#VeryAsian, Twitter, 12/3/2022 2:33:21 AM, 285403


FAQ | Problem?

#VeryAsian Twitter NodeXL SNA Map and Report for Friday, 02 December 2022 at 23:21 UTC
#VeryAsian Twitter NodeXL SNA Map and Report for Friday, 02 December 2022 at 23:21 UTC
From:
marc_smith
Uploaded on:
December 03, 2022
Short Description:
#VeryAsian via NodeXL https://bit.ly/3iy4BLU
@michellelitv
@marianliu
@mindbodymiko
@gia_vang
@tariqnasheed
@curtisschin
@michellieart
@theveryasianfdn
@lilcornerreads
@weijia

Top hashtags:
#veryasian
#lunarnewyear
#stopasianhate
#openlyblack
#aapi
#kidlitart

Description:
Description
The graph represents a network of 17,496 Twitter users whose recent tweets contained "#VeryAsian", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 100,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 12/2/2022 3:20:45 PM. The network was obtained from Twitter on Friday, 02 December 2022 at 23:59 UTC.

The tweets in the network were tweeted over the 1348-day, 18-hour, 35-minute period from Monday, 25 March 2019 at 04:01 UTC to Friday, 02 December 2022 at 22:36 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 : 17496
Unique Edges : 16946
Edges With Duplicates : 53952
Total Edges : 70898
Number of Edge Types : 9
Tweet : 3358
Replies to : 3091
MentionsInReplyTo : 8035
Retweet : 18936
MentionsInRetweet : 28888
Quote : 3476
MentionsInQuote : 1549
MentionsInQuoteReply : 77
Mentions : 3488
Self-Loops : 4979
Reciprocated Vertex Pair Ratio : 0.0416679130148664
Reciprocated Edge Ratio : 0.0800022972662532
Connected Components : 950
Single-Vertex Connected Components : 748
Maximum Vertices in a Connected Component : 16112
Maximum Edges in a Connected Component : 69029
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.308788
Graph Density : 0.000113769523018727
Modularity : 0.339239
NodeXL Version : 1.0.1.508
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285396
Data Import : The graph represents a network of 17,496 Twitter users whose recent tweets contained "#VeryAsian", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 100,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 12/2/2022 3:20:45 PM. The network was obtained from Twitter on Friday, 02 December 2022 at 23:59 UTC.

The tweets in the network were tweeted over the 1348-day, 18-hour, 35-minute period from Monday, 25 March 2019 at 04:01 UTC to Friday, 02 December 2022 at 22:36 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 : #VeryAsian
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:
[1615] https://twitter.com/MichelleLiTV/status/1477493641732149248
[353] https://twitter.com/italianbea/status/1477702629144903690/photo/1
[344] https://twitter.com/tariqnasheed/status/1477685573401726977/video/1
[114] https://twitter.com/AndyKimNJ/status/1477821229453258752/photo/1
[110] https://twitter.com/ChenueHer/status/1477670790212505600/photo/1
[108] https://www.veryasianfoundation.org/
[105] https://msha.ke/worstasianpod/
[102] https://twitter.com/nancywyuen/status/1483967243339763714/photo/1
[92] https://twitter.com/MichelleLiTV/status/1481673883950497794/photo/1
[83] https://twitter.com/psedoali/status/1477724943194361856/photo/1

Top URLs in Tweet in G1:
[1172] https://twitter.com/MichelleLiTV/status/1477493641732149248
[275] https://twitter.com/italianbea/status/1477702629144903690/photo/1
[72] https://twitter.com/psedoali/status/1477724943194361856/photo/1
[42] https://twitter.com/ChenueHer/status/1477670790212505600/photo/1
[30] https://twitter.com/MichelleLiTV/status/1477463661291749379
[21] https://twitter.com/MichelleLiTV/status/1478426272565010437
[18] https://twitter.com/MichelleLiTV/status/1477546996735135747
[14] https://www.veryasianfoundation.org/
[14] https://twitter.com/fourteenhearts/status/1477805787506528258
[13] https://twitter.com/MichelleLiTV/status/1478126551501877256

Top URLs in Tweet in G2:
[103] https://twitter.com/MichelleLiTV/status/1477493641732149248
[92] https://twitter.com/AndyKimNJ/status/1477821229453258752/photo/1
[59] https://twitter.com/italianbea/status/1477702629144903690/photo/1
[55] https://twitter.com/ChenueHer/status/1477670790212505600/photo/1
[28] https://twitter.com/Nguyen_anime3/status/1477726346306633732/photo/1
[17] https://twitter.com/tariqnasheed/status/1477685573401726977/video/1
[15] https://twitter.com/KatInouye/status/1477685201689931777/photo/1
[13] https://twitter.com/kenjeong/status/1481796537541742595/photo/1
[12] https://twitter.com/nancywyuen/status/1483967243339763714/photo/1
[11] https://twitter.com/psedoali/status/1477724943194361856/photo/1

Top URLs in Tweet in G3:
[122] https://twitter.com/MichelleLiTV/status/1477493641732149248
[76] https://twitter.com/MichelleLiTV/status/1481673883950497794/photo/1
[75] https://www.veryasianfoundation.org/
[64] https://twitter.com/nancywyuen/status/1483967243339763714/photo/1
[40] https://twitter.com/StephanieVCarr/status/1482480271031259140/photo/1
[36] https://twitter.com/blakebookeater/status/1498850550707802117/photo/1
[33] https://twitter.com/MichelleLiTV/status/1478426272565010437
[26] https://twitter.com/TheEllenShow/status/1483884093913780226
[21] https://twitter.com/MichelleLiTV/status/1483922863543308288
[19] https://www.nbcnews.com/news/asian-america/veryasian-hashtag-goes-viral-racist-criticism-korean-american-news-anc-rcna10777

Top URLs in Tweet in G4:
[40] https://twitter.com/MichelleLiTV/status/1477493641732149248
[20] https://www.nbcnews.com/news/asian-america/veryasian-hashtag-goes-viral-racist-criticism-korean-american-news-anc-rcna10777
[11] https://twitter.com/marianliu/status/1478749407436677123
[11] https://www.paypal.com/us/fundraiser/charity/3942337
[10] https://hosted-washpost.submissionplatform.com/sub/hosted/61b769d7faba1c23c41e3182
[9] https://www.washingtonpost.com/education/2022/05/20/asian-american-history-schools-aapi/
[6] https://www.customink.com/fundraising/veryasianmaay?utm_campaign=desktop-campaign-page-share-v3&utm_content=veryasianmaay&utm_medium=social&utm_source=copy-link
[4] https://www.veryasianfoundation.org/
[4] https://twitter.com/HaelinChoi/status/1484535243671486464/photo/1
[4] https://twitter.com/MichelleLiTV/status/1485473599377059842/photo/1

Top URLs in Tweet in G5:
[10] https://www.nbcnews.com/news/asian-america/veryasian-hashtag-goes-viral-racist-criticism-korean-american-news-anc-rcna10777
[5] https://www.nbcnews.com/news/asian-america/st-louis-nbc-anchor-started-veryasian-explains-lunar-new-year-rcna14407
[5] https://www.washingtonpost.com/arts-entertainment/2022/01/03/asian-journalist-racist-voicemail/
[4] https://www.nbcnews.com/video/korean-american-anchor-michelle-li-responds-to-racist-message-after-veryasian-hashtag-130087493522
[4] https://www.seattletimes.com/nation-world/nation/a-viewer-told-tv-anchor-to-keep-her-korean-to-herself-then-something-amazing-happened/
[4] https://twitter.com/Kristine7291/status/1487827210828275713/photo/1
[4] https://twitter.com/SooWong__/status/1483829369038688256/photo/1
[4] https://twitter.com/Tahimek/status/1478181084093300738/photo/1
[4] https://nextshark.com/toronto-bakery-declare-themselves-veryasian-after-customer-rejections-deemed-them-not-normal/
[4] https://twitter.com/LaurenSato/status/1477743317190209536/photo/1

Top URLs in Tweet in G6:
[96] https://msha.ke/worstasianpod/
[23] https://twitter.com/VeryAsian/status/1546880320963756033/video/1
[11] https://www.newsweek.com/theres-nothing-wrong-being-veryasian-opinion-1665513
[9] https://twitter.com/MichelleLiTV/status/1477493641732149248
[4] https://twitter.com/CurtisSChin/status/1483965106312687625/photo/1
[4] https://twitter.com/CurtisSChin/status/1490757215963254789/photo/1
[4] https://twitter.com/CurtisSChin/status/1546328189441810432/photo/1
[4] https://twitter.com/CurtisSChin/status/1489282099244900352/photo/1
[4] https://twitter.com/CurtisSChin/status/1497980925417705472/photo/1
[4] https://twitter.com/CurtisSChin/status/1479906877190385668/photo/1

Top URLs in Tweet in G7:
[4] https://twitter.com/mindbodymiko/status/1508543964156424192/photo/1
[3] https://twitter.com/mindbodymiko/status/1523512817965355009/photo/1
[2] https://twitter.com/mindbodymiko/status/1522109472885587968/photo/1
[2] https://twitter.com/mindbodymiko/status/1526847750859796480/photo/1
[2] https://twitter.com/mindbodymiko/status/1554384023203762176/photo/1
[2] https://twitter.com/LabMuffin/status/1550077321327300609/photo/1
[1] https://bwf.org.au/2022/brisbane-writers-festival/asian-women-let-loose
[1] https://twitter.com/mindbodymiko/status/1508905361478397952/photo/1
[1] https://twitter.com/mindbodymiko/status/1515449559291666432/photo/1
[1] https://twitter.com/mindbodymiko/status/1528139005724098560/photo/1

Top URLs in Tweet in G8:
[15] https://twitter.com/MichelleLiTV/status/1477493641732149248
[9] https://twitter.com/GeorgeTakei/status/1478100603121258504
[5] https://linktr.ee/lifeofcyn
[4] https://twitter.com/SPhotog77/status/1478569266773254144/photo/1
[4] https://twitter.com/RajahMaggay/status/1478198129891557378/photo/1
[3] https://www.youtube.com/watch?v=-o3qUAr3gDg&feature=youtu.be

[2] https://twitter.com/lifeofcyn/status/1478130066844360705/photo/1
[2] https://twitter.com/lifeofcyn/status/1505248498106748933/photo/1
[2] https://twitter.com/lifeofcyn/status/1506303974084730880/photo/1
[2] https://twitter.com/GeorgeTakei/status/1479884608472694784

Top URLs in Tweet in G9:
[19] https://twitter.com/MichelleLiTV/status/1477493641732149248
[11] https://twitter.com/its_willyu/status/1477731346797641729/photo/1
[8] https://twitter.com/jsparkblog/status/1498306753510973440/photo/1
[6] https://twitter.com/jsparkblog/status/1481707143732633609/photo/1
[6] https://twitter.com/jsparkblog/status/1495837328572624905/photo/1
[4] https://twitter.com/nle318/status/1478803579813126144/photo/1
[3] https://twitter.com/MichelleLiTV/status/1478426272565010437
[3] https://twitter.com/miheekimkort/status/1487195408656908290/photo/1
[3] https://twitter.com/VermaPrasanta/status/1478517045864058884/photo/1
[3] https://twitter.com/gregpak/status/1477685334091735044/photo/1

Top URLs in Tweet in G10:
[8] https://twitter.com/MichelleLiTV/status/1477493641732149248
[4] https://twitter.com/nancywyuen/status/1483967243339763714/photo/1
[2] https://twitter.com/ProjectAWR/status/1531305759669108736/photo/1
[2] https://jezebel.com/how-can-i-explain-an-incomplete-oral-history-of-asian-1845911631
[1] https://littlecornerreads.wordpress.com/2022/01/31/eight-asian-inspired-fantasies-to-read-for-lunar-new-year/
[1] https://littlecornerreads.wordpress.com/2021/05/15/books-and-baos-food-in-asian-lit/
[1] https://nidemama.com/collections/chinese-new-year-limited-edition-collection/products/chinese-new-year-vinyl-sticker-set
[1] https://nidemama.com/
[1] https://littlecornerreads.wordpress.com/2022/05/15/subtle-asian-baking-modern-asian-baking-kat-lieu-arc-review/
[1] https://www.barnesandnoble.com/w/tokyo-dreaming-emiko-jean/1139985529?ean=9781250766632

Top Domains
Top Domains in Tweet in Entire Graph:
[10832] twitter.com
[145] youtube.com
[133] veryasianfoundation.org
[121] nbcnews.com
[109] instagram.com
[105] msha.ke
[80] paper.li
[60] washingtonpost.com
[50] trib.al
[45] ksdk.com

Top Domains in Tweet in G1:
[3180] twitter.com
[30] instagram.com
[28] youtube.com
[15] veryasianfoundation.org
[12] cbc.ca
[11] ksdk.com
[10] madison365.com
[9] msha.ke
[7] washingtonpost.com
[7] kickstarter.com

Top Domains in Tweet in G2:
[901] twitter.com
[15] youtube.com
[5] instagram.com
[4] voanews.com
[3] veryasianfoundation.org
[3] washingtonpost.com
[3] nestorgomezstoryteller.com
[3] nbcnews.com
[2] teepublic.com
[2] pbs.org

Top Domains in Tweet in G3:
[3204] twitter.com
[96] veryasianfoundation.org
[49] nbcnews.com
[41] youtube.com
[30] trib.al
[28] thetaoofselfconfidence.com
[25] ksdk.com
[20] instagram.com
[18] kare11.com
[15] eventbrite.com

Top Domains in Tweet in G4:
[353] twitter.com
[24] washingtonpost.com
[21] nbcnews.com
[11] paypal.com
[10] submissionplatform.com
[9] customink.com
[5] instagram.com
[4] veryasianfoundation.org
[4] doximity.com
[3] trib.al

Top Domains in Tweet in G5:
[281] twitter.com
[22] nbcnews.com
[18] instagram.com
[17] fiverr.com
[14] youtube.com
[10] washingtonpost.com
[6] cbc.ca
[5] seattletimes.com
[5] ksdk.com
[4] nextshark.com

Top Domains in Tweet in G6:
[441] twitter.com
[96] msha.ke
[40] veryasian.co
[13] newsweek.com
[12] instagram.com
[4] welcometochinatown.com
[3] veryasianfoundation.org
[2] nbcnews.com
[2] kare11.com
[2] axios.com

Top Domains in Tweet in G7:
[31] twitter.com
[1] org.au
[1] youtube.com

Top Domains in Tweet in G8:
[97] twitter.com
[6] linktr.ee
[4] youtube.com
[3] veryasianfoundation.org
[2] wordpress.com
[2] washingtonpost.com
[1] youtu.be
[1] bbc.com
[1] vancouverchinesegarden.shop
[1] wsj.com

Top Domains in Tweet in G9:
[149] twitter.com
[4] instagram.com
[4] blogto.com
[2] nbcnews.com
[2] trib.al
[1] ptsem.edu
[1] cnn.com
[1] amazon.com
[1] veryasianfoundation.org
[1] medium.com

Top Domains in Tweet in G10:
[44] twitter.com
[4] wordpress.com
[3] nidemama.com
[2] barnesandnoble.com
[2] jezebel.com
[1] bookpeople.com
[1] amazon.com
[1] submissionplatform.com
[1] bookiverse.org
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22901] veryasian
[935] lunarnewyear
[867] stopasianhate
[508] openlyblack
[431] aapi
[362] kidlitart
[248] aapiheritagemonth
[232] asian
[229] tooasian
[227] tooyoung



Top Hashtags in Tweet in G1:
[6013] veryasian
[388] openlyblack
[108] lunarnewyear
[84] stopasianhate
[55] veryblack
[47] aapi
[45] stl
[28] dumplings
[26] stopaapihate
[23] asian

Top Hashtags in Tweet in G2:
[3732] veryasian
[82] unapologeticallyblack
[80] openlyblack
[49] stopasianhate
[38] veryblack
[36] lunarnewyear
[31] veryamerican
[26] koreanamericanday
[22] aapi
[13] niouyorkeats

Top Hashtags in Tweet in G3:
[5664] veryasian
[271] lunarnewyear
[144] stopasianhate
[132] aapiheritagemonth
[129] aapi
[72] representationmatters
[71] yearofthetiger
[69] diversity
[66] turningred
[59] koreanamericanday

Top Hashtags in Tweet in G4:
[695] veryasian
[41] stopasianhate
[38] lunarnewyear
[25] aapi
[19] smallbiz
[18] stl
[16] stlmade
[14] atlantashooting
[10] financialinclusion
[10] banking

Top Hashtags in Tweet in G5:
[817] veryasian
[11] stopasianhate
[7] openlyblack
[7] asian
[7] lunarnewyear
[6] aapi
[6] bitcoin
[6] tiktok
[6] korean
[5] asianamerican

Top Hashtags in Tweet in G6:
[532] veryasian
[168] socialmedia
[167] twitter
[99] asianamerican
[95] asianpodcast
[95] asian
[93] aapi
[93] asianrepresentation
[93] podcast
[93] asianculture

Top Hashtags in Tweet in G7:
[570] veryasian
[1] pachinko
[1] turningred
[1] loveisblindjapan
[1] addictivecucumbers
[1] stl
[1] changemaker
[1] neveragain

Top Hashtags in Tweet in G8:
[416] veryasian
[10] stopasianhate
[7] womenshistorymonth
[7] wbw
[7] actorslife
[7] nftcommunity
[6] theatre
[6] history
[6] diaspora
[6] filipinodiaspora

Top Hashtags in Tweet in G9:
[270] veryasian
[13] aapi
[11] stopasianhate
[8] asianjoy
[6] filipinotwitter
[5] stopaapihate
[5] koreanamerican
[5] representationmatters
[5] lunarnewyear
[4] filipino

Top Hashtags in Tweet in G10:
[413] veryasian
[31] lunarnewyear
[20] yearofthetiger
[13] aapimonth
[5] aapi
[2] representationmatters
[2] booktwt
[2] booktwitter
[2] mglit
[2] kidlit

Top Words
Top Words in Tweet in Entire Graph:
[22925] #veryasian
[8622] michellelitv
[4742] asian
[4183] year
[3088] dumplings
[1964] being
[1876] proud
[1808] gia_vang
[1794] eat
[1700] time

Top Words in Tweet in G1:
[6021] #veryasian
[3605] michellelitv
[903] dumplings
[887] asian
[810] year
[603] being
[475] amazing
[474] proud
[459] love
[456] 2022

Top Words in Tweet in G2:
[3740] #veryasian
[1305] dumplings
[1268] michellelitv
[1131] year
[1068] eat
[553] asian
[546] 2022
[538] white
[508] day
[499] celebrate

Top Words in Tweet in G3:
[5668] #veryasian
[2865] michellelitv
[1167] asian
[958] gia_vang
[757] year
[568] thank
[543] proud
[527] love
[490] american
[435] theveryasianfdn

Top Words in Tweet in G4:
[841] asian
[696] #veryasian
[648] marianliu
[645] name
[613] chinese
[608] time
[604] community
[598] ashamed
[595] anti
[587] attacks

Top Words in Tweet in G5:
[817] #veryasian
[111] asian
[101] year
[92] dumplings
[74] anchor
[61] being
[60] korean
[58] people
[56] white
[51] very

Top Words in Tweet in G6:
[532] #veryasian
[295] curtisschin
[267] asian
[192] podcast
[168] platform
[168] #socialmedia
[168] question
[167] audience
[167] goal
[167] #twitter

Top Words in Tweet in G7:
[570] #veryasian
[554] mindbodymiko
[519] nurses
[518] nurse
[517] requesting
[517] countless
[517] quit
[517] aussie
[517] well
[517] spoke

Top Words in Tweet in G8:
[416] #veryasian
[248] georgetakei
[179] support
[178] love
[172] something
[169] such
[169] online
[168] ignorance
[166] respond
[45] michellelitv

Top Words in Tweet in G9:
[270] #veryasian
[225] mskathykhang
[186] still
[181] thinking
[178] troy
[178] youn
[178] english
[178] winner
[178] announced
[178] signing

Top Words in Tweet in G10:
[413] #veryasian
[296] another
[276] lilcornerreads
[239] authors
[236] list
[234] preorder
[172] sale
[150] barnes
[150] noble
[150] time

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1464] michellelitv,#veryasian
[1119] being,#veryasian
[1063] lunar,year
[1063] proud,#veryasian
[964] anti,asian
[677] chinese,name
[674] asian,attacks
[671] covering,anti
[662] asian,american
[659] representing,community

Top Word Pairs in Tweet in G1:
[756] michellelitv,#veryasian
[367] being,#veryasian
[351] italianbea,michellelitv
[277] #veryasian,sister
[276] sister,#openlyblack
[272] #veryasian,movement
[261] proud,#veryasian
[205] response,#veryasian
[204] asked,ways
[202] #veryasian,amazing

Top Word Pairs in Tweet in G2:
[391] year,day
[376] michellelitv,#veryasian
[338] people,eat
[327] eat,noodles
[325] #veryasian,eat
[322] dumplings,prosperity
[322] prosperity,whole
[322] whole,fish
[322] longevity,dumplings
[321] noodles,celebrate

Top Word Pairs in Tweet in G3:
[305] lunar,year
[298] asian,american
[270] proud,#veryasian
[259] michellelitv,gia_vang
[243] michellelitv,#veryasian
[231] #veryasian,movement
[208] being,#veryasian
[173] anti,asian
[146] response,#veryasian
[145] asked,ways

Top Word Pairs in Tweet in G4:
[589] anti,asian
[579] asian,attacks
[577] covering,anti
[576] chinese,name
[571] name,covering
[571] attacks,representing
[571] ashamed,chinese
[571] always,ashamed
[571] representing,community
[571] community,time

Top Word Pairs in Tweet in G5:
[37] being,#veryasian
[36] news,anchor
[25] #veryasian,hashtag
[25] korean,american
[22] lunar,year
[19] dumpling,soup
[19] st,louis
[18] american,news
[18] proud,#veryasian
[15] very,asian

Top Word Pairs in Tweet in G6:
[167] intriguing,question
[167] question,goal
[167] goal,#socialmedia
[167] audience,platform
[167] platform,#twitter
[167] #twitter,hoping
[167] #socialmedia,audience
[166] curtisschin,intriguing
[96] worst,asian
[96] podcast,podcast

Top Word Pairs in Tweet in G7:
[517] nurses,#veryasian
[517] spoke,nurse
[517] well,countless
[517] #veryasian,well
[517] nurse,quit
[517] quit,patients
[517] aussie,nurses
[517] patients,requesting
[517] requesting,aussie
[516] mindbodymiko,spoke

Top Word Pairs in Tweet in G8:
[166] something,love
[166] online,respond
[166] respond,such
[166] #veryasian,support
[166] support,online
[166] love,#veryasian
[166] such,ignorance
[165] georgetakei,something
[53] georgetakei,#veryasian
[18] keep,korean

Top Word Pairs in Tweet in G9:
[178] english,signing
[178] holding,troy
[178] still,thinking
[178] winner,holding
[178] jung,apologizing
[178] signing,announced
[178] yuh,jung
[178] youn,yuh
[178] thinking,youn
[178] announced,winner

Top Word Pairs in Tweet in G10:
[232] #veryasian,authors
[150] barnes,noble
[149] preorder,sale
[148] sale,preorder25
[148] preorder25,time
[148] noble,having
[148] time,another
[148] list,#veryasian
[148] having,another
[148] another,preorder

Top Replied-To
Top Replied-To in Entire Graph:
@michellelitv
@gia_vang
@georgetakei
@gemvious
@wutrain
@carolinefan
@weijia
@daniellwong
@nancywyuen
@thekoreanvegan

Top Replied-To in G1:
@michellelitv
@gia_vang
@gemvious
@weijia
@kempton
@aimeecho4
@chriscasquejo
@rexchapman
@mszelmeczka
@nogodnogop

Top Replied-To in G2:
@michellelitv
@wutrain
@nguyen_anime3
@isaacklee
@thekoreanvegan
@weijia
@theblackkristy1
@rexchapman
@abbyllorico
@zymnatheazn

Top Replied-To in G3:
@michellelitv
@gia_vang
@gemvious
@nancywyuen
@daniellwong
@carolinefan
@simuliu
@theveryasianfdn
@aaja
@marychaostyle

Top Replied-To in G4:
@michellelitv
@carolinefan
@marianliu
@samobiwon
@andymon1961
@gia_vang
@francescahongwi
@georgetakei
@anonymousshade
@sandyleetv

Top Replied-To in G6:
@michellelitv
@curtisschin
@_nancymd
@osanamisayaka
@pauldrisley
@weijia
@psb_dc
@dionlimtv
@yangmefaitrire
@hannastasia

Top Replied-To in G7:
@mindbodymiko
@michellelitv

Top Replied-To in G8:
@georgetakei
@michellelitv
@unicornwheels
@lindork
@marvinbeaverman
@marty_chan
@reginakimwrites
@onefreshpillow
@yongchavezla
@reinedebatons

Top Replied-To in G9:
@mskathykhang
@samobiwon
@jsparkblog
@catjonathantran
@michellelitv
@iamroymong
@voicemoto
@theamberpicota
@irenemcho
@gia_vang

Top Replied-To in G10:
@michellelitv
@koreadathon
@shira39503
@geekyfriedrice
@twitterasians
@mikechenwriter
@heyjomachin
@lindsaymwong
@bookshop_org

Top Mentioned
Top Mentioned in Entire Graph:
@michellelitv
@gia_vang
@marianliu
@theveryasianfdn
@mindbodymiko
@aaja
@italianbea
@mimijungking5
@weijia
@margaretcho

Top Mentioned in G1:
@michellelitv
@italianbea
@gia_vang
@thekoreanvegan
@theveryasianfdn
@psedoali
@chenueher
@senduckworth
@aaja
@kenjeong

Top Mentioned in G2:
@michellelitv
@weijia
@ryantakeo
@gia_vang
@mimijungking5
@davidchoistl
@jeffyangiftf
@abbyllorico
@margaretcho
@ahmadhickstv

Top Mentioned in G3:
@michellelitv
@gia_vang
@theveryasianfdn
@aaja
@nancywyuen
@theellenshow
@chenueher
@ksdknews
@nbcasianamerica
@vickynguyentv

Top Mentioned in G4:
@marianliu
@michellelitv
@carolinefan
@stopaapihate
@gia_vang
@patranyamedia
@margaretcho
@jeffyangiftf
@davidchoistl
@chenueher

Top Mentioned in G5:
@hamnagfx
@pitakpao_tospol
@hapahiphophippi
@elizabe44319404
@timothy29597811

Top Mentioned in G6:
@curtisschin
@michellelitv
@veryasian
@cbsmornings
@koimtv
@vladduthierscbs
@gayleking
@tonydokoupil
@nateburleson
@barbaraannri

Top Mentioned in G7:
@mindbodymiko
@michellelitv
@ms_michellelaw
@ellenychang
@mrbenjaminlaw
@briswritersfest
@websteru
@senduckworth

Top Mentioned in G8:
@georgetakei
@michellelitv
@lifeofcyn
@reginakimwrites
@qianjuliewang
@gia_vang
@akolaurenlola
@slsbeverlyhills
@8siannft
@nancywyuen

Top Mentioned in G9:
@mskathykhang
@michellelitv
@jsparkblog
@samobiwon
@nancywyuen
@marianliu
@iamroymong
@gia_vang
@its_willyu
@tisaiahcho

Top Mentioned in G10:
@lilcornerreads
@bookpeople
@projectawr
@bookshop_org
@heyjomachin
@marion_myanh
@michellelitv
@geekyfriedrice
@theveryasianfdn
@w_t_brown

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@filafresh
@matthewtwihard
@oldlady12345
@marshawright
@andyvermaut
@robinsnewswire
@hrblock_21
@lennaleprena
@tinamarie_80s

Top Tweeters in G1:
@oldlady12345
@solutioneer72
@inspiteoftrump
@ansisegle
@brandonmscales
@maguyboivin
@deepvard
@enrico056
@eilonwy24
@asher_wolf

Top Tweeters in G2:
@threadreaderapp
@matthewtwihard
@lizditz
@givemepie360
@jjauthor
@dancas2
@blacktist
@talkintou
@akuma_river
@foggybottomgal

Top Tweeters in G3:
@marshawright
@robinsnewswire
@independent
@gojira007x
@monofai
@ligayaloyola
@jmhamiltonblog
@sshibon
@kimpy123
@businessinsider

Top Tweeters in G4:
@all435reps
@suekhi
@rebellegrrl
@margaritateresa
@daretothink53
@mentalhealthbo5
@morganarosana
@sds_sunlight
@latimes
@uotrackfangirl

Top Tweeters in G5:
@andyvermaut
@brontyman
@thechestnutpost
@wgrz
@hudsonette
@smithblindlib5
@hulahick
@sylsbc
@paulidin
@banglaviral

Top Tweeters in G6:
@tinamarie_80s
@britonanddane
@janattheocean
@loveismay0420
@pwetnitaehyung
@valaafshar
@dwayne_venzen_c
@moflo19
@habims5621
@yoongichi_dboy

Top Tweeters in G7:
@lennaleprena
@davidbewart
@minhkular
@yathinkn
@sallyrmelb
@darylgibson
@jot_au
@redboybroken
@fedupofpollys
@morpheusbeing

Top Tweeters in G8:
@pqpolitics
@terpsichore_los
@marconavarrolor
@jazzmom12
@nypost
@gmarie55
@sammysettanni
@bofflespoffle
@chestnut_daniel
@now_justice

Top Tweeters in G9:
@katcapps
@jjdebenedictis
@ssmunsell
@carebear_kara
@championmyzter
@tsn_sports
@wsj
@cgoinggal
@dongminlover1
@casualcactii

Top Tweeters in G10:
@basicbaka
@alsagone
@prpeep
@booksandquills2
@liloloveyou024
@thelizlincoln
@tungwene
@datcartoonist
@devonellington
@se4realhinton