NCoV, Twitter, 9/17/2021 3:14:09 PM, 262267


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NCoV_2021-09-17_01-58-19.xlsx
NCoV_2021-09-17_01-58-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2021
Short Description:
NCoV via NodeXL https://bit.ly/3ErjSEy
@cdcgov
@satoruo
@sosorasora3
@chrischirp
@govrondesantis
@gino_2019_ncov
@marluk510
@aso_liberum
@k_ooigawa
@kinasato_cap001

Top hashtags:
#covid19
#新型コロナウイルス
#parents
#new
#vaxfact
#vacunación
#intentionallycruelwave
#covid_19

Description:
Description
The graph represents a network of 8,440 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 Friday, 17 September 2021 at 09:09 UTC.

The requested start date was Friday, 17 September 2021 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 2-day, 7-hour, 34-minute period from Tuesday, 14 September 2021 at 04:51 UTC to Thursday, 16 September 2021 at 12:26 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 : 8440
Unique Edges : 4312
Edges With Duplicates : 14958
Total Edges : 19270
Number of Edge Types : 5
MentionsInRetweet : 6907
Replies to : 1145
Retweet : 5587
Mentions : 4732
Tweet : 899
Self-Loops : 940
Reciprocated Vertex Pair Ratio : 0.0112204932782894
Reciprocated Edge Ratio : 0.0221919815764681
Connected Components : 894
Single-Vertex Connected Components : 240
Maximum Vertices in a Connected Component : 5082
Maximum Edges in a Connected Component : 14940
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.860604
Graph Density : 0.000134123952827905
Modularity : 0.484228
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,440 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 Friday, 17 September 2021 at 09:09 UTC.

The requested start date was Friday, 17 September 2021 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 2-day, 7-hour, 34-minute period from Tuesday, 14 September 2021 at 04:51 UTC to Thursday, 16 September 2021 at 12:26 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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[308] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[135] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html
[121] https://www.city.nerima.tokyo.jp/hokenfukushi/hoken/kansensho/2019-nCoV/vaccination_covid/wakuchin.html
[109] https://www.vaccines.gov/
[99] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[72] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[47] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[46] https://www.cdc.gov/coronavirus/2019-ncov/variants/delta-variant.html
[46] https://www.who.int/publications/i/item/WHO-2019-nCoV-Digital_certificates-vaccination-2021.1
[44] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html

Top URLs in Tweet in G1:
[104] https://www.vaccines.gov/
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/immuno.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/adolescents.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/pregnant-people.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/types-of-masks.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/pregnancy.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html

Top URLs in Tweet in G2:
[280] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[2] https://twitter.com/KevinCate/status/1437461661724590082

Top URLs in Tweet in G3:
[3] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[3] https://ansm.sante.fr/uploads/2021/07/16/20210716-vaccins-covid-19-rapport-moderna-periode-28-05-2021-01-07-2021.pdf
[2] https://it.notizie.yahoo.com/giulia-lucenti-è-morta-16-082646259.html
[2] https://www.senat.fr/application-des-lois/pjl20-796.html
[2] https://threadreaderapp.com/thread/1437829791584071686.html
[2] https://www.sudouest.fr/charente-maritime/la-rochelle/obligation-vaccinale-a-l-hopital-de-la-rochelle-cinq-agents-suspendus-5888021.php
[2] https://odysee.com/@Piratelabuse:0/Brossa-1:3
[2] https://www.lefigaro.fr/actualite-france/le-gouvernement-veut-reautoriser-des-chasses-traditionnelles-d-oiseaux-20210915
[2] https://twitter.com/LMPositif/status/1437817165478989825?s=20
[2] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-myocarditis-pericarditis-vaccines-epi.pdf?sc_lang=en

Top URLs in Tweet in G4:
[28] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[11] https://www.pref.ibaraki.jp/1saigai/2019-ncov/shiryouteikyou.html
[6] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210915_shiryoteikyo.pdf
[6] https://www.pref.ibaraki.jp/1saigai/2019-ncov/ichiran.html
[6] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210916_rinjikaiken.pdf
[5] https://www.pref.ibaraki.jp/1saigai/2019-ncov/210916_rinjikaiken.html
[4] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kaiken.html
[2] https://www.pref.ibaraki.jp/1saigai/2019-ncov/210909_rinjikaiken.html
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210914_shiryoteikyo.pdf
[1] https://news.yahoo.co.jp/articles/a5928019fc5c564cd214fe92d5517a2174176586

Top URLs in Tweet in G5:
[2] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-aefi-report.pdf?la=en
[1] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-myocarditis-pericarditis-vaccines-epi.pdf?sc_lang=en
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/k-12-guidance.html
[1] https://www.bbc.co.uk/news/uk-58418767
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html

Top URLs in Tweet in G6:
[1] https://www.cdc.gov/coronavirus/2019-ncov/downloads/community/orphanhood-report.pdf

Top URLs in Tweet in G7:
[8] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/situacionActual.htm
[8] http://ncov.mohw.go.kr
[7] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[7] https://www.who.int/publications/i/item/WHO-2019-nCoV-Digital_certificates-vaccination-2021.1
[7] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/variants/delta-variant.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/planning-for-pregnancy.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[5] https://www.pref.ibaraki.jp/1saigai/2019-ncov/210916_rinjikaiken.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html

Top URLs in Tweet in G8:
[121] https://www.city.nerima.tokyo.jp/hokenfukushi/hoken/kansensho/2019-nCoV/vaccination_covid/wakuchin.html
[10] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10581-covid19-54.html
[2] https://www.city.nerima.tokyo.jp/hokenfukushi/hoken/kansensho/2019-nCoV/vaccination_covid/kenshujo.html
[2] https://vaccine.i-karada.jp/covid-19.nerima/
[2] https://www.city.nerima.tokyo.jp/hokenfukushi/hoken/kansensho/2019-nCoV/vaccination_covid/sesshukaijyo.html
[2] https://www.who.int/publications/i/item/WHO-2019-nCoV-vaccine_effectiveness-measurement-2021.1
[2] https://www.who.int/publications/i/item/WHO-2019-nCoV-vaccine_effectiveness-variants-2021.1
[1] https://www.city.nerima.tokyo.jp/hokenfukushi/hoken/kansensho/2019-nCoV/vaccination_covid/saihakko.html
[1] https://v-sys.mhlw.go.jp/search/list.html?id=131202&availableOnly=on&generalPracticeOnly=on&keyword=&vaccineMaker=&page=1
[1] https://www.city.nerima.tokyo.jp/hokenfukushi/hoken/kansensho/2019-nCoV/vaccination_covid/sesshuyoyaku.html#cms61877

Top URLs in Tweet in G9:
[7] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/safety-of-vaccines.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/expect/after.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/variants/delta-variant.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html#:~:text=mRNA%20vaccines%20have%20been%20studied,into%20an%20mRNA%20vaccine
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/pregnancy.html

Top URLs in Tweet in G10:
[3] https://www.who.int/publications/i/item/WHO-2019-nCoV-Surveillance_Case_Definition-2020.2
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/testing.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.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
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[1] https://www.who.int/publications/i/item/WHO-2019-nCoV-Sci_Brief-Natural_immunity-2021.1
[1] https://apps.who.int/iris/bitstream/handle/10665/341241/WHO-2019-nCoV-Sci-Brief-Natural-immunity-2021.1-eng.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[1451] cdc.gov
[258] lg.jp
[135] tokyo.jp
[118] recombinomics.co
[112] gob.es
[110] vaccines.gov
[106] twitter.com
[104] who.int
[92] ibaraki.jp
[56] go.jp

Top Domains in Tweet in G1:
[106] cdc.gov
[104] vaccines.gov
[5] twitter.com
[1] bit.ly
[1] archive.org
[1] texas.gov
[1] researchsquare.com
[1] lifelongmedical.org

Top Domains in Tweet in G2:
[280] cdc.gov
[2] twitter.com

Top Domains in Tweet in G3:
[29] twitter.com
[8] cdc.gov
[4] sante.fr
[3] lefigaro.fr
[3] publichealthontario.ca
[2] yahoo.com
[2] youtube.com
[2] senat.fr
[2] threadreaderapp.com
[2] sudouest.fr

Top Domains in Tweet in G4:
[69] ibaraki.jp
[2] co.jp

Top Domains in Tweet in G5:
[3] publichealthontario.ca
[3] cdc.gov
[1] co.uk

Top Domains in Tweet in G6:
[1] cdc.gov

Top Domains in Tweet in G7:
[166] cdc.gov
[28] gob.es
[23] twitter.com
[15] ibaraki.jp
[13] who.int
[13] lg.jp
[13] go.kr
[4] publichealthontario.ca
[4] go.jp
[4] tokyo.jp

Top Domains in Tweet in G8:
[128] tokyo.jp
[11] go.jp
[4] who.int
[2] i-karada.jp

Top Domains in Tweet in G9:
[59] cdc.gov
[2] hopkinsmedicine.org
[1] centerforhealthsecurity.org
[1] nejm.org
[1] huffpost.com
[1] cnbc.com
[1] vaccines.gov
[1] ucdavis.edu
[1] fda.gov
[1] medrxiv.org

Top Domains in Tweet in G10:
[6] cdc.gov
[5] who.int

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1850] covid19
[305] 新型コロナウイルス
[141] parents
[90] new
[65] vaxfact
[40] vacunación
[39] intentionallycruelwave
[36] covid_19
[30] deltavariant
[30] coronavirus



Top Hashtags in Tweet in G1:
[1490] covid19
[135] parents
[85] new
[61] vaxfact
[19] deltavariant
[16] pediatricians
[8] covid
[5] getvaccinated
[4] facemasks
[4] respirators

Top Hashtags in Tweet in G2:
[7] covid19
[2] vaxfact
[1] parents

Top Hashtags in Tweet in G3:
[10] soutienauxsoignants
[9] nonaupasseportsanitaire
[9] nonalavaccinationobligatoire
[8] manif18septembre
[8] soutienauxpompiers
[7] soignants
[7] pfizer
[7] covid_19
[7] soutienauxmilitaires
[7] touchepasaraoult

Top Hashtags in Tweet in G4:
[295] 新型コロナウイルス
[8] 茨城県
[4] いばらきアマビエちゃん
[3] 龍ケ崎
[3] 龍ケ崎市コロナ対策

Top Hashtags in Tweet in G5:
[8] covid19
[7] vaccinated
[7] coronavirus
[7] covid_19
[7] deltavariant
[1] covidvaccination
[1] vaccinationdrive
[1] covid
[1] vaccination
[1] sarscov2020

Top Hashtags in Tweet in G6:
[1] covid19

Top Hashtags in Tweet in G7:
[33] covid19
[16] coronavirus
[9] ncov
[8] covid
[8] 보건복지부
[8] klab
[8] korea
[8] covid19korea
[8] data
[6] コロナ

Top Hashtags in Tweet in G8:
[11] 練馬区
[9] ワクチン予約
[2] ワクチン
[2] ワクチン予約情報

Top Hashtags in Tweet in G9:
[2] covid19
[1] eatnfuck
[1] covid_19
[1] boycottnickiminaj

Top Words
Top Words in Tweet in Entire Graph:
[1850] #covid19
[1551] cdcgov
[1390] vaccine
[1163] vaccinated
[1152] covid
[1022] against
[916] fact
[855] 19
[823] re
[799] pregnant

Top Words in Tweet in G1:
[1490] #covid19
[1488] cdcgov
[982] against
[949] vaccinated
[804] fact
[777] pregnant
[767] re
[767] date
[766] evidence
[764] trying

Top Words in Tweet in G2:
[658] govrondesantis
[655] vaccine
[655] rna
[380] someone
[380] stand
[380] behind
[380] seal
[380] florida
[380] changes
[379] moments

Top Words in Tweet in G3:
[205] gino_2019_ncov
[53] zyrs10
[50] sont
[50] ce
[47] plus
[44] strategieduchoc
[44] luquetsabine
[43] nuxbsd
[43] rendezmomotchi
[40] c'est

Top Words in Tweet in G4:
[487] ibaraki_kouhou
[426] 日
[295] #新型コロナウイルス
[289] 感染症情報
[289] 本日の新規陽性者数
[289] 本日の退院等回復者数
[289] 現在の入院者数
[289] うち重症者数
[289] 詳しくはこちらをご覧ください
[204] 県独自の非常事態宣言の解除について

Top Words in Tweet in G5:
[291] chrischirp
[290] latest
[290] vax
[290] cases
[289] numbers
[289] myocarditis
[289] canada
[289] highest
[289] rate
[289] seen

Top Words in Tweet in G6:
[296] 複数機関でまとめたコロナ孤児の調査報告
[296] 衝撃的内容
[296] 父か母
[296] もしくは祖父母
[296] 養育に中心的に関わる
[296] を失った子供は
[296] 全世界で180万人と推定
[296] 父か母または両方を失った子供は
[296] 米国だけで11万6千人以上もいる
[296] 本当に悲しい現実

Top Words in Tweet in G7:
[114] 19
[110] covid
[50] cdc
[38] more
[37] vaccine
[33] #covid19
[30] vaccines
[30] 2021
[28] ncov
[27] vaccinated

Top Words in Tweet in G8:
[233] 練馬区
[186] 木
[163] 東京海上日動石神井スポーツセンター
[135] covid19times_pr
[134] 29
[133] 水
[118] 接種日は
[116] 木曜
[107] 10月9日
[103] 10日

Top Words in Tweet in G9:
[54] nickiminaj
[17] cdc
[11] vaccine
[10] side
[10] virus
[9] effects
[8] info
[8] apfactcheck
[7] 2019
[7] studies

Top Words in Tweet in G10:
[14] andylumm
[13] mcfunny
[13] wendyorent
[13] swedishchf
[13] 2019
[13] bebert701
[13] smashcarm
[13] alex_on_a14
[13] ginapro
[13] thatsnotmine125

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[999] against,#covid19
[928] vaccinated,against
[806] cdcgov,fact
[774] trying,pregnant
[773] fact,vaccinated
[773] #covid19,re
[773] re,trying
[773] pregnant,future
[773] future,evidence
[773] evidence,date

Top Word Pairs in Tweet in G1:
[973] against,#covid19
[905] vaccinated,against
[799] cdcgov,fact
[764] fact,vaccinated
[764] #covid19,re
[764] re,trying
[764] trying,pregnant
[764] pregnant,future
[764] future,evidence
[764] evidence,date

Top Word Pairs in Tweet in G2:
[380] govrondesantis,someone
[380] someone,stand
[380] stand,behind
[380] behind,seal
[380] seal,florida
[380] florida,vaccine
[380] vaccine,changes
[380] changes,rna
[379] moments,ago
[379] ago,govrondesantis

Top Word Pairs in Tweet in G3:
[32] strategieduchoc,mammiebocockiq
[31] gino_2019_ncov,zyrs10
[31] zyrs10,nuxbsd
[31] nuxbsd,maya29854628
[31] maya29854628,strategieduchoc
[31] mammiebocockiq,cab2626
[27] 01stdenis,gino_2019_ncov
[24] justindoigt2,didiermaisto
[24] veritebeaute,leonna_julie
[24] leonna_julie,leopadanofe

Top Word Pairs in Tweet in G4:
[289] #新型コロナウイルス,感染症情報
[285] ibaraki_kouhou,#新型コロナウイルス
[201] 県独自の非常事態宣言の解除について,新規感染者数の減少や病床稼働数の改善により
[201] 新規感染者数の減少や病床稼働数の改善により,県独自の宣言を9月19日
[201] 県独自の宣言を9月19日,日
[201] 日,で解除します
[201] で解除します,国の緊急事態宣言は継続となりますので
[201] 国の緊急事態宣言は継続となりますので,引き続き営業時間の短縮など
[201] 引き続き営業時間の短縮など,対策にご協力をお願いいたします
[200] ibaraki_kouhou,県独自の非常事態宣言の解除について

Top Word Pairs in Tweet in G5:
[289] latest,numbers
[289] numbers,myocarditis
[289] myocarditis,canada
[289] canada,vax
[289] vax,highest
[289] highest,rate
[289] rate,seen
[289] seen,men
[289] men,18
[289] 18,24

Top Word Pairs in Tweet in G6:
[296] 複数機関でまとめたコロナ孤児の調査報告,衝撃的内容
[296] 衝撃的内容,父か母
[296] 父か母,もしくは祖父母
[296] もしくは祖父母,養育に中心的に関わる
[296] 養育に中心的に関わる,を失った子供は
[296] を失った子供は,全世界で180万人と推定
[296] 全世界で180万人と推定,父か母または両方を失った子供は
[296] 父か母または両方を失った子供は,米国だけで11万6千人以上もいる
[296] 米国だけで11万6千人以上もいる,本当に悲しい現実
[295] satoruo,複数機関でまとめたコロナ孤児の調査報告

Top Word Pairs in Tweet in G7:
[96] covid,19
[13] learn,more
[13] 19,vaccines
[9] 19,vaccine
[8] fully,vaccinated
[8] ncov,19
[8] 2021,09
[8] 2019,ncov
[8] 12,schools
[8] #보건복지부,#klab

Top Word Pairs in Tweet in G8:
[135] covid19times_pr,練馬区
[103] 接種日は,10月9日
[96] nerima_tokyo,住民接種担当課です
[83] 住民接種担当課です,追加でモデルナ社製のワクチンを確保したため
[83] 追加でモデルナ社製のワクチンを確保したため,臨時会場を
[83] 臨時会場を,練馬区職員研修所
[83] 練馬区職員研修所,に設置し
[83] に設置し,接種予約を9月16日
[83] 接種予約を9月16日,木曜
[83] 木曜,午後5時から受け付けます

Top Word Pairs in Tweet in G9:
[9] side,effects
[5] effects,already
[4] gnf_jay,apfactcheck
[4] potential,side
[4] live,virus
[4] 2019,ncov
[3] ravenscimaven,nickiminaj
[3] tatiannanow,nickiminaj
[3] cdc,website
[3] totallynotlux,nickiminaj

Top Word Pairs in Tweet in G10:
[11] 2019,ncov
[11] ginapro,thatsnotmine125
[10] maureenstroud,barryjohnreid21
[9] bebert701,pawley_robert
[9] rtheatheist,wjack76995
[9] temple_surly,nyob7714
[9] nyob7714,bat92799926
[9] bat92799926,themarcam
[9] tampa_egret,fredwibblington
[9] fredwibblington,kathmarval

Top Replied-To
Top Replied-To in Entire Graph:
@gino_2019_ncov
@tivolib
@nickiminaj
@pascalpraud
@pasrodique
@louan07
@andylumm
@luquetsabine
@jeansaisrie
@theatreguignol

Top Replied-To in G1:
@cdcgov
@samadamslogger
@anapaulavolei
@bwoyatingz
@batouttahell24
@beckybajamom

Top Replied-To in G2:
@tinkat999
@kevincate
@govrondesantis
@miamiherald

Top Replied-To in G3:
@gino_2019_ncov
@tivolib
@pascalpraud
@pasrodique
@louan07
@luquetsabine
@jeansaisrie
@danielpilotte1
@theatreguignol
@kahoni17

Top Replied-To in G4:
@z_mutoh
@llawliet037

Top Replied-To in G5:
@profsarahjlewis
@snj_1970
@curiocat13

Top Replied-To in G7:
@byuoritter

Top Replied-To in G9:
@nickiminaj
@da1219
@khyros_444
@mistershovel
@total_time121
@craft_then
@cmr_lne
@mimislittlelamb
@mrdn
@trilove1

Top Replied-To in G10:
@andylumm
@thatsnotmine125
@jimeeliberty
@michaelbranniga
@blueeterlin
@stuartafraser
@bottomleyfiona
@moezurajr
@mcfunny
@burgerlab12

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@govrondesantis
@ibaraki_kouhou
@kevincate
@satoruo
@chrischirp
@nikkifried
@covid19times_pr
@atlhiphopday
@chibaken_kouhou

Top Mentioned in G1:
@cdcgov
@cdcemergency
@ajlamesa
@drml350phd
@healthnygov
@alexander_tin
@texasdshs
@robinlloyd99
@realtimecovid19
@bagaidr

Top Mentioned in G2:
@govrondesantis
@kevincate
@nikkifried
@cdcgov
@metaeconomics
@fievel131
@cdcemergency

Top Mentioned in G3:
@gino_2019_ncov
@zyrs10
@rendezmomotchi
@strategieduchoc
@nuxbsd
@luquetsabine
@mammiebocockiq
@cab2626
@yvespdb
@carterj37919661

Top Mentioned in G4:
@ibaraki_kouhou
@k_ooigawa
@ibk44
@tsukubais
@kitaibarakicity
@mutoh_z
@z_mutoh
@chikusei_city
@ryugasaki_city
@ihciekam

Top Mentioned in G5:
@chrischirp
@sars_cov2020
@orla_hegarty
@allysonpollock
@andrew_croxford
@biscuitsgod
@marcorobinson7
@jamesmelville
@dgurdasani1
@trishgreenhalgh

Top Mentioned in G6:
@satoruo
@k_ooigawa
@cdcgov

Top Mentioned in G7:
@darnsmall
@berdashnative

Top Mentioned in G8:
@covid19times_pr
@nerima_tokyo
@funwari_fuwari
@nerimap1
@loquat_priest
@aiko360
@satoruo
@styh131582
@konmei30

Top Mentioned in G9:
@nickiminaj
@apfactcheck
@ravenscimaven
@tatiannanow
@gnf_jay
@mubazieric
@pistolannie31
@realchasegeiser
@cdcdirector
@nihdirector

Top Mentioned in G10:
@wendyorent
@swedishchf
@bebert701
@smashcarm
@alex_on_a14
@ginapro
@mcfunny
@kathmarval
@mdrisette
@chrisjohnsonmd

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@tomthunkitsmind
@threadreaderapp
@danielpilotte1
@jurylady5
@ecodaren
@stockmarcocosta
@s9tmt
@raymond_norman
@british_airways

Top Tweeters in G1:
@kat4obama
@padakitty
@rosenchild
@viralvideovlogs
@angelakorras
@wadakashiho
@its_coachb
@shirley10090505
@miss_placed_
@jorge_c_ny

Top Tweeters in G2:
@raymond_norman
@solutioneer72
@onahunttoday
@kak089
@betterw05759703
@unlewis
@wally_wests
@estarianne
@fernandocesar77
@briangrnotabot

Top Tweeters in G3:
@threadreaderapp
@danielpilotte1
@4tchat
@thalassa2008
@bfmtv
@yvespdb
@a_meluzzi
@cnews
@sarah41659531
@veritebeaute

Top Tweeters in G4:
@westinghouse565
@toropicari
@fukushima_akita
@kumokumotori
@tonakaimaster
@mutoh_z
@noel_hasui
@tmitaka
@zyoushou
@shirayukihime_p

Top Tweeters in G5:
@s9tmt
@roblwilson
@curiocat13
@christinejameis
@catherinemginn
@loonylaura
@ppiixx
@davelawson35
@shambles151
@jwahjwah

Top Tweeters in G6:
@machi_usagi
@sosorasora3
@sino_p928
@reichi062
@feparadise
@kinasato_cap001
@mikan_alien
@fussoo_moe
@machsunday
@808cyatumi

Top Tweeters in G7:
@justiceoutcry
@personalfitnes3
@m157q_news_rss
@haolethai
@aureliobelandom
@amixmako
@buddy3880309
@el_grillo1
@donmcglashen
@emergenza24

Top Tweeters in G8:
@fusasippona
@nerimabot2
@takeuchi_gr
@hounds02
@yura_greycube
@eimc3z
@tsuna_kiti
@towano_yamanako
@hayohater
@amane1735

Top Tweeters in G9:
@mimislittlelamb
@joyannreid
@j_jammer
@mortheous
@andrear9md
@thereidout
@daniidabanii
@tmccull603
@mznatturner
@rogueopsmobile

Top Tweeters in G10:
@lizditz
@_mamadeb
@tony__heller
@michaelbranniga
@littlelishka
@monstercoyliar
@wjack76995
@johnmarcmail
@takethatct
@dawntj90