SARS-NCOV, Twitter, 1/14/2022 12:24:52 PM, 270006


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SARS-NCOV_2022-01-14_02-57-28.xlsx
SARS-NCOV_2022-01-14_02-57-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2022
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3K8ZISP
@adamjkucharski
@voiceof81716176
@motoisuzuki
@pyotr1840
@monstercoyliar
@hrkz1985
@takethatct
@thechiefnerd
@jsaholmes
@covidrights

Top hashtags:
#covid19
#sarscov2
#covid
#coronavirus
#ncov
#novel
#コロナ
#sars
#新型コロナ

Description:
Description
The graph represents a network of 2,835 Twitter users whose tweets in the requested range contained "SARS-NCOV", 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 11:02 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, 38-minute period from Friday, 31 December 2021 at 01:21 UTC to Thursday, 13 January 2022 at 11:59 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 : 2835
Unique Edges : 1649
Edges With Duplicates : 2395
Total Edges : 4044
Number of Edge Types : 5
Retweet : 909
MentionsInRetweet : 995
Tweet : 356
Replies to : 491
Mentions : 1293
Self-Loops : 382
Reciprocated Vertex Pair Ratio : 0.0036915504511895
Reciprocated Edge Ratio : 0.00735594605639559
Connected Components : 528
Single-Vertex Connected Components : 167
Maximum Vertices in a Connected Component : 792
Maximum Edges in a Connected Component : 1458
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.659413
Graph Density : 0.000304565747990824
Modularity : 0.619136
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,835 Twitter users whose tweets in the requested range contained "SARS-NCOV", 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 11:02 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, 38-minute period from Friday, 31 December 2021 at 01:21 UTC to Thursday, 13 January 2022 at 11:59 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-NCOV
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:
[178] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[69] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10876-sars-cov-2-b-1-1-529.html
[37] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[35] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10880-covid19-66.html
[30] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#anchor_1634654801820
[28] https://www.niid.go.jp/niid/ja/2019-ncov/2488-idsc/iasr-news/10885-504p01.html
[26] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#:~:text=A%20study%20of%20an%20outbreak,70%25%20reduced%20risk
[25] https://www.niid.go.jp/niid/en/2019-ncov-e/10884-covid19-66-en.html
[22] https://journals.scholarsportal.info/search?q=((COVID-19)+OR+(2019-nCoV)+OR+(SARS-CoV-2))&search_in=anywhere&date_from=&date_to=&sort=relevance&sub=
[18] https://www.cdc.gov/csels/dls/locs/2021/07-21-2021-lab-alert-Changes_CDC_RT-PCR_SARS-CoV-2_Testing_1.html

Top URLs in Tweet in G1:
[1] https://nextstrain.org/ncov/gisaid/global
[1] https://twitter.com/UWVirology/status/1478125778889969668
[1] https://www.niaid.nih.gov/diseases-conditions/coronaviruses
[1] https://www.cdc.gov/coronavirus/2019-ncov/symptoms-testing/symptoms.html

Top URLs in Tweet in G2:
[36] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10876-sars-cov-2-b-1-1-529.html
[22] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10880-covid19-66.html
[22] https://journals.scholarsportal.info/search?q=((COVID-19)+OR+(2019-nCoV)+OR+(SARS-CoV-2))&search_in=anywhere&date_from=&date_to=&sort=relevance&sub=
[13] https://www.niid.go.jp/niid/en/2019-ncov-e/10884-covid19-66-en.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[7] https://www.niid.go.jp/niid/ja/2019-ncov/2488-idsc/iasr-news/10885-504p01.html
[6] https://www.cdc.gov/csels/dls/locs/2021/07-21-2021-lab-alert-Changes_CDC_RT-PCR_SARS-CoV-2_Testing_1.html
[6] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7324311/
[4] https://www.cdc.gov/coronavirus/2019-ncov/hcp/guidance-risk-assesment-hcp.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G3:
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/testing.html
[1] https://twitter.com/Cryptomally84/status/1478222244962787330?s=20
[1] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[1] https://www.ncbi.nlm.nih.gov/gene/54938

Top URLs in Tweet in G4:
[18] https://www.niid.go.jp/niid/ja/2019-ncov/2488-idsc/iasr-news/10885-504p01.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10899-covid19-67.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10880-covid19-66.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10876-sars-cov-2-b-1-1-529.html
[1] https://www.niid.go.jp/niid/en/2019-ncov-e/10884-covid19-66-en.html

Top URLs in Tweet in G5:
[3] https://www.cdc.gov/coronavirus/2019-ncov/lab/multiplex.html
[1] https://www.cdc.gov/csels/dls/locs/2021/07-21-2021-lab-alert-Changes_CDC_RT-PCR_SARS-CoV-2_Testing_1.html?ACSTrackingID=USCDC_2146-DM62994&ACSTrackingLabel=Lab%20Alert%3A%20Clarifications%20about%20the%20Retirement%20of%20the%20CDC%202019%20Novel%20Coronavirus%20(2019-nCov)%20Real-Time%20RT-PCR%20Diagnostic%20Panel&deliveryName=USCDC_2146-DM62994
[1] https://www.pnas.org/content/118/4/e2014564118
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#anchor_1634654801820
[1] https://www.bmj.com/content/375/bmj-2021-068302
[1] https://med.stanford.edu/news/all-news/2021/09/surgical-masks-covid-19.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G6:
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2488-idsc/iasr-news/10885-504p01.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10880-covid19-66.html?fbclid=IwAR3gncpKyO54OOXanLToP2NU9Z0-II3FrU9I6GqGup1d5xbWxiSjTkBEdsM

Top URLs in Tweet in G7:
[5] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[3] https://www.acpjournals.org/doi/10.7326/M21-2780?cookieSet=1
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[2] https://www.cdc.gov/csels/dls/locs/2021/07-21-2021-lab-alert-Changes_CDC_RT-PCR_SARS-CoV-2_Testing_1.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fmasking-science-sars-cov2.html#anchor_1634654832779
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fmasking-science-sars-cov2.html

Top URLs in Tweet in G8:
[1] https://nextstrain.org/ncov/gisaid/global

Top URLs in Tweet in G9:
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G10:
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top Domains
Top Domains in Tweet in Entire Graph:
[421] cdc.gov
[192] go.jp
[44] scholarsportal.info
[34] nextstrain.org
[27] nih.gov
[24] who.int
[23] twitter.com
[12] flutrackers.com
[11] pnas.org
[11] sciencedirect.com

Top Domains in Tweet in G1:
[1] nextstrain.org
[1] twitter.com
[1] nih.gov
[1] cdc.gov

Top Domains in Tweet in G2:
[95] go.jp
[44] scholarsportal.info
[38] cdc.gov
[10] nih.gov
[10] twitter.com
[8] nextstrain.org
[4] genomediscovery.org
[4] google.com
[4] medrxiv.org
[3] fda.gov

Top Domains in Tweet in G3:
[2] cdc.gov
[1] twitter.com
[1] publichealthontario.ca
[1] nih.gov

Top Domains in Tweet in G4:
[22] go.jp

Top Domains in Tweet in G5:
[6] cdc.gov
[1] pnas.org
[1] bmj.com
[1] stanford.edu

Top Domains in Tweet in G6:
[2] go.jp

Top Domains in Tweet in G7:
[11] cdc.gov
[3] acpjournals.org

Top Domains in Tweet in G8:
[1] nextstrain.org

Top Domains in Tweet in G9:
[1] cdc.gov

Top Domains in Tweet in G10:
[4] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[116] covid19
[82] sarscov2
[52] covid
[51] coronavirus
[50] ncov
[48] novel
[46] コロナ
[44] sars
[42] 新型コロナ
[42] 2019ncov



Top Hashtags in Tweet in G2:
[23] covid19
[22] sarscov2
[3] omicron
[2] covid
[2] オミクロン株
[2] europe
[2] delta
[2] phylogenic
[2] sars_cov_2
[2] サキドリちゃん

Top Hashtags in Tweet in G4:
[1] covid19

Top Hashtags in Tweet in G5:
[1] donotcomply
[1] hardtoklll

Top Words
Top Words in Tweet in Entire Graph:
[1164] sars
[1106] cov
[717] delta
[477] omicron
[377] lineage
[349] far
[349] emerge
[348] haven't
[348] seen
[347] pattern

Top Words in Tweet in G1:
[682] delta
[343] sars
[342] cov
[342] emerge
[341] far
[341] haven't
[341] seen
[341] pattern
[341] omicron
[341] lineage

Top Words in Tweet in G2:
[155] sars
[145] cov
[86] covid
[74] 19
[57] ncov
[51] cdc
[50] オミクロン株
[48] 2019
[48] 529系統
[44] articles

Top Words in Tweet in G3:
[13] sars
[8] ncov
[6] cov
[4] time
[3] omicron
[3] mcfunny
[3] covid
[3] 2020
[3] cdc
[3] 2019

Top Words in Tweet in G4:
[116] cov
[114] 529系統
[114] オミクロン株
[110] motoisuzuki
[98] sars
[96] 感染による新型コロナウイルス感染症の積極的疫学調査
[96] 国立感染症研究所
[96] 国立国際医療研究センター
[67] 国際感染症センター
[66] 第1報

Top Words in Tweet in G5:
[14] sars
[10] one
[9] ncov
[6] test
[5] cov
[5] virus
[4] viruses
[4] tests
[4] pcr
[3] antoniotweets2

Top Words in Tweet in G6:
[64] cov
[64] 529系統
[64] オミクロン株
[63] sars
[63] 感染による新型コロナウイルス感染症の積極的疫学調査
[63] 第1報
[63] 感染性持続期間の検討
[59] ワクチン接種歴あれば
[59] オミクロン感染ら
[59] 発症10日で隔離解除できることが示された

Top Words in Tweet in G7:
[21] cdc
[15] fda
[14] december
[14] 31
[14] 2021
[14] withdraw
[14] request
[14] food
[14] drug
[14] administration

Top Words in Tweet in G8:
[53] sars
[53] cov
[53] omicron
[52] time
[52] lapse
[52] made
[52] genomic
[52] epidemiology
[52] 2020
[52] wuhan

Top Words in Tweet in G10:
[4] newzhq
[4] binghambg
[4] big_crusher1000
[4] sherrylynnww1
[4] quin4trump
[4] baby2thfairy
[4] nyywydd8c1pg6oc
[4] kesselmatty
[4] middlemolly
[4] nomoreblue1

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1043] sars,cov
[349] cov,omicron
[348] haven't,seen
[347] far,haven't
[347] seen,pattern
[347] pattern,sars
[347] omicron,emerge
[347] emerge,delta
[347] delta,lineage
[347] lineage,delta

Top Word Pairs in Tweet in G1:
[342] sars,cov
[341] far,haven't
[341] haven't,seen
[341] seen,pattern
[341] pattern,sars
[341] cov,omicron
[341] omicron,emerge
[341] emerge,delta
[341] delta,lineage
[341] lineage,delta

Top Word Pairs in Tweet in G2:
[132] sars,cov
[60] covid,19
[45] 529系統,オミクロン株
[44] scholars,portal
[30] 2019,ncov
[26] cov,2の変異株b
[24] 2の変異株b,529系統
[24] cov,529系統
[22] オミクロン株,感染による新型コロナウイルス感染症の積極的疫学調査
[22] 第1報,感染性持続期間の検討

Top Word Pairs in Tweet in G3:
[6] sars,cov
[6] sars,ncov
[2] covid,19
[2] 2019,ncov
[2] time,pcr
[2] merrynsw,ollysmithtravel
[2] ncov,wards
[2] positive,tested
[2] tested,staff
[2] chrisjohnsonmd,chris_f_carson

Top Word Pairs in Tweet in G4:
[114] 529系統,オミクロン株
[98] sars,cov
[96] cov,529系統
[96] オミクロン株,感染による新型コロナウイルス感染症の積極的疫学調査
[96] 国立感染症研究所,国立国際医療研究センター
[94] motoisuzuki,sars
[67] 国立国際医療研究センター,国際感染症センター
[66] 感染による新型コロナウイルス感染症の積極的疫学調査,第1報
[66] 第1報,感染性持続期間の検討
[66] 感染性持続期間の検討,令和4年1月5日

Top Word Pairs in Tweet in G5:
[9] sars,ncov
[5] sars,cov
[3] covid,19
[3] batshit,conspiracy
[3] conspiracy,theories
[2] multiplex,test
[2] test,such
[2] first,generation
[2] authorised,pcr
[2] pcr,tests

Top Word Pairs in Tweet in G6:
[64] 529系統,オミクロン株
[63] sars,cov
[63] cov,529系統
[63] オミクロン株,感染による新型コロナウイルス感染症の積極的疫学調査
[63] 感染による新型コロナウイルス感染症の積極的疫学調査,第1報
[63] 第1報,感染性持続期間の検討
[59] ワクチン接種歴あれば,オミクロン感染ら
[59] オミクロン感染ら,発症10日で隔離解除できることが示された
[59] 発症10日で隔離解除できることが示された,sars
[58] hrkz1985,ワクチン接種歴あれば

Top Word Pairs in Tweet in G7:
[14] december,31
[14] 31,2021
[14] 2021,cdc
[14] cdc,withdraw
[14] withdraw,request
[14] request,food
[14] food,drug
[14] drug,administration
[14] administration,fda
[14] fda,emergency

Top Word Pairs in Tweet in G8:
[53] sars,cov
[52] time,lapse
[52] lapse,made
[52] made,genomic
[52] genomic,epidemiology
[52] epidemiology,sars
[52] cov,2020
[52] 2020,wuhan
[52] wuhan,strain
[52] strain,notice

Top Word Pairs in Tweet in G10:
[4] binghambg,big_crusher1000
[4] big_crusher1000,sherrylynnww1
[4] sherrylynnww1,quin4trump
[4] quin4trump,baby2thfairy
[4] baby2thfairy,nyywydd8c1pg6oc
[4] nyywydd8c1pg6oc,kesselmatty
[4] kesselmatty,middlemolly
[4] middlemolly,nomoreblue1
[4] nomoreblue1,kcinor
[4] firecandy08,murder_fancier

Top Replied-To
Top Replied-To in Entire Graph:
@artavuso
@esztersmt
@jamesmi36448366
@coopcrismom
@rockets9394
@coolbird76
@binghambg
@justme52500634
@owhnews
@3newsnowomaha

Top Replied-To in G1:
@happyhexer

Top Replied-To in G3:
@takethatct
@seamusmacsuibh1
@modamerart
@scottadamssays
@bellawallerstei
@merrynsw
@jay_g46
@atyhans
@chrisjohnsonmd

Top Replied-To in G5:
@rychus81
@keithmacintyre
@destrymaycock
@blcartwright
@jason696959
@sian_condon
@chokingonwoke
@jeffreydavidphd
@michaelgrainge
@cryptojah2

Top Replied-To in G7:
@johnbok5
@jljcolorado
@trs_plvs_ultra
@andybrandy
@lottiebee77
@isabeloakeshott
@gbnews
@talkradio
@rando_shelly

Top Replied-To in G9:
@surfercosmic

Top Replied-To in G10:
@binghambg
@newzhq

Top Mentioned
Top Mentioned in Entire Graph:
@adamjkucharski
@motoisuzuki
@hrkz1985
@thechiefnerd
@iloha_train
@drml350phd
@trishgreenhalgh
@bayoumaw
@flutrackers
@hichachu

Top Mentioned in G1:
@adamjkucharski
@nicolejacobi4
@abraarkaran

Top Mentioned in G2:
@drml350phd
@marieaaow
@drlboominathan
@fprissert

Top Mentioned in G3:
@mcfunny
@ghoppe
@mdrisette
@kathmarval
@carlsmythe
@ollysmithtravel
@chris_f_carson
@frugalsues
@andylumm
@wjack76995

Top Mentioned in G4:
@motoisuzuki
@adamjkucharski

Top Mentioned in G5:
@antoniotweets2
@justintrudeau
@reaccionapr
@richarddunda
@ryanandrewgray
@rob_bristow_ca
@maxfawcett
@thayepema
@tinfoilhat83
@maximum_nice

Top Mentioned in G6:
@hrkz1985
@motoisuzuki

Top Mentioned in G7:
@bayoumaw
@cdcgov
@nadhimzahawi
@kanton_thurgau
@juliahb1
@jljcolorado
@paulembery
@iamgoingtosleep
@primroseriordan
@darren_jones26

Top Mentioned in G8:
@thechiefnerd
@adamjkucharski

Top Mentioned in G9:
@ftfeofficial
@cvreug
@flerfsareidiots
@kanchristo
@denniswhalebone
@try_thinking
@runninghippo
@ptroubleshooter
@maidelk
@phaenomena12

Top Mentioned in G10:
@big_crusher1000
@sherrylynnww1
@quin4trump
@baby2thfairy
@nyywydd8c1pg6oc
@kesselmatty
@middlemolly
@nomoreblue1
@kcinor
@firecandy08

Top Tweeters
Top Tweeters in Entire Graph:
@kakusan_rt
@americanair
@myfavoritescene
@matiere
@littlebytesnews
@sosorasora3
@saki_tokyojapan
@madfall1213
@viralvideovlogs
@fusasippona

Top Tweeters in G1:
@myfavoritescene
@maybel65
@bassaces1
@fiona_fionnagal
@benishii_
@drrimmer
@pfanderson
@e2dot7182818284
@gwinniejones
@scottishfirst

Top Tweeters in G2:
@matiere
@nozakitakehide
@peko409
@moetaxi
@shilohwalker
@donsw2
@za_yi
@nana0773nana
@r477mieyunoyama
@hagi220

Top Tweeters in G3:
@adevotedyogi
@doritmi
@_mamadeb
@denutrients
@monstercoyliar
@wjack76995
@atyhans
@jsaholmes
@mcfunny
@frankdelia7

Top Tweeters in G4:
@fusasippona
@otakutokkai
@thouautumn
@y_fujisaki
@zephyorg
@ohtsune2nd
@sitesirius
@supermnemonic
@osakakyoto_0825
@makoto_souji

Top Tweeters in G5:
@redeemedseven
@doodlestrks
@denise_snively
@tex_968
@jellen805
@bigrfaze
@cara_txzeal
@jayvanorman
@politicalwilli
@debbie22210

Top Tweeters in G6:
@madfall1213
@kiriyama_george
@slipperyrider
@n_e_t_s_i_q_s
@rijin_nakamura
@sukiyaki1234567
@2chipi
@nonmomi
@ebisu_dou
@flow07makemake

Top Tweeters in G7:
@ggprez
@jonflombee
@scarlett_sandy
@maureen_oesch
@juliahb1
@gatorsdominate
@hammertoe
@talkradio
@pplatesrgrate
@bowerda222

Top Tweeters in G8:
@s_total_s2
@annika1061
@equateall
@vicval182505
@lisamar91564392
@samurai_1967
@calichick777
@meow_meow923
@tracicneff
@imforthewhales

Top Tweeters in G9:
@prismprime
@wandaspangler2
@ieaffiliate
@logicalreterg
@jon_hill84
@try_thinking
@doctorbuttons
@surfercosmic
@_hiddenagenda
@ken_caudle

Top Tweeters in G10:
@quin4trump
@larryputt
@marilynlavala
@sassychickie
@theycallmedoc1
@icanplainlysee
@middlemolly
@pennslytckysue
@felixanchor__
@truthsearch1957