bravenewfilms/status/1359549796361531392
[6] https://twitter.com/GeoffRBennett/status/1359517585805627393
[2] https://actionnetwork.org/forms/take-the-pledge-stand-against-aapi-hate?source=em_pet_2021.02.11_e1_stp_stand-with-aapi_all&link_id=3&can_id=f66189e967e6d887e4184c42ae663319&email_referrer=email_1071558&email_subject=violent-racist-attacks-in-broad-daylight
[1] https://www.oregonlive.com/crime/2021/02/asian-owned-businesses-hit-in-more-than-a-dozen-acts-of-vandalism-in-portlands-jade-district.html

Top URLs in Tweet in G9:
[5] https://www.instagram.com/accounts/login/
[2] https://oacc.cc/event/oacc-lny-2021/
[1] https://twitter.com/JLeeSoc/status/1358897048594993159
[1] https://www.ifwhenhow.org/covid19-coronavirus-anti-asian-american-racism-repro-justice/
[1] https://twitter.com/julieaekim/status/1358488295269937153
[1] https://twitter.com/slantdcreative/status/1358954475382317059
[1] https://twitter.com/Peninsula360P/status/1359219970916429827
[1] https://www.popsugar.com/news/how-to-fight-covid-19-racism-against-asian-americans-47655155
[1] https://twitter.com/TODAYshow/status/1359490372695691265
[1] https://twitter.com/TheCut/status/1358915032969596928

Top URLs in Tweet in G10:
[72] http://www.cnn.com/
[2] https://edition.cnn.com/world/live-news/coronavirus-pandemic-vaccine-updates-02-16-21/index.html
[1] https://www.msnbc.com/american-voices/watch/-we-are-crying-out-for-help-actors-activists-sounding-alarm-on-surging-attacks-against-asian-americans-100668997897
[1] https://www.thecut.com/2021/02/the-us-is-seeing-a-massive-spike-in-anti-asian-hate-crimes.html

Top Domains
Top Domains in Tweet in Entire Graph:
[391] twitter.com
[265] change.org
[142] oregonlive.com
[140] linktr.ee
[130] axios.com
[91] cnn.com
[50] msnbc.com
[35] thecut.com
[16] sff.org
[15] vox.com

Top Domains in Tweet in G1:
[138] oregonlive.com
[104] axios.com
[22] twitter.com
[18] msnbc.com
[9] capa21.com
[6] thecut.com
[5] marieclaire.com
[4] abc7.com
[3] facebook.com
[3] smithsonianapa.org

Top Domains in Tweet in G2:
[214] change.org

Top Domains in Tweet in G3:
[16] twitter.com
[3] google.com
[2] aapiprogressiveaction.com
[2] oregonlive.com
[1] gofundme.com
[1] axios.com

Top Domains in Tweet in G4:
[1] thecut.com

Top Domains in Tweet in G5:
[33] twitter.com
[24] thecut.com
[13] cnn.com
[6] sfgate.com
[6] usatoday.com
[5] nbcnews.com
[3] vox.com
[3] mottpoll.org
[3] fightcancer.org
[3] washingtonpost.com

Top Domains in Tweet in G6:
[132] linktr.ee
[5] twitter.com
[3] fortune.com
[1] gofundme.com

Top Domains in Tweet in G7:
[30] twitter.com
[3] thecut.com
[2] newyorker.com
[2] axios.com
[2] blogspot.com
[2] colorlines.com
[1] linktr.ee
[1] lacity.org

Top Domains in Tweet in G8:
[23] axios.com
[14] twitter.com
[2] actionnetwork.org
[1] oregonlive.com

Top Domains in Tweet in G9:
[24] twitter.com
[5] instagram.com
[2] google.com
[2] stopaapihate.org
[2] qualtrics.com
[2] ncaatogether.org
[2] oacc.cc
[2] cnn.com
[1] ifwhenhow.org
[1] popsugar.com

Top Domains in Tweet in G10:
[74] cnn.com
[1] msnbc.com
[1] thecut.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2605] aapi
[360] stopaapihate
[261] kpop
[237] antiracism
[222] standwithasians
[210] lunarnewyear
[163] insolidarity
[145] coronavirus
[138] wearenotthevirus
[138] racismvirus



Top Hashtags in Tweet in G1:
[469] aapi
[16] stopaapihate
[14] racismisavirus
[11] hateisavirus
[11] asianamericanpacificislander
[11] allyship
[8] asianamericans
[6] justiceforvicha
[5] ourlivesaresafe
[5] cbsnews

Top Hashtags in Tweet in G2:
[222] aapi
[221] standwithasians
[221] stopaapihate
[221] antiracism
[214] kpop

Top Hashtags in Tweet in G3:
[163] aapi
[130] coronavirus
[4] lunarnewyear
[4] aajafamily
[4] ally
[3] bidenharris
[3] 新年快乐
[3] 恭喜發財
[3] 새해복많이받으세요
[3] chucmungnammoi

Top Hashtags in Tweet in G4:
[154] aapi
[153] insolidarity

Top Hashtags in Tweet in G5:
[142] aapi
[21] lunarnewyear
[14] ca48
[9] orangecounty
[9] asiansarehuman
[8] asianamericans
[8] gqp
[7] usa
[6] covid19
[6] asian

Top Hashtags in Tweet in G6:
[142] aapi
[130] wearenotthevirus
[130] racismvirus
[9] stopaapihate
[5] antiracism
[2] justiceforvicha
[1] acttochange
[1] whoweare
[1] covid19

Top Hashtags in Tweet in G7:
[77] aapi
[22] covid19
[19] whoweare
[10] stopaapihate
[8] lunarnewyear
[6] hateisavirus
[6] sjcc100
[6] diversityequityinclusion
[5] hatecrimes
[3] coronavirus

Top Hashtags in Tweet in G8:
[99] aapi
[64] stopasianhatecrimes
[56] hatecrimes
[2] coronavirus

Top Hashtags in Tweet in G9:
[97] aapi
[15] lunarnewyear
[11] stopaapihate
[10] asianamericans
[10] asianamerican
[8] covid19
[5] covid
[5] pacificislanders
[4] hateisavirus
[4] racism

Top Hashtags in Tweet in G10:
[80] aapi

Top Words
Top Words in Tweet in Entire Graph:
[2660] #aapi
[1101] hate
[1090] asian
[966] community
[620] americans
[585] crimes
[582] violence
[360] #stopaapihate
[304] attacks
[297] rise

Top Words in Tweet in G1:
[469] #aapi
[283] asian
[242] seniors
[178] hate
[166] crimes
[163] americans
[156] attacks
[156] rise
[139] bay
[138] rash

Top Words in Tweet in G2:
[222] #aapi
[221] #standwithasians
[221] #stopaapihate
[221] #antiracism
[216] asian
[215] love
[215] stop
[215] americans
[214] retweet
[214] #kpop

Top Words in Tweet in G3:
[163] #aapi
[138] share
[137] community
[136] hate
[132] asian
[131] violence
[131] americans
[130] experienced
[130] #coronavirus
[130] hear

Top Words in Tweet in G4:
[180] stand
[154] #aapi
[153] #insolidarity
[153] aapiwomenlead
[59] racism
[58] hatred
[58] violence
[58] swept
[58] rug
[2] hate

Top Words in Tweet in G5:
[147] #aapi
[82] community
[82] hate
[66] asian
[41] crimes
[35] racism
[30] denounce
[30] celebrate
[28] anti
[28] americans

Top Words in Tweet in G6:
[142] #aapi
[139] support
[136] community
[132] donate
[132] petitions
[132] sign
[130] #wearenotthevirus
[130] battle
[130] #racismvirus
[130] places

Top Words in Tweet in G7:
[77] #aapi
[43] hate
[32] asian
[27] community
[27] anti
[22] #covid19
[21] rise
[20] discrimination
[20] consequences
[19] representation

Top Words in Tweet in G8:
[133] community
[99] #aapi
[75] oliviamunn
[64] #stopasianhatecrimes
[63] asian
[60] american
[56] minute
[56] check
[56] instastories
[56] sobering

Top Words in Tweet in G9:
[97] #aapi
[22] asian
[20] community
[15] #lunarnewyear
[11] hate
[11] #asianamericans
[11] #stopaapihate
[11] happy
[10] racism
[10] #asianamerican

Top Words in Tweet in G10:
[144] family
[82] crimes
[80] #aapi
[77] hate
[76] ll
[74] hey
[74] answer
[72] coming
[72] live
[72] 4pet

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[773] #aapi,community
[611] asian,americans
[566] hate,crimes
[252] #aapi,seniors
[227] asian,american
[224] stop,hate
[224] #antiracism,#aapi
[223] #stopaapihate,#antiracism
[221] #standwithasians,#stopaapihate
[218] hate,asian

Top Word Pairs in Tweet in G1:
[242] #aapi,seniors
[163] hate,crimes
[163] asian,americans
[141] attacks,#aapi
[139] americans,bay
[138] rise,hate
[138] crimes,asian
[138] bay,rash
[138] rash,violent
[138] violent,attacks

Top Word Pairs in Tweet in G2:
[221] #standwithasians,#stopaapihate
[221] #stopaapihate,#antiracism
[221] #antiracism,#aapi
[215] asian,americans
[214] retweet,love
[214] love,#kpop
[214] #kpop,help
[214] help,raise
[214] raise,voices
[214] voices,spread

Top Word Pairs in Tweet in G3:
[134] #aapi,community
[131] asian,americans
[129] member,#aapi
[129] community,experienced
[129] experienced,hate
[129] hate,#coronavirus
[129] #coronavirus,pandemic
[129] pandemic,surge
[129] surge,violence
[129] violence,asian

Top Word Pairs in Tweet in G4:
[153] #insolidarity,#aapi
[153] #aapi,aapiwomenlead
[90] stand,stand
[90] stand,#insolidarity
[58] hatred,racism
[58] racism,violence
[58] violence,swept
[58] swept,rug
[58] rug,#insolidarity

Top Word Pairs in Tweet in G5:
[60] #aapi,community
[41] hate,crimes
[28] anti,asian
[22] asian,americans
[21] asian,hate
[20] community,prepares
[20] prepares,celebrate
[20] celebrate,lunar
[20] lunar,denounce
[20] denounce,horrific

Top Word Pairs in Tweet in G6:
[136] #aapi,community
[132] support,#aapi
[130] #wearenotthevirus,support
[130] community,battle
[130] battle,#racismvirus
[130] #racismvirus,places
[130] places,donate
[130] donate,petitions
[130] petitions,sign
[3] united,end

Top Word Pairs in Tweet in G7:
[27] anti,asian
[24] #aapi,community
[21] rise,anti
[21] asian,hate
[18] #aapi,representation
[18] representation,matter
[18] matter,stereotypes
[18] stereotypes,describe
[18] describe,rise
[18] hate,discrimination

Top Word Pairs in Tweet in G8:
[77] #aapi,community
[60] asian,american
[56] minute,check
[56] check,oliviamunn
[56] oliviamunn,instastories
[56] instastories,sobering
[56] sobering,#hatecrimes
[56] #hatecrimes,asian
[56] american,community
[56] community,endured

Top Word Pairs in Tweet in G9:
[12] #aapi,community
[8] hate,crimes
[8] asian,american
[7] #aapi,#asianamericans
[7] anti,asian
[6] american,pacific
[6] pacific,islander
[6] happy,lunar
[5] #asianamericans,#pacificislanders
[4] #aapi,#antiracism

Top Word Pairs in Tweet in G10:
[74] #aapi,hate
[74] hate,crimes
[72] hey,coming
[72] coming,live
[72] live,4pet
[72] 4pet,#aapi
[72] crimes,ll
[72] ll,answer
[72] answer,4p
[72] 4p,interviewed

Top Replied-To
Top Replied-To in Entire Graph:
@repsteel
@kevinwoo91
@weijia
@readyharris
@michellesteelca
@profhsieh
@themaxburns
@faitheliu
@kanlungan2
@heylauragao

Top Replied-To in G1:
@potus
@angryasianman
@jolingkent

Top Replied-To in G2:
@kevinwoo91

Top Replied-To in G3:
@cbsthismorning

Top Replied-To in G5:
@repsteel
@michellesteelca
@rebeccaviscont1
@hiro_smiles
@youngkimca

Top Replied-To in G7:
@weijia
@kanlungan2
@chesaboudin
@davidchiu

Top Mentioned
Top Mentioned in Entire Graph:
@aapiwomenlead
@stopaapihate
@oliviamunn
@danieldaekim
@dnc
@capac
@shawnarchen
@axios
@mikeallen
@danielwuyanzu

Top Mentioned in G1:
@stopaapihate
@danieldaekim
@danielwuyanzu
@nextshark
@nguyen_amanda
@robbontaca
@nbcnews
@cbsnews
@abc7
@bennyluo

Top Mentioned in G3:
@aaja
@cbsthismorning
@archdrnguyen
@varunnikore
@aoc
@richardlui
@shawnarchen
@axios
@mikeallen
@oliviamunn

Top Mentioned in G4:
@aapiwomenlead

Top Mentioned in G5:
@capac
@hispaniccaucus
@theblackcaucus
@potus
@joebiden
@repsteel
@danieldaekim
@aafederation
@acscan
@naacp

Top Mentioned in G6:
@dviyer
@acttochange

Top Mentioned in G7:
@apilegcaucus
@aaaj_la
@davidchiu
@sjcitycollege
@sjccxmilpitas
@weijia
@sjcctimes
@officialsjeccd
@calcommcolleges
@ccleague

Top Mentioned in G8:
@oliviamunn
@shawnarchen
@axios
@mikeallen
@juliesuca
@stopaapihate
@shethepeople

Top Mentioned in G9:

Top Tweeters
Top Tweeters in Entire Graph:
@matthewtwihard
@dichristine
@solutioneer72
@kenkircher1
@pollsstar
@lizditz
@marthalynneowe1
@teram323tere
@frecklesxx20
@micjojd

Top Tweeters in G1:
@kenkircher1
@pollsstar
@lizditz
@marthalynneowe1
@teram323tere
@frecklesxx20
@cnbsnana
@deathtocrazy
@mikereesem
@dbble5

Top Tweeters in G2:
@i_pffp
@sherr9
@amg_chimchim
@jo_kwanghee_07
@yisuju
@zia_blue18
@csviptop_1
@k_kangploy
@madame_jim
@hearteuexo

Top Tweeters in G3:
@maryalicebisho2
@mauraleelang
@ohlaboday
@sonokocentral
@craigmatsuda
@adamisarockgod
@vmrwanda
@cliffbaker9
@thornirisribbon
@tiredinor4now

Top Tweeters in G4:
@bjcrochet
@thesydneya
@amedawg18
@tedward3870
@1023ananas
@fredfrazier
@ladyjenevia
@arcaniphage
@lmegaparsec
@tazmin98

Top Tweeters in G5:
@solutioneer72
@tempkt
@maggieday55
@usatoday
@cchukudebelu
@fluffscruffjrs
@v2aggie2
@doyennesolace
@amandafclark
@instinctnaturel

Top Tweeters in G6:
@reneevoicebrand
@maiindy18
@unclemuley
@icyx_
@sposhy0007
@obrien_arianag
@whocareboutu
@6gotodabin
@gemlnivenus
@jaskidding_

Top Tweeters in G7:
@finneyeric
@cia10552
@efequiere
@newyorker
@un
@gaymlm
@townerman1
@marybethgasman
@574tribes
@colorlines

Top Tweeters in G8:
@micjojd
@beckyrae12345
@dvanhook822
@orchidlady303
@binjured
@lisaokc
@dragonfly34343
@sch531
@lidstonepeter
@lcaliforinquena

Top Tweeters in G9:
@drupkins
@mattleung
@jnthnnthnl
@flooosome
@seattlewong
@jeffleekca
@kylemarian
@asianjournalcom
@tashadiamante
@outinnatsec

Top Tweeters in G10:
@prime_bee
@rogue_corq
@mijomojo1
@wtf_imtooold
@shitian321136
@fiona_c1
@sistercrow
@iamctnkc
@marianneflynn15
@agnew122


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