AAPI, Twitter, 1/31/2022 12:21:10 AM, 270970


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AAPI_2022-01-30_15-54-02.xlsx
AAPI_2022-01-30_15-54-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 31, 2022
Short Description:
AAPI via NodeXL https://bit.ly/3L8sd3F
@potus
@dioknoed
@navjeevanexp
@napawf
@setochungster
@dionlimtv
@aapi_chrissy
@aapivictoryfund
@presssec
@tify330

Top hashtags:
#aapi
#rashamidesai
#stopasianhate
#votingrights
#rashamiistheboss
#bbqueenrashami
#foxnews

Description:
Description
The graph represents a network of 7,657 Twitter users whose tweets in the requested range contained "AAPI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 31 January 2022 at 00:04 UTC.

The requested start date was Saturday, 29 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 7-day, 20-hour, 1-minute period from Thursday, 20 January 2022 at 19:13 UTC to Friday, 28 January 2022 at 15:14 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 Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 7657
Unique Edges : 5598
Edges With Duplicates : 10864
Total Edges : 16462
Number of Edge Types : 5
Retweet : 4320
MentionsInRetweet : 6577
Replies to : 1563
Tweet : 1435
Mentions : 2567
Self-Loops : 1486
Reciprocated Vertex Pair Ratio : 0.0320089535534415
Reciprocated Edge Ratio : 0.062032317536059
Connected Components : 1331
Single-Vertex Connected Components : 631
Maximum Vertices in a Connected Component : 2570
Maximum Edges in a Connected Component : 7512
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.462811
Graph Density : 0.000157295917204588
Modularity : 0.560566
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,657 Twitter users whose tweets in the requested range contained "AAPI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 31 January 2022 at 00:04 UTC.

The requested start date was Saturday, 29 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 7-day, 20-hour, 1-minute period from Thursday, 20 January 2022 at 19:13 UTC to Friday, 28 January 2022 at 15:14 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 Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[237] https://www.foxnews.com/us/san-francisco-da-chesa-boudin-sued-asian-attack-victim-anti-aapi-hate-crimes
[53] https://www.theguardian.com/us-news/2022/jan/26/san-francisco-increase-hate-crime-anti-asian-aapi
[26] https://www.theguardian.com/us-news/2022/jan/26/san-francisco-increase-hate-crime-anti-asian-aapi?CMP=Share_iOSApp_Other
[13] https://www.theguardian.com/us-news/2022/jan/26/san-francisco-increase-hate-crime-anti-asian-aapi?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1643238708
[13] https://www.ktvu.com/news/aapi-hate-crimes-up-500-last-year-one-person-responsible-for-half-the-cases-sfpd-says
[11] https://www.cnn.com/2022/01/25/entertainment/olivia-munn-asian-hate-zoom-bomb-cec/index.html
[8] https://trib.al/vdfkqOk
[7] https://www.sfchronicle.com/bayarea/article/That-is-alarming-S-F-hate-crimes-against-16803806.php
[7] https://www.eventbrite.com/e/building-a-reflective-democracy-with-the-asian-american-power-network-registration-225629181957
[6] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G1:
[184] https://www.foxnews.com/us/san-francisco-da-chesa-boudin-sued-asian-attack-victim-anti-aapi-hate-crimes
[30] https://www.theguardian.com/us-news/2022/jan/26/san-francisco-increase-hate-crime-anti-asian-aapi
[10] https://www.theguardian.com/us-news/2022/jan/26/san-francisco-increase-hate-crime-anti-asian-aapi?CMP=Share_iOSApp_Other
[9] https://www.cnn.com/2022/01/25/entertainment/olivia-munn-asian-hate-zoom-bomb-cec/index.html
[7] https://trib.al/vdfkqOk
[6] https://www.ktvu.com/news/aapi-hate-crimes-up-500-last-year-one-person-responsible-for-half-the-cases-sfpd-says
[5] https://www.buzzfeed.com/larryfitzmaurice/olivia-munn-aapi-seminar-racist-attack
[4] https://www.nbcnews.com/pop-culture/pop-culture-news/olivia-munn-says-experienced-zoombombing-call-aapi-community-members-rcna13598
[4] https://stopaapihate.org
[3] https://www.sfchronicle.com/bayarea/article/That-is-alarming-S-F-hate-crimes-against-16803806.php

Top URLs in Tweet in G2:
[5] https://seattlerefined.com/fashion-beauty/domo-collective-aapi-makers-very-asian-movement-seattle
[3] https://very-asian.com/
[3] https://www.forbes.com/sites/annahaines/2022/01/26/aapi-creators-and-beauty-entrepreneurs-stand-together-against-anti-asian-hate/
[3] https://nextshark.com/sf-officials-to-increase-law-enforcement-for-lunar-new-year/
[3] https://etcanada.com/news/860620/olivia-munn-has-a-message-for-a-racist-aapi-webinar-hacker-these-malicious-acts-will-not-stop-the-conversation/
[2] https://docs.google.com/document/d/1knCsAQRGgKKFmTT44bv9nlZ8eJgHy9EqTH6_61dRtIU/edit
[2] https://twitter.com/TheEllenShow/status/1483884093913780226
[2] https://twitter.com/NAPAWF/status/1485761017510465536
[2] https://www.thedailybeast.com/olivia-munn-speaks-out-after-hacker-zoom-bombed-her-aapi-gathering-with-racist-images
[2] https://twitter.com/danieldaekim/status/1486171651695775747

Top URLs in Tweet in G3:
[13] https://www.foxnews.com/us/san-francisco-da-chesa-boudin-sued-asian-attack-victim-anti-aapi-hate-crimes
[6] https://www.ktvu.com/news/aapi-hate-crimes-up-500-last-year-one-person-responsible-for-half-the-cases-sfpd-says
[4] https://www.ktvu.com/news/aapi-hate-crimes-up-500-last-year-one-person-responsible-for-half-the-cases-sfpd-says?taid=61f0b911dfb48e0001110dba&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[4] https://www.ktvu.com/news/aapi-hate-crimes-up-500-last-year-one-person-responsible-for-half-the-cases-sfpd-says?taid=61f12e611673170001ca7f0a&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[3] https://abc7news.com/aapi-crime-sf-stop-hate-statistics-san-francisco-mayor-london-breed/11508168/
[3] https://twitter.com/lihanlihan/status/1486063404909404162
[2] https://abc7news.com/aapi-crime-sf-stop-hate-statistics-san-francisco-mayor-london-breed/11508168/?ex_cid=TA_KGO_TW&taid=61f0465c49091a00015a0841&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.nbcbayarea.com/news/local/san-francisco/asian-american-advocacy-group-plans-to-file-lawsuit-against-san-francisco-das-office/2788636/?_osource=db_npd_nbc_kntv_twt_shr
[2] https://twitter.com/windnewspaper/status/1486600111278882817
[2] https://sanfrancisco.cbslocal.com/2022/01/25/asian-american-attacks-hate-crimes-san-francisco-mayor-breed-police-lunar-new-year/

Top URLs in Tweet in G4:
[1] https://twitter.com/jalaibibaby/status/1484268219946967047
[1] https://twitter.com/Aashi_76/status/1484401051373613058

Top URLs in Tweet in G5:
[1] https://www.magiceden.io/auction/vaxxed_doggo
[1] https://magiceden.io/auction/vaxxed_doggo

Top URLs in Tweet in G7:
[3] https://aapivictoryfund.com/aapi-victory-fund-north-carolina-senate-democratic-whip-jay-chaudhuri-endorse-cheri-beasley-for-senate/
[2] https://www.npr.org/2022/01/20/1074296368/why-texas-election-officials-are-rejecting-hundreds-of-vote-by-mail-applications?link_id=5&can_id=4079adafeda0530e4cd5cca4d675ca8a&source=email-aapi-news-digest-117-honor-dr-king-by-protecting-our-voting-rights-2&email_referrer=email_1417056&email_subject=aapi-news-digest-124-protecting-voting-and-abortion-rights
[2] https://us02web.zoom.us/webinar/register/WN_tlw-O9iJQgKg1bRF6ngkvg
[2] https://twitter.com/shawnarchen/status/1484235961659576320
[2] https://twitter.com/Barbie/status/1484583571671166986
[2] https://www.wga.org/writers-room/features-columns/3rd-fairfax-podcast
[2] https://aapivictoryfund.com/aapi-victory-fund-and-indian-american-impact-fund-endorse-history-making-congressional-candidates-nida-allam-and-kesha-ram-hinsdale/
[2] https://dioknoed.blogspot.com/2022/01/president-says-kamala-harris-will.html
[1] https://www.apiavote.org/blog/internetconnectivity
[1] https://www.axios.com/tongan-americans-aapi-biden-aid-climate-response-6ba63ad3-d516-4dfe-8161-756d1c385412.html

Top URLs in Tweet in G8:
[2] https://twitter.com/dccc/status/1486826349587312640
[1] https://www.youtube.com/watch?v=8i2P3_ikg1o&feature=youtu.be

[1] https://twitter.com/BuzzFeedNews/status/1486757985951133699

Top URLs in Tweet in G9:
[1] https://www.vox.com/2016/5/25/11682950/fisher-supreme-court-white-women-affirmative-action
[1] https://twitter.com/ColettePhillips/status/1485784395583823877
[1] https://twitter.com/ajplus/status/1486248917998059523
[1] https://twitter.com/geechee4yodaddy/status/1484152328638939143

Top URLs in Tweet in G10:
[1] https://twitter.com/meidastouch/status/1485771860281217025
[1] https://twitter.com/lifesafeast/status/1486725194945163267
[1] https://twitter.com/BlackKnight10k/status/1486877119523299328
[1] https://twitter.com/tpostmillennial/status/1485790669687902213
[1] https://www.thedailybeast.com/madison-cawthorn-cleans-gun-during-veterans-affairs-hearing
[1] https://twitter.com/shannonrwatts/status/1485399311378575364
[1] https://www.rawstory.com/sean-hannity-january-6-playbook/
[1] https://www.cnn.com/2022/01/19/politics/supreme-court-trump-white-house-docs/index.html
[1] https://twitter.com/meidastouch/status/1484133615361351682
[1] https://twitter.com/ResusCGMedia/status/1485956135827898368

Top Domains
Top Domains in Tweet in Entire Graph:
[305] twitter.com
[243] foxnews.com
[102] theguardian.com
[29] ktvu.com
[26] youtube.com
[22] cnn.com
[22] trib.al
[16] buzzfeed.com
[16] axios.com
[16] nbcnews.com

Top Domains in Tweet in G1:
[187] foxnews.com
[71] twitter.com
[41] theguardian.com
[12] cnn.com
[12] buzzfeed.com
[9] trib.al
[7] stopaapihate.org
[7] ktvu.com
[6] nbcnews.com
[6] patch.com

Top Domains in Tweet in G2:
[22] twitter.com
[6] forbes.com
[6] nextshark.com
[5] seattlerefined.com
[3] very-asian.com
[3] stopaapihate.org
[3] nbcnews.com
[3] youtube.com
[3] etcanada.com
[2] google.com

Top Domains in Tweet in G3:
[19] ktvu.com
[17] twitter.com
[13] foxnews.com
[7] abc7news.com
[4] sfchronicle.com
[3] nbcbayarea.com
[2] cbslocal.com
[2] facebook.com
[1] ecragroup.com
[1] marinatimes.com

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[2] magiceden.io

Top Domains in Tweet in G7:
[9] twitter.com
[5] aapivictoryfund.com
[5] blogspot.com
[2] npr.org
[2] zoom.us
[2] wga.org
[2] nationalace.org
[1] apiavote.org
[1] axios.com
[1] mailchi.mp

Top Domains in Tweet in G8:
[3] twitter.com
[1] youtube.com

Top Domains in Tweet in G9:
[3] twitter.com
[1] vox.com

Top Domains in Tweet in G10:
[8] twitter.com
[1] thedailybeast.com
[1] rawstory.com
[1] cnn.com
[1] dailykos.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[560] aapi
[160] rashamidesai
[120] stopasianhate
[105] votingrights
[102] rashamiistheboss
[102] bbqueenrashami
[88] foxnews
[86] veryasian
[82] nft
[51] stopaapihate



Top Hashtags in Tweet in G1:
[72] foxnews
[63] aapi
[16] stopasianhate
[15] asian
[14] podcast
[12] asianamerican
[8] representationmatters
[7] diversity
[6] diversityandinclusion
[6] hate

Top Hashtags in Tweet in G2:
[75] veryasian
[42] aapi
[23] stopasianhate
[11] education
[10] stopaapihate
[9] florida
[8] asianamerican
[6] seeusunite
[5] usa
[4] swag

Top Hashtags in Tweet in G3:
[38] aapi
[25] sanfrancisco
[16] lunarnewyear
[8] stopaapihate
[8] sfusd
[4] stopasianhate
[3] stopasianhatecrimes
[3] students
[3] asianamericans
[3] sfjcrc

Top Hashtags in Tweet in G4:
[1] yaallah
[1] jummamubarak
[1] both

Top Hashtags in Tweet in G5:
[29] magicedenlaunchpad
[1] stopasianhate

Top Hashtags in Tweet in G6:
[1] umarriaz
[1] asimriaz

Top Hashtags in Tweet in G7:
[43] aapi
[24] publiccharge
[10] vt
[8] stevenyuen
[8] minari
[5] aapistrong
[4] aapiwomen
[3] modelminoritymyth
[3] bidenharris
[3] ammwec

Top Hashtags in Tweet in G8:
[104] votingrights
[37] joebiden
[37] kamalaharris
[19] lgbtq
[4] aapi
[2] demvoice1
[1] secretaryofarstate
[1] voterregistration
[1] trans
[1] ca48

Top Hashtags in Tweet in G9:
[4] juneteenth
[4] indigenouspeoplesday
[2] aapi
[2] joebiden
[2] kamalaharris
[1] wmnhist
[1] lunarnewyear
[1] representationmatters
[1] boston

Top Hashtags in Tweet in G10:
[26] twillerfriends
[19] resistanceunited
[4] mitchplease
[4] wtpblue
[3] vetsresist
[2] mtgisadisgrace
[2] boebertisadisgrace
[2] clowns
[2] resigncawthorn
[2] tfg

Top Words
Top Words in Tweet in Entire Graph:
[4244] aapi
[1330] hate
[1155] asian
[915] community
[863] crimes
[681] anti
[621] 567
[581] san
[561] #aapi
[547] francisco

Top Words in Tweet in G1:
[540] aapi
[311] hate
[278] asian
[247] crimes
[212] 567
[200] anti
[200] san
[196] back
[196] francisco
[190] attack

Top Words in Tweet in G2:
[258] aapi
[115] asian
[108] napawf
[96] women
[90] michellelitv
[87] community
[81] hate
[78] anti
[75] #veryasian
[72] aaja

Top Words in Tweet in G3:
[323] aapi
[228] crimes
[222] hate
[153] against
[111] sf
[103] office
[99] targeting
[97] community
[97] group
[94] over

Top Words in Tweet in G4:
[231] aap_ki_aapi
[53] salam
[49] و
[46] م
[45] aapi
[42] ل
[38] you_ki_aapi
[33] ر
[28] ع
[25] hai

Top Words in Tweet in G5:
[362] 69
[309] vaxxeddoggos
[275] bid
[192] ventex1000
[188] community
[185] doggo
[184] congrats
[183] vaxxed
[182] winning
[182] lny

Top Words in Tweet in G6:
[246] umar
[246] going
[246] jammu
[246] finally
[246] gonna
[246] spend
[246] time
[246] wid
[246] mumma
[246] riaz

Top Words in Tweet in G7:
[69] aapi
[56] potus
[52] community
[50] american
[43] #aapi
[42] relief
[38] asian
[35] americans
[35] year
[29] 22

Top Words in Tweet in G8:
[134] protect
[133] former
[133] election
[133] commissioner
[133] running
[133] arkansas
[133] state
[131] joshforarkansas
[104] #votingrights
[102] democrat

Top Words in Tweet in G9:
[89] black
[84] aapi
[80] white
[78] jamesmwilliam18
[72] one
[63] made
[59] number
[58] matter
[58] fact
[58] quotas

Top Words in Tweet in G10:
[118] aapi_chrissy
[95] smallblackbirds
[95] coryeaster
[94] gdad1
[87] joannmay91
[59] resister1789
[56] puparazzzi
[55] millierizwan
[55] ashton747
[53] iggy_breathe

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[816] hate,crimes
[570] aapi,hate
[547] san,francisco
[465] aapi,community
[437] anti,aapi
[344] sued,turning
[343] turning,back
[343] victim,anti
[339] attack,victim
[339] crimes,soar

Top Word Pairs in Tweet in G1:
[241] hate,crimes
[210] aapi,hate
[196] san,francisco
[174] anti,aapi
[174] chesa,boudin
[170] boudin,sued
[170] sued,turning
[169] turning,back
[169] back,asian
[169] crimes,soar

Top Word Pairs in Tweet in G2:
[85] aapi,women
[72] anti,asian
[63] aapi,community
[58] applaud,bravery
[58] bravery,mr
[58] mr,face
[58] face,two
[58] two,injustices
[58] injustices,first
[58] first,attacker

Top Word Pairs in Tweet in G3:
[200] hate,crimes
[99] crimes,targeting
[83] aapi,advocacy
[83] advocacy,group
[83] group,takes
[83] takes,legal
[83] legal,action
[83] action,against
[83] against,sf
[83] sf,district

Top Word Pairs in Tweet in G4:
[20] ع,ل
[20] ح,م
[18] و,ع
[16] ل,ي
[16] ي,ك
[16] م,الس
[16] الس,ل
[16] ل,ام
[16] ام,و
[16] و,ر

Top Word Pairs in Tweet in G5:
[183] congrats,ventex1000
[183] vaxxed,doggo
[182] ventex1000,winning
[182] lny,vaxxed
[181] winning,lny
[181] doggo,final
[181] final,bid
[181] bid,69
[181] 69,69
[181] 69,sol

Top Word Pairs in Tweet in G6:
[246] umar,going
[246] going,jammu
[246] jammu,finally
[246] finally,gonna
[246] gonna,spend
[246] spend,time
[246] time,wid
[246] wid,mumma
[246] mumma,riaz
[246] riaz,mahvish

Top Word Pairs in Tweet in G7:
[26] asian,american
[24] according,same
[24] same,poll
[24] poll,22
[24] 22,immigrant
[24] immigrant,families
[24] families,know
[24] know,joebiden
[24] joebiden,rolled
[24] rolled,back

Top Word Pairs in Tweet in G8:
[133] former,election
[133] election,commissioner
[133] commissioner,running
[133] state,protect
[103] protect,#votingrights
[102] democrat,former
[102] running,arkansas
[102] arkansas,secretary
[102] secretary,state
[101] joshforarkansas,democrat

Top Word Pairs in Tweet in G9:
[58] matter,fact
[58] fact,quotas
[58] quotas,illegal
[58] illegal,1991
[58] 1991,civil
[58] civil,rights
[58] rights,act
[58] act,made
[58] made,plain
[58] plain,oh

Top Word Pairs in Tweet in G10:
[95] smallblackbirds,coryeaster
[74] aapi_chrissy,joannmay91
[74] joannmay91,smallblackbirds
[59] coryeaster,resister1789
[54] puparazzzi,millierizwan
[54] millierizwan,aapi_chrissy
[46] iggy_breathe,puparazzzi
[39] resister1789,ashton747
[30] good,folks
[28] folks,vet

Top Replied-To
Top Replied-To in Entire Graph:
@aap_ki_aapi
@aapi___
@daikiriko
@gdad1
@aapi_chrissy
@kickassfeelbaku
@lethlimrunrun
@goshi_aapi
@ume_rubab_110

Top Replied-To in G1:

Top Replied-To in G2:
@danieldaekim
@nancywyuen
@michellelitv
@theproblem
@larry4000
@huntspointwa
@fourthfromleft
@soshimshi
@angryasianman
@oliviamunn

Top Replied-To in G3:
@chesaboudin
@asiandawn4
@jennychachan
@block_muncher
@candicenguyentv
@abc7david
@heroinhaney
@hamasakilaw
@drtorez
@activeasian

Top Replied-To in G4:
@aap_ki_aapi
@ume_rubab_110
@razijaffery
@i_am_wuh
@fatimahonbruh
@dream_girllllll
@syed__zada110
@z_zahwar1
@syedamshahh

Top Replied-To in G5:
@vaxxeddoggos

Top Replied-To in G7:
@sonmemphis
@senlouiselucas
@usps
@harshshringla
@aapialliance
@makingheadlines
@potus
@marleyk20
@abdullaironside
@aprildryan

Top Replied-To in G8:
@georgetakei
@milestaylorusa

Top Replied-To in G9:
@isaiahlcarter
@lizlamarca79
@needle_of_arya
@iron_eliza

Top Replied-To in G10:
@gdad1
@aapi_chrissy
@bestsingletrvl
@covidmommyporn
@joannmay91
@ishkiroff
@lsd122070
@iggy_breathe
@joncoopertweets
@nathaliejacoby1

Top Mentioned
Top Mentioned in Entire Graph:
@vaxxeddoggos
@_zainabfatma
@ventex1000
@shushhmajaffer
@joshforarkansas
@osidrain
@sb19official
@napawf
@aapi_chrissy
@rfgunio

Top Mentioned in G1:
@aapodcasters
@alwayz_revanth
@chsreader
@omnivorebooks
@jaycoxhenry
@jasonshen
@josebaboo

Top Mentioned in G2:
@napawf
@michellelitv
@danieldaekim
@aaja
@oliviamunn
@sifumimichan
@_cocokind
@gia_vang
@lindastewartfl
@heycrystalj

Top Mentioned in G3:
@candicenguyentv
@chesaboudin
@foxnews
@dionlimtv
@safersfnoboudin
@themarinatimes
@susandreynolds
@kpixtv
@ktvu
@setochungster

Top Mentioned in G4:
@3rd
@aap_ki_aapi
@fluoride_ion_
@2nd
@jaffri313
@1st
@sam_51214
@esha_abigsecret
@arshadshar125
@dream_girllllll

Top Mentioned in G5:
@vaxxeddoggos
@ventex1000
@magiceden_nft
@jomaoppa

Top Mentioned in G6:
@_zainabfatma

Top Mentioned in G7:
@potus
@joebiden
@nilc
@aapivictoryfund
@vp
@ambrice46
@ia_impact
@apiavote
@kesharam
@nidaallam

Top Mentioned in G8:
@joshforarkansas
@analisa_swan
@georgetakei
@zimraniaxy
@larrytenney
@potus
@joncoopertweets
@cnn
@safetypindaily

Top Mentioned in G9:
@jamesmwilliam18
@tify330
@ladymenopause
@isaiahlcarter
@analisa_swan
@mayorwu
@clairecmc
@eclecticbrotha
@whipclyburn
@whcos

Top Mentioned in G10:
@aapi_chrissy
@smallblackbirds
@coryeaster
@joannmay91
@gdad1
@resister1789
@puparazzzi
@millierizwan
@ashton747
@iggy_breathe

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@knewz_currently
@dichristine
@paoloigna1
@chris_1791
@world_news_eng
@newsoneplace
@moonbootica
@solutioneer72
@kat4obama

Top Tweeters in G1:
@pulpnews
@knewz_currently
@paoloigna1
@newsoneplace
@ginalawriw
@foggybottomgal
@brontyman
@lucas_wyrsch
@sweetfreedom29
@deesbarbara

Top Tweeters in G2:
@protestmusica
@brandonmscales
@mjfsteeler
@khou
@dianeeugenio
@epeterd916
@etcanada
@craigmatsuda
@potenspuella
@canrugger

Top Tweeters in G3:
@gus_802
@vmrwanda
@foxnews
@abc7newsbayarea
@nbcbayarea
@prpeep
@barbb0925
@jlints58
@blaugast
@mr_sandtoes

Top Tweeters in G4:
@rafay_ali32
@heyitslaibii
@aghaa_g
@itx_izayyyy
@da_sarmast
@itx_laeeqa
@shahjee_5
@smoker_k_007
@ahsan_hn
@allahali_5

Top Tweeters in G5:
@ima_say_no
@memoryfoamtoppr
@weihenheng
@hkrzl_
@247footbal
@keefcurry
@chasegeddes
@destructchen
@rikquert
@ron_rews

Top Tweeters in G6:
@asimsquad137
@arsalan33500740
@bitni1
@arsagor18
@awaix94415790
@ineluctable18_
@hustler_asimch
@rabiya12741662
@silly___savage
@seemasi88762616

Top Tweeters in G7:
@marthalynneowe1
@carolmaewy
@msochubbard
@eilonwy24
@mijomojo1
@nytimes
@livegreenordie
@drspockets
@spicytricia
@gailwaldby

Top Tweeters in G8:
@sandradunn1955
@carlyinnj
@nakesha_horsey
@pauldramone
@visitkarte
@tati_vict
@analisa_swan
@1zzyzyx1
@tweetmalena
@u3y4bde

Top Tweeters in G9:
@kat4obama
@thepoliticalcat
@sexygirl798
@the_lady_red
@avonan
@mjohnso27
@auntsophie1
@cmargaronis
@purrmonsta
@bluedillygal

Top Tweeters in G10:
@betterw05759703
@buffaloon
@numbers28
@shell_loyd
@dancindoti
@helen504
@aviflygirl
@gabydore
@joncoopertweets
@gdad1


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