Chan Zuckerberg, Twitter, 5/28/2020 9:36:08 PM, 228444


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Chan Zuckerberg_2020-05-27_08-05-17.xlsx
Chan Zuckerberg_2020-05-27_08-05-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 28, 2020
Short Description:
Chan Zuckerberg via NodeXL https://bit.ly/3cb0Z9L
@businessinsider
@rocobasilisk
@sfgate
@xhnews
@2601manish
@jonmchu
@katie_roof
@federalistno78
@angelauyeung
@chanzuckerberg

Top hashtags:
#markzuckerberg
#covid19
#billgates
#elonmusk
#jeffbezos
#larryellison

Description:
Description
The graph represents a network of 1,229 Twitter users whose tweets in the requested range contained "Chan Zuckerberg", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 27 May 2020 at 15:05 UTC.

The requested start date was Wednesday, 27 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 38-minute period from Wednesday, 13 May 2020 at 00:06 UTC to Tuesday, 26 May 2020 at 22:45 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 : 1229
Unique Edges : 648
Edges With Duplicates : 1495
Total Edges : 2143
Number of Edge Types : 5
Replies to : 79
Mentions : 194
MentionsInRetweet : 862
Retweet : 697
Tweet : 311
Self-Loops : 323
Reciprocated Vertex Pair Ratio : 0.00463821892393321
Reciprocated Edge Ratio : 0.00923361034164358
Connected Components : 320
Single-Vertex Connected Components : 201
Maximum Vertices in a Connected Component : 306
Maximum Edges in a Connected Component : 659
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.268398
Graph Density : 0.000717593022053893
Modularity : 0.543282
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,229 Twitter users whose tweets in the requested range contained "Chan Zuckerberg", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 27 May 2020 at 15:05 UTC.

The requested start date was Wednesday, 27 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 38-minute period from Wednesday, 13 May 2020 at 00:06 UTC to Tuesday, 26 May 2020 at 22:45 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 : Chan Zuckerberg
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:
[68] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5
[50] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php
[38] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php?utm_campaign=CMS%20Sharing%20Tools%20(Mobile)&utm_source=t.co&utm_medium=referral
[14] https://news.yahoo.com/mark-zuckerberg-priscilla-chans-800-190506572.html
[10] https://sf.eater.com/2020/5/12/21255846/mark-zuckerberg-priscilla-chan-facebook-cafe-jacqueline-wine-tasting
[9] https://aajtak.intoday.in/story/priscilla-chan-gives-a-haircut-to-mark-zuckerberg-amid-coronavirus-lockdown-ttec-1-1191308.html
[7] https://www.vox.com/recode/2020/3/27/21196421/coronavirus-mark-zuckerberg-priscilla-chan-drug-treatment-bill-gates-zuckerberg-initiative
[7] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[6] https://www.paloaltoonline.com/blogs/p/2020/05/11/mark-zuckerberg-and-priscilla-chan-are-giving-100000-to-eight-of-their-favorite-restaurants
[6] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[37] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5
[18] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php
[14] https://news.yahoo.com/mark-zuckerberg-priscilla-chans-800-190506572.html
[6] https://sf.eater.com/2020/5/12/21255846/mark-zuckerberg-priscilla-chan-facebook-cafe-jacqueline-wine-tasting
[6] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5?utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/businessinsider/status/1261372115023917057
[3] https://www.cbsnews.com/video/gayle-king-sits-down-with-facebook-ceo-mark-zuckerberg-and-wife-priscilla-chan/
[2] https://www.sfgate.com/food/amp/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php
[2] https://www.sfgate.com/food/amp/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php?__twitter_impression=true
[2] https://ricochet.com/series/the-learning-curve/

Top URLs in Tweet in G2:
[17] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5
[6] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter

Top URLs in Tweet in G3:
[38] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php?utm_campaign=CMS%20Sharing%20Tools%20(Mobile)&utm_source=t.co&utm_medium=referral
[4] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php?utm_campaign=CMS%20Sharing%20Tools%20(Desktop)&utm_source=t.co&utm_medium=referral
[3] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php
[1] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5
[1] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php?cid=eml_dbm_20200515&utm_source=Sailthru&utm_medium=email&utm_campaign=BYERS%20MARKET%202020.05.15&utm_term=Byers%20Marketm=Byers%20Market&utm_campaign=CMS%20Sharing%20Tools%20(Desktop)&utm_source=t.co&utm_medium=referral
[1] https://www.forbes.com/sites/angelauyeung/2020/04/29/mark-zuckerberg-is-donating-136-million-to-study-covid-19-spread-in-bay-area/
[1] https://twitter.com/i/web/status/1256966671371247624
[1] https://www.forbes.com/sites/angelauyeung/2020/04/29/mark-zuckerberg-is-donating-136-million-to-study-covid-19-spread-in-bay-area/?utm_source=TWITTER&utm_medium=social&utm_content=3308518094&utm_campaign=sprinklrForbesMainTwitter#b3adcc65c7aa
[1] https://twitter.com/Forbes/status/1255606271530741763/photo/1

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1263623311260446720
[1] https://twitter.com/i/web/status/1065280533779820544

Top URLs in Tweet in G5:
[2] https://www.bloomberg.com/opinion/articles/2020-05-08/covid-19-hunters-of-chan-zuckerberg-biohub-stalk-mission-district?sref=2o0rZsF1
[2] https://hms.harvard.edu/departments/giving/our-donors/chan-zuckerberg-initiative
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=4c3e3200-917f-11ea-ab3d-2529c36d7012&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMC0wNS0wOC9jb3ZpZC0xOS1odW50ZXJzLW9mLWNoYW4tenVja2VyYmVyZy1iaW9odWItc3RhbGstbWlzc2lvbi1kaXN0cmljdA==
[1] https://www.statnews.com/2020/04/29/chan-zuckerberg-initiative-funds-bay-area-coronavirus-tracking/
[1] https://www.bloomberg.com/opinion/articles/2020-04-17/chan-zuckerberg-biohub-is-ready-for-coronavirus-tests-to-come
[1] https://www.explorebit.io//company/chan-zuckerberg-initiative/87ab2a3979f9a8068672ed7dd2c461de4eecdbb9dffb96407ca59da8b7e412fa557cfc2d2a27e73e31a49f65bae3b503
[1] https://www.bloomberg.com/opinion/articles/2020-05-08/covid-19-hunters-of-chan-zuckerberg-biohub-stalk-mission-district
[1] https://twitter.com/i/web/status/1264964848842149895
[1] https://twitter.com/i/web/status/1263261726696280064
[1] https://engineering.osu.edu/news/2020/05/grant-chan-zuckerberg-initiative-will-advance-inflammation-research

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1264671510138023936

Top URLs in Tweet in G7:
[1] https://www.donorschoose.org/project/headsets-for-remote-learning/4933651/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=teacher_1109000&rf=twitter-dc-2020-05-project-teacher_1109000&challengeid=207364&_branch_match_id=link-792407181395214893
[1] https://www.donorschoose.org/project/lets-add-art-to-distance-learning/4917786/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=donor_6925&rf=twitter-dc-2020-05-project-donor_6925&_branch_match_id=link-791373421183112364
[1] https://www.donorschoose.org/project/lets-add-art-to-distance-learning/4917786/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=donor_6925&rf=twitter-dc-2020-05-project-donor_6925&_branch_match_id=link-788555315624689790
[1] https://www.donorschoose.org/project/zoom-away-with-our-home-based-class/4887047/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=donor_6925&rf=twitter-dc-2020-05-project-donor_6925&_branch_match_id=link-788904000208837981
[1] https://www.donorschoose.org/project/with-flexible-headphones-we-can-promote/4913909/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=donor_6925&rf=twitter-dc-2020-05-project-donor_6925&_branch_match_id=link-790273744769466550

Top URLs in Tweet in G8:
[1] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5

Top URLs in Tweet in G10:
[1] https://www.sfgate.com/food/amp/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php

Top Domains
Top Domains in Tweet in Entire Graph:
[103] sfgate.com
[90] businessinsider.com
[64] twitter.com
[19] yahoo.com
[16] iammarketingmedia.com
[14] eater.com
[10] bloomberg.com
[9] forbes.com
[9] intoday.in
[7] cnbc.com

Top Domains in Tweet in G1:
[50] businessinsider.com
[29] twitter.com
[24] sfgate.com
[14] yahoo.com
[8] eater.com
[6] linkedin.com
[6] cbsnews.com
[4] people.com
[3] phillyvoice.com
[3] blogspot.com

Top Domains in Tweet in G2:
[23] businessinsider.com

Top Domains in Tweet in G3:
[48] sfgate.com
[2] forbes.com
[2] twitter.com
[1] businessinsider.com

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

Top Domains in Tweet in G5:
[6] bloomberg.com
[2] harvard.edu
[2] twitter.com
[1] statnews.com
[1] explorebit.io
[1] osu.edu
[1] sfgate.com

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

Top Domains in Tweet in G7:
[5] donorschoose.org

Top Domains in Tweet in G8:
[1] businessinsider.com

Top Domains in Tweet in G10:
[1] sfgate.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24] markzuckerberg
[18] covid19
[17] billgates
[15] elonmusk
[15] jeffbezos
[15] larryellison
[15] larrypage
[15] markbenioff
[15] michaeldell
[15] mikebloomberg



Top Hashtags in Tweet in G1:
[5] facebook
[3] markzuckerberg
[3] covid19
[3] education
[3] podcast
[2] sanfrancisco
[2] business
[2] news
[2] freak
[2] bastard

Top Hashtags in Tweet in G3:
[1] sf
[1] eatitalian
[1] ripcapitalism

Top Hashtags in Tweet in G5:
[10] covidconversations
[9] covid19
[8] coronavirus
[1] sushisamsedomata
[1] sanmateo

Top Hashtags in Tweet in G7:
[1] proud2bepusd
[1] pomonaproud
[1] covid19

Top Hashtags in Tweet in G8:
[1] smartnews

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[149] zuckerberg
[116] priscilla
[115] mark
[100] chan
[89] restaurants
[79] 000
[78] favorite
[75] 800
[62] donation
[54] family

Top Words in Tweet in G2:
[180] businessinsider
[166] zuckerberg
[164] chan's
[156] donation
[155] 800
[155] 000
[155] restaurants
[155] median
[155] family
[154] mark

Top Words in Tweet in G3:
[53] zuckerberg
[53] chan
[50] sfgate
[48] mark
[48] priscilla
[47] favorite
[46] give
[45] bay
[45] area
[44] restaurants

Top Words in Tweet in G4:
[13] chan
[13] zuckerberg
[10] research
[9] christinepolon1
[9] ai
[9] conference
[9] covid
[9] 19
[9] governance
[9] speakers

Top Words in Tweet in G5:
[16] derisi
[13] exploratorium
[12] czbiohub
[12] joe
[10] #covidconversations
[10] dr
[10] professor
[9] #covid19
[8] cziscience
[8] #coronavirus

Top Words in Tweet in G6:
[70] foundation
[35] interesting
[35] find
[35] common
[35] sense
[35] connects
[35] bill
[35] melinda
[35] gates
[35] bezos

Top Words in Tweet in G7:
[38] teacher
[34] stanlevenson
[33] learning
[32] distance
[31] chan
[25] students
[23] grade
[21] art
[17] zuckerberg
[16] initiative

Top Words in Tweet in G8:
[31] マークザッカーバーグ夫妻が寄付する
[31] 800kは一般家庭の価値に換算すると
[31] 02らしい笑
[31] 色々凄い
[31] mark
[31] zuckerberg
[31] priscilla
[31] chan's
[31] 800
[31] 000

Top Words in Tweet in G9:
[32] mark
[32] zuckerberg
[32] priscilla
[32] 000
[32] favorite
[32] restaurants
[31] wife
[31] chan
[31] donate
[31] 100

Top Words in Tweet in G10:
[29] マーク
[29] ザッカーバーグ夫妻はサンフランシスコベイエリアの8つのレストランに各
[29] 100kずつ寄付したと
[29] この8件のうち3件がサンマテオのsushi
[29] sam'sや怒髪天ラーメン等の日本食系っていうのがなんか嬉しい
[28] haj_in_sf
[28] 自分も少しでもこういうことができる

Top Word Pairs
Top Word Pairs in Tweet in G2:
[114] 800,000
[80] median,family
[72] mark,zuckerberg
[72] zuckerberg,priscilla
[54] priscilla,chan's
[48] chan's,800
[44] 000,donation
[44] donation,favorite
[43] favorite,restaurants
[43] restaurants,median

Top Word Pairs in Tweet in G3:
[155] mark,zuckerberg
[155] priscilla,chan
[154] chan,give
[154] bay,area
[154] zuckerberg,priscilla
[154] give,800
[154] 800,000
[154] 000,favorite
[154] favorite,bay
[154] area,restaurants

Top Word Pairs in Tweet in G4:
[48] chan,zuckerberg
[48] zuckerberg,ai
[45] ai,conference
[45] conference,covid
[44] covid,19
[42] 19,governance
[42] governance,speakers
[42] speakers,topics
[42] topics,engaged
[42] engaged,broad

Top Word Pairs in Tweet in G5:
[13] joe,derisi
[9] derisi,professor
[9] mission,district
[9] next,week
[9] exploratorium,next
[9] week,#covidconversations
[9] #covidconversations,frazierarchives
[9] frazierarchives,dr
[9] dr,joe
[9] professor,biochemisty

Top Word Pairs in Tweet in G6:
[12] interesting,find
[10] find,common
[7] common,sense
[7] sense,connects
[6] connects,bill
[6] bill,melinda
[6] melinda,gates
[6] gates,foundation
[6] foundation,bezos
[6] bezos,family

Top Word Pairs in Tweet in G7:
[35] distance,learning
[35] grade,teacher
[35] chan,zuckerberg
[35] art,distance
[35] zuckerberg,initiative
[35] pre,teacher
[35] teacher,enhance
[35] enhance,distance
[35] learning,students
[35] students,purchasing

Top Word Pairs in Tweet in G8:
[32] マークザッカーバーグ夫妻が寄付する,800kは一般家庭の価値に換算すると
[23] 800kは一般家庭の価値に換算すると,02らしい笑
[17] 02らしい笑,色々凄い
[17] 色々凄い,mark
[16] mark,zuckerberg
[15] zuckerberg,priscilla
[15] priscilla,chan's
[15] chan's,800
[15] 800,000
[15] 000,donation

Top Word Pairs in Tweet in G9:
[31] mark,zuckerberg
[31] favorite,restaurants
[31] zuckerberg,wife
[31] wife,priscilla
[31] priscilla,chan
[31] chan,donate
[31] donate,100
[31] 100,000
[31] 000,each
[31] each,eight

Top Word Pairs in Tweet in G10:
[32] マーク,ザッカーバーグ夫妻はサンフランシスコベイエリアの8つのレストランに各
[32] ザッカーバーグ夫妻はサンフランシスコベイエリアの8つのレストランに各,100kずつ寄付したと
[31] 100kずつ寄付したと,この8件のうち3件がサンマテオのsushi
[31] この8件のうち3件がサンマテオのsushi,sam'sや怒髪天ラーメン等の日本食系っていうのがなんか嬉しい
[31] haj_in_sf,マーク
[31] sam'sや怒髪天ラーメン等の日本食系っていうのがなんか嬉しい,自分も少しでもこういうことができる

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@businessinsider
@sfgate
@1naasty
@stanlevenson
@katie_roof
@chihiroshinzaki
@xhnews
@jonmchu
@haj_in_sf
@pinboard

Top Mentioned in G1:
@thebeardedjew2
@scottcapurro

Top Mentioned in G2:
@businessinsider
@hblodget
@jason
@chr1sa
@dswinder
@jessysnouwaert
@pyramidfire

Top Mentioned in G3:
@sfgate
@katie_roof
@forbes
@lacicciasf
@jonmchu
@chr1sa
@hblodget
@businessinsider
@jason
@katiedowd

Top Mentioned in G4:
@christinepolon1
@althutch
@federalistno78
@solmemes1
@klrtw8
@shorty56167141
@adrienne711
@lavenderlives
@anneolsen43
@madaddictsport

Top Mentioned in G5:
@czbiohub
@ucsf
@exploratorium
@cziscience
@chanzuckerberg
@ohiostate
@bopinion
@osuengineering
@dhavlir

Top Mentioned in G6:
@1naasty

Top Mentioned in G7:
@stanlevenson
@donorschoose

Top Mentioned in G8:
@chihiroshinzaki

Top Mentioned in G9:
@xhnews
@businessinsider

Top Mentioned in G10:
@haj_in_sf

Top Tweeters
Top Tweeters in Entire Graph:
@hrblock_21
@el_universal_mx
@talkintou
@karlos_240
@may_roma
@davidpapp
@iam__network
@businessinsider
@bbusa617
@analyticaglobal

Top Tweeters in G1:
@davidpapp
@analyticaglobal
@libertatea
@mercnews
@marcosarellano
@digitalwater888
@angsuman
@feed_stocks
@latestcomments
@iveygirl08

Top Tweeters in G2:
@businessinsider
@mjgarciakcmo
@agungwidrajat
@michaelmiguelce
@mrpshropshire
@juliettetorrez
@fbonacci
@dokscho
@razroad
@tammyinmt406

Top Tweeters in G3:
@iggy
@thefiretracker2
@forbes
@rocobasilisk
@jonesls
@sfgate
@eric_young_1
@ms_tlovee
@hchan03
@marc_dylan

Top Tweeters in G4:
@freenaynow
@marimacint
@christinepolon1
@rajean57
@almostjingo
@smileygurl56
@lavenderlives
@1gigisims
@bourdinfred
@solmemes1

Top Tweeters in G5:
@hdmcardenadenis
@bopinion
@needhibhalla
@chrisgolden
@bloomberg
@ohiostate
@ucsf
@exploratorium
@matias_kaplan
@no_to_war

Top Tweeters in G6:
@tarrimarkel
@josiegirlz5
@dynatre3
@l3idenlegs
@1crazy_toaster
@vibryant7
@fathersdaughte4
@candacesj8
@lisaten1
@trumpyqgirl

Top Tweeters in G7:
@nplace1
@manningtheship
@ginaparnell
@krazy_4_kinder
@mcgettiganmeg
@debbieteach2nd
@donorschoose
@authorjwiller
@cmiller_teacher
@kasmom24

Top Tweeters in G8:
@tofu_12
@hinowaku
@hhb_yori
@hokubey
@naoxjb
@sky0422
@hitomiishihara1
@_stephanie_beta
@pochi_utsuho
@_sisen_

Top Tweeters in G9:
@2601manish
@polishchukvlady
@queenmsheba
@shaikhsays
@xhnews
@rehnumasamaji
@saijirax
@larryboorstein
@fadli_tamam
@jrobertoguanaj1

Top Tweeters in G10:
@may_roma
@flyinglarus
@yasui_yumeki
@arisakamigiwa
@meroson
@lalahearttwit
@mendokusaiyone
@takana774
@tachinomi
@hakataonna


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