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#AsianLivesMatter_2023-01-14_16-57-37.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 15, 2023
Short Description:
#AsianLivesMatter via NodeXL https://bit.ly/3iItjcP
@ricksydney
@chooses_truth
@activeasian
@grouptostophate
@davidudale
@klp723
@james51949893
@nbcnews
@youtube
@potus

Top hashtags:
#wtpblue
#asianlivesmatter
#demvoice1
#americans
#onev1
#blacklivesmatter

Description:
Description
The graph represents a network of 2,618 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 01:02 UTC.

The tweets in the network were tweeted over the 2510-day, 4-hour, 28-minute period from Monday, 29 February 2016 at 18:14 UTC to Friday, 13 January 2023 at 22:43 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 : 2618
Unique Edges : 2182
Edges With Duplicates : 10939
Total Edges : 13121
Number of Edge Types : 9
Retweet : 2988
MentionsInRetweet : 4730
MentionsInReplyTo : 1849
Replies to : 1189
Quote : 276
Tweet : 1312
Mentions : 448
MentionsInQuoteReply : 36
MentionsInQuote : 293
Self-Loops : 2850
Reciprocated Vertex Pair Ratio : 0.0169337768370124
Reciprocated Edge Ratio : 0.0333035979779958
Connected Components : 435
Single-Vertex Connected Components : 171
Maximum Vertices in a Connected Component : 1461
Maximum Edges in a Connected Component : 11049
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.033282
Graph Density : 0.000490855320138963
Modularity : 0.254669
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,618 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 01:02 UTC.

The tweets in the network were tweeted over the 2510-day, 4-hour, 28-minute period from Monday, 29 February 2016 at 18:14 UTC to Friday, 13 January 2023 at 22:43 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:
[78] https://www.youtube.com/watch?v=k1QveFPxbBg&feature=youtu.be

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

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

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

[15] https://www.youtube.com/watch?v=UpZZf7K12pU&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
[10] https://www.youtube.com/watch?v=2upYjhfcwEQ&feature=youtu.be

[9] https://twitter.com/citizens_sanity/status/1583832242220339200/video/1
[9] https://www.youtube.com/watch?v=XWQfDbbQv9E&feature=youtu.be


Top URLs in Tweet in G1:
[78] https://www.youtube.com/watch?v=k1QveFPxbBg&feature=youtu.be

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

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

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

[15] https://www.youtube.com/watch?v=UpZZf7K12pU&feature=youtu.be

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

[10] https://www.youtube.com/watch?v=2upYjhfcwEQ&feature=youtu.be

[9] https://www.youtube.com/watch?v=XWQfDbbQv9E&feature=youtu.be

[9] https://www.thenation.com/article/politics/capitol-trump-insurrection-explosions/
[9] https://www.youtube.com/watch?v=LAxsTJd7VCA&feature=youtu.be


Top URLs in Tweet in G2:
[5] https://twitter.com/Persona2Pants/status/1517862148248326146
[4] https://twitter.com/RawUnfiltered4/status/1515305168019116040/photo/1
[2] https://www.sfchronicle.com/sf/article/sfnext-poll-asian-community-17439551.php
[2] https://www.bbc.com/news/live/world-africa-60392223?ns_mchannel=social&ns_source=twitter&ns_campaign=bbc_live&ns_linkname=622079a70ce87e491a0ede23%26Ukraine%20opens%20hotline%20for%20Africans%20fleeing%20the%20war%262022-03-03T10%3A23%3A34.080Z&ns_fee=0&pinned_post_locator=urn%3Aasset%3A533c3a52-d3c8-4fdd-9041-308fb5006559&pinned_post_asset_id=622079a70ce87e491a0ede23&pinned_post_type=share&at_custom3=BBC%20Africa&at_custom1=[post%20type]&at_medium=custom7&at_custom4=2F9B27AA-9AE9-11EC-BB95-9F25BECD475E&at_custom2=twitter&at_campaign=64&fbclid=IwAR2meru-owr8LN4u3xklpdV_aArFYeItrwW_eY3kaHG66O-q9ZmtyLncl4E
[2] https://www.tiktok.com/
[2] https://twitter.com/CL0UDYK00/status/1510361469174665223/photo/1
[1] https://twitter.com/sugaryouknowm_e/status/1540456501638307842/photo/1
[1] https://twitter.com/TheSuperAmanda/status/1578503338936918016/photo/1
[1] https://twitter.com/tommi_daylan/status/1501398763365142533/photo/1
[1] https://equaliteez.redbubble.com/

Top URLs in Tweet in G3:
[4] https://twitter.com/Chooses_Truth/status/1583396933741445120
[3] https://twitter.com/SenWhitehouse/status/1549158069057343497
[3] https://twitter.com/JoshShapiroPA/status/1506026584016404481/photo/1
[2] https://www.dailymail.co.uk/news/article-6747247/Eight-Chinese-women-arrested-Floridas-statewide-investigation-international-sex-trafficking.html?ito=amp_twitter_share-top
[2] https://twitter.com/JTomaz12/status/1372366759424974853/photo/1
[2] https://www.youtube.com/watch?v=zFie7eCVOOw

[2] https://twitter.com/Chooses_Truth/status/1545002091265097729
[2] https://twitter.com/Chooses_Truth/status/1545002254515707904
[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

Top URLs in Tweet in G4:
[4] https://twitter.com/dailykandake/status/1566234504590671872/photo/1
[4] https://twitter.com/A_P_GQ/status/1585047691964579842/photo/1
[2] https://open.spotify.com/episode/3vasQXb5w00sFYkzJTopMp?si=P_fSobovS1mQsQelHToLvg
[1] https://twitter.com/dailykandake/status/1566234504590671872
[1] https://twitter.com/theipaper/status/1522456759255842818
[1] https://inews.co.uk/news/health/black-asian-britons-refused-covid-vaccine-faced-racial-discrimination-nhs-staff-1613520?utm_term=Autofeed&ito=social_itw_theipaper&utm_medium=Social&utm_source=Twitter#Echobox=1651813507
[1] https://twitter.com/MsEmmyMorgan/status/1527970286867464193/photo/1
[1] https://twitter.com/MsEmmyMorgan/status/1537573732813873153/video/1
[1] https://twitter.com/MsEmmyMorgan/status/1536672943920619520/video/1
[1] https://twitter.com/MsEmmyMorgan/status/1542094159053463554/photo/1

Top URLs in Tweet in G5:
[10] https://news.yahoo.com/fbi-warns-asian-business-owners-003345772.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[4] https://patrioticdemocrat2021.com/
[4] https://twitter.com/DemocraticInUSA/status/1550886152722595840/photo/1
[4] https://twitter.com/BLMAW/status/1516111870075318276/photo/1
[4] https://twitter.com/BLMAW/status/1501828178058391552/photo/1
[4] https://twitter.com/BLMAW/status/1605628371983007754/photo/1
[4] https://twitter.com/BLMAW/status/1523016398930587648/photo/1
[3] https://twitter.com/BLMAW/status/1508848141650612236/photo/1
[3] https://twitter.com/BLMAW/status/1595094012678897664/photo/1
[2] https://news.yahoo.com/trumps-jewish-allies-dinner-antisemites-125140586.html

Top URLs in Tweet in G6:
[4] https://twitter.com/MrAndyNgo/status/1504092602253168641/photo/1
[4] https://twitter.com/MrAndyNgo/status/1503694582395064321
[4] https://twitter.com/dianeg451/status/1513192070055346178/photo/1
[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/1512648443315077120/photo/1
[2] https://twitter.com/MrAndyNgo/status/1554367757726236673
[2] https://twitter.com/stillgray/status/1581867754491351041/video/1
[1] https://twitter.com/MrAndyNgo/status/1503694582395064321/video/1

Top URLs in Tweet in G7:
[8] https://twitter.com/citizens_sanity/status/1583832242220339200/video/1
[4] https://twitter.com/annoyingaria/status/1555812771668697088/photo/1
[1] https://nypost.com/2022/12/09/convicted-sex-offender-spews-anti-asian-slurs-during-nyc-council-meeting/
[1] https://twitter.com/RezaC1/status/1600980475907932160/video/1
[1] https://nypost.com/2022/05/31/asian-man-stabbed-on-nyc-subway-train-in-brooklyn-dispute/
[1] https://twitter.com/james51949893/status/1555955565158928389/video/1
[1] https://twitter.com/james51949893/status/1555956719968309249/video/1
[1] https://twitter.com/james51949893/status/1555956218279170050/video/1
[1] https://twitter.com/james51949893/status/1555955226389188609/video/1
[1] https://twitter.com/HealthyGamerGG/status/1555651092700086273/photo/1

Top URLs in Tweet in G8:
[2] https://twitter.com/Upinder33/status/1529815895366717440/photo/1
[1] https://twitter.com/BigRockCandyMo2/status/1552432122870517760/photo/1
[1] https://twitter.com/RepJayapal/status/1552421070975688706/photo/1
[1] https://twitter.com/POTUS/status/1533130590232485891/video/1
[1] https://twitter.com/POTUS/status/1500844897678598148/video/1
[1] https://twitter.com/POTUS/status/1506367910549368840/video/1
[1] https://twitter.com/POTUS/status/1512186186898493452/video/1
[1] https://twitter.com/POTUS/status/1545447455558406145/photo/1
[1] https://twitter.com/POTUS/status/1553429033668452353/video/1
[1] https://twitter.com/POTUS/status/1507742896820264962/photo/1

Top URLs in Tweet in G9:
[6] https://twitter.com/CeFaanKim/status/1503431671269531654
[4] https://twitter.com/EvelynYang/status/1503393328318005251
[3] https://twitter.com/InsomPoramin/status/1503611007842717698
[1] https://twitter.com/Far_Centrist/status/1365655775541153794/photo/1
[1] https://twitter.com/CeFaanKim/status/1508923213325258764/video/1
[1] https://twitter.com/CeFaanKim/status/1503431671269531654/video/1
[1] https://twitter.com/kbaeiim/status/1376804905575325702
[1] https://twitter.com/kbaeiim/status/1376804905575325702/video/1
[1] https://twitter.com/XmanNYC71/status/1604626242296315906/photo/1
[1] https://twitter.com/XmanNYC71/status/1503585760934510599/photo/1

Top URLs in Tweet in G10:
[3] https://twitter.com/QWotkins/status/1304978842055061504/photo/1
[2] https://twitter.com/activeasian/status/1530956890619817984
[1] https://twitter.com/activeasian/status/1602685422521307141/video/1
[1] https://twitter.com/activeasian/status/1500513116634816512/video/1
[1] https://twitter.com/activeasian/status/1549575284747149312/video/1
[1] https://twitter.com/activeasian/status/1549593583317004288/video/1
[1] https://twitter.com/activeasian/status/1526403394725785600/video/1
[1] https://twitter.com/activeasian/status/1544711834657206274/photo/1
[1] https://twitter.com/activeasian/status/1530956890619817984/video/1
[1] https://twitter.com/RezaC1/status/1600980475907932160/video/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1380] twitter.com
[660] youtube.com
[30] democracynow.org
[21] yahoo.com
[21] theguardian.com
[20] wikipedia.org
[18] ballotpedia.org
[18] trib.al
[16] instagram.com
[13] co.uk

Top Domains in Tweet in G1:
[585] youtube.com
[423] twitter.com
[30] democracynow.org
[19] theguardian.com
[19] wikipedia.org
[18] ballotpedia.org
[12] pbs.org
[9] thenation.com
[9] trib.al
[8] cbsnews.com

Top Domains in Tweet in G2:
[71] twitter.com
[8] youtube.com
[4] instagram.com
[3] co.uk
[2] sfchronicle.com
[2] bbc.com
[2] linkedin.com
[2] cbsnews.com
[2] nytimes.com
[2] tiktok.com

Top Domains in Tweet in G3:
[105] twitter.com
[36] youtube.com
[4] aljazeera.com
[3] co.uk
[3] straitstimes.com
[2] trib.al
[2] thejc.com
[2] cnn.com
[2] justice.gov
[1] actblue.com

Top Domains in Tweet in G4:
[49] twitter.com
[2] spotify.com
[2] theguardian.com
[1] co.uk
[1] wikipedia.org
[1] danielpluslauren.com
[1] nbcnews.com
[1] nbcnewyork.com
[1] ga.gov
[1] substack.com

Top Domains in Tweet in G5:
[117] twitter.com
[12] yahoo.com
[4] patrioticdemocrat2021.com
[3] trib.al
[3] nbcnews.com
[2] youtube.com
[1] cbc.ca
[1] cnbc.com

Top Domains in Tweet in G6:
[52] twitter.com
[6] youtube.com
[1] thepostmillennial.com
[1] yahoo.com
[1] locals.com
[1] earthtouchnews.com
[1] foxcarolina.com
[1] nytimes.com

Top Domains in Tweet in G7:
[19] twitter.com
[2] nypost.com
[1] bandainamcoent.com

Top Domains in Tweet in G8:
[42] twitter.com
[1] nbcwashington.com
[1] foxnews.com
[1] koin.com
[1] nyhistory.org

Top Domains in Tweet in G9:
[27] twitter.com
[2] asianjusticemovement.org
[1] youtube.com

Top Domains in Tweet in G10:
[45] twitter.com
[1] asian-dawn.com
[1] nydailynews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2571] wtpblue
[2518] asianlivesmatter
[2408] demvoice1
[2090] americans
[1863] onev1
[1565] blacklivesmatter
[1463] freshresists
[1193] freshvoicesrise
[970] dems4usa
[914] nativeamericans



Top Hashtags in Tweet in G1:
[2452] wtpblue
[2295] demvoice1
[1975] americans
[1768] onev1
[1397] freshresists
[1139] freshvoicesrise
[967] asianlivesmatter
[941] dems4usa
[908] nativeamericans
[895] blacklivesmatter

Top Hashtags in Tweet in G2:
[187] asianlivesmatter
[71] blacklivesmatter
[24] stopasianhate
[23] whitelivesmatter
[20] alllivesmatter
[15] stopracism
[14] american
[13] blm
[8] asian
[7] translivesmatter

Top Hashtags in Tweet in G3:
[361] legitpardonsonly
[361] canceldrugculture
[359] policelivesmatter
[358] cancelheroin
[358] cancelcrack
[358] cancelmeth
[344] cancelopioids
[294] asianlivesmatter
[274] blacklivesmatter
[265] whitelivesmatter

Top Hashtags in Tweet in G4:
[67] asianlivesmatter
[50] wtpblue
[49] demvoice1
[47] blacklivesmatter
[47] americans
[45] onev1
[30] freshresists
[26] freshvoicesrise
[24] pride
[15] pbs

Top Hashtags in Tweet in G5:
[117] asianlivesmatter
[62] blacklivesmatter
[60] blm
[59] potus
[58] president
[58] vp
[57] joebiden
[57] kamalaharris
[57] wtpblue
[54] nancypelosi

Top Hashtags in Tweet in G6:
[49] asianlivesmatter
[17] stopasianhate
[9] blm
[7] blacklivesmatter
[7] stopasianhatecrimes
[5] stopaapihate
[4] asiansarehuman
[4] asiansarehumans
[3] alllivesmatter
[3] alm

Top Hashtags in Tweet in G7:
[18] asianlivesmatter
[7] blackhypocrisy
[6] blm
[2] onlyblacklivesmatter
[1] whitesupremacy
[1] democrats
[1] republicans
[1] stopblackonasianhate

Top Hashtags in Tweet in G8:
[26] asianlivesmatter
[5] blacklivesmatter
[5] suga
[4] unitedstatesofamerica
[4] bts
[4] jungkook
[4] stayalivebyjungkook
[4] jungkook_stayalive
[4] jk
[4] stayalive

Top Hashtags in Tweet in G9:
[48] asianlivesmatter
[19] blacklivesmatter
[13] stopasianhate
[6] newyork
[5] sunday
[5] bethematch
[5] bonemarrow
[5] match
[4] stopasianhatecrimes
[4] breakthesilence

Top Hashtags in Tweet in G10:
[50] asianlivesmatter
[11] blackprivilege
[7] stopasianhate
[5] stopaapihate
[4] racism
[3] sanfrancisco
[3] blackonasiancrime
[3] asianvotersmatter
[3] sf
[2] california

Top Words
Top Words in Tweet in Entire Graph:
[2586] #wtpblue
[2518] #asianlivesmatter
[2423] #demvoice1
[2101] #americans
[2049] ricksydney
[1863] #onev1
[1565] #blacklivesmatter
[1463] #freshresists
[1193] #freshvoicesrise
[970] #dems4usa

Top Words in Tweet in G1:
[2467] #wtpblue
[2310] #demvoice1
[1986] #americans
[1910] ricksydney
[1768] #onev1
[1397] #freshresists
[1139] #freshvoicesrise
[967] #asianlivesmatter
[941] #dems4usa
[908] #nativeamericans

Top Words in Tweet in G2:
[187] #asianlivesmatter
[71] #blacklivesmatter
[35] asian
[28] matter
[26] lives
[24] #stopasianhate
[23] #whitelivesmatter
[20] #alllivesmatter
[18] people
[17] black

Top Words in Tweet in G3:
[362] #legitpardonsonly
[362] #canceldrugculture
[359] #cancelheroin
[359] #cancelcrack
[359] #cancelmeth
[359] #policelivesmatter
[345] #cancelopioids
[294] #asianlivesmatter
[274] #blacklivesmatter
[265] #whitelivesmatter

Top Words in Tweet in G4:
[67] #asianlivesmatter
[54] ricksydney
[50] #wtpblue
[49] #demvoice1
[47] #americans
[47] #blacklivesmatter
[45] #onev1
[30] #freshresists
[26] #freshvoicesrise
[24] #pride

Top Words in Tweet in G5:
[117] #asianlivesmatter
[62] #blacklivesmatter
[61] ricksydney
[60] #blm
[59] #potus
[58] #vp
[58] #president
[57] #joebiden
[57] #wtpblue
[57] #kamalaharris

Top Words in Tweet in G6:
[49] #asianlivesmatter
[21] asian
[17] black
[17] mrandyngo
[17] #stopasianhate
[11] woman
[9] asians
[9] #blm
[7] people
[7] old

Top Words in Tweet in G7:
[140] asians
[71] hate
[69] calling
[69] racists
[69] china
[69] nyccouncil
[69] against
[69] violence
[69] speech
[69] incites

Top Words in Tweet in G8:
[26] #asianlivesmatter
[15] asian
[12] hate
[11] potus
[9] more
[9] bts_twt
[9] white
[8] house
[7] anti
[7] americans

Top Words in Tweet in G9:
[48] #asianlivesmatter
[21] asian
[19] #blacklivesmatter
[16] black
[13] #stopasianhate
[13] ท
[12] ยกร
[11] incidences
[11] 10
[11] วยก

Top Words in Tweet in G10:
[52] black
[50] #asianlivesmatter
[44] asian
[24] asians
[14] supremacy
[14] hate
[13] activeasian
[12] racism
[11] white
[11] #blackprivilege

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2360] #wtpblue,#demvoice1
[2069] #demvoice1,#americans
[1848] #americans,#onev1
[1455] #onev1,#freshresists
[1186] #freshresists,#freshvoicesrise
[951] #freshvoicesrise,#dems4usa
[882] #asianlivesmatter,#nativeamericans
[863] #nativeamericans,#blacklivesmatter
[846] #blacklivesmatter,#jewish
[790] #jewish,#jewishlivesmatter

Top Word Pairs in Tweet in G1:
[2250] #wtpblue,#demvoice1
[1966] #demvoice1,#americans
[1753] #americans,#onev1
[1389] #onev1,#freshresists
[1132] #freshresists,#freshvoicesrise
[922] #freshvoicesrise,#dems4usa
[878] #asianlivesmatter,#nativeamericans
[863] #nativeamericans,#blacklivesmatter
[846] #blacklivesmatter,#jewish
[790] #jewish,#jewishlivesmatter

Top Word Pairs in Tweet in G2:
[43] #blacklivesmatter,#asianlivesmatter
[23] 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 G3:
[360] #legitpardonsonly,#canceldrugculture
[359] #cancelheroin,#cancelcrack
[359] #canceldrugculture,#cancelheroin
[359] #cancelcrack,#cancelmeth
[345] #cancelmeth,#cancelopioids
[306] #cancelopioids,#policelivesmatter
[265] #policelivesmatter,#blacklivesmatter
[264] #asianlivesmatter,#nativeamericanlivesmatter
[263] #blacklivesmatter,#whitelivesmatter
[263] #whitelivesmatter,#asianlivesmatter

Top Word Pairs in Tweet in G4:
[49] #wtpblue,#demvoice1
[47] #demvoice1,#americans
[45] #americans,#onev1
[30] #onev1,#freshresists
[26] #freshresists,#freshvoicesrise
[15] 2022,#wtpblue
[15] #blacklivesmatter,#asianlivesmatter
[15] ricksydney,#pbs
[13] #pride,#pridemonth
[12] #pbs,pbs

Top Word Pairs in Tweet in G5:
[58] #president,#vp
[57] #potus,#joebiden
[57] #vp,#potus
[54] #kamalaharris,#nancypelosi
[54] #joebiden,#kamalaharris
[53] #wtpblue,#demvoice1
[52] #nancypelosi,#chuckschumer
[50] #demvoice1,#americans
[47] #americans,#onev1
[46] #democrats,#dnc

Top Word Pairs in Tweet in G6:
[6] #asianlivesmatter,#stopasianhate
[6] year,old
[5] saturday,month
[5] asian,woman
[4] asian,american
[4] mrandyngo,happened
[4] #asiansarehuman,#asiansarehumans
[4] happened,#asianlivesmatter
[4] black,male
[4] #stopasianhate,#stopasianhatecrimes

Top Word Pairs in Tweet in G7:
[69] asians,nyccouncil
[69] incites,violence
[69] hate,speech
[69] racists,china
[69] violence,against
[69] hk,hate
[69] china,hk
[69] calling,asians
[69] speech,incites
[69] against,asians

Top Word Pairs in Tweet in G8:
[8] asian,hate
[7] white,house
[6] anti,asian
[5] hate,crimes
[4] #jk,#suga
[4] jungkook,bts_twt
[4] #stayalive,#stayaliveprodsuga
[4] alive,jungkook
[4] #suga,#stayalive
[4] bts_twt,#jungkook

Top Word Pairs in Tweet in G9:
[10] doj,10
[10] comprehensive,data
[10] asian,black
[10] incidences,asian
[10] according,comprehensive
[10] fewer,incidences
[10] available,doj
[10] 10,fewer
[10] data,available
[9] าล,กฮ

Top Word Pairs in Tweet in G10:
[13] black,supremacy
[7] san,francisco
[7] #blackprivilege,#asianlivesmatter
[7] asian,women
[5] black,asian
[5] white,racism
[5] black,privilege
[5] anti,white
[4] terrywatnis,black
[4] photo,stop

Top Replied-To
Top Replied-To in Entire Graph:
@gopchairwoman
@gop
@marshablackburn
@thehill
@ronfilipkowski
@potus
@kneerecon
@mrandyngo
@mcfaul
@senwhitehouse

Top Replied-To in G1:
@gopchairwoman
@gop
@marshablackburn
@ronfilipkowski
@thehill
@youtube
@lakotaman1
@leadermcconnell
@spbmckenna
@sen_joemanchin

Top Replied-To in G2:

Top Replied-To in G3:
@kneerecon
@potus
@mcfaul
@yasminmsnbc
@senwhitehouse
@fbicolumbia
@nikkeiasia
@morning_joe
@deadlinewh
@thehill

Top Replied-To in G4:
@minjinlee11
@cefaankim
@danieldaekim
@blklivesmatter
@potus
@sea_progressive
@macfarlanenews

Top Replied-To in G5:
@nbcnews
@geesungee
@cnn
@keeleyfox29
@lachevron
@occupydemocrats
@wkbw
@ronfilipkowski
@andreax220
@dennisjromero

Top Replied-To in G6:
@mrandyngo
@jackposobiec
@elonmusk
@smilebackbymac
@naacp
@downsign
@discohousechic1
@tfsf_
@lozzafox
@syissle

Top Replied-To in G7:
@michaelhenry4ag
@whyamihere0007
@simuliu
@annoyingaria
@healthygamergg

Top Replied-To in G8:
@potus
@nycmayor
@repjayapal
@purduenorthwest
@joebiden
@bts_bighit
@fbiwfo
@mayorbowser
@mtv
@janauc

Top Replied-To in G9:
@cefaankim
@nikkii_est
@malyndahale
@harmlessyarddog

Top Replied-To in G10:
@activeasian
@dionlimtv
@timcast
@viralnewsnyc
@twitterasians
@deathnoteb
@___peder
@jttriguero
@asiandawn4

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

Top Mentioned in G1:
@ricksydney
@gop
@gopchairwoman
@youtube
@marshablackburn
@sen_joemanchin
@ronfilipkowski
@thehill
@tedcruz
@sentedcruz

Top Mentioned in G2:
@sendingmytweets
@duanepaulmurph
@actiontime
@calililiindies
@bibliophilevic
@cl0udyk00
@karasuwich1

Top Mentioned in G3:
@chooses_truth
@morning_joe
@rinsana
@yasminv
@repaoc
@reppressley
@keepitrealtea
@mcfaul
@repcori
@jamaalbowmanny

Top Mentioned in G4:
@ricksydney
@everydaywomenpc
@lbgtq_community
@msemmymorgan
@mtribue28
@nlmcoalition
@blklivesmatter
@lvec_usa
@unitethepoor
@reverendwarnock

Top Mentioned in G5:
@ricksydney
@risepdx
@mrblackcat1069
@democraticinusa
@nbcnews
@cnn
@unitethepoor
@thedailyshow
@zainabsc24

Top Mentioned in G6:
@mrandyngo
@daddyjay85
@choeshow
@paloaltopolice
@aaja
@blmla
@ukblm
@stop_this_evil
@nypdtips
@slate

Top Mentioned in G7:
@nyccouncil
@ycinnewyork
@tr00perr
@officialpacman
@nycspeakeradams
@activeasian
@alex1234667

Top Mentioned in G8:
@bts_twt
@potus
@bts_bighit
@joebiden
@tonyann_
@aclu
@ncapatweets
@rokhanna
@repjayapal
@govkathyhochul

Top Mentioned in G9:
@far_centrist
@itsmarch12
@xmannyc71
@cefaankim
@kooperk_
@nikkii_est
@suzthaz
@misschevousn
@glassesriflewar
@jakuwwu

Top Mentioned in G10:
@dionlimtv
@activeasian
@terrywatnis
@yatamoren666
@paulguynj
@nydia_han
@6abc
@sfmta_muni
@gkentphoto
@twitterasians

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@joni_looking
@kenkircher1
@bannerite
@thehill
@b1e56df9ce6549f
@ecclesias
@business
@mcdonalds
@eykis

Top Tweeters in G1:
@bannerite
@thehill
@b1e56df9ce6549f
@ecclesias
@eykis
@aprylsmithts
@windmillcharger
@frackhazreveal
@janattheocean
@ajgma

Top Tweeters in G2:
@calililiindies
@incognito_g
@simonswsim2323
@duanepaulmurph
@stevebartin
@karasuwich1
@ignorancecosts1
@vaughnchicago
@tainted_sky
@psulioninsider

Top Tweeters in G3:
@keepitrealtea
@skynews
@foxnews
@mailonline
@bubeeeee
@joncoopertweets
@ajenglish
@tree4justice
@nials5
@sbh08mae

Top Tweeters in G4:
@cherokeenative3
@theipaper
@motherjones
@bigdontee
@davidudale
@theblaze
@people4bernie
@reddysalina
@girlsreallyrule
@sophieresists

Top Tweeters in G5:
@business
@youranonriots
@andrewmorrisuk
@cnbc
@fox29philly
@fox26houston
@cnn
@nbcnews
@buell003
@nytimesworld

Top Tweeters in G6:
@businessinsider
@slate
@lindamac12steps
@theatlantic
@1strantmedia
@4kuhaylanarabia
@rollingstone
@crow31darkness
@jackposobiec
@popsci

Top Tweeters in G7:
@castlewalls2
@scottymcshotty
@flmomnygirl
@profcseminar
@puppykhan
@barrymosk
@whatwakeup
@townerman1
@tr00perr
@denisbuchan

Top Tweeters in G8:
@joni_looking
@ani
@mtv
@koinnews
@amacutnso
@spiceyempress
@p3driver
@rettiwtgmm
@sukasukasuga_
@aclu

Top Tweeters in G9:
@puk_xoxo
@852myway
@schnappiliu
@baloglogg
@gcksw
@grattodanny
@sayypeach
@bayalden
@itsmarch12
@harmlessyarddog

Top Tweeters in G10:
@mcdonalds
@nydailynews
@6abc
@britpop86
@mcdonaldscorp
@davidho71155831
@frankdeadly
@sfmta_muni
@siciliansapien1
@polgara28951124