AAPI, Twitter, 8/13/2022 11:42:21 PM, 279995


FAQ | Problem?

AAPI_2022-08-13_16-19-13.xlsx
AAPI_2022-08-13_16-19-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2022
Short Description:
AAPI via NodeXL https://bit.ly/3QpIIKO
@simonwdc
@senschumer
@dionlimtv
@mkraju
@aapnatsec
@kimmythepooh
@capac
@aapi_chrissy
@cefaankim
@leahfrombklyn

Top hashtags:
#aapi
#stopasianhate
#asianamerican
#us
#stopaapihate
#asian
#aanhpi
#usa
#china
#taiwan

Description:
Description
The graph represents a network of 8,020 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 Saturday, 13 August 2022 at 23:25 UTC.

The requested start date was Saturday, 13 August 2022 at 00:01 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 8-day, 22-hour, 24-minute period from Thursday, 04 August 2022 at 01:29 UTC to Friday, 12 August 2022 at 23:53 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 : 8020
Unique Edges : 6329
Edges With Duplicates : 11734
Total Edges : 18063
Number of Edge Types : 5
Retweet : 4643
MentionsInRetweet : 7426
Mentions : 3293
Tweet : 1092
Replies to : 1609
Self-Loops : 1131
Reciprocated Vertex Pair Ratio : 0.0288097778640023
Reciprocated Edge Ratio : 0.0560060343201961
Connected Components : 1172
Single-Vertex Connected Components : 346
Maximum Vertices in a Connected Component : 3575
Maximum Edges in a Connected Component : 10567
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.896415
Graph Density : 0.000164913815971357
Modularity : 0.566102
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 8,020 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 Saturday, 13 August 2022 at 23:25 UTC.

The requested start date was Saturday, 13 August 2022 at 00:01 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 8-day, 22-hour, 24-minute period from Thursday, 04 August 2022 at 01:29 UTC to Friday, 12 August 2022 at 23:53 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:
[27] https://www.nbcnews.com/news/asian-america/led-aapi-scholars-thousands-academics-tell-supreme-court-support-affir-rcna41412
[18] https://abc7news.com/sf-asian-man-attacked-greg-chew-assault-soma-attack-stop-aapi-hate/12102797/
[15] https://thehill.com/homenews/campaign/3587028-aapi-political-action-committee-backs-nevada-to-host-first-in-nation-democratic-presidential-primary/
[11] https://nonprofitquarterly.org/making-the-invisible-visible-aapi-women-build-political-power/
[11] https://abc7ny.com/queens-aapi-asian-american-new-york-state-schools-history/12103200/
[9] https://stopaapihate.org
[9] https://rxforsuccesspodcast.com/115
[8] https://www.indiewire.com/2022/08/sundance-institute-asian-american-foundation-aapi-fellowship-1234746998/
[8] https://www.tmj4.com/news/political/elections-local/hispanic-latino-aapi-communities-show-largest-jump-in-voting-age-population-ahead-of-primary
[8] https://www.cnbc.com/video/2022/05/19/learn-how-to-own-your-money-from-these-aapi-experts.html?__source=twitter|main

Top URLs in Tweet in G1:
[15] https://thehill.com/homenews/campaign/3587028-aapi-political-action-committee-backs-nevada-to-host-first-in-nation-democratic-presidential-primary/
[5] https://www.asianjournal.com/features/opinion-editorial-columnists/opinion-catherine-cortez-masto-and-joe-biden-have-left-nevadas-asian-americans-behind/
[3] https://issuu.com/asianjournaldigitaledition/docs/080422-_las_vegas_edition
[3] https://www.oprahdaily.com/entertainment/books/g39849725/books-asian-american-pacific-islander-heritage-month/
[2] https://michiganadvance.com/2022/07/18/how-michigan-legislators-and-leaders-are-combating-aapi-hate-through-education-and-activism/
[2] https://www.pbs.org/newshour/nation/despite-state-efforts-to-protect-abortion-access-asian-americans-in-michigan-still-see-obstacles
[2] https://us06web.zoom.us/webinar/register/WN_2aKOmUTpSV-voCsC33YRxA
[2] https://docs.google.com/forms/d/e/1FAIpQLScZYCzhuURuBF93-50r6ZLLAmL99BFRLoXuM75mc_zTIU6xFw/viewform
[2] https://www.newsweek.com/why-arent-all-democrats-calling-this-play-opinion-1730259
[2] https://thenevadaindependent.com/article/new-medical-center-designed-for-staffed-by-vegas-asian-community-members

Top URLs in Tweet in G2:
[12] https://abc7news.com/sf-asian-man-attacked-greg-chew-assault-soma-attack-stop-aapi-hate/12102797/
[5] https://abc7news.com/violence-against-asians-aapi-hate-elderly-attacks-san-francisco-asian-americans/12108092/?ex_cid=TA_KGO_TW&taid=62f1b644dd0cfc000118fa03&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://twitter.com/dionlimtv/status/1557422166680866816
[2] https://sfgov.org/policecommission/sites/default/files/Documents/PoliceCommission/Fire%20Hamasaki1.pdf
[2] https://www.kron4.com/news/aapi-community-organizers-discuss-ongoing-fight-for-inclusion-and-diversity/?utm_campaign=socialflow&utm_source=t.co&utm_medium=referral
[2] https://abc7news.com/sf-asian-man-attacked-greg-chew-assault-soma-attack-stop-aapi-hate/12102797/?ex_cid=TA_KGO_TW&taid=62ee230d1a1c2c0001b4ff71&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://abc7news.com/arrest-in-sf-asian-man-assault-greg-chew-soma-attack-stop-aapi-hate/12107903/?ex_cid=TA_KGO_TW&taid=62f0a9ee58b19d0001fa0e1a&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://abc7.com/westminster-surveillance-video-chef-fights-back-man-steals-food/12110439/
[1] https://sfstandard.com/community/sfs-asian-seniors-still-live-in-fear/
[1] https://twitter.com/lihanlihan/status/1557782848764928000

Top URLs in Tweet in G3:
[9] https://stopaapihate.org
[7] https://www.nbcnews.com/news/asian-america/led-aapi-scholars-thousands-academics-tell-supreme-court-support-affir-rcna41412
[4] https://www.twitch.tv/lovefuntecha
[4] http://aapi.co.in/
[3] https://apple.news/A-N23Gi8xTQ-h3vIRM19cKg
[3] https://abc7news.com/sf-asian-man-attacked-greg-chew-assault-soma-attack-stop-aapi-hate/12102797/
[3] https://abc7ny.com/queens-aapi-asian-american-new-york-state-schools-history/12103200/
[3] https://www.tmj4.com/news/political/elections-local/hispanic-latino-aapi-communities-show-largest-jump-in-voting-age-population-ahead-of-primary
[3] https://www.inquirer.com/news/sixers-arena-chinatown-philadelphia-aapi-20220812.html
[2] https://www.hollywoodreporter.com/movies/movie-news/sundance-institute-latino-aapi-1235191694/

Top URLs in Tweet in G4:
[4] https://www.opindia.com/2022/04/delhi-high-court-slams-delhi-govt-over-non-payment-of-salaries-to-teachers/
[1] https://twitter.com/chitrapadhi/status/1556612604319055872
[1] https://twitter.com/pti_news/status/1555501213961310208

Top URLs in Tweet in G5:
[1] https://twitter.com/scottshafer/status/1555563083904323584
[1] https://docs.google.com/forms/d/e/1FAIpQLSfj6oyKTKO7xragxnF-ENXqmfwk3FWLugQ1sOv2otq_nCvQXg/viewform?usp=send_form
[1] https://bayareaequityatlas.org/mapping-segregation
[1] https://www.seattletimes.com/seattle-news/politics/can-democrats-win-the-wa-secretary-of-state-race-for-the-first-time-in-more-than-60-years/

Top URLs in Tweet in G6:
[1] https://www.nbcnews.com/news/asian-america/led-aapi-scholars-thousands-academics-tell-supreme-court-support-affir-rcna41412

Top URLs in Tweet in G7:
[1] https://twitter.com/rochellenguyen/status/1557115730356604929
[1] https://twitter.com/IA_Impact/status/1540776257767473152

Top URLs in Tweet in G8:
[6] https://aajavoices.org/losangeles2022/exploited-esthetics-how-aapi-beauty-workers-are-organizing/
[4] https://www.nbcnews.com/news/asian-america/11500-reports-anti-asian-bias-2020-report-says-rcna39177?cid=sm_npd_nn_tw_aa
[4] https://www.nbcnews.com/news/asian-america/led-aapi-scholars-thousands-academics-tell-supreme-court-support-affir-rcna41412?cid=sm_npd_nn_tw_aa
[3] https://www.nbcnews.com/news/asian-america/led-aapi-scholars-thousands-academics-tell-supreme-court-support-affir-rcna41412
[2] https://www.nbcnews.com/news/asian-america/racist-sexist-disinformation-sowing-divisions-asian-americans-rcna42635
[2] https://datebook.sfchronicle.com/movies-tv/jo-koys-easter-sunday-brings-filipino-american-family-life-to-the-big-screen
[2] https://twitter.com/myhlee/status/1555342068599652352
[2] https://stopaapihate.org/
[1] https://twitter.com/PostLive/status/1555194885040443393
[1] https://aajavoices.org/losangeles2022/trials-of-translation-how-healthcare-leaves-out-asian-american-seniors/

Top URLs in Tweet in G9:
[3] https://warnockforgeorgia.com/vote
[2] https://twitter.com/omgno2trump/status/1557135614474162177?s=21&t=B0IYMJ8TemVhdr9hLdnWew
[2] https://www.newsweek.com/nra-fund-russia-uvalde-school-shooting-1712397
[1] https://twitter.com/fpwellman/status/1557884688412336128
[1] https://www.npr.org/2019/09/27/764879242/nra-was-foreign-asset-to-russia-ahead-of-2016-new-senate-report-reveals
[1] https://twitter.com/tedcruz/status/1555194590881259520
[1] https://www.newsweek.com/greene-calls-non-biological-parents-fake-amid-post-roe-adoption-push-1725293
[1] https://www.asian-dawn.com/2022/08/10/suspect-charged-with-hate-crime-for-shooting-3-asian-women-in-texas/
[1] https://www.nbcnews.com/news/asian-america/anti-asian-hate-crimes-increased-339-percent-nationwide-last-year-repo-rcna14282
[1] https://abc7news.com/sf-asian-man-attacked-greg-chew-assault-soma-attack-stop-aapi-hate/12102797/

Top URLs in Tweet in G10:
[7] https://abc7ny.com/queens-aapi-asian-american-new-york-state-schools-history/12103200/
[5] https://abc7ny.com/queens-aapi-asian-american-new-york-state-schools-history/12103200/?ex_cid=TA_WABC_TW&taid=62ee57f9dd0cfc0001187a08&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://msha.ke/worstasianpod/
[4] https://abc7ny.com/queens-aapi-asian-american-new-york-state-schools-history/12103200/?ex_cid=TA_WABC_TW&taid=62eddaad58b19d0001f9afe4&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[3] https://gracek.substack.com/p/stop-aapi-hate
[2] https://www.politico.com/news/2021/03/18/asian-americans-state-department-477106
[2] https://twitter.com/dolce65023071/status/1549435444626169858
[2] https://twitter.com/ajplus/status/1555857211426951172
[2] https://www.nbcbayarea.com/news/local/aapi-community-san-francisco-rally/2971473/?amp=1
[2] https://www.nbcnews.com/news/asian-america/led-aapi-scholars-thousands-academics-tell-supreme-court-support-affir-rcna41412

Top Domains
Top Domains in Tweet in Entire Graph:
[271] twitter.com
[47] nbcnews.com
[39] abc7news.com
[29] youtube.com
[22] abc7ny.com
[18] nonprofitquarterly.org
[15] thehill.com
[14] stopaapihate.org
[13] inquirer.com
[12] google.com

Top Domains in Tweet in G1:
[25] twitter.com
[15] thehill.com
[9] aarp.org
[8] aapivictoryfund.com
[6] zoom.us
[5] pbs.org
[5] asianjournal.com
[4] issuu.com
[4] actionnetwork.org
[3] aapivictoryalliance.com

Top Domains in Tweet in G2:
[27] abc7news.com
[20] twitter.com
[3] kron4.com
[2] sfgov.org
[2] trib.al
[1] abc7.com
[1] sfstandard.com
[1] cbsnews.com
[1] thesfnews.com
[1] sfchronicle.com

Top Domains in Tweet in G3:
[66] twitter.com
[10] stopaapihate.org
[8] slalom.com
[8] youtube.com
[8] nbcnews.com
[6] abc7news.com
[6] oaklandnewsonline.com
[5] abc7ny.com
[5] inquirer.com
[4] apple.com

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

Top Domains in Tweet in G5:
[1] twitter.com
[1] google.com
[1] bayareaequityatlas.org
[1] seattletimes.com

Top Domains in Tweet in G6:
[1] nbcnews.com

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

Top Domains in Tweet in G8:
[13] nbcnews.com
[12] twitter.com
[11] aajavoices.org
[2] washingtonpost.com
[2] google.com
[2] sfchronicle.com
[2] stopaapihate.org
[1] politico.com
[1] nytimes.com
[1] forms.gle

Top Domains in Tweet in G9:
[4] twitter.com
[3] newsweek.com
[3] warnockforgeorgia.com
[1] npr.org
[1] asian-dawn.com
[1] nbcnews.com
[1] abc7news.com
[1] mobilize.us

Top Domains in Tweet in G10:
[25] twitter.com
[16] abc7ny.com
[9] youtube.com
[5] substack.com
[5] nytimes.com
[5] msha.ke
[4] nbcnews.com
[3] nbcbayarea.com
[3] npr.org
[2] time.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[697] aapi
[68] stopasianhate
[62] asianamerican
[51] us
[46] stopaapihate
[43] asian
[42] aanhpi
[38] usa
[28] china
[26] taiwan



Top Hashtags in Tweet in G1:
[104] aapi
[9] ocacon2022
[6] apia
[6] flipca45
[6] aapicommission
[5] rise
[5] fridayreads
[5] weneeddiversebooks
[5] aapipower
[5] 2022midterms

Top Hashtags in Tweet in G2:
[46] aapi
[18] sanfrancisco
[15] stopasianhate
[13] sf
[9] fightasianhate
[9] stopaapihate
[7] asianamerican
[6] stophate
[6] asianamericans
[4] bayarea

Top Hashtags in Tweet in G3:
[71] aapi
[16] stopasianhate
[12] stopaapihate
[9] respond2racism
[8] imwithslalom
[6] oakland
[5] asianamerican
[4] podcast
[4] filipino
[4] firstplaythrough

Top Hashtags in Tweet in G4:
[6] revdi
[1] bjp
[1] godimedia
[1] feku
[1] harghartiranga
[1] delhi
[1] aapi
[1] aamaadmiparty
[1] arvindkejriwal
[1] justice_

Top Hashtags in Tweet in G5:
[1] aapi
[1] voteblue
[1] midterms2022

Top Hashtags in Tweet in G7:
[5] ndtvbeeps
[2] aapiheritagemonth
[2] unitymarch2022
[2] apida
[2] aapi

Top Hashtags in Tweet in G8:
[31] aapi
[6] aaja22
[5] blacklivesmatter
[4] hispanics
[4] latinos
[3] filipino
[3] representationmatters
[3] voteblue2022
[3] icymi
[3] aapicommunitiesinconversation

Top Hashtags in Tweet in G9:
[4] bullettrainmovie
[3] aapi
[2] magameltdown
[2] releasethewarrant
[2] trump
[2] news
[2] business
[2] politics
[1] adopteetwitter
[1] adopteevoices

Top Hashtags in Tweet in G10:
[71] aapi
[51] us
[42] aanhpi
[34] usa
[34] asian
[27] china
[26] taiwan
[22] stopasianhate
[20] familia
[17] asians

Top Words
Top Words in Tweet in Entire Graph:
[3999] aapi
[792] circuit
[772] community
[700] asian
[695] #aapi
[552] senate
[517] american
[515] desai
[515] ninth
[514] roopali

Top Words in Tweet in G1:
[336] aapi
[228] community
[153] nevada
[143] support
[123] cortezmasto
[104] #aapi
[88] adamlaxalt
[85] together
[77] today
[75] fight

Top Words in Tweet in G2:
[222] dionlimtv
[211] greg
[211] attack
[168] aapi
[161] sfpd
[153] year
[149] old
[143] 70
[135] community
[132] washington

Top Words in Tweet in G3:
[305] aapi
[70] #aapi
[59] asian
[54] community
[52] more
[49] hate
[42] american
[30] against
[28] people
[27] ng

Top Words in Tweet in G4:
[163] aapi
[110] ma
[99] jitu_vaghani
[81] brijeshmeja1
[77] makvanasaroj
[76] himakshjemsc001
[76] rcmakwanabjp
[74] cmoguj
[72] narendramodi
[68] bhupendrapbjp

Top Words in Tweet in G5:
[401] hispanics
[362] simonwdc
[310] right
[302] abortion
[272] social
[271] due
[270] bit
[270] reality
[270] check
[270] moving

Top Words in Tweet in G6:
[424] serve
[309] aapi
[283] woman
[213] court
[212] senate
[212] confirm
[212] roopali
[212] desai
[212] appeals
[212] ninth

Top Words in Tweet in G7:
[543] circuit
[277] ninth
[276] roopali
[276] desai
[275] senate
[268] judge
[266] confirmed
[265] one
[265] arizona
[265] top

Top Words in Tweet in G8:
[159] aapi
[92] asian
[81] led
[80] 240
[80] filed
[80] briefs
[80] supporting
[80] race
[70] kimmythepooh
[49] social

Top Words in Tweet in G9:
[88] aapi_chrissy
[82] trump
[51] fbi
[51] gdad1
[49] munger_gregg
[49] valh213
[49] millierizwan
[48] greenthumbinsc
[48] 56jaytee
[48] joyful4home

Top Words in Tweet in G10:
[146] each
[90] hate
[85] against
[80] cefaankim
[75] aapi
[75] fight
[73] pitted
[71] #aapi
[51] #us
[42] #aanhpi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[514] roopali,desai
[513] ninth,circuit
[413] aapi,community
[319] asian,american
[286] bit,reality
[286] reality,check
[286] check,hispanics
[286] hispanics,moving
[286] moving,right
[286] right,due

Top Word Pairs in Tweet in G1:
[155] aapi,community
[68] grateful,support
[66] cortezmasto,grateful
[62] nevada,aapi
[50] support,nevada
[50] community,leaders
[50] leaders,race
[50] race,together
[50] together,know
[50] know,win

Top Word Pairs in Tweet in G2:
[147] year,old
[143] 70,year
[116] greg,chew
[96] beating,70
[95] greg,attack
[95] attack,vicious
[95] vicious,beating
[95] old,mrs
[95] mrs,ren
[95] ren,week

Top Word Pairs in Tweet in G3:
[36] aapi,community
[30] asian,american
[20] pacific,islander
[17] san,francisco
[16] aapi,hate
[16] american,pacific
[15] affirmative,action
[14] islander,aapi
[13] aapi,scholars
[13] thousands,academics

Top Word Pairs in Tweet in G4:
[67] makvanasaroj,himakshjemsc001
[40] jitu_vaghani,rcmakwanabjp
[33] himakshjemsc001,jitu_vaghani
[23] bharti,ma
[23] nyay,aapi
[22] vidhyasahayak,bharti
[22] ma,vadharo
[22] vadharo,kri
[22] berojgaro,nyay
[22] aapi,har

Top Word Pairs in Tweet in G5:
[270] bit,reality
[270] reality,check
[270] check,hispanics
[270] hispanics,moving
[270] moving,right
[270] right,due
[270] due,abortion
[270] abortion,social
[270] social,conservatism
[270] conservatism,narrative

Top Word Pairs in Tweet in G6:
[212] senate,confirm
[212] confirm,roopali
[212] roopali,desai
[212] desai,serve
[212] serve,court
[212] court,appeals
[212] appeals,ninth
[212] ninth,circuit
[212] circuit,fifth
[212] fifth,aapi

Top Word Pairs in Tweet in G7:
[277] ninth,circuit
[276] roopali,desai
[265] senate,confirmed
[265] confirmed,roopali
[265] desai,circuit
[265] circuit,judge
[265] judge,ninth
[265] circuit,one
[265] one,arizona
[265] arizona,top

Top Word Pairs in Tweet in G8:
[80] briefs,supporting
[49] led,aapi
[49] aapi,scholars
[48] 240,historians
[48] historians,social
[48] social,scientists
[48] scientists,led
[48] scholars,filed
[48] filed,briefs
[48] supporting,universities

Top Word Pairs in Tweet in G9:
[49] munger_gregg,valh213
[48] valh213,greenthumbinsc
[48] greenthumbinsc,millierizwan
[48] millierizwan,56jaytee
[48] 56jaytee,aapi_chrissy
[47] aapi_chrissy,joyful4home
[26] boost,blue
[26] blue,accts
[26] accts,lt
[26] lt,10k

Top Word Pairs in Tweet in G10:
[73] fight,hate
[73] hate,each
[73] each,pitted
[73] pitted,against
[73] against,each
[72] cefaankim,fight
[31] genz,genx
[31] genx,millennials
[27] millennials,boomers
[27] boomers,genzforchoice

Top Replied-To
Top Replied-To in Entire Graph:
@aapi_chrissy
@aapi___
@actbrigitte
@gdad1
@saminasays
@i__mahamm
@theleoterrell
@aapgujarat
@imaa_chann
@himakshjemsc001

Top Replied-To in G1:
@michellesteelca
@gop
@adamlaxalt
@aapidata
@larrytenney
@nainoajohsens
@stevesisolak
@kristine_kenyon
@repsteel
@aapivictoryfund

Top Replied-To in G2:
@brookejenkinssf
@grannyappleman
@the_watcher
@activeasian
@chesaboudin
@lihanlihan
@dionlimtv
@katiepi53264389
@voteandchangesf
@ericajsandberg

Top Replied-To in G3:

Top Replied-To in G4:
@aapgujarat
@himakshjemsc001
@vtvgujarati
@brijeshmeja1
@isudan_gadhvi
@yajadeja
@aamaadmiparty
@jitu_vaghani
@rwgujarat
@vcegujaratstate

Top Replied-To in G5:
@valdemings
@theothermandela
@latxglv
@baileygeepoetry

Top Replied-To in G6:
@dunhillpage
@gullahrehabbed

Top Replied-To in G7:
@khanamanatullah
@senschumer

Top Replied-To in G8:
@zaidjilani
@indepthwithdeon
@equalitylabs
@kalamendoza
@philting
@svivmvgvr

Top Replied-To in G9:
@aapi_chrissy
@actbrigitte
@gdad1
@theleoterrell
@dbongino
@marshablackburn
@nickadamsinusa
@truesay14
@laurenboebert
@ryannmcenany

Top Replied-To in G10:
@smtwtwtw
@speakerpelosi
@red09755
@bingwangtw
@cefaankim
@dearclarissa
@gordongchang
@donaldcclarke
@joncoopertweets
@revjjackson

Top Mentioned
Top Mentioned in Entire Graph:
@simonwdc
@senschumer
@mkraju
@dionlimtv
@leahfrombklyn
@cortezmasto
@jitu_vaghani
@cefaankim
@adamlaxalt
@kimmythepooh

Top Mentioned in G1:
@cortezmasto
@adamlaxalt
@aapivictoryfund
@govsisolak
@gop
@lucymcbath
@rajaforcongress
@larrytenney
@nainoajohsens
@ocanational

Top Mentioned in G2:
@dionlimtv
@sfpd
@brookejenkinssf
@bettykpix
@cynyurita
@standwithaas
@chesaboudin
@themarinatimes
@activeasian
@mattdorsey

Top Mentioned in G3:
@aapodcasters
@oaklanddhti
@chaudhariaruna3
@diario_do_aco
@committee100
@kimirobin

Top Mentioned in G4:
@jitu_vaghani
@makvanasaroj
@brijeshmeja1
@rcmakwanabjp
@cmoguj
@narendramodi
@himakshjemsc001
@bhupendrapbjp
@kpvaghelabjp
@pmoindia

Top Mentioned in G5:
@simonwdc
@varietypack2
@navigatorsurvey
@kirafranklin17
@repbarbaralee
@jessefferguson
@mkraju
@cortezmasto
@theothermandela
@valdemings

Top Mentioned in G6:
@mkraju
@tify330
@jamesmwilliam18
@emilyctamkin
@simonwdc
@cortezmasto
@kimmythepooh
@deoliver47
@likebutta3
@olivesolivesol1

Top Mentioned in G7:
@senschumer
@mkraju
@simonwdc
@salonayyy
@cortezmasto
@ndtv
@kimmythepooh
@hudoig
@sencortezmasto
@pbs

Top Mentioned in G8:
@kimmythepooh
@nbcasianamerica
@aaja
@naacp_ldf
@myhlee
@apalanational
@uclalabor
@nycmarathon
@aajavoices
@poynter

Top Mentioned in G9:
@aapi_chrissy
@munger_gregg
@valh213
@millierizwan
@greenthumbinsc
@56jaytee
@joyful4home
@gdad1
@john
@johnw30160236

Top Mentioned in G10:
@cefaankim
@gracejisunkim
@revjjackson
@speakerpelosi
@abc7ny
@jayfutw
@orbisbooks
@liunewyork
@nbcnewsnow
@bingwangtw

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@thebookofginko
@missb62
@teamyoutube
@hrblock_21
@monicasloves
@7b73f39b85e1415
@kat4obama
@cloudwanderer3
@inspiteoftrump

Top Tweeters in G1:
@thehill
@all435reps
@itswanda
@b140tweet
@abramson1234
@tmobile
@mijomojo1
@vaw511
@angelakrebs444
@alwaysthinkhow

Top Tweeters in G2:
@gus_802
@iveyjanette_207
@tkysk8r
@1atsuhimerose2
@orchidlady303
@abc7newsbayarea
@xhertx
@pa4taxpayers
@gratefultojesus
@nbcbayarea

Top Tweeters in G3:
@cas_2050001283
@monicasloves
@usrealitycheck
@usasharenews
@thatmags
@afronola
@bkanad
@jeffreyfeldberg
@latpoliticalave
@spokanetom

Top Tweeters in G4:
@news18india
@abpnews
@tv9gujarati
@zeenews
@miraya02
@hasansafin
@vtvgujarati
@ddnewslive
@divya_bhaskar
@zee24kalak

Top Tweeters in G5:
@missb62
@7b73f39b85e1415
@kat4obama
@manmet80
@marthalynneowe1
@deepvard
@squirrel1110
@drseid
@deathtocrazy
@mdjacksondallas

Top Tweeters in G6:
@lizzs_lockeroom
@straitarrow10
@sexygirl798
@windmillcharger
@avonan
@trumpwatchnews
@loraanem
@jameskthompson1
@carriesweet2017
@mjohnso27

Top Tweeters in G7:
@inspiteoftrump
@jjj5819
@ndtv
@lorettabower3
@eilonwy24
@girlzinger
@sandykalano
@ambiimoore
@auntsophie1
@snw106

Top Tweeters in G8:
@tigerbeat
@valsadie
@prpeep
@jlints58
@harmonyis1
@_l1vy_
@ruthellaowens
@eegarim
@chrisatchs
@pinoyadjacent32

Top Tweeters in G9:
@rhiles2760
@urocklive1
@foxnews
@p_staatz
@franksowa1
@mccuebillie
@gdad1
@jadedcreative
@thedudeinsf
@kathleenafranck

Top Tweeters in G10:
@rosstell
@abc
@abc7ny
@joncoopertweets
@xgirlnyc
@manitoucom
@jmrbux2
@therealgloria
@momsrising
@ckt0429