NCoV, Twitter, 2/8/2023 11:14:53 AM, 288880


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NCoV_2023-02-08_01-44-01.xlsx
NCoV_2023-02-08_01-44-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 08, 2023
Short Description:
NCoV via NodeXL https://bit.ly/3I9G8Hc
@aaronsirisg
@cdcgov
@_2019_ncov
@rwmalonemd
@tuatwit
@healthbyjames
@mcfunny
@kevinoler
@louan07
@resistingnazism

Top hashtags:
#covid19
#新型コロナウイルス感染症情報
#covid_19
#코로나19
#예방접종
#longcovid
#練馬区
#covid
#coronavirus
#疫情防控

Description:
Description
The graph represents a network of 5,372 Twitter users whose recent tweets contained "NCoV", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 09:48 UTC.

The tweets in the network were tweeted over the 1120-day, 9-hour, 57-minute period from Tuesday, 14 January 2020 at 15:00 UTC to Wednesday, 08 February 2023 at 00:58 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5372
Unique Edges : 3746
Edges With Duplicates : 11503
Total Edges : 15249
Number of Edge Types : 9
Retweet : 3367
MentionsInRetweet : 4289
Replies to : 1743
MentionsInReplyTo : 4697
Tweet : 633
MentionsInQuoteReply : 120
Quote : 56
Mentions : 188
MentionsInQuote : 156
Self-Loops : 1033
Reciprocated Vertex Pair Ratio : 0.0473862864901561
Reciprocated Edge Ratio : 0.0904848327715841
Connected Components : 507
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 3504
Maximum Edges in a Connected Component : 10170
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.472829
Graph Density : 0.000267355103169125
Modularity : 0.474709
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,372 Twitter users whose recent tweets contained "NCoV", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 09:48 UTC.

The tweets in the network were tweeted over the 1120-day, 9-hour, 57-minute period from Tuesday, 14 January 2020 at 15:00 UTC to Wednesday, 08 February 2023 at 00:58 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[363] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html#saishin
[119] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html
[83] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[70] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[62] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[61] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/how-they-work.html
[50] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[29] http://www.sandiegocounty.gov/content/sdc/hhsa/programs/phs/community_epidemiology/dc/2019-nCoV/vaccines.html
[29] https://twitter.com/profidokamdphd/status/1623049392784801792/photo/1
[28] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html

Top URLs in Tweet in G1:
[2] https://twitter.com/TLAVagabond/status/1621204548336451589/photo/1
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[2] https://twitter.com/TLAVagabond/status/1621205522350227456/photo/1
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/how-they-work.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/reporting-systems.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html?s_cid=11765:%2BWhat%20%2Bare%20%2Bthe%20%2Bingredients%20%2Bof%20%2Bthe%20%2Bcovid%20%2B19%20%2Bvaccine:sem.b:p:RG:GM:gen:PTN:FY22
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/respirators-strategy/index.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fhcp%2Frespirators-strategy%2Fcrisis-alternate-strategies.html
[1] https://www.cdc.gov/niosh/npptl/pdfs/N95-Infographic-REACH-II-508.pdf
[1] https://www.fda.gov/about-fda/domestic-mous/mou-225-18-006

Top URLs in Tweet in G2:
[9] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/people-with-medical-conditions.html
[4] https://twitter.com/_ppmv/status/1620756174839881733/photo/1
[4] https://twitter.com/_ppmv/status/1622381090647203840/photo/1
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[2] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/china-2019-ncov/-2019-ncov-who-chp-wpro-ecdc-oie-fao-moa-reports-and-updates/887494-who-weekly-epidemiological-updates/page11#post967925
[2] https://www.youtube.com/watch?v=eNtDtnofuL4&t=26s


Top URLs in Tweet in G3:
[6] https://www.gavi.org/vaccineswork/nasal-vaccines-promise-stop-covid-19-virus-it-gets-lungs-immunologist-explains-how
[4] https://twitter.com/Martine0902/status/1622346419016290305/photo/1
[4] https://lecrabeinfo.net/dns-jumper-changer-les-dns-de-windows-en-un-clic.html
[4] https://twitter.com/askingnc/status/1622558366420865026/photo/1
[2] https://twitter.com/83Poppins/status/1622671050067648516/photo/1
[2] https://twitter.com/83Poppins/status/1622901622551597056/photo/1
[2] https://twitter.com/BlackBondPtv/status/1621582605660323840
[2] https://twitter.com/guillaume46/status/1620715044534353922/photo/1
[2] https://twitter.com/Dover63A/status/1622859892057833472?t=IUQm9PJI2eIq023Et31gCA&s=19
[2] https://twitter.com/guillaume46/status/1622170354125783040/photo/1

Top URLs in Tweet in G4:
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[3] https://twitter.com/Scary7Dr/status/1620854747757707265/photo/1
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/investigations-discovery/hospitalization-death-by-age.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/data-review/vaccines.html
[1] https://www.sandiegocounty.gov/content/sdc/hhsa/programs/phs/community_epidemiology/dc/2019-nCoV/face-coverings.html
[1] https://twitter.com/popjump/status/1620929373250678786/photo/1
[1] https://www.mcgill.ca/oss/article/covid-19-medical-critical-thinking/evidence-shows-masks-work

Top URLs in Tweet in G5:
[14] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[7] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html#saishin
[7] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/your-health/covid-by-county.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[5] https://tools.cdc.gov/api/embed/downloader/download.asp?m=404952&c=413966
[5] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/covid19-chiba-index.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/index.html

Top URLs in Tweet in G6:
[356] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html#saishin
[117] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html
[78] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[8] https://www.pref.ibaraki.jp/hokenfukushi/yobo/kiki/yobo/kansen/idwr/information/other/documents/20220202_yuusen.html
[7] https://www.catapoke.com/viewer/?open=62b3f
[2] https://twitter.com/ooaminavi/status/1621298221619499008/photo/1
[2] https://twitter.com/ooaminavi/status/1620744805084184576/photo/1
[2] https://twitter.com/ooaminavi/status/1622360649287479296/photo/1
[2] https://twitter.com/ooaminavi/status/1621689432490524672/photo/1
[2] https://twitter.com/ooaminavi/status/1622722685477490688/photo/1

Top URLs in Tweet in G7:
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/effectiveness/monitoring.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html
[4] https://twitter.com/brad_px/status/1622300437176008710/photo/1
[4] https://twitter.com/brad_px/status/1622301384371589120/photo/1
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[4] https://twitter.com/Missgevious1/status/1621148836352897026/photo/1
[4] https://twitter.com/Missgevious1/status/1621148897203875843/photo/1
[3] https://twitter.com/DrAseemMalhotra/status/1585599985860898816/photo/1
[2] https://www.cdc.gov/coronavirus/2019-ncov/your-health/treatments-for-severe-illness.html

Top URLs in Tweet in G8:
[47] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/how-they-work.html
[26] https://ncov.kdca.go.kr/
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[3] https://ncov.kdca.go.kr
[2] https://www.cdc.gov/coronavirus/2019-ncov/your-health/treatments-for-severe-illness.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/people-with-medical-conditions.html?fbclid=IwAR1dW_D8vyxzdqOKYPiZRrb6qk2W1-qG5LDnOFD9icPwcVZGICQueL5Hbu8
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/bivalent-boosters.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/effectiveness/index.html
[2] 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/vaccines/safety/adverse-events.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/animals.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/how-they-work.html
[1] https://twitter.com/ahrehead/status/1623034974621564928
[1] https://twitter.com/Godslightangel7/status/1621855727319932928/photo/1

Top URLs in Tweet in G10:
[9] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/casos-confirmados-en-chile-sars-covid-19/
[1] https://twitter.com/ministeriosalud/status/1622959839591661568/photo/1
[1] https://twitter.com/ministeriosalud/status/1620784515320000518/photo/1
[1] https://twitter.com/ministeriosalud/status/1618251296443895808/photo/1
[1] https://twitter.com/ministeriosalud/status/1621508812451479552/photo/1
[1] https://twitter.com/ministeriosalud/status/1620423941906124801/photo/1
[1] https://twitter.com/ministeriosalud/status/1621876618267344898/photo/1
[1] https://twitter.com/ministeriosalud/status/1621149417872187392/photo/1
[1] https://twitter.com/ministeriosalud/status/1622233628036972544/photo/1
[1] https://twitter.com/ministeriosalud/status/1622621323389272064/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[859] twitter.com
[773] cdc.gov
[380] ibaraki.jp
[241] lg.jp
[84] recombinomics.co
[54] who.int
[52] go.jp
[51] tokyo.jp
[46] go.kr
[45] publichealthontario.ca

Top Domains in Tweet in G1:
[10] cdc.gov
[5] twitter.com
[2] fda.gov
[1] co.uk

Top Domains in Tweet in G2:
[53] cdc.gov
[39] twitter.com
[5] flutrackers.com
[2] nextstrain.org
[2] youtube.com
[1] knowplango.com
[1] biorxiv.org
[1] nytimes.com
[1] usatoday.com
[1] publichealthontario.ca

Top Domains in Tweet in G3:
[138] twitter.com
[7] cdc.gov
[6] gavi.org
[5] youtube.com
[4] lecrabeinfo.net
[3] harvard.edu
[2] threadreaderapp.com
[2] pgibertie.com
[1] limpertinentmedia.com
[1] reporterre.net

Top Domains in Tweet in G4:
[26] cdc.gov
[8] twitter.com
[2] nih.gov
[2] jamanetwork.com
[1] sandiegocounty.gov
[1] mcgill.ca
[1] stanford.edu
[1] rumble.com
[1] who.int
[1] publichealthontario.ca

Top Domains in Tweet in G5:
[115] cdc.gov
[113] twitter.com
[84] recombinomics.co
[15] lg.jp
[15] ibaraki.jp
[9] go.jp
[7] co.jp
[7] go.kr
[6] publichealthontario.ca
[5] bvsalud.org

Top Domains in Tweet in G6:
[365] ibaraki.jp
[198] lg.jp
[30] twitter.com
[7] catapoke.com

Top Domains in Tweet in G7:
[43] cdc.gov
[37] twitter.com
[4] nih.gov
[2] who.int
[1] nextstrain.org
[1] fda.gov
[1] ntd.com
[1] publichealthontario.ca
[1] sandiegocounty.gov
[1] nature.com

Top Domains in Tweet in G8:
[81] cdc.gov
[29] go.kr
[15] twitter.com
[1] thelancet.com
[1] ourworldindata.org
[1] jhu.edu
[1] fda.gov
[1] nature.com
[1] publichealthontario.ca

Top Domains in Tweet in G9:
[6] cdc.gov
[2] twitter.com

Top Domains in Tweet in G10:
[9] minsal.cl
[9] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[426] covid19
[356] 新型コロナウイルス感染症情報
[247] covid_19
[24] 코로나19
[24] 예방접종
[19] longcovid
[16] 練馬区
[15] covid
[15] coronavirus
[15] 疫情防控



Top Hashtags in Tweet in G1:
[2] covid19
[1] cowards
[1] accountability
[1] stoptheshotsnow
[1] cdc

Top Hashtags in Tweet in G2:
[345] covid19
[2] postcovid
[2] saludtues
[1] covid
[1] covidisntover
[1] maskup
[1] knowplango
[1] healthiernj
[1] internationaltravel
[1] getvaccinated

Top Hashtags in Tweet in G3:
[8] covid_19
[5] pfizer
[5] moderna
[2] oms
[2] biolabs
[2] covid
[2] russiaiscollapsing
[1] afp
[1] wef
[1] blattner

Top Hashtags in Tweet in G4:
[1] maskswork
[1] covid19

Top Hashtags in Tweet in G5:
[36] covid19
[15] 疫情防控
[5] coronavirus
[4] ncov
[4] cdc
[4] covid
[4] sarscov2
[3] pfecolleague
[2] sleeveup
[2] vaccines

Top Hashtags in Tweet in G6:
[356] 新型コロナウイルス感染症情報
[8] 千葉県庁
[7] 広島県
[7] 新型コロナ

Top Hashtags in Tweet in G7:
[1] jeanmessiha

Top Hashtags in Tweet in G8:
[24] 코로나19
[24] 예방접종
[10] 기초접종
[8] 동절기추가접종
[8] 백신
[8] 방역
[8] 안전하고_건강한_새로운일상
[8] 질병관리청
[8] 질병청
[8] kdca

Top Hashtags in Tweet in G10:
[239] covid_19

Top Words
Top Words in Tweet in Entire Graph:
[1735] covid
[1306] cdc
[1227] 19
[1008] vaccination
[935] aaronsirisg
[732] cdcgov
[709] spike
[705] protein
[694] mrna
[683] harmless

Top Words in Tweet in G1:
[926] cdc
[920] aaronsirisg
[675] spike
[675] protein
[675] harmless
[633] vaccination
[632] once
[632] cells
[632] use
[631] considers

Top Words in Tweet in G2:
[856] covid
[713] cdcgov
[619] 19
[366] month
[347] alexander_tin
[347] over
[345] longer
[345] #covid19
[343] predicting
[341] decrease

Top Words in Tweet in G3:
[643] _2019_ncov
[125] ce
[111] c'est
[94] plus
[88] ils
[64] sont
[58] mais
[57] ça
[51] être
[50] tout

Top Words in Tweet in G4:
[19] jennyerikson
[13] drloupis
[12] monstercoyliar
[12] mcfunny
[12] masks
[11] covid
[11] cdc
[10] skepticalmutant
[10] study
[10] work

Top Words in Tweet in G5:
[224] covid
[118] 19
[110] ncov
[102] 2019
[89] deaths
[88] cases
[84] increase
[84] inc
[84] recombinomics
[42] 1人

Top Words in Tweet in G6:
[457] co
[356] 詳細
[356] 現在の入院者数
[356] 本日の死亡者
[356] 検査前で症状がある方
[356] 本日の新規陽性者数
[356] qnzux8c1z3
[356] うち重症者
[356] #新型コロナウイルス感染症情報
[348] ibaraki_kouhou

Top Words in Tweet in G7:
[25] elonmusk
[24] draseemmalhotra
[21] covid
[13] vigilantfox
[11] vaccine
[11] cdc
[11] know
[10] catturd2
[10] doctor_eric_b
[10] data

Top Words in Tweet in G8:
[86] healthbyjames
[66] covid
[63] 19
[51] vaccines
[48] 보유병상
[48] 가용병상
[48] 병상
[48] 가동률
[46] work
[45] urgent

Top Words in Tweet in G9:
[10] rosegar17673310
[8] digimalice
[8] vincegottalotta
[8] mistressredwasp
[6] jdd2169
[6] taidecker
[6] bassistold
[6] rjocore1
[6] jeffreysharper1
[6] queen_1776

Top Words in Tweet in G10:
[478] casos
[239] fallecidos
[239] activos
[239] nuevos
[239] registrados
[239] #covid_19
[239] informe
[239] diario
[239] 63
[235] febrero

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1148] covid,19
[699] spike,protein
[678] aaronsirisg,cdc
[637] vaccination,mrna
[637] considers,spike
[637] muscle,cells
[637] cells,once
[637] enter,muscle
[637] harmless,vaccination
[637] inside,use

Top Word Pairs in Tweet in G1:
[675] spike,protein
[671] aaronsirisg,cdc
[631] once,inside
[631] muscle,cells
[631] protein,harmless
[631] considers,spike
[631] cdc,considers
[631] cells,once
[631] enter,muscle
[631] mrna,enter

Top Word Pairs in Tweet in G2:
[619] covid,19
[341] decrease,over
[340] hospitalizations,decrease
[339] predicting,covid
[339] coming,month
[339] longer,predicting
[339] over,coming
[339] cdcgov,longer
[339] 19,hospitalizations
[338] month,remai

Top Word Pairs in Tweet in G3:
[27] gaz,tur
[27] sang,gaz
[27] quie,petrole
[27] tremblement,terre
[27] tur,quie
[27] machine,tremblement
[27] sismique,réveille
[27] terre,l'arme
[27] petrole,sy
[27] réveille,bon

Top Word Pairs in Tweet in G4:
[9] masks,work
[8] 2023,clear
[8] doc_stuart,cochrane
[8] 2020,update
[8] cochrane,study
[8] diego,masking
[8] work,san
[8] study,2020
[8] clear,masks
[8] san,diego

Top Word Pairs in Tweet in G5:
[111] covid,19
[102] 2019,ncov
[84] cases,increase
[84] recombinomics,inc
[84] ncov,recombinomics
[83] covid,cases
[18] 19,vaccines
[17] learn,more
[15] #疫情防控,#covid19
[11] 19,vaccine

Top Word Pairs in Tweet in G6:
[356] 詳細,co
[356] qnzux8c1z3,検査前で症状がある方
[356] co,qnzux8c1z3
[348] ibaraki_kouhou,#新型コロナウイルス感染症情報
[153] 検査前で症状がある方,検査で陽性と
[146] 検査前で症状がある方,検査で陽
[111] 詳細データについてはこちらからご覧ください,県ホームページの更新は翌日になります
[111] の新型コロナウイルス感染症の情報,新規感染者数
[105] 15名,本日の死亡者
[105] うち重症者,15名

Top Word Pairs in Tweet in G7:
[7] covid,19
[6] doctor_eric_b,draseemmalhotra
[5] side,effects
[4] adamkinzinger,libfails
[4] catturd2,elonmusk
[4] gaslighting,disinformation
[4] libfails,catturd2
[4] abounds,republican
[4] _2019_ncov,jeanmessiha
[4] _2019_ncov,elonmusk

Top Word Pairs in Tweet in G8:
[56] covid,19
[48] 병상,가동률
[47] 19,vaccines
[45] vaccines,work
[44] urgent,covid
[44] short,summary
[44] summary,myocarditis
[44] work,short
[43] healthbyjames,urgent
[40] 보유병상,565개

Top Word Pairs in Tweet in G9:
[6] stupidmaggats,asjah8
[6] ziggystardogs,cerulea78083156
[6] amosburton16,toddyrhee
[6] wokeninjaet,laurasimbell1
[6] laurasimbell1,_capitaloffense
[6] cerulea78083156,bassistold
[6] trumpster20,rjocore1
[6] vincegottalotta,_kel_varnsen_
[6] toddyrhee,rosegar17673310
[6] mjb24681,jkoff609

Top Word Pairs in Tweet in G10:
[239] diario,#covid_19
[239] registrados,63
[239] informe,diario
[239] casos,activos
[239] fallecidos,registrados
[239] casos,nuevos
[235] #covid_19,febrero
[230] ministeriosalud,informe
[110] activos,fallecidos
[67] 428,casos

Top Replied-To
Top Replied-To in Entire Graph:
@_2019_ncov
@romain260910
@83poppins
@draseemmalhotra
@unknowsolitary
@roper_lab
@nutsteph
@ultrawave5
@nvesuve
@nathanmackbrown

Top Replied-To in G1:
@unmasking_media

Top Replied-To in G2:
@allisonroyaltv
@ajmoorehealth
@alexander_tin
@danbianconyc
@dleonhardt
@digiphile
@itwillworkout21
@doc_gero
@cdcgov
@aaronwo62591828

Top Replied-To in G3:
@_2019_ncov
@romain260910
@83poppins
@unknowsolitary
@nutsteph
@nvesuve
@lacolitruche
@eb_charlie
@dr_l_alexandre
@atiaz11

Top Replied-To in G4:
@allenshrugged
@kissrkagnes2
@tweets_mensa
@tenebra99
@robfirstname
@jennyerikson
@doc_stuart
@hotzone_chiller
@embee132
@pouldeau61

Top Replied-To in G7:
@draseemmalhotra
@_2019_ncov
@jarotdacarot
@leighwolf
@emmettizgubnik
@mariolivpaz
@theunknownmous1
@kelleykga
@delarlena
@doctor_eric_b

Top Replied-To in G8:
@healthbyjames
@trixorcist
@ballouxfrancois
@neildcfc
@mpc_xetts
@dellydismantled
@jamesigreene
@barryonash
@realityofthesit
@aly_meek

Top Replied-To in G9:
@sapienwoman
@ofteamster
@slim90866101
@bernvazquez1
@zirnike
@godslightangel7
@mucusmucous
@taidecker
@dirk_fasshauer

Top Mentioned
Top Mentioned in Entire Graph:
@aaronsirisg
@cdcgov
@alexander_tin
@ibaraki_kouhou
@ministeriosalud
@_2019_ncov
@chibaken_kouhou
@healthbyjames
@hiroshima_pref
@luckytran

Top Mentioned in G1:
@aaronsirisg
@cdcgov
@tlavagabond
@heidi559heidi

Top Mentioned in G2:
@cdcgov
@alexander_tin
@nytimes
@minorityhealth
@barryhunt008
@togetherwemask
@_ppmv
@ohaoregon
@mandatemasksny
@flsurgeongen

Top Mentioned in G3:
@_2019_ncov
@83poppins
@fart47404663
@louan07
@verity_france
@narashi13876794
@jaimehorta17
@llp_le_vrai
@docteurpeb1
@rasekrasek

Top Mentioned in G4:
@jennyerikson
@drloupis
@monstercoyliar
@mcfunny
@doritmi
@skepticalmutant
@doc_stuart
@andrewlazarus4
@tonybaduy
@provaxtexan

Top Mentioned in G5:
@ddawgly
@consulmextuc
@critica18495985
@immwvs6pnyyokys
@ds20wk
@sawsunny42
@acilci_net

Top Mentioned in G6:
@ibaraki_kouhou
@chibaken_kouhou
@hiroshima_pref
@tsukubais

Top Mentioned in G7:
@elonmusk
@draseemmalhotra
@vigilantfox
@catturd2
@doctor_eric_b
@petersweden7
@jeanmessiha
@naomirwolf
@annakhait
@p_mcculloughmd

Top Mentioned in G8:
@healthbyjames
@koreadca
@hellopolicy
@stkirsch
@bisayagirlmd
@aaronsirisg
@dellydismantled
@lala716ny
@liligogo19
@dvatw

Top Mentioned in G9:
@rosegar17673310
@vincegottalotta
@mistressredwasp
@digimalice
@ihonestlydont19
@ahrehead
@therrienv
@paulstetson13
@_kel_varnsen_
@missled2u

Top Mentioned in G10:
@ministeriosalud

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@tomthunkitsmind
@ecodaren
@matiere
@joni_looking
@toneunga3
@sippomagari
@ginniasa
@madfall1213
@inquirerdotnet

Top Tweeters in G1:
@madrynha2012
@heidiec5
@nathanwu84
@jazzymsc
@devimora
@claudiagcbell
@mcoventry6
@paularitchie3
@zzsheyn
@aerwaves_

Top Tweeters in G2:
@thehill
@b1e56df9ce6549f
@tyberzannxxxx
@cathleenkucz
@baronianconsult
@mjohnso27
@paulpaul49
@inforenique
@ranilyons
@btsarmy_legit

Top Tweeters in G3:
@threadreaderapp
@katiaontheearth
@bfmtv
@yvespdb
@le_parisien
@unrollhelper
@thierryrouby
@lemondefr
@wsj
@ch_coulon

Top Tweeters in G4:
@joeofthenorth
@doritmi
@_mamadeb
@monstercoyliar
@takethatct
@mcfunny
@wjack76995
@frankdelia7
@msoswald
@rterriers

Top Tweeters in G5:
@matiere
@personalfitnes3
@parliamodinews
@ds20wk
@didaclopez
@lvv2com
@utu_panic
@nanyangpress
@wayne_effect
@gate_15_analyst

Top Tweeters in G6:
@ecodaren
@toneunga3
@shintochigi1
@amzkhb
@4823_tanaka
@atsushi48shm410
@moriai8
@mutoh_z
@tsuka_kazunee
@turututukotokot

Top Tweeters in G7:
@stillgray
@sfchronicle
@benshapiro
@naomirwolf
@claytravis
@gtconway3d
@scottadamssays
@dineshdsouza
@mpjonesinfo
@snorman1776

Top Tweeters in G8:
@duckguim
@rlfgprudrudgml
@tnakom
@teru_kidokoro
@nuriallibertat2
@awayfromthekeys
@esmesuperjunior
@missingpetsmx
@azrightsider
@jordiamadeus

Top Tweeters in G9:
@thereseosulliv2
@vickie627
@vincegottalotta
@ladyoftheocean1
@nolbol
@merry_hippie
@howienudet
@angryfleas
@hrt6017
@jimaw63

Top Tweeters in G10:
@ginniasa
@dragontauro
@turkiantof
@laporres
@gonzaloxrojas
@mgarcia318
@negravillana
@alex_jyyy
@pablolabarcac
@jedomm


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