SARS-NCOV, Twitter, 1/20/2022 4:08:46 PM, 270352


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SARS-NCOV_2022-01-20_04-17-01.xlsx
SARS-NCOV_2022-01-20_04-17-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 20, 2022
Short Description:
SARS-NCOV via NodeXL https://bit.ly/35ddKD3
@adamjkucharski
@voiceof81716176
@monstercoyliar
@myfavoritescene
@bb45_colorado
@k3flick
@motoisuzuki
@twococonuthusks
@cdcgov
@uni_uni222

Top hashtags:
#covid19
#sarscov2
#sars_cov_2
#covid
#coronavirus
#nebraskans
#ncov

Description:
Description
The graph represents a network of 2,791 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 Thursday, 20 January 2022 at 12:22 UTC.

The requested start date was Thursday, 20 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, 50-minute period from Thursday, 06 January 2022 at 01:25 UTC to Wednesday, 19 January 2022 at 12:16 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 : 2791
Unique Edges : 1643
Edges With Duplicates : 2675
Total Edges : 4318
Number of Edge Types : 5
Replies to : 495
Mentions : 1059
Tweet : 355
Retweet : 1123
MentionsInRetweet : 1286
Self-Loops : 388
Reciprocated Vertex Pair Ratio : 0.00383435582822086
Reciprocated Edge Ratio : 0.00763941940412529
Connected Components : 489
Single-Vertex Connected Components : 155
Maximum Vertices in a Connected Component : 1083
Maximum Edges in a Connected Component : 2261
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.916468
Graph Density : 0.000336206110526796
Modularity : 0.610932
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,791 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 Thursday, 20 January 2022 at 12:22 UTC.

The requested start date was Thursday, 20 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, 50-minute period from Thursday, 06 January 2022 at 01:25 UTC to Wednesday, 19 January 2022 at 12:16 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:
[177] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[164] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10903-b11529-period.html
[68] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#anchor_1634654801820
[36] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10900-sars-cov-2-b-1-1-530.html
[36] 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
[34] https://www.niid.go.jp/niid/ja/2019-ncov/2488-idsc/iasr-news/10885-504p01.html
[31] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[31] https://www.niid.go.jp/niid/en/2019-ncov-e/10884-covid19-66-en.html
[25] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10876-sars-cov-2-b-1-1-529.html
[24] 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=

Top URLs in Tweet in G1:
[1] https://nextstrain.org/ncov/gisaid/global

Top URLs in Tweet in G2:
[28] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10903-b11529-period.html
[24] 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=
[17] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10876-sars-cov-2-b-1-1-529.html
[15] https://www.niid.go.jp/niid/en/2019-ncov-e/10884-covid19-66-en.html
[14] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10899-covid19-67.html
[13] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10900-sars-cov-2-b-1-1-530.html
[12] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10880-covid19-66.html
[10] https://www.niid.go.jp/niid/ja/2019-ncov/2488-idsc/iasr-news/10885-504p01.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html

Top URLs in Tweet in G3:
[4] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10899-covid19-67.html
[4] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10903-b11529-period.html

Top URLs in Tweet in G4:
[2] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC7324311/#__ffn_sectitle
[1] https://www.ncbi.nlm.nih.gov/gene/54938
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html

Top URLs in Tweet in G5:
[38] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10903-b11529-period.html
[17] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10900-sars-cov-2-b-1-1-530.html
[15] https://www.niid.go.jp/niid/ja/2019-ncov/2488-idsc/iasr-news/10885-504p01.html
[2] 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/2484-idsc/10899-covid19-67.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10876-sars-cov-2-b-1-1-529.html

Top URLs in Tweet in G6:
[81] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10903-b11529-period.html
[2] https://www.niid.go.jp/niid/ja/2019-ncov/2488-idsc/iasr-news/10885-504p01.html

Top URLs in Tweet in G7:
[62] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#anchor_1634654801820
[3] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#anchor_1634654759193

Top URLs in Tweet in G8:
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G9:
[3] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://www.niid.go.jp/niid/en/2019-ncov-e/10884-covid19-66-en.html

Top URLs in Tweet in G10:
[6] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[2] 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
[2] 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
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/types-of-masks.html

Top Domains
Top Domains in Tweet in Entire Graph:
[436] cdc.gov
[358] go.jp
[48] scholarsportal.info
[35] nextstrain.org
[27] twitter.com
[24] sciencedirect.com
[23] who.int
[11] pnas.org
[11] nih.gov
[10] flutrackers.com

Top Domains in Tweet in G1:
[1] nextstrain.org

Top Domains in Tweet in G2:
[123] go.jp
[48] scholarsportal.info
[27] cdc.gov
[19] twitter.com
[5] nextstrain.org
[4] publichealthontario.ca
[4] google.com
[4] medrxiv.org
[3] bvsalud.org
[3] gob.es

Top Domains in Tweet in G3:
[8] go.jp

Top Domains in Tweet in G4:
[3] nih.gov
[1] cdc.gov

Top Domains in Tweet in G5:
[74] go.jp

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

Top Domains in Tweet in G7:
[66] cdc.gov

Top Domains in Tweet in G8:
[1] cdc.gov

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

Top Domains in Tweet in G10:
[11] cdc.gov
[2] acpjournals.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[112] covid19
[80] sarscov2
[51] sars_cov_2
[45] covid
[43] coronavirus
[43] nebraskans
[42] ncov
[39] novel
[37] sars
[35] コロナ



Top Hashtags in Tweet in G2:
[29] covid19
[25] sarscov2
[3] cdc
[3] covid
[3] サキドリちゃん
[3] omicron
[2] オミクロン株
[2] sars_cov_2
[2] atk
[2] ชุดตรวจโควิด19

Top Hashtags in Tweet in G3:
[4] オミクロン株

Top Hashtags in Tweet in G7:
[44] sars_cov_2
[43] nebraskans
[17] masking
[17] sarscov2
[17] covid19
[2] masks
[1] pastor
[1] science

Top Hashtags in Tweet in G9:
[1] vaccinesplus

Top Words
Top Words in Tweet in Entire Graph:
[1354] sars
[1348] cov
[769] delta
[562] オミクロン株
[536] 529系統
[511] omicron
[396] lineage
[364] seen
[359] far
[359] emerge

Top Words in Tweet in G1:
[696] delta
[349] emerge
[348] far
[348] haven't
[348] seen
[348] pattern
[348] sars
[348] cov
[348] omicron
[348] lineage

Top Words in Tweet in G2:
[160] cov
[159] sars
[89] covid
[78] 529系統
[78] 19
[76] オミクロン株
[53] 2の変異株b
[48] articles
[48] scholars
[48] portal

Top Words in Tweet in G3:
[151] sars
[151] cov
[150] 529系統
[150] オミクロン株
[143] 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
[101] 新型コロナワクチン未接種者におけるウイルス排出期間
[101] 第2報
[93] 令和4年1月13日
[93] 国立感染症研究所
[92] bb45_colorado

Top Words in Tweet in G4:
[16] start
[10] sars
[10] swaledalemutton
[8] theonnn22
[8] reading
[8] opening
[8] those
[8] eyes
[8] spike
[8] causing

Top Words in Tweet in G5:
[140] cov
[140] 529系統
[140] オミクロン株
[125] sars
[111] motoisuzuki
[103] 国立感染症研究所
[71] 2の変異株b
[69] 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
[60] 国立国際医療研究センター
[54] 新型コロナワクチン未接種者におけるウイルス排出期間

Top Words in Tweet in G6:
[89] cov
[88] 529系統
[88] オミクロン株
[87] sars
[83] 2の変異株b
[81] の潜伏期間の推定
[81] 暫定報告
[79] オミクロン株症例の潜伏期間の中央値は2
[79] 9日
[79] 95

Top Words in Tweet in G7:
[60] human
[60] studies
[60] transmission
[44] #sars_cov_2
[43] masking
[43] prove
[43] viability
[43] many
[43] #nebraskans
[43] purposefully

Top Words in Tweet in G9:
[42] folkhalsomynd
[41] anna_ekstrom
[40] hej
[40] studier
[40] finner
[40] starkt
[40] stöd
[40] munskydd
[40] effektiv
[40] åtgärd

Top Words in Tweet in G10:
[5] cdc
[5] ianmsc
[4] cdcgov
[4] studies
[3] covid
[3] mask
[3] sars
[3] cov
[3] masks
[3] bucksexton

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1286] sars,cov
[532] 529系統,オミクロン株
[390] cov,omicron
[358] haven't,seen
[357] far,haven't
[357] seen,pattern
[357] pattern,sars
[357] omicron,emerge
[357] emerge,delta
[357] delta,lineage

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

Top Word Pairs in Tweet in G2:
[148] sars,cov
[74] 529系統,オミクロン株
[62] covid,19
[53] cov,2の変異株b
[51] 2の変異株b,529系統
[48] scholars,portal
[26] cov,529系統
[25] オミクロン株,の潜伏期間の推定
[25] の潜伏期間の推定,暫定報告
[24] 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

Top Word Pairs in Tweet in G3:
[151] sars,cov
[150] 529系統,オミクロン株
[143] cov,529系統
[143] 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
[101] 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,新型コロナワクチン未接種者におけるウイルス排出期間
[101] 新型コロナワクチン未接種者におけるウイルス排出期間,第2報
[93] 第2報,令和4年1月13日
[93] 令和4年1月13日,国立感染症研究所
[92] bb45_colorado,sars
[43] 感染研のhpに第二報出てる,これで今週中には

Top Word Pairs in Tweet in G4:
[8] swaledalemutton,theonnn22
[8] theonnn22,start
[8] start,reading
[8] reading,start
[8] start,opening
[8] opening,those
[8] those,eyes
[8] eyes,spike
[8] spike,causing
[8] causing,cancer

Top Word Pairs in Tweet in G5:
[140] 529系統,オミクロン株
[125] sars,cov
[94] motoisuzuki,sars
[71] cov,2の変異株b
[71] 2の変異株b,529系統
[69] cov,529系統
[69] 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
[60] 国立感染症研究所,国立国際医療研究センター
[54] 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,新型コロナワクチン未接種者におけるウイルス排出期間
[54] 新型コロナワクチン未接種者におけるウイルス排出期間,第2報

Top Word Pairs in Tweet in G6:
[88] 529系統,オミクロン株
[87] sars,cov
[83] cov,2の変異株b
[83] 2の変異株b,529系統
[81] オミクロン株,の潜伏期間の推定
[81] の潜伏期間の推定,暫定報告
[79] 暫定報告,オミクロン株症例の潜伏期間の中央値は2
[79] オミクロン株症例の潜伏期間の中央値は2,9日
[79] 9日,95
[79] 95,信頼区間

Top Word Pairs in Tweet in G7:
[60] human,studies
[43] studies,masking
[43] masking,#sars_cov_2
[43] #sars_cov_2,transmission
[43] transmission,prove
[43] prove,viability
[43] viability,many
[43] many,#nebraskans
[43] #nebraskans,purposefully
[43] purposefully,self

Top Word Pairs in Tweet in G9:
[41] folkhalsomynd,anna_ekstrom
[40] hej,folkhalsomynd
[40] anna_ekstrom,studier
[40] studier,finner
[40] finner,starkt
[40] starkt,stöd
[40] stöd,munskydd
[40] munskydd,effektiv
[40] effektiv,åtgärd
[40] åtgärd,mot

Top Word Pairs in Tweet in G10:
[3] sars,cov
[2] omicron,variant
[2] artsyfartsy925,bucksexton
[2] bucksexton,number
[2] number,studies
[2] studies,referenced
[2] referenced,cdc
[2] cdc,indicate
[2] indicate,masks
[2] masks,effective

Top Replied-To
Top Replied-To in Entire Graph:
@esztersmt
@theeliklein
@sayitainttroo
@owhnews
@coopcrismom
@rockets9394
@coolbird76
@rychus81
@woodshedder
@itsmercadante

Top Replied-To in G4:
@chrisjohnsonmd
@artyshouse
@jcdeardeuff
@swaledalemutton
@takethatct

Top Replied-To in G7:
@owhnews
@swampdecrial
@3newsnowomaha
@voicesnebraska
@serious58221341
@govricketts
@joshrklein
@be_stached23
@cajunqueeen
@curiouslich

Top Replied-To in G8:
@surfercosmic

Top Replied-To in G9:
@mrwaternooze
@emilialundgren5

Top Replied-To in G10:
@antifauci
@twomack96
@kidkosmic
@artsyfartsy925
@gabrob87
@swedamarc
@jljcolorado
@andybrandy
@camdaniels33

Top Mentioned
Top Mentioned in Entire Graph:
@adamjkucharski
@motoisuzuki
@bb45_colorado
@k3flick
@miyadukaedoctor
@folkhalsomynd
@anna_ekstrom
@oliverrosengren
@3newsnowomaha
@pr_logos

Top Mentioned in G1:
@adamjkucharski

Top Mentioned in G2:
@drml350phd
@meena_mussamont

Top Mentioned in G3:
@bb45_colorado
@miyadukaedoctor
@mebaruhirame
@yukitsugu1963
@signal9j
@adamjkucharski
@suzannek23

Top Mentioned in G4:
@swaledalemutton
@theonnn22
@n625662
@andylumm
@mcfunny
@chris_f_carson
@frugalsues
@wjack76995
@lwsmith15
@adevotedyogi

Top Mentioned in G5:
@motoisuzuki
@kiccy7777
@sosorasora3
@bb45_colorado
@miyadukaedoctor

Top Mentioned in G6:
@k3flick
@motoisuzuki
@bb45_colorado
@adamjkucharski

Top Mentioned in G7:
@3newsnowomaha
@govricketts
@drnurseladyphn
@julieanderson41
@mayorstothert
@chrisburbach
@agdougpeterson
@negop
@youtube
@rickettsforgov

Top Mentioned in G8:
@ftfeofficial
@cvreug
@flerfsareidiots
@kanchristo
@denniswhalebone
@try_thinking
@runninghippo
@ptroubleshooter
@maidelk
@phaenomena12

Top Mentioned in G9:
@folkhalsomynd
@anna_ekstrom
@oliverrosengren
@agneswold
@svd
@mersolidaritet
@emilialundgren5
@arbetsmiljo
@swedishpm

Top Mentioned in G10:
@ianmsc
@cdcgov
@bucksexton
@asahutchinson
@kanton_thurgau
@francheskag_76
@midnightbashem
@kate_freedomer
@cherylreynolds
@jusrangers

Top Tweeters
Top Tweeters in Entire Graph:
@kakusan_rt
@americanair
@myfavoritescene
@matiere
@littlebytesnews
@akane_kawahata
@sosorasora3
@saki_tokyojapan
@citrus_kyoto
@viralvideovlogs

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

Top Tweeters in G2:
@matiere
@gooochin
@nozakitakehide
@didaclopez
@peko409
@shiosyakeyakini
@claudiaborin
@shilohwalker
@fukushimakokugo
@donsw2

Top Tweeters in G3:
@citrus_kyoto
@baphomet_2525
@chiemma44
@bb45_colorado
@cordwainerscat
@sazamaru
@beerlove_ryo
@thouautumn
@machiboni
@kasshini_gnade

Top Tweeters in G4:
@reuters
@adevotedyogi
@doritmi
@_mamadeb
@denutrients
@monstercoyliar
@xenosstinkriti
@wjack76995
@jsaholmes
@mcfunny

Top Tweeters in G5:
@sosorasora3
@fusasippona
@boreford
@y_fujisaki
@arinyanko
@nochefleur
@supermnemonic
@nohohondo
@osakakyoto_0825
@dragoner_jp

Top Tweeters in G6:
@myfavoritescene
@akane_kawahata
@kinasato_cap001
@minutes_tw
@otakutokkai
@k3flick
@keinishikawa3
@kuronekodaisuki
@roppay
@okachi3

Top Tweeters in G7:
@ketv
@owhnews
@wowt6news
@ntvnews
@3newsnowomaha
@morewhit
@kohenari
@cajunqueeen
@fox42kptm
@ne_lizzi

Top Tweeters in G8:
@prismprime
@wandaspangler2
@ieaffiliate
@logicalreterg
@jon_hill84
@try_thinking
@doctorbuttons
@surfercosmic
@_hiddenagenda
@ken_caudle

Top Tweeters in G9:
@agneswold
@heartsteered
@a_sick_world
@mrwaternooze
@abaturrama
@oliverrosengren
@leslieoqvist
@svd
@ms_mariab
@bella_poke

Top Tweeters in G10:
@cherylreynolds
@maureen_oesch
@midnightbashem
@scs_disputes
@gronvita
@cdcgov
@permoman
@primroseriordan
@jljcolorado
@declansayshi


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