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NCoV_2021-07-13_02-34-13.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 13, 2021
Short Description:
NCoV via NodeXL https://bit.ly/3e9ceTZ
@faheemyounus
@cdcgov
@corona_ssyt
@viralvideovlogs
@drjkahn
@bretweinstein
@ivdareios
@dashige1
@ydeigin
@atomskssanakan

Top hashtags:
#covid19
#新型コロナウイルス
#covid_19
#いばらきアマビエちゃん
#新型コロペウイルス
#ベトナム
#coronavirus

Description:
Description
The graph represents a network of 8,729 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 Tuesday, 13 July 2021 at 09:51 UTC.

The requested start date was Tuesday, 13 July 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 4-day, 18-hour, 31-minute period from Wednesday, 07 July 2021 at 17:58 UTC to Monday, 12 July 2021 at 12:30 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 : 8729
Unique Edges : 3187
Edges With Duplicates : 13003
Total Edges : 16190
Number of Edge Types : 5
Tweet : 870
Retweet : 5983
MentionsInRetweet : 6498
Replies to : 804
Mentions : 2035
Self-Loops : 893
Reciprocated Vertex Pair Ratio : 0.00330071908522928
Reciprocated Edge Ratio : 0.00657972036188462
Connected Components : 934
Single-Vertex Connected Components : 264
Maximum Vertices in a Connected Component : 3855
Maximum Edges in a Connected Component : 8245
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.698834
Graph Density : 0.000111712394150833
Modularity : 0.515475
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,729 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 Tuesday, 13 July 2021 at 09:51 UTC.

The requested start date was Tuesday, 13 July 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 4-day, 18-hour, 31-minute period from Wednesday, 07 July 2021 at 17:58 UTC to Monday, 12 July 2021 at 12:30 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:
[614] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/documents/20210630jimurenraku.pdf
[175] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[140] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html
[135] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[57] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[55] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10501-covid19-48.html
[49] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/k-12-guidance.html
[46] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[38] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/vsafepregnancyregistry.html
[33] https://www.pref.hiroshima.lg.jp/site/2019-ncov/20210708.html

Top URLs in Tweet in G1:
[3] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/mask-fit-and-filtration.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[1] https://www.who.int/publications/i/item/WHO-2019-nCoV-Policy-Brief-Risk-based-international-travel-2021.1
[1] https://www.who.int/news-room
[1] https://www.forbes.com/sites/geoffwhitmore/2021/06/03/can-those-who-are-vaccinated-travel-without-a-covid-test/?sh=11e6a85d4bb2
[1] https://kemlu.go.id/losangeles/en/news/11727/indonesia-travel-restrictions
[1] https://www.euro.who.int/en/health-topics/health-emergencies/coronavirus-covid-19/news/news/2021/6/q-and-a-on-vaccination-and-travel-this-summer
[1] https://www.cdc.gov/coronavirus/2019-ncov/travelers/international-travel-during-covid19.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/respirator-use-faq.html

Top URLs in Tweet in G2:
[610] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/documents/20210630jimurenraku.pdf

Top URLs in Tweet in G3:
[12] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/k-12-guidance.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/index.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/adolescents.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/travelers/from-other-countries.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/your-vaccination.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html

Top URLs in Tweet in G4:
[21] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/second-shot.html
[21] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10501-covid19-48.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[2] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/documents/20210630jimurenraku.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/vsafepregnancyregistry.html
[1] https://virological.org/t/viral-infection-and-transmission-in-a-large-well-traced-outbreak-caused-by-the-delta-sars-cov-2-variant/724
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2502-idsc/iasr-in/10467-496d06.html

Top URLs in Tweet in G5:
[14] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[10] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10501-covid19-48.html
[10] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[8] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/mesures/9-juliol/
[8] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/prevencio/aillament-domiciliari/
[7] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/contactecovid-cat/
[7] https://eautocheck.de
[6] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/k-12-guidance.html
[5] http://ncov.mohw.go.kr
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/expect/after.html

Top URLs in Tweet in G6:
[17] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10501-covid19-48.html
[12] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[2] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10504-covid19-49.html
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10437-covid19-47.html
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10434-covid19-43.html
[1] https://www.niid.go.jp/niid/images/epi/corona/48/covid19-48.pdf
[1] https://www.niid.go.jp/niid/images/epi/corona/49/covid19_vaccine_20210702.pdf

Top URLs in Tweet in G7:
[3] https://www.who.int/publications/i/item/WHO-2019-nCoV-vaccines-SAGE_recommendation-AZD1222-2021.1
[2] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-epi-confirmed-cases-post-vaccination.pdf?la=en
[1] https://www.who.int/publications/i/item/WHO-2019-nCoV-therapeutics-2021.2
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/essentialworker/workplace-vaccination-program.html#anchor_1615585395585
[1] https://twitter.com/zchagla/status/1412871645690273803
[1] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-epi-confirmed-cases-post-vaccination.pdf?la=en&fbclid=IwAR0vDZ5w6-RxusJRsCQI7
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/keythingstoknow.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Ffully-vaccinated-people.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/transmission_k_12_schools.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html

Top URLs in Tweet in G8:
[9] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/prevencio/aillament-domiciliari/
[6] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/mesures/9-juliol/
[6] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/contactecovid-cat/
[3] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/certificat-covid-digital-ue/
[3] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/prevencio/flexibilitzacio-us-mascareta/#
[1] https://lamevasalut.gencat.cat/web/cps/welcome
[1] https://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/ciutadania/mesures/mesures-9-juliol.pdf
[1] https://www.lamevasalut.gencat.cat/
[1] https://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/material-divulgatiu/recomanacions-maneig-clinic-infants-adolescents-covid19-persistent.pdf
[1] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/que-es-coronavirus/simptomes-persistents/

Top URLs in Tweet in G9:
[105] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[8] https://www.pref.ibaraki.jp/1saigai/2019-ncov/ichiran.html
[4] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210707_shiryouteikyou.pdf
[2] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210709_shiryoteikyo.pdf
[2] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210710_shiryouteikyo.pdf
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210712_hennikabu.pdf
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210708_henni.pdf
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210708_shiryoteikyo.pdf
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210711_shiryoteikyo.pdf

Top URLs in Tweet in G10:
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[1] https://twitter.com/SChomdao/status/1414025426398187524

Top Domains
Top Domains in Tweet in Entire Graph:
[1115] cdc.gov
[878] lg.jp
[163] ibaraki.jp
[127] gob.es
[106] gencat.cat
[92] go.jp
[80] who.int
[78] recombinomics.co
[74] twitter.com
[73] nextstrain.org

Top Domains in Tweet in G1:
[8] cdc.gov
[3] who.int
[1] forbes.com
[1] go.id

Top Domains in Tweet in G2:
[610] lg.jp

Top Domains in Tweet in G3:
[91] cdc.gov
[6] bit.ly
[6] hhs.gov
[6] twitter.com
[2] buff.ly
[2] archive.org
[2] medrxiv.org
[2] elsevierhealth.com
[1] ssrn.com
[1] nejm.org

Top Domains in Tweet in G4:
[24] cdc.gov
[22] go.jp
[2] lg.jp
[1] virological.org

Top Domains in Tweet in G5:
[116] cdc.gov
[29] gencat.cat
[21] go.jp
[19] lg.jp
[18] go.kr
[18] ibaraki.jp
[14] twitter.com
[14] eautocheck.de
[12] gob.es
[7] who.int

Top Domains in Tweet in G6:
[23] go.jp
[12] ibaraki.jp

Top Domains in Tweet in G7:
[5] cdc.gov
[4] who.int
[3] publichealthontario.ca
[1] twitter.com

Top Domains in Tweet in G8:
[32] gencat.cat

Top Domains in Tweet in G9:
[125] ibaraki.jp

Top Domains in Tweet in G10:
[1] cdc.gov
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[753] covid19
[165] 新型コロナウイルス
[105] covid_19
[91] いばらきアマビエちゃん
[83] 新型コロペウイルス
[38] ベトナム
[35] coronavirus
[30] covidlong
[29] malaisesposteffort
[28] lamevasalut



Top Hashtags in Tweet in G2:
[1] yukarin
[1] 田村ゆかり

Top Hashtags in Tweet in G3:
[389] covid19
[30] covidlong
[29] malaisesposteffort
[7] nasw
[6] sarscov2
[3] wearamask
[2] vaxfact
[2] variant
[2] vaccine
[2] immunology

Top Hashtags in Tweet in G4:
[2] ファイザー
[2] モデルナ
[2] ワクチンの副反応

Top Hashtags in Tweet in G5:
[30] covid19
[13] coronavirus
[8] ncov
[7] covid
[7] fwn
[7] freeworldnews
[7] today
[6] klab
[6] data
[5] corona

Top Hashtags in Tweet in G7:
[1] covid19

Top Hashtags in Tweet in G8:
[23] lamevasalut
[6] covid19
[3] covid19persistent
[3] bondia
[3] lagarriga

Top Hashtags in Tweet in G9:
[154] 新型コロナウイルス
[90] いばらきアマビエちゃん
[73] 新型コロペウイルス
[2] 龍ケ崎
[2] 龍ケ崎市コロナ対策
[1] いばらきアマビエちゃん
[1] 龍ケ崞
[1] 龍ケ崞市コロペ対策

Top Words
Top Words in Tweet in Entire Graph:
[4218] yang
[3855] æ
[3219] covid
[2279] ç
[2119] tes
[2108] faheemyounus
[2108] pasien
[2100] negatif
[2098] pengusaha
[2093] adalah

Top Words in Tweet in G1:
[4166] yang
[2099] faheemyounus
[2099] pasien
[2098] covid
[2092] tes
[2092] negatif
[2090] pengusaha
[2084] adalah
[2084] tidak
[2084] akal

Top Words in Tweet in G2:
[610] 田村ゆかりちゃんのライブ
[610] 川口から収容率100
[610] になったのは
[610] 事前に歓声や大声をだしていない実績証明の映像を提出して許可されたからなのかな
[610] ファン側の行動でフルキャパは可能
[610] だから
[609] syu_aisu
[609] アナウンスにあるよ

Top Words in Tweet in G3:
[479] cdcgov
[389] #covid19
[288] covid
[140] vaccine
[139] 12
[131] vaccinated
[126] school
[125] 19
[120] fully
[119] virus

Top Words in Tweet in G4:
[275] 米国cdcでは
[275] 本日現在
[275] コロナワクチン接種時に妊娠していた13万人以上の女性が登録されており
[275] その副反応や妊娠関連合併症などを分析しています
[275] 出産後までの経過を追うレジストリにも5000人以上の妊婦が含まれてます
[275] その上で
[274] dashige1
[274] 妊婦への接種が推奨
[129] ç
[55] æ

Top Words in Tweet in G5:
[142] æ
[104] ç
[98] ãƒ
[90] 19
[88] covid
[79] ì
[64] ë
[55] ncov
[35] cdc
[35] ê

Top Words in Tweet in G6:
[1803] æ
[911] ç
[832] ϋ
[638] ªã
[617] ˆã
[413] äº
[408] ύ
[220] åš
[209] ÿã
[209] šã

Top Words in Tweet in G7:
[134] data
[133] breakthrough
[116] time
[112] vaccinated
[111] cases
[111] vaccines
[110] pho
[110] report
[110] obviously
[110] lags

Top Words in Tweet in G8:
[174] ets
[171] contacte
[167] salutcat
[150] estret
[99] 10
[99] dies
[97] és
[96] important
[83] l'aïllament
[77] durant

Top Words in Tweet in G9:
[890] æ
[582] ç
[224] ibaraki_kouhou
[183] ãƒ
[159] ÿã
[158] ϋ
[155] æœ
[154] #新型コロナウイルス
[154] 感染症情報
[154] 本日の新規陽性者数

Top Words in Tweet in G10:
[270] อว
[270] น
[270] ค
[136] 100
[135] หมายถ
[135] งอเมร
[135] กาใช
[135] มะ
[135] ว
[135] คท

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2098] tes,covid
[2098] covid,negatif
[2095] faheemyounus,pengusaha
[2089] pengusaha,yang
[2089] yang,membutuhkan
[2089] membutuhkan,tes
[2089] negatif,sebelum
[2089] sebelum,pasien
[2089] pasien,dapat
[2089] dapat,kembali

Top Word Pairs in Tweet in G1:
[2090] tes,covid
[2090] covid,negatif
[2089] faheemyounus,pengusaha
[2083] pengusaha,yang
[2083] yang,membutuhkan
[2083] membutuhkan,tes
[2083] negatif,sebelum
[2083] sebelum,pasien
[2083] pasien,dapat
[2083] dapat,kembali

Top Word Pairs in Tweet in G2:
[610] 田村ゆかりちゃんのライブ,川口から収容率100
[610] 川口から収容率100,になったのは
[610] になったのは,事前に歓声や大声をだしていない実績証明の映像を提出して許可されたからなのかな
[610] 事前に歓声や大声をだしていない実績証明の映像を提出して許可されたからなのかな,ファン側の行動でフルキャパは可能
[610] ファン側の行動でフルキャパは可能,だから
[609] syu_aisu,田村ゆかりちゃんのライブ
[609] だから,アナウンスにあるよ

Top Word Pairs in Tweet in G3:
[118] covid,19
[115] fully,vaccinated
[112] #covid19,vaccine
[109] vaccine,soon
[108] cdcgov,#covid19
[103] virus,causes
[102] causes,covid
[101] stop,pandemic
[100] soon,take
[100] take,lead

Top Word Pairs in Tweet in G4:
[275] 米国cdcでは,本日現在
[275] 本日現在,コロナワクチン接種時に妊娠していた13万人以上の女性が登録されており
[275] コロナワクチン接種時に妊娠していた13万人以上の女性が登録されており,その副反応や妊娠関連合併症などを分析しています
[275] その副反応や妊娠関連合併症などを分析しています,出産後までの経過を追うレジストリにも5000人以上の妊婦が含まれてます
[275] 出産後までの経過を追うレジストリにも5000人以上の妊婦が含まれてます,その上で
[274] dashige1,米国cdcでは
[274] その上で,妊婦への接種が推奨
[45] ç,æ
[42] ç,ç
[23] æ,ÿæÿ

Top Word Pairs in Tweet in G5:
[72] covid,19
[29] ãƒ,ãƒ
[22] ç,æ
[20] 2019,ncov
[18] ì,ë
[15] ãƒ,æ
[14] æ,ÿæÿ
[13] ç,ç
[13] æ,æ
[13] ë,ë

Top Word Pairs in Tweet in G6:
[408] œç,ç
[408] œã,äº
[259] ç,æ
[225] æ,æ
[225] æ,ªã
[220] æ,åš
[209] ªã,æ
[209] æ,ÿã
[204] ÿåº,çš
[204] çš,æ

Top Word Pairs in Tweet in G7:
[110] pho,report
[110] report,vaccinated
[110] vaccinated,breakthrough
[110] breakthrough,cases
[110] cases,obviously
[110] obviously,time
[110] time,lags
[110] lags,still
[110] still,good
[110] good,data

Top Word Pairs in Tweet in G8:
[150] ets,contacte
[150] contacte,estret
[99] 10,dies
[94] és,important
[93] salutcat,ets
[77] durant,10
[74] estret,d'aïllar
[74] d'aïllar,durant
[74] dies,ets
[74] estret,asimptomàtic

Top Word Pairs in Tweet in G9:
[230] æ,æ
[156] ç,æ
[154] #新型コロナウイルス,感染症情報
[154] うち重症者数,5名
[151] ibaraki_kouhou,#新型コロナウイルス
[149] æœ,æ
[92] æ,ÿæÿ
[92] 現在の入院者数,99名
[92] 99名,うち重症者数
[88] 感染症情報,7月11日

Top Word Pairs in Tweet in G10:
[270] อว,น
[135] หมายถ,งอเมร
[135] งอเมร,กาใช
[135] กาใช,มะ
[135] มะ,ว
[135] ว,คท
[135] คท,ผ
[135] ผ,านมาอเมร
[135] านมาอเมร,กาตรวจโคว
[135] กาตรวจโคว,ดไป

Top Replied-To
Top Replied-To in Entire Graph:
@mtgreenee
@gfiuza_oficial
@jreinermd
@z_mutoh
@faheemyounus
@uche_blackstock
@byuoritter
@asahutchinson
@bethhall
@jamie_reinhold

Top Replied-To in G1:
@faheemyounus
@cagungy
@exelrockstar
@tatarasyad

Top Replied-To in G3:
@thetimelesstru1
@guye_john
@lisaforkansas
@cassandraheale1
@cj1729935898
@mariowettlaufer
@amigadehelado
@jrdblades
@mcgrady_sam
@marduff

Top Replied-To in G4:
@haru115111
@mikito_777

Top Replied-To in G5:
@byuoritter

Top Replied-To in G7:
@alexinwestla
@fitterhappieraj
@monicagandhi9
@tom4congressny6
@richardlweiss
@stevenwisdom13

Top Replied-To in G9:
@z_mutoh

Top Mentioned
Top Mentioned in Entire Graph:
@faheemyounus
@syu_aisu
@cdcgov
@dashige1
@ibaraki_kouhou
@masaru_kaneko
@salutcat
@7rueayachtt
@chibaken_kouhou
@zchagla

Top Mentioned in G1:
@faheemyounus
@joh4nz
@deenosaurusd
@cagungy
@cdcgov

Top Mentioned in G2:
@syu_aisu

Top Mentioned in G3:
@cdcgov
@has_sante
@apresj20
@cdc
@cdcdirector
@nejm
@idph
@yayshamsaldeen
@datadrivenmd
@medicaregov

Top Mentioned in G4:
@dashige1
@vaccinewatch
@minesoh
@netsuo23
@mhlwitter
@konotarogomame
@norionakatsuji
@syu_aisu
@yumikotakano
@haru115111

Top Mentioned in G5:
@cozza_86
@barcafespace

Top Mentioned in G6:
@masaru_kaneko
@earl_covid19_tw
@miakiza20100906
@alo3677
@netsuo23
@dashige1

Top Mentioned in G7:
@zchagla
@monicagandhi9
@docvatsa
@sfgate
@merusheel
@ucsf
@_ericting
@taraiarusso
@masterlongevity

Top Mentioned in G8:
@salutcat
@scped
@copedicat
@icscat
@pediatresap
@ajlagarriga
@jbarceloprats
@hospitalclinic

Top Mentioned in G9:
@ibaraki_kouhou
@tsukubais
@kantei
@sugawitter
@nhk_nw9
@nhk_news
@nhk_ohayou
@nhk_bs1
@nhk_bs_premium
@nhk_syakaibu

Top Mentioned in G10:
@7rueayachtt

Top Tweeters
Top Tweeters in Entire Graph:
@kittenish823
@vivacoid
@matiere
@raymond_norman
@mtokj307
@k1a1zzz
@delta
@bitcoinagile
@akane_kawahata
@sosorasora3

Top Tweeters in G1:
@eben_heizer
@monty_chadha
@didienazhar
@rockslashjeffry
@agungwidrajat
@gotothejek
@annasantoz318
@rahulsharmacong
@kembangkertas97
@radityo_utomo

Top Tweeters in G2:
@mtokj307
@seaki
@ramia2315
@hokketaso
@amairo_mica
@toshibou8412
@cocokit
@yosugara0613
@tomorox
@lettydenow

Top Tweeters in G3:
@raymond_norman
@dancas2
@rosenchild
@wildwillow65
@loyalfan1
@jayoung1892
@youranonriots
@drwavesportcd1
@budgothmog44
@pdoubt

Top Tweeters in G4:
@akane_kawahata
@madfall1213
@kow_tar
@drifter_n
@tamatama2
@fukushimanohito
@c6120cassiopeia
@himagine_no9
@paku
@pantyosu

Top Tweeters in G5:
@matiere
@bitcoinagile
@didaclopez
@greegreece
@samakarn_
@jp_kenchan_dayo
@kokikokiya
@rahah_ghazali
@snowiselyibo
@lunaxinova

Top Tweeters in G6:
@kittenish823
@wqqn
@gooochin
@yochan87
@tomo_c_a
@saitama1947mn
@ghettoorgan
@andy_sv650s
@kazamasemi
@553sandhood

Top Tweeters in G7:
@jimmya_shook1s
@lizdolphinfluff
@sfgate
@dianelbw
@eric__smith
@ampasmo
@aliettejonkers
@anantbhan
@trinitymustache
@causalitybrunch

Top Tweeters in G8:
@r_maureso
@estermartia
@victoriabonet
@s_valls
@splth32
@arroyotell
@geno_sg
@jdegra
@vilacosc
@marialorenajur1

Top Tweeters in G9:
@shintochigi1
@nhk_news
@mutoh_z
@noel_hasui
@kammyryvius
@shirayukihime_p
@sgr_kn
@tsaka1
@contaxndigital
@yamano__88

Top Tweeters in G10:
@fhso_
@nhh_xxh
@danitzaa
@horamiji
@phalinpoployy
@kahonoii
@viv_laerorn
@mookjii18310
@mocca_aesthetic
@ttacem