#AsianLivesMatter, Twitter, 3/19/2023 12:06:56 AM, 291533


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#AsianLivesMatter_2023-03-18_16-57-37.xlsx
#AsianLivesMatter_2023-03-18_16-57-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 19, 2023
Short Description:
#AsianLivesMatter via NodeXL https://bit.ly/3lqLvZU
@firstthemnews
@ricksydney
@keepitrealtea
@activeasian
@foxnews
@chooses_truth
@freddie95725633
@cbsnews
@sailorcheezy
@potus

Top hashtags:
#asianlivesmatter
#asiancrimereport
#blacklivesmatter
#stopasianhate

Description:
Description
The graph represents a network of 3,524 Twitter users whose recent tweets contained "#AsianLivesMatter", 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 Sunday, 19 March 2023 at 00:02 UTC.

The tweets in the network were tweeted over the 2573-day, 4-hour, 44-minute period from Monday, 29 February 2016 at 18:14 UTC to Friday, 17 March 2023 at 22:59 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 : 3524
Unique Edges : 1653
Edges With Duplicates : 10452
Total Edges : 12105
Number of Edge Types : 9
Retweet : 3565
MentionsInRetweet : 4439
Tweet : 935
Replies to : 959
MentionsInReplyTo : 1489
Quote : 235
MentionsInQuote : 144
Mentions : 327
MentionsInQuoteReply : 12
Self-Loops : 2205
Reciprocated Vertex Pair Ratio : 0.0135891286970424
Reciprocated Edge Ratio : 0.026813880126183
Connected Components : 415
Single-Vertex Connected Components : 158
Maximum Vertices in a Connected Component : 2494
Maximum Edges in a Connected Component : 10383
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.565832
Graph Density : 0.000306402260739625
Modularity : 0.310484
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,524 Twitter users whose recent tweets contained "#AsianLivesMatter", 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 Sunday, 19 March 2023 at 00:02 UTC.

The tweets in the network were tweeted over the 2573-day, 4-hour, 44-minute period from Monday, 29 February 2016 at 18:14 UTC to Friday, 17 March 2023 at 22:59 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 : #AsianLivesMatter
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:
[26] https://www.youtube.com/watch?v=k1QveFPxbBg&feature=youtu.be

[18] https://www.youtube.com/watch?v=LURV7yqTo3w&feature=youtu.be

[17] https://www.youtube.com/watch?v=jWJVMoe7OY0&feature=youtu.be

[16] https://www.youtube.com/watch?v=WZGJxxh0VEM&feature=youtu.be

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

[10] https://news.yahoo.com/fbi-warns-asian-business-owners-003345772.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[9] https://www.dailymail.co.uk/news/article-6747247/Eight-Chinese-women-arrested-Floridas-statewide-investigation-international-sex-trafficking.html?ito=amp_twitter_share-top
[9] https://twitter.com/citizens_sanity/status/1583832242220339200/video/1
[9] https://www.thenation.com/article/politics/capitol-trump-insurrection-explosions/
[7] https://www.cbsnews.com/chicago/news/new-york-times-report-president-trump-got-much-of-his-debt-forgiven-after-defaulting-on-loans-for-chicago-trump-tower/

Top URLs in Tweet in G1:
[2] https://twitter.com/FirstThemNEWS/status/1620107642097270784
[1] https://winknews.com/2023/01/20/4-women-busted-for-prostitution-at-charlotte-county-massage-parlors/
[1] https://twitter.com/FirstThemNEWS/status/1616983735311937536/photo/1
[1] https://twitter.com/FirstThemNEWS/status/1619659564215074816/video/1
[1] https://www.kswo.com/2022/12/21/sexual-battery-arrest-out-lawton-massage-spa/
[1] https://twitter.com/FirstThemNEWS/status/1607664351930101761/photo/1
[1] https://fox59.com/news/noblesville-massage-parlor-owner-arrested-amid-accusations-of-unsolicited-fondling/
[1] https://twitter.com/FirstThemNEWS/status/1607660979827113988/photo/1
[1] https://www.lakemchenryscanner.com/2022/12/26/employee-arrested-for-prostitution-after-allegedly-performing-acts-on-man-at-massage-parlor-in-cary/
[1] https://twitter.com/FirstThemNEWS/status/1607653346521001984/photo/1

Top URLs in Tweet in G2:
[26] https://www.youtube.com/watch?v=k1QveFPxbBg&feature=youtu.be

[18] https://www.youtube.com/watch?v=LURV7yqTo3w&feature=youtu.be

[17] https://www.youtube.com/watch?v=jWJVMoe7OY0&feature=youtu.be

[16] https://www.youtube.com/watch?v=WZGJxxh0VEM&feature=youtu.be

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

[9] https://www.thenation.com/article/politics/capitol-trump-insurrection-explosions/
[7] https://www.youtube.com/watch?v=XWQfDbbQv9E&feature=youtu.be

[7] https://www.cbsnews.com/chicago/news/new-york-times-report-president-trump-got-much-of-his-debt-forgiven-after-defaulting-on-loans-for-chicago-trump-tower/
[7] https://www.youtube.com/watch?v=vUNGiqw15H4&feature=youtu.be

[4] https://twitter.com/RickSydney/status/1493795041151574016/photo/1

Top URLs in Tweet in G3:
[10] https://news.yahoo.com/fbi-warns-asian-business-owners-003345772.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[4] https://twitter.com/Chooses_Truth/status/1583396933741445120
[4] https://twitter.com/ZelenskyyUa/status/1577539742383706115/photo/1
[3] https://twitter.com/SenWhitehouse/status/1549158069057343497
[2] https://news.yahoo.com/trumps-jewish-allies-dinner-antisemites-125140586.html
[2] https://twitter.com/Chooses_Truth/status/1545002254515707904
[2] https://www.youtube.com/watch?v=zFie7eCVOOw

[2] https://www.thejc.com/lifestyle/features/how-far-did-the-uk-aristocracy-s-love-of-the-nazis-really-go-1.67764
[2] https://twitter.com/Chooses_Truth/status/1577811554573189121
[2] https://twitter.com/Chooses_Truth/status/1545002091265097729

Top URLs in Tweet in G4:
[2] https://www.sfchronicle.com/sf/article/sfnext-poll-asian-community-17439551.php
[2] https://www.usatoday.com/story/news/nation/2023/01/22/monterey-park-tragedy-brings-back-trauma-fears-anti-asian-violence/11102401002/
[2] https://twitter.com/arandasoc3/status/1631155598334246912/photo/1
[1] https://www.tiktok.com/@karen_everywhere/video/7198737814295498030?_t=8aj8vi7gX7O&_r=1
[1] https://twitter.com/globuspeculorum/status/1535498833236398080/photo/1
[1] https://twitter.com/officejulia/status/1531865370847768577/photo/1
[1] https://twitter.com/DanielPSilvera/status/1617531637620772866/photo/1
[1] https://twitter.com/BibliophileVic/status/1550483365073002497
[1] https://twitter.com/Spleeched/status/1564081706092609543/photo/1
[1] https://twitter.com/Spleeched/status/1564061892213149697/photo/1

Top URLs in Tweet in G5:
[4] https://twitter.com/keepaneyeonit8/status/1622380473287589889/photo/1
[4] https://twitter.com/kevinleversee/status/1635548064634253312/photo/1
[2] https://twitter.com/activeasian/status/1631707103084814336/photo/1
[2] https://twitter.com/activeasian/status/1634972348620378112
[2] https://twitter.com/kevinleversee/status/1635547552929181701/photo/1
[2] https://twitter.com/kevinleversee/status/1635553097572564992/photo/1
[1] https://twitter.com/yeyomatatan/status/1634858702170906626
[1] https://twitter.com/activeasian/status/1635400846409347076/video/1
[1] https://twitter.com/activeasian/status/1549593583317004288/video/1
[1] https://twitter.com/activeasian/status/1549575284747149312/video/1

Top URLs in Tweet in G6:
[8] https://twitter.com/citizens_sanity/status/1583832242220339200/video/1
[4] https://twitter.com/annoyingaria/status/1555812771668697088/photo/1
[3] https://twitter.com/SimuLiu/status/1617096429801013249
[1] https://twitter.com/Far_Centrist/status/1365655775541153794/photo/1
[1] https://nypost.com/2022/12/09/convicted-sex-offender-spews-anti-asian-slurs-during-nyc-council-meeting/
[1] https://twitter.com/ycinnewyork/status/1482479125260603397
[1] https://twitter.com/ycinnewyork/status/1632952440650620928/video/1
[1] https://nypost.com/2022/05/31/asian-man-stabbed-on-nyc-subway-train-in-brooklyn-dispute/
[1] https://twitter.com/RezaC1/status/1600980475907932160/video/1
[1] https://twitter.com/HealthyGamerGG/status/1555651092700086273/photo/1

Top URLs in Tweet in G7:
[4] https://twitter.com/SailorCheezy/status/1617278017503649792/photo/1
[2] https://twitter.com/WindsWilling/status/1577325712717012992/photo/1
[2] https://twitter.com/logosaetos/status/1577767412422045696/photo/1
[2] https://twitter.com/SailorCheezy/status/1613700195954589697/photo/1
[2] https://twitter.com/SailorCheezy/status/1617406029373018114/photo/1
[1] https://twitter.com/WindsWilling/status/1577519330383863809/photo/1
[1] https://twitter.com/kristina_wong/status/1536665548511137792
[1] https://twitter.com/JanelParrish/status/1533263878435622913
[1] https://twitter.com/logosaetos/status/1577767412422045696
[1] https://twitter.com/kristina_wong/status/1536665548511137792/video/1

Top URLs in Tweet in G8:
[4] https://twitter.com/DemocraticInUSA/status/1550886152722595840/photo/1
[4] https://twitter.com/A_P_GQ/status/1585047691964579842/photo/1
[4] https://twitter.com/BLMAW/status/1605628371983007754/photo/1
[4] https://twitter.com/BLMAW/status/1633601105211817988/photo/1
[4] https://twitter.com/dailykandake/status/1566234504590671872/photo/1
[3] https://twitter.com/BLMAW/status/1595094012678897664/photo/1
[2] https://open.spotify.com/episode/3vasQXb5w00sFYkzJTopMp?si=P_fSobovS1mQsQelHToLvg
[2] https://twitter.com/BLMAW/status/1557322912641826818/photo/1
[1] https://twitter.com/DemocraticInUSA/status/1540568794711879681/photo/1
[1] https://twitter.com/DemocraticInUSA/status/1545047924673249280/photo/1

Top URLs in Tweet in G9:
[3] https://twitter.com/MrAndyNgo/status/1587433607706066944
[3] https://twitter.com/TFSF_/status/1594462934599548928
[2] https://twitter.com/Syissle/status/1563166260460138503/video/1
[2] https://twitter.com/MrAndyNgo/status/1574070752353161216
[2] https://twitter.com/MrAndyNgo/status/1554367757726236673
[2] https://twitter.com/stillgray/status/1581867754491351041/video/1
[2] https://twitter.com/BubbaWallace/status/1582152067895828480
[2] https://twitter.com/MzDazieMae/status/1582118519126183936/photo/1
[1] https://twitter.com/DionLimTV/status/1554292158684794882/video/1
[1] https://twitter.com/DionLimTV/status/1574542273773117440/video/1

Top URLs in Tweet in G10:
[1] https://twitter.com/AllVultures/status/1635448529035628545/photo/1
[1] https://twitter.com/LiuNewYork/status/1634893925293989888
[1] https://twitter.com/NoPC23/status/1528714652217131010
[1] https://www.foxnews.com/us/nyc-chinese-food-deliveryman-accused-killed-post-bail-duck-sauce-dispute
[1] https://twitter.com/RepJayapal/status/1552421070975688706/photo/1
[1] https://twitter.com/JulieJo14611543/status/1635994668105097220/video/1
[1] https://twitter.com/BigRockCandyMo2/status/1552432122870517760/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1126] twitter.com
[330] youtube.com
[18] yahoo.com
[16] co.uk
[14] democracynow.org
[13] theguardian.com
[12] nypost.com
[9] thenation.com
[8] nbcnews.com
[8] cbsnews.com

Top Domains in Tweet in G1:
[36] twitter.com
[1] winknews.com
[1] kswo.com
[1] fox59.com
[1] lakemchenryscanner.com
[1] abc13.com
[1] wafb.com
[1] cp24.com
[1] cw39.com
[1] wthr.com

Top Domains in Tweet in G2:
[262] youtube.com
[221] twitter.com
[14] democracynow.org
[12] theguardian.com
[9] thenation.com
[7] cbsnews.com
[4] npr.org
[3] register-herald.com
[3] dailykos.com
[2] history.com

Top Domains in Tweet in G3:
[122] twitter.com
[38] youtube.com
[14] yahoo.com
[2] thejc.com
[2] cnn.com
[2] justice.gov
[1] nextshark.com
[1] nytimes.com
[1] time.com
[1] fbi.gov

Top Domains in Tweet in G4:
[73] twitter.com
[7] youtube.com
[2] tiktok.com
[2] youtu.be
[2] co.uk
[2] blogspot.com
[2] facebook.com
[2] sfchronicle.com
[2] usatoday.com
[2] instagram.com

Top Domains in Tweet in G5:
[90] twitter.com
[6] asian-dawn.com
[3] sfchronicle.com
[2] trib.al
[1] nytimes.com
[1] fox26houston.com
[1] nydailynews.com
[1] wthr.com
[1] wafb.com
[1] realclearpolitics.com

Top Domains in Tweet in G6:
[28] twitter.com
[2] nypost.com
[2] nbcnews.com
[1] bandainamcoent.com
[1] ews.com
[1] asian-dawn.com

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

Top Domains in Tweet in G8:
[99] twitter.com
[2] spotify.com
[1] theguardian.com
[1] youtube.com

Top Domains in Tweet in G9:
[51] twitter.com
[1] gofundme.com
[1] lapdonline.org
[1] wsj.com
[1] foxcarolina.com
[1] nytimes.com

Top Domains in Tweet in G10:
[6] twitter.com
[1] foxnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3249] asianlivesmatter
[1194] asiancrimereport
[964] blacklivesmatter
[960] stopasianhate
[931] wtpblue
[862] demvoice1
[741] americans
[683] stopaapihate
[658] onev1
[491] freshresists



Top Hashtags in Tweet in G1:
[1413] asianlivesmatter
[1171] asiancrimereport
[789] stopasianhate
[651] stopaapihate
[449] metoo
[241] domesticviolence
[241] domesticabuse
[83] modelminority
[23] firstthem
[17] asiangirls

Top Hashtags in Tweet in G2:
[910] wtpblue
[841] demvoice1
[711] americans
[640] onev1
[483] freshresists
[459] asianlivesmatter
[412] nativeamericans
[411] blacklivesmatter
[401] freshvoicesrise
[377] jewish

Top Hashtags in Tweet in G3:
[394] legitpardonsonly
[394] canceldrugculture
[392] cancelheroin
[392] cancelcrack
[392] cancelmeth
[371] cancelopioids
[367] policelivesmatter
[277] asianlivesmatter
[255] blacklivesmatter
[246] whitelivesmatter

Top Hashtags in Tweet in G4:
[183] asianlivesmatter
[56] blacklivesmatter
[24] stopasianhate
[21] whitelivesmatter
[20] alllivesmatter
[16] stopracism
[14] american
[11] racism
[9] asian
[8] alm

Top Hashtags in Tweet in G5:
[123] asianlivesmatter
[29] blacklivesmatter
[25] stopasianhate
[16] asiancrimereport
[10] stopaapihate
[10] asian
[9] whitelivesmatter
[7] louisiana
[7] blackpanther
[7] firstthem

Top Hashtags in Tweet in G6:
[27] asianlivesmatter
[7] blm
[7] blackhypocrisy
[3] stopasianhate
[3] montereypark
[2] onlyblacklivesmatter
[2] stopaapihate
[2] internationalwomensday
[2] womenlifefreedom
[2] aapi

Top Hashtags in Tweet in G7:
[32] asianlivesmatter
[8] blm
[6] brownlivesmatter
[5] whitelivesmatter
[5] jewishlivesmatter
[5] translivesmatter
[4] alllivesmatter
[4] freechina
[4] you
[4] blacklivesmatter

Top Hashtags in Tweet in G8:
[86] asianlivesmatter
[63] blacklivesmatter
[31] blm
[24] pride
[23] immigrantlivesmatter
[20] wtpblue
[20] demvoice1
[19] americans
[19] blmuk
[18] onev1

Top Hashtags in Tweet in G9:
[59] asianlivesmatter
[14] stopasianhate
[5] blm
[4] welovekylelarson
[3] stopaapihate
[3] stopasianhatecrimes
[3] blacklivesmatter
[3] boycottnascar
[3] alm
[2] asiansarehuman

Top Hashtags in Tweet in G10:
[7] asianlivesmatter
[2] stopasianhate
[2] nypd
[2] nyc
[1] stopaapihate
[1] modelminority
[1] mta
[1] subway
[1] newyorkcity
[1] metoo

Top Words
Top Words in Tweet in Entire Graph:
[5294] asian
[3249] #asianlivesmatter
[2103] firstthemnews
[2084] stop
[1558] crime
[1204] women
[1194] #asiancrimereport
[1176] protect
[965] #blacklivesmatter
[960] #stopasianhate

Top Words in Tweet in G1:
[4821] asian
[2056] firstthemnews
[1981] stop
[1456] crime
[1413] #asianlivesmatter
[1171] #asiancrimereport
[1129] women
[1126] protect
[829] misogyny
[789] #stopasianhate

Top Words in Tweet in G2:
[914] #wtpblue
[845] #demvoice1
[715] #americans
[683] ricksydney
[640] #onev1
[483] #freshresists
[459] #asianlivesmatter
[412] #nativeamericans
[411] #blacklivesmatter
[401] #freshvoicesrise

Top Words in Tweet in G3:
[395] #legitpardonsonly
[395] #canceldrugculture
[393] #cancelheroin
[393] #cancelcrack
[393] #cancelmeth
[372] #cancelopioids
[367] #policelivesmatter
[277] #asianlivesmatter
[255] #blacklivesmatter
[246] #whitelivesmatter

Top Words in Tweet in G4:
[183] #asianlivesmatter
[56] #blacklivesmatter
[28] asian
[24] #stopasianhate
[21] #whitelivesmatter
[21] matter
[20] #alllivesmatter
[19] lives
[17] people
[16] #stopracism

Top Words in Tweet in G5:
[124] asian
[123] #asianlivesmatter
[36] stop
[34] crime
[29] #blacklivesmatter
[28] black
[26] firstthemnews
[25] activeasian
[25] #stopasianhate
[24] prostitution

Top Words in Tweet in G6:
[139] asians
[71] hate
[71] violence
[68] against
[68] nyccouncil
[68] racists
[68] speech
[68] calling
[68] hk
[68] china

Top Words in Tweet in G7:
[32] #asianlivesmatter
[10] people
[8] #blm
[6] more
[6] #brownlivesmatter
[6] elonmusk
[6] steveaoki
[5] #jewishlivesmatter
[5] #whitelivesmatter
[5] asian

Top Words in Tweet in G8:
[86] #asianlivesmatter
[63] #blacklivesmatter
[31] #blm
[24] #pride
[23] #immigrantlivesmatter
[22] ricksydney
[20] #wtpblue
[20] #demvoice1
[19] #americans
[19] #blmuk

Top Words in Tweet in G9:
[59] #asianlivesmatter
[26] asian
[22] black
[16] people
[16] mrandyngo
[14] #stopasianhate
[11] white
[11] woman
[10] nascar
[9] american

Top Words in Tweet in G10:
[7] asian
[7] nycmayor
[7] #asianlivesmatter
[6] crime
[4] jumaanewilliams
[4] newyorkstateag
[4] nycspeakeradams
[4] ebottcher
[4] grace4ny
[4] carlinarivera

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1792] stop,asian
[1501] asian,crime
[1393] asian,asian
[1181] #asianlivesmatter,#asiancrimereport
[1158] asian,women
[1153] protect,asian
[939] women,stop
[935] firstthemnews,protect
[819] #wtpblue,#demvoice1
[780] #asiancrimereport,#stopasianhate

Top Word Pairs in Tweet in G1:
[1745] stop,asian
[1455] asian,crime
[1353] asian,asian
[1161] #asianlivesmatter,#asiancrimereport
[1126] protect,asian
[1126] asian,women
[924] women,stop
[920] firstthemnews,protect
[768] #asiancrimereport,#stopasianhate
[640] #stopasianhate,#stopaapihate

Top Word Pairs in Tweet in G2:
[799] #wtpblue,#demvoice1
[700] #demvoice1,#americans
[629] #americans,#onev1
[477] #onev1,#freshresists
[399] #freshresists,#freshvoicesrise
[388] #asianlivesmatter,#nativeamericans
[379] #nativeamericans,#blacklivesmatter
[368] #blacklivesmatter,#jewish
[348] #freshvoicesrise,#dems4usa
[347] #jewish,#jewishlivesmatter

Top Word Pairs in Tweet in G3:
[393] #cancelheroin,#cancelcrack
[393] #canceldrugculture,#cancelheroin
[393] #cancelcrack,#cancelmeth
[393] #legitpardonsonly,#canceldrugculture
[372] #cancelmeth,#cancelopioids
[341] #cancelopioids,#policelivesmatter
[243] #policelivesmatter,#blacklivesmatter
[242] #whitelivesmatter,#asianlivesmatter
[241] #blacklivesmatter,#whitelivesmatter
[241] #asianlivesmatter,#nativeamericanlivesmatter

Top Word Pairs in Tweet in G4:
[33] #blacklivesmatter,#asianlivesmatter
[16] lives,matter
[14] account,#blacklivesmatter
[14] youtuber,backup
[14] backup,twitter
[14] twitter,#stopracism
[14] #stopracism,bother
[14] #asianlivesmatter,#american
[14] gaming,youtuber
[14] bother,account

Top Word Pairs in Tweet in G5:
[29] stop,asian
[25] asian,crime
[23] asian,asian
[20] asian,women
[20] protect,asian
[17] massage,parlor
[14] model,minority
[13] #asianlivesmatter,#asiancrimereport
[10] women,stop
[10] crime,protect

Top Word Pairs in Tweet in G6:
[68] speech,incites
[68] china,hk
[68] incites,violence
[68] against,asians
[68] asians,racists
[68] asians,nyccouncil
[68] hate,speech
[68] calling,asians
[68] racists,china
[68] violence,against

Top Word Pairs in Tweet in G7:
[4] #whitelivesmatter,#asianlivesmatter
[3] trying,save
[3] #blacklivesmatter,#asianlivesmatter
[3] #asianlivesmatter,#brownlivesmatter
[3] save,lives
[3] shadow,banning
[2] #chinauprising,#chinarevolution
[2] govrondesantis,realdonaldtrump
[2] #alllivesmatter,#whitelivesmatter
[2] #blm,#asianlivesmatter

Top Word Pairs in Tweet in G8:
[20] #wtpblue,#demvoice1
[19] #demvoice1,#americans
[18] #americans,#onev1
[17] #blacklivesmatter,#asianlivesmatter
[16] #blm,#blmuk
[13] #pride,#pridemonth
[12] #democrats,#dnc
[12] #nancypelosi,#chuckschumer
[12] #potus,#joebiden
[12] #vp,#potus

Top Word Pairs in Tweet in G9:
[8] #asianlivesmatter,#stopasianhate
[7] black,people
[5] year,old
[5] asian,american
[5] saturday,month
[4] black,male
[4] asian,woman
[4] mrandyngo,happened
[4] happened,#asianlivesmatter
[4] white,people

Top Word Pairs in Tweet in G10:
[4] nycmayor,nycspeakeradams
[4] newyorkstateag,grace4ny
[4] carlinarivera,ebottcher
[4] grace4ny,carlinarivera
[4] jumaanewilliams,newyorkstateag
[4] nycspeakeradams,jumaanewilliams
[3] asian,crime
[3] setochungster,nycmayor
[2] 18,arrested
[2] allvultures,setochungster

Top Replied-To
Top Replied-To in Entire Graph:
@gopchairwoman
@marshablackburn
@gop
@deadlinewh
@nato
@kneerecon
@activeasian
@ronfilipkowski
@mrandyngo
@fbicolumbia

Top Replied-To in G1:
@firstthemnews

Top Replied-To in G2:
@gopchairwoman
@marshablackburn
@gop
@ronfilipkowski
@youtube
@lakotaman1
@ryanshead
@repmtg
@rncresearch
@spbmckenna

Top Replied-To in G3:
@deadlinewh
@nato
@kneerecon
@potus
@fbicolumbia
@senwhitehouse
@elonmusk
@thehill
@cbouzy
@walshfreedom

Top Replied-To in G4:

Top Replied-To in G5:
@activeasian
@clownworld_
@asiandawn4
@fighthaven
@timcast
@brookejenkinssf
@antiwhitewatch1
@twitterasians
@shiloh_pac
@viralnewsnyc

Top Replied-To in G6:
@simuliu
@michaelhenry4ag
@healthygamergg
@whyamihere0007
@annoyingaria
@bravesron
@systematicvol
@breaking911

Top Replied-To in G7:
@donaldjtrumpjr
@caseydesantis
@sfmjm
@scrowder
@gavinnewsom
@kourtneykardash
@michelleobama

Top Replied-To in G8:
@facebook
@blklivesmatter
@minjinlee11

Top Replied-To in G9:
@mrandyngo
@jackposobiec
@nascar
@bubbawallace
@lozzafox
@timothy03726811
@bobpockrass
@tfsf_
@23xiracing
@discohousechic1

Top Replied-To in G10:
@nycmayor
@setochungster
@ycinnewyork
@repjayapal

Top Mentioned
Top Mentioned in Entire Graph:
@firstthemnews
@ricksydney
@chooses_truth
@youtube
@gopchairwoman
@gop
@nyccouncil
@ycinnewyork
@marshablackburn
@bluddymarey

Top Mentioned in G1:
@firstthemnews
@mskittykattymc
@xkingxdingx

Top Mentioned in G2:
@ricksydney
@youtube
@gopchairwoman
@gop
@marshablackburn
@ronfilipkowski
@newsmax
@repfitzgerald
@frankenforiowa
@chuckgrassley

Top Mentioned in G3:
@chooses_truth
@mcfaul
@nicolledwallace
@elonmusk
@morning_joe
@kneerecon
@nato
@potus
@risepdx
@rinsana

Top Mentioned in G4:
@sendingmytweets
@duanepaulmurph
@bibliophilevic
@actiontime
@calililiindies
@trippynailtech

Top Mentioned in G5:
@firstthemnews
@activeasian
@shiloh_pac
@earthstream31
@asiandawn4
@cologne1312
@greenstream11
@brookejenkinssf
@nytimes
@sfchronicle

Top Mentioned in G6:
@nyccouncil
@ycinnewyork
@far_centrist
@tr00perr
@officialpacman
@breaking911
@nycspeakeradams
@alex1234667
@activeasian
@ignacio80271840

Top Mentioned in G7:
@elonmusk
@steveaoki
@sailorcheezy
@realchalamet
@govrondesantis
@sachabaroncohen
@gatenm123
@yannispappas
@hogbodysbargril
@disney

Top Mentioned in G8:
@ricksydney
@everydaywomenpc
@mrblackcat1069
@mtribue28
@msemmymorgan
@democraticinusa
@nlmcoalition
@blmaw
@lbgtq_community

Top Mentioned in G9:
@bubbawallace
@kylelarsonracin
@mrandyngo
@nascar
@23xiracing
@daddyjay85
@choeshow
@stop_this_evil
@cbellracing
@lvmotorspeedway

Top Mentioned in G10:
@nycmayor
@nycspeakeradams
@jumaanewilliams
@newyorkstateag
@grace4ny
@carlinarivera
@ebottcher
@firstthemnews
@allvultures
@setochungster

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@joni_looking
@s_total_s2
@thehill
@b1e56df9ce6549f
@dailymirror
@ecclesias
@business
@mcdonalds
@msavaarmstrong

Top Tweeters in G1:
@s_total_s2
@safetymentalst
@gimmedaskrilla
@thealiasbeing
@slimjim2123
@jstayskickinit
@blase_j
@sunni_in_socal
@sirdemby
@fuller_derek

Top Tweeters in G2:
@thehill
@b1e56df9ce6549f
@ecclesias
@frackhazreveal
@berlidge
@huffpost
@shell_loyd
@aworldoutofmind
@skynews
@loreyjeanene

Top Tweeters in G3:
@joni_looking
@youranonriots
@bubeeeee
@joncoopertweets
@mtv
@buell003
@tree4justice
@msnbc
@yahoonews
@jaketapper

Top Tweeters in G4:
@calililiindies
@duanepaulmurph
@stevebartin
@ignorancecosts1
@demetrehunter23
@landis_lain
@vaughnchicago
@psulioninsider
@mike_tzu_
@calnewseditor

Top Tweeters in G5:
@business
@mcdonalds
@cnbc
@nytimes
@latimes
@fox26houston
@nydailynews
@nytimesworld
@sfchronicle
@mcdonaldscorp

Top Tweeters in G6:
@ctvnews
@castlewalls2
@scottymcshotty
@flmomnygirl
@bigbrothernut
@profcseminar
@barrymosk
@townerman1
@whatwakeup
@denisbuchan

Top Tweeters in G7:
@dailymirror
@dailymailuk
@voguemagazine
@boygeorge
@logosaetos
@tiktok_us
@kristina_wong
@realdonaldtrump
@itsshangela
@steveaoki

Top Tweeters in G8:
@andrewmorrisuk
@laurapvignatti
@thebuffalonews
@motherjones
@davidudale
@zainabsc24
@rollingstone
@theblaze
@leftybotty
@mightyjoe0042

Top Tweeters in G9:
@lindamac12steps
@wsj
@1strantmedia
@4kuhaylanarabia
@bobpockrass
@olmktgpro
@crow31darkness
@jackposobiec
@nascar
@tyt

Top Tweeters in G10:
@walmart
@washingtonpost
@gma
@amtrak
@nypdnews
@repjayapal
@nycmayor
@jumaanewilliams
@rokhanna
@citybeautiful