The graph represents a network of 5,868 Twitter users whose tweets in the requested range contained "NCoV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 28 March 2022 at 09:37 UTC.
The requested start date was Monday, 28 March 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 4-day, 17-hour, 56-minute period from Tuesday, 22 March 2022 at 18:27 UTC to Sunday, 27 March 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
Vertices : 5868
Unique Edges : 4448
Edges With Duplicates : 12710
Total Edges : 17158
Number of Edge Types : 5
Retweet : 4163
MentionsInRetweet : 5772
Replies to : 2399
Mentions : 3786
Tweet : 1038
Self-Loops : 1097
Reciprocated Vertex Pair Ratio : 0.0373935579415031
Reciprocated Edge Ratio : 0.0720913633119201
Connected Components : 591
Single-Vertex Connected Components : 198
Maximum Vertices in a Connected Component : 1956
Maximum Edges in a Connected Component : 8549
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.146613
Graph Density : 0.000244164877692741
Modularity : 0.42469
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,868 Twitter users whose tweets in the requested range contained "NCoV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 28 March 2022 at 09:37 UTC.
The requested start date was Monday, 28 March 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 4-day, 17-hour, 56-minute period from Tuesday, 22 March 2022 at 18:27 UTC to Sunday, 27 March 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 : 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 URLs in Tweet in Entire Graph:
[533] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html [123] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html [120] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status [73] http://ncov.mohw.go.kr [46] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html [37] https://www.sanidad.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Nueva_estrategia_vigilancia_y_control.pdf [35] https://www.cdc.gov/coronavirus/2019-ncov/your-health/covid-by-county.html [30] https://www.cdc.gov/coronavirus/2019-ncov/your-health/quarantine-isolation.html [28] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html [21] https://www.publichealthontario.ca/-/media/Documents/nCoV/voc/covid-19-omicron-b11529-risk-assessment.pdf?sc_lang=en Top URLs in Tweet in G1:
[18] https://twitter.com/BrainlessChanel/status/1507440552538738706?t=ubJD0JWXynhB_n4TTW5P5w&s=19 [10] https://www.donbass-insider.com/fr/2022/03/25/la-bataille-de-marioupol-touche-a-sa-fin-et-les-temoignages-de-civils-sur-les-crimes-azov-se-multiplient/ [7] https://twitter.com/KFarid10/status/1506213030572568576?t=GfC-tazA8mfJQMSdBC_vqg&s=19 [5] https://www.bfmtv.com/international/guerre-en-ukraine-au-coeur-d-un-qg-de-la-defense-territoriale-a-kiev_AV-202203090102.html [5] https://twitter.com/PanDanTag/status/1507863995620986880 [4] https://twitter.com/bernathoustra/status/1506628681803911169?t=TEck82hSPsUZ2sSOBFJX4A&s=19#McKinseyGate [4] https://dailytelegraph.co.nz/opinion/rrevealed-hunter-bidens-investments-in-ukraine-clandestine-investment-clandestine-biolabs/ [3] https://www.agoravox.fr/tribune-libre/article/10-avril-2022-ni-vote-blanc-ni-240314 [3] https://twitter.com/nausicalibre/status/1507260322322825216?t=vR9Ul4UE672bVAkGaP1jDA&s=19 [3] https://www.youtube.com/watch?v=grkfQt4EDrs&feature=youtu.be Top URLs in Tweet in G2:
[14] https://www.cdc.gov/coronavirus/2019-ncov/your-health/quarantine-isolation.html [10] https://www.cdc.gov/coronavirus/2019-ncov/your-health/quarantine-isolation.html# [8] https://www.cdc.gov/coronavirus/2019-ncov/hcp/faq.html#anchor_1594124959-1-answer [7] https://www.cdc.gov/coronavirus/2019-ncov/your-health/covid-by-county.html [5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/pregnancy.html [4] https://www.cdc.gov/coronavirus/2019-ncov/faq.html#People-with-Seasonal-Allergies [4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/booster-shot.html [3] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html [3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html [3] https://www.cdc.gov/coronavirus/2019-ncov/testing/diagnostic-testing.html#cdc-chat-bot-open Top URLs in Tweet in G3:
[3] https://www.aa.com.tr/en/russia-ukraine-war/russia-claims-us-wanted-to-spread-infectious-diseases-via-biolabs-in-ukraine/2538852 [2] https://twitter.com/57Hatim/status/1506207479365054468?t=9_jzjHg-p9exZMVxLB9LcQ&s=19 [2] https://twitter.com/hypermestres/status/1504831410338734085 [1] https://twitter.com/amaurybrelet/status/1506966698481573897 [1] https://t.me/CarterJohnLibre [1] https://www.francesoir.fr/opinions-entretiens/martine-baheux-mckinsey [1] https://twitter.com/CStrateges/status/1506700676507783173 [1] https://twitter.com/_2019_nCoV/status/1506915956337033224 [1] https://rumble.com/vxdcu3-the-horrific-truth-about-the-biological-research-labs-in-ukraine-and-much-m.html [1] https://www.vox.com/science-and-health/2019/12/13/21004456/bill-gates-mckinsey-global-public-health-bcg Top URLs in Tweet in G4:
[15] https://www.sanidad.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Nueva_estrategia_vigilancia_y_control.pdf [8] https://www.sanidad.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_585_COVID-19.pdf [7] https://www.sanidad.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20220325.pdf [7] https://www.sanidad.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_584_COVID-19.pdf [5] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/ciudadania.htm [5] https://www.sanidad.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/informe_covid_es_publico_2022-03-25.pdf [2] https://www.sanidad.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_583_COVID-19.pdf [2] https://www.sanidad.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20220318.pdf [2] https://espanol.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/people-with-medical-conditions.html [1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/spthRequisitosEntradaEspana/home.htm Top URLs in Tweet in G5:
[508] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html [10] https://www.pref.ibaraki.jp/1saigai/2019-ncov/shiryouteikyou.html [7] https://www.pref.ibaraki.jp/hokenfukushi/yobo/kiki/yobo/kansen/idwr/information/other/documents/20220202_yuusen.html [1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/covid-19_vaccine/team.html [1] https://twitter.com/ibaraki_kouhou/status/1507632160291045380 [1] https://twitter.com/ibaraki_kouhou/status/1506188514844876801 [1] https://twitter.com/ibaraki_kouhou/status/1506552439197270017 [1] https://twitter.com/ibaraki_kouhou/status/1506908881792151554 Top URLs in Tweet in G6:
[12] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html [11] https://www.cdc.gov/coronavirus/2019-ncov/your-health/covid-by-county.html [10] https://www.cdc.gov/coronavirus/2019-ncov/your-health/quarantine-isolation.html [9] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/pregnancy.html [6] 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= [6] https://systems.jhu.edu/research/public-health/ncov/ [5] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11029-cepr-b11529-9.html [5] https://tools.cdc.gov/ [5] https://www.cdc.gov/coronavirus/2019-ncov/your-health/free-masks.html?permalink=67F8CACA1132667F5A94DB1D8C3A3145F7165A75EEAB324B3EA4779CA6FAC9CF [5] https://www.city.yuki.lg.jp/sp/page/page006541.html Top URLs in Tweet in G7:
[4] https://odysee.com/@JeanneTraduction:a/04-Grand-Jury-FR:9 [1] https://www.mag24.es/2022/03/05/sono-otto-anni-che-qui-ammazzano-i-bambini-e-voi-dove-eravate-il-tragico-racconto-delle-atrocita-in-donbass-del-giornalista-italiano-che-vive-da-tempo-in-questa-regione/ [1] https://www.mag24.es/2022/03/22/come-ti-permetti-di-paragonare-genova-zelisky-applaudito-dai-parassiti-e-insultato-in-tempo-reale-sui-social-dai-genovesi/ [1] https://www.youtube.com/watch?v=L4fvsFnzg4A&feature=youtu.be [1] https://www.youtube.com/watch?v=ASc40_mpZjU [1] https://twitter.com/VSainement/status/1507054981429567493?t=9T5FcrWobQhS98r_xu4e7g&s=19 [1] https://twitter.com/rasekrasek/status/1506962152162312201 [1] https://twitter.com/KFarid10/status/1506213030572568576?t=GfC-tazA8mfJQMSdBC_vqg&s=19 [1] https://avalonlibrary.net/Coronavirus_%28Wuhan_2019-nCov%29/Papers%2BScientific_studies%2Bcorrespondence/First_Do_No_Harm_Us_for_Them_open_letter_to_UK_Govt_from_multiple_Health_Professionals_Nov_2020.pdf Top URLs in Tweet in G8:
[5] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/casos-confirmados-en-chile-covid-19/ Top URLs in Tweet in G9:
[11] https://www.researchsquare.com/article/rs-1453181/v1 [2] https://nextstrain.org/groups/neherlab/ncov/spain?c=division&d=tree,entropy,frequencies&f_clade_membership=21L%20%28Omicron%29&f_country=Spain&f_recency=3-7%20days%20ago&l=radial&m=div&p=full [2] https://nextstrain.org/groups/neherlab/ncov/poland?c=ACE2_binding_site_mutations&d=tree,entropy,frequencies&f_clade_membership=21L%20%28Omicron%29&f_country=Poland&f_recency=3-7%20days%20ago&l=radial&m=div&p=full [2] https://www.cdc.gov/coronavirus/2019-ncov/variants/genomic-surveillance.html [2] https://nextstrain.org/ncov/open/asia [1] https://nextstrain.org/community/kkosaki/ncov/japan?c=S1_mutations&d=tree,entropy,frequencies&f_clade_membership=21L%20%28Omicron%29,21K%20%28Omicron%29&f_country=Japan&f_recency=3-7%20days%20ago&l=scatter&p=full&scatterY=div [1] https://nextstrain.org/groups/neherlab/ncov/united-kingdom?branchLabel=none&c=gt-ORF1a_1421&d=tree&f_clade_membership=21L%20%28Omicron%29&f_country=United%20Kingdom&f_division=Scotland&l=radial&p=full&r=country&tl=S1_mutations [1] https://nextstrain.org/ncov/gisaid/oceania?c=gt-S_1221&d=tree,entropy,frequencies&f_clade_membership=21L%20%28Omicron%29&f_country=Australia&l=radial&p=full [1] https://nextstrain.org/groups/neherlab/ncov/united-kingdom?c=division&d=tree,entropy,frequencies&f_division=England,Northern%20Ireland,Scotland,Wales&f_pango_lineage=BA.2>=S.1118Y&l=unrooted&m=div&p=full&r=division [1] https://nextstrain.org/groups/neherlab/ncov/united-kingdom?branchLabel=none&d=tree,entropy,frequencies>=ORF1a.3677L&l=scatter&p=full&s=hCoV-19/India/TG-GMCH-ICMR-INSACOG-341877/2022&scatterY=div&tl=division Top URLs in Tweet in G10:
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html [1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/Pfizer-BioNTech.html [1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html#:~:text=mRNA%20vaccines%20have%20been%20studied,into%20an%20mRNA%20vaccine Top Domains
Top Word Pairs in Tweet in Entire Graph:
[884] covid,19 [486] 詳細は,co [486] co,0iqvdzsuud [486] 0iqvdzsuud,検査前で症状がある方 [479] ibaraki_kouhou,#新型コロナウイルス感染症情報 [295] うち重症者数,4名 [295] 4名,本日の死亡者数 [260] devient,plus [259] scandale,biolabs [259] biolabs,militarisés Top Word Pairs in Tweet in G1:
[67] lm93390,_2019_ncov [49] ah,ah [46] ils,sont [43] _2019_ncov,ce [42] ils,ont [40] _2019_ncov,c'est [39] _2019_ncov,ça [35] kfarid10,_2019_ncov [34] _2019_ncov,oui [32] états,unis Top Word Pairs in Tweet in G2:
[241] covid,19 [163] safe,effective [137] cdcgov,published [137] published,updated [137] updated,faq [137] faq,visitors [137] visitors,healthcare [137] healthcare,facilities [137] facilities,allowed [137] allowed,use Top Word Pairs in Tweet in G3:
[218] devient,plus [217] scandale,biolabs [217] biolabs,militarisés [217] militarisés,ampleur [217] ampleur,recherches [217] recherches,effectuées [217] effectuées,devient [217] plus,abominable [216] 55bellechasse,scandale [216] abominable,vra Top Word Pairs in Tweet in G4:
[165] nueva,estrategia [117] riesgo,alto [116] gustan,mis [116] mis,principios [116] principios,tengo [116] tengo,inició [116] inició,pandemia [116] pandemia,estableciendo [116] estableciendo,riesgo [116] alto,partir Top Word Pairs in Tweet in G5:
[483] 詳細は,co [483] co,0iqvdzsuud [483] 0iqvdzsuud,検査前で症状がある方 [476] ibaraki_kouhou,#新型コロナウイルス感染症情報 [292] うち重症者数,4名 [292] 4名,本日の死亡者数 [204] 本日の死亡者数,2名 [204] 2名,詳細は [199] 検査前で症状がある方,検 [102] 検査前で症状がある方,検査で陽性と判明した方 Top Word Pairs in Tweet in G6:
[136] covid,19 [20] 19,vaccine [19] chadox1,ncov [19] ncov,19 [13] quarantine,isolation [12] learn,more [12] 2022,03 [12] scholars,portal [11] isolation,calculator [11] 2019,ncov Top Word Pairs in Tweet in G7:
[76] encore,moins [75] l'onu,dit [75] dit,rien [75] rien,ce [75] ce,sujet [75] sujet,encore [75] moins,parlement [75] parlement,européen [74] européen,plein [74] plein,hiver Top Word Pairs in Tweet in G8:
[140] casos,nuevos [140] casos,activos [139] fallecidos,registrados [138] informe,diario [138] diario,#covid_19 [137] registrados,56 [133] ministeriosalud,informe [99] #covid_19,26 [99] 26,marzo [99] marzo,448 Top Word Pairs in Tweet in G9:
[39] ba,sublineage [39] sublineage,unique [39] unique,scotland [39] scotland,samples [39] samples,growing [39] growing,ba [39] ba,orf3a [39] orf3a,t9k [39] t9k,a31t [39] a31t,find Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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