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SARS-COV_2022-01-14_02-18-02.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3qsamMB
@maxdelvallee
@lximenezfyvie
@poisonjadevine
@f250roush
@drmarlone
@coryrove
@takavet1
@angie_rasmussen
@authornickunj
@billybostickson

Top hashtags:
#emmerdonslesdesinformateurs
#exposefauci
#ade
#baric
#unc
#covid19
#sars

Description:
Description
The graph represents a network of 6,986 Twitter users whose tweets in the requested range contained "SARS-COV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 14 January 2022 at 10:25 UTC.

The requested start date was Friday, 14 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 13-day, 10-hour, 54-minute period from Friday, 31 December 2021 at 01:29 UTC to Thursday, 13 January 2022 at 12:23 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 : 6986
Unique Edges : 4225
Edges With Duplicates : 9316
Total Edges : 13541
Number of Edge Types : 5
Mentions : 2849
Retweet : 3762
MentionsInRetweet : 5355
Replies to : 998
Tweet : 577
Self-Loops : 615
Reciprocated Vertex Pair Ratio : 0.00558304783656896
Reciprocated Edge Ratio : 0.0111041009463722
Connected Components : 974
Single-Vertex Connected Components : 257
Maximum Vertices in a Connected Component : 1096
Maximum Edges in a Connected Component : 3293
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 3.363497
Graph Density : 0.000162406826127969
Modularity : 0.565684
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,986 Twitter users whose tweets in the requested range contained "SARS-COV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 14 January 2022 at 10:25 UTC.

The requested start date was Friday, 14 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 13-day, 10-hour, 54-minute period from Friday, 31 December 2021 at 01:29 UTC to Thursday, 13 January 2022 at 12:23 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 : SARS-COV
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:
[74] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7377703/
[27] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512237/
[8] https://www.puntoporpunto.com/noticias/politica/el-mundo-registro-2-millones-de-casos-diarios-de-sars-cov-2-disparandose-270-las-infecciones/
[6] https://www.sciencedirect.com/science/article/pii/S1018364721004729
[5] https://www.puntoporpunto.com/noticias/lo-mas-reciente/texto-integro-el-mundo-sigue-dando-respuesta-insuficiente-despues-del-primer-ano-de-la-pandemia/
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2294-9
[3] https://www.abitab.com.uy/innovaportal/v/27888/12/abitab/babasonicos
[3] https://www.documentcloud.org/documents/21066966-defuse-proposal
[3] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC7377703/
[3] https://pubmed.ncbi.nlm.nih.gov/22536382/

Top URLs in Tweet in G2:
[1] https://twitter.com/AlineAline2626/status/1474525482808918018
[1] https://twitter.com/i24news_fr/status/1478843450497896459
[1] https://www.lepoint.fr/monde/origine-du-covid-19-defuse-le-document-secret-qui-accable-les-labos-24-09-2021-2444607_24.php
[1] https://twitter.com/Ayjchan/status/1479185110952030212
[1] https://pgibertie.com/2022/01/11/trois-eminents-scientifiques-francais-omicron-et-la-fin-de-la-pandemie/
[1] https://twitter.com/CNEWS/status/1479745979138162691

Top URLs in Tweet in G3:
[1] https://twitter.com/Trilliana_z/status/1478523914976632836?s=20

Top URLs in Tweet in G4:
[2] https://t.me/dentrolanotizia/2083
[2] http://ai-vres.blogspot.com/2022/01/sars-cov-2-3012-15-24.html
[2] https://fai.informazione.it/67F27623-6854-42F3-9D4D-EB919F21646A/Covid-influenza-normale-o-mortale
[2] https://www.abitab.com.uy/innovaportal/v/27888/12/abitab/babasonicos
[1] https://reseauinternational.net/le-cdc-admet-que-la-pandemie-de-covid-etait-le-produit-dun-test-inapproprie/
[1] https://www.repubblica.it/salute/2021/12/31/news/il_futuro_di_covid-19_diventera_endemico_e_impareremo_a_gestirlo-332111821/?ref=RHTP-BH-I322793271-P2-S4-T1
[1] https://svpressa.ru/health/news/320950/
[1] http://ai-vres.blogspot.com/2021/12/sars-cov-2-2912-27-38.html
[1] https://pulsmedycyny.pl/dlaczego-prace-nad-szczepionka-przeciw-koronawirusowi-sars-cov-2-przebiegaja-szybciej-niz-w-przypadku-hiv-i-hcv-1006490
[1] https://www.nature.com/articles/s41467-021-26910-8

Top URLs in Tweet in G5:
[1] https://www.hindawi.com/journals/cjidmm/2006/152612/
[1] https://www.cell.com/cell-host-microbe/pdf/S1931-3128(20)30231-6.pdf

Top URLs in Tweet in G6:
[2] https://www.news-medical.net/health/How-does-SARS-CoV-2-Compare-to-SARS-CoV.aspx
[1] https://patents.google.com/patent/US7220852B1/en
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930484-9%2Ffulltext&rc=0

Top URLs in Tweet in G7:
[73] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7377703/
[27] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512237/
[1] https://www.precisionvaccinations.com/vaccines/coravax-covid-19-vaccine
[1] https://twitter.com/JenniferNuzzo/status/1477982389150310400
[1] https://twitter.com/viakrm/status/1477965797679058945
[1] https://twitter.com/YOW_Politics/status/1477964253948788738
[1] https://pubmed.ncbi.nlm.nih.gov/32744716/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z

Top URLs in Tweet in G8:
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2294-9
[1] https://www.gov.uk/government/publications/sage-93-minutes-coronavirus-covid-19-response-7-july-2021/sage-93-minutes-coronavirus-covid-19-response-7-july-2021
[1] https://pubmed.ncbi.nlm.nih.gov/26552008/

Top URLs in Tweet in G9:
[3] https://www.documentcloud.org/documents/21066966-defuse-proposal
[2] https://archive.md/yXjt4
[2] https://www.tandfonline.com/doi/full/10.1080/22221751.2020.1780953?cookieSet=1
[1] https://pubmed.ncbi.nlm.nih.gov/17184168/
[1] https://www.semanticscholar.org/paper/Baculovirus-surface-display-of-SARS-coronavirus-and-Feng-Liu/5f80e210b31e1a4744ae02c65a86f544356a4ef8?p2df
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092805/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2258702/
[1] https://link.springer.com/article/10.1007/s00705-010-0729-6
[1] https://archive.fo/eiWvH
[1] https://thenativeantigencompany.com/products/sars-coronavirus-spike-glycoprotein-s1-his-tag-hek293/

Top Domains
Top Domains in Tweet in Entire Graph:
[154] nih.gov
[104] twitter.com
[29] ertnews.gr
[20] nature.com
[16] puntoporpunto.com
[14] sporadestv.com
[12] cdc.gov
[10] maghreb-post.de
[10] prismaradio.gr
[9] sciencedirect.com

Top Domains in Tweet in G2:
[4] twitter.com
[1] lepoint.fr
[1] pgibertie.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[41] twitter.com
[24] ertnews.gr
[14] sporadestv.com
[10] prismaradio.gr
[9] nih.gov
[4] nature.com
[4] cdc.gov
[4] lefkadatoday.gr
[3] blogspot.com
[3] who.int

Top Domains in Tweet in G5:
[1] hindawi.com
[1] cell.com

Top Domains in Tweet in G6:
[2] news-medical.net
[1] google.com
[1] elsevierhealth.com

Top Domains in Tweet in G7:
[101] nih.gov
[3] twitter.com
[1] precisionvaccinations.com
[1] nature.com

Top Domains in Tweet in G8:
[4] nature.com
[1] gov.uk
[1] nih.gov

Top Domains in Tweet in G9:
[5] nih.gov
[3] documentcloud.org
[2] archive.md
[2] tandfonline.com
[1] semanticscholar.org
[1] springer.com
[1] archive.fo
[1] thenativeantigencompany.com
[1] medrxiv.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[614] emmerdonslesdesinformateurs
[58] exposefauci
[44] ade
[19] baric
[18] unc
[8] covid19
[8] sars
[8] ace2
[8] human
[6] covid



Top Hashtags in Tweet in G2:
[607] emmerdonslesdesinformateurs
[1] covidiot

Top Hashtags in Tweet in G4:
[4] covid19
[2] omicron
[2] virus
[1] acubapónlecorazón
[1] sarscov2
[1] sarbecovirus
[1] afp
[1] vironsmacron
[1] fi
[1] giletsjaunes

Top Hashtags in Tweet in G7:
[44] ade
[1] longcovid
[1] naturalimmunity

Top Hashtags in Tweet in G9:
[1] originofcovid

Top Words
Top Words in Tweet in Entire Graph:
[4543] cov
[4511] sars
[1069] lximenezfyvie
[1053] tengo
[1048] pregunta
[1046] doctora
[1043] antivaxer
[1039] infección
[1031] poisonjadevine
[1029] tasas

Top Words in Tweet in G1:
[1065] lximenezfyvie
[1042] doctora
[1041] pregunta
[1040] tengo
[1039] antivaxer
[1027] poisonjadevine
[1026] infección
[1024] tasas
[1024] masivas
[1011] reinfec

Top Words in Tweet in G2:
[725] maxdelvallee
[608] ont
[607] amusant
[607] constater
[607] bcp
[607] ceux
[607] utilisent
[607] hashtag
[607] #emmerdonslesdesinformateurs
[607] sont

Top Words in Tweet in G3:
[1265] sars
[1241] cov
[395] takavet1
[386] 新型コロナウイルス
[386] とsarsコロナウイルス
[386] とは基本的な遺伝構造は同じです
[386] コロナウイルスは様々なタンパク質を作るのが特徴なのですが
[386] 2とsars
[386] covはわずかに異ります
[386] しかしどちらも

Top Words in Tweet in G4:
[405] sars
[390] cov
[71] η
[57] των
[53] virus
[52] 2022
[51] στις
[51] πανελλαδικά
[49] εξέλιξη
[49] νέων

Top Words in Tweet in G5:
[289] cov
[164] sars
[122] oc43
[122] common
[122] cold
[122] coronavirus
[122] shows
[122] cross
[122] reactive
[122] properties

Top Words in Tweet in G6:
[56] sars
[52] cov
[23] angryfleas
[22] jimlikesbb
[22] artyshouse
[22] teamphil
[22] famoussheymus
[21] jonrfleming
[21] nickdone8
[21] jvangent1001

Top Words in Tweet in G7:
[177] cov
[174] sars
[100] antibodies
[74] against
[74] spike
[74] use
[73] proteins
[73] cause
[73] ade
[73] data

Top Words in Tweet in G8:
[19] cov
[10] sars
[7] andylumm
[7] pawley_robert
[7] rtheatheist
[7] wjack76995
[6] sassygirld1
[6] drjoemccarthy
[6] justplaying2win
[6] thecrystalbrian

Top Words in Tweet in G9:
[84] sars
[81] cov
[50] hiv
[49] bj01
[25] protein
[24] bat
[23] china
[22] judicialwatch
[22] under
[22] r01

Top Words in Tweet in G10:
[69] 前面路德直播结束抽两根烟手冲杯咖啡还惦记着秦成峰
[69] 秦鄂德
[69] 姜涛
[69] 这一通看的我差点没从沙发上掉下来
[69] 又是仨毒王联手
[69] 这不就是闫路直播近两年耳熟能详的专业术语实验过程吗
[69] 这
[69] 这还是2008年啊
[69] sars
[69] cov

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4235] sars,cov
[1044] tengo,pregunta
[1044] pregunta,doctora
[1043] antivaxer,tengo
[1042] doctora,lximenezfyvie
[1028] tasas,masivas
[1028] masivas,infección
[1027] poisonjadevine,antivaxer
[1027] lximenezfyvie,tasas
[1015] infección,reinfec

Top Word Pairs in Tweet in G1:
[1040] tengo,pregunta
[1040] pregunta,doctora
[1039] antivaxer,tengo
[1038] doctora,lximenezfyvie
[1024] tasas,masivas
[1024] masivas,infección
[1023] poisonjadevine,antivaxer
[1023] lximenezfyvie,tasas
[1011] infección,reinfec
[13] infección,reinfeccion

Top Word Pairs in Tweet in G2:
[607] amusant,constater
[607] constater,bcp
[607] bcp,ceux
[607] ceux,utilisent
[607] utilisent,hashtag
[607] hashtag,#emmerdonslesdesinformateurs
[607] #emmerdonslesdesinformateurs,sont
[607] sont,mêmes
[607] mêmes,ont
[607] ont,affirmé

Top Word Pairs in Tweet in G3:
[1241] sars,cov
[386] 新型コロナウイルス,sars
[386] cov,とsarsコロナウイルス
[386] とsarsコロナウイルス,sars
[386] cov,とは基本的な遺伝構造は同じです
[386] とは基本的な遺伝構造は同じです,コロナウイルスは様々なタンパク質を作るのが特徴なのですが
[386] コロナウイルスは様々なタンパク質を作るのが特徴なのですが,sars
[386] cov,2とsars
[386] 2とsars,covはわずかに異ります
[386] covはわずかに異ります,しかしどちらも

Top Word Pairs in Tweet in G4:
[372] sars,cov
[49] η,εξέλιξη
[49] εξέλιξη,των
[49] των,νέων
[49] νέων,μολύνσεων
[49] μολύνσεων,sars
[49] cov,στις
[43] 2022,πανελλαδικά
[34] πανελλαδικά,με
[34] με,μια

Top Word Pairs in Tweet in G5:
[164] sars,cov
[122] cov,oc43
[122] oc43,common
[122] common,cold
[122] cold,coronavirus
[122] coronavirus,shows
[122] shows,cross
[122] cross,reactive
[122] reactive,properties
[122] properties,sars

Top Word Pairs in Tweet in G6:
[52] sars,cov
[20] michaelmacftl,tifaswindmill
[20] tifaswindmill,truthgibbon
[20] truthgibbon,crenwot
[20] crenwot,grannyspaddle
[20] jpizzle1385,erockdouble1
[20] tomdoubting,friendofthurlow
[20] friendofthurlow,antifarioter
[20] antifarioter,0hnodano
[20] pjglad,angrypamela

Top Word Pairs in Tweet in G7:
[170] sars,cov
[73] antibodies,against
[73] against,spike
[73] spike,proteins
[73] proteins,sars
[73] cov,cause
[73] cause,ade
[73] data,raises
[73] concern,regarding
[73] regarding,use

Top Word Pairs in Tweet in G8:
[10] sars,cov
[6] cov,sars
[5] thecrystalbrian,rtheatheist
[5] rtheatheist,drjoemccarthy
[5] drjoemccarthy,justplaying2win
[5] justplaying2win,wjack76995
[5] wjack76995,pawley_robert
[5] pawley_robert,andylumm
[5] andylumm,sassygirld1
[5] sassygirld1,moy_barry

Top Word Pairs in Tweet in G9:
[76] sars,cov
[28] hiv,bj01
[22] judicialwatch,under
[22] under,r01
[22] r01,awarded
[22] awarded,2014
[22] 2014,discovered
[22] discovered,gt
[22] gt,50
[22] 50,bat

Top Word Pairs in Tweet in G10:
[69] 前面路德直播结束抽两根烟手冲杯咖啡还惦记着秦成峰,秦鄂德
[69] 秦鄂德,姜涛
[69] 姜涛,这一通看的我差点没从沙发上掉下来
[69] 这一通看的我差点没从沙发上掉下来,又是仨毒王联手
[69] 又是仨毒王联手,这不就是闫路直播近两年耳熟能详的专业术语实验过程吗
[69] 这不就是闫路直播近两年耳熟能详的专业术语实验过程吗,这
[69] 这,这还是2008年啊
[69] 这还是2008年啊,sars
[69] sars,cov
[68] voczj,前面路德直播结束抽两根烟手冲杯咖啡还惦记着秦成峰

Top Replied-To
Top Replied-To in Entire Graph:
@realdoctort
@usaenespanol
@lximenezfyvie
@juanovoa
@mae_rusia
@infoamia
@erictopol
@calirunnerdoc
@billybostickson
@toolemond

Top Replied-To in G1:
@lximenezfyvie
@poisonjadevine
@voodo_chile

Top Replied-To in G2:
@jlgervaise
@caroljhedges
@drmarlone
@jfaerber

Top Replied-To in G3:
@takavet1

Top Replied-To in G5:
@trishthedish_7
@kerpen

Top Replied-To in G6:
@realdoctort
@toolemond
@tsaphtsaphaph
@gators5and12nc
@gumbeauxmike
@jonrfleming
@bconnectedj
@lostintheburbs

Top Replied-To in G7:
@erictopol
@calirunnerdoc
@abdrummer
@nytimes
@calonghurst
@kadkhodakamran
@agentnumberblue
@sarahfischer__
@katyingraham
@dellaluna

Top Replied-To in G8:
@sassygirld1
@tyronewjackson
@8brianvogel4
@thecrystalbrian
@wendyorent
@sarabandkasny

Top Replied-To in G9:
@billybostickson
@judicialwatch
@kevin_mckernan
@scotub
@stevenemassey
@angie_rasmussen
@wowawesomeness
@hahayoukunt
@monarahalkar
@daoyu15

Top Mentioned
Top Mentioned in Entire Graph:
@lximenezfyvie
@poisonjadevine
@maxdelvallee
@takavet1
@gummibear737
@voczj
@laoctavadigital
@drmarlone
@geniusheads00
@iiehsoll

Top Mentioned in G1:
@lximenezfyvie
@poisonjadevine
@ver2414_2
@anafvega
@lopezobrador_
@jhonlinx
@phoenixikki
@viri_rios
@voodo_chile

Top Mentioned in G2:
@maxdelvallee
@drmarlone
@mimesophie
@tantalite
@annette_lexa
@artapolau
@fractalharry
@bellontef

Top Mentioned in G3:
@takavet1
@jdt6pavdfrvpnkf
@ryo_anuenue

Top Mentioned in G4:
@namikof
@ryszardm71
@menabster
@tednjorogeke
@teatrodeverano

Top Mentioned in G5:
@gummibear737
@ewoodhouse7
@wendylee21742
@trishthedish_7

Top Mentioned in G6:
@angryfleas
@jimlikesbb
@artyshouse
@teamphil
@famoussheymus
@nickdone8
@jvangent1001
@pamelaedwards
@jonrfleming
@mattallica17

Top Mentioned in G7:
@erictopol
@rudytanzi
@nytimes
@alisavaldesrod1
@em23397
@kathleenganley
@borisjohnson
@justintrudeau
@governorwinslow
@mitchelladams90

Top Mentioned in G8:
@andylumm
@pawley_robert
@rtheatheist
@wjack76995
@drjoemccarthy
@justplaying2win
@moy_barry
@lwsmith15
@thecrystalbrian
@sassygirld1

Top Mentioned in G9:
@franciscodeasis
@judicialwatch
@hellnogmo
@cuestionquimica
@jikkykjj
@billybostickson
@wowawesomeness
@rossana38510044
@kevinmch3
@mlipsitch

Top Mentioned in G10:
@voczj

Top Tweeters
Top Tweeters in Entire Graph:
@adrianat9735
@crweworld
@commonpatriot
@littlebytesnews
@ginniasa
@caligirlleftie
@copyofone
@fainformazione
@thehill
@menabster

Top Tweeters in G1:
@danocamx
@elmartinx
@galarole08
@torosytoritos54
@bishubish
@erickisback1
@eltiotonysoy
@comsatori
@christerna
@ricramt2010

Top Tweeters in G2:
@altai_armande
@radiolondres6
@teppdude
@brunedrot
@lopezdominique2
@astsof
@caroljhedges
@alek_aloha
@escal177r
@bbddpp

Top Tweeters in G3:
@drstrangel
@liamisak_
@ss1jc5kzabuh6li
@rakisis568
@ponyoponyossyi
@satoshikatumata
@ygjumi
@rapid_hirohiro
@tonov3_vanvi
@setuka_0616

Top Tweeters in G4:
@crweworld
@fainformazione
@menabster
@navroopsingh_
@ioannina24
@paulpaul49
@latribunahn
@grayengineer
@montllo
@ashokathebear

Top Tweeters in G5:
@schwingcat
@laughingmantwit
@johnschreiber8
@funymnjamo
@paularitchie3
@moolahmitch
@rigmatthew
@leeleeraider70
@redhatty
@mel75801

Top Tweeters in G6:
@commonpatriot
@kristiwelshies
@trumper_tantrum
@poguemoran
@joimonki
@forrestfernmist
@virtualgstorm
@famoussheymus
@kalymera1960
@curlyheckler

Top Tweeters in G7:
@nytimes
@vabvox
@joncoopertweets
@denverpost
@fox5ny
@myfriendliz
@hap317
@dailycamera
@titusnation
@dailycoffee533

Top Tweeters in G8:
@quin4trump
@adevotedyogi
@marvinrjeffcoat
@kjon1234561234
@beyerstein
@slaterbrowne
@wjack76995
@michel78118339
@jsaholmes
@abd130usa22nq

Top Tweeters in G9:
@caligirlleftie
@demiurgotuiter
@esterrubio2
@vicentelozadab
@amartpenalv
@fali_mz
@tumble_w33d
@judicialwatch
@aotearoamouse
@dvharry2020

Top Tweeters in G10:
@2hbugf2xcwwblkj
@aliyoung_com
@wendylu_1
@zuoqinliang
@xiaohuasong3
@yogavoyager
@duan39007424
@honglanliu1
@nettoken
@twtnando88


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