NCoV, Twitter, 5/11/2021 5:02:19 AM, 254591


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NCoV_2021-05-10_02-19-41.xlsx
NCoV_2021-05-10_02-19-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 11, 2021
Short Description:
NCoV via NodeXL https://bit.ly/2SFIkPk
@mph_for_doctors
@cdcgov
@drericding
@hiroshima_pref
@viralvideovlogs
@thouautumn
@kenmomd
@covid19maskjp
@matiere
@koza_luna

Top hashtags:
#covid19
#新型コロナウイルス
#sarscov2
#vaccine
#us
#aerosol
#aerosols
#vacunación
#covid_19

Description:
Description
The graph represents a network of 7,661 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, 10 May 2021 at 09:37 UTC.

The requested start date was Monday, 10 May 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, 17-hour, 17-minute period from Thursday, 06 May 2021 at 19:12 UTC to Sunday, 09 May 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 : 7661
Unique Edges : 2206
Edges With Duplicates : 13177
Total Edges : 15383
Number of Edge Types : 5
Replies to : 473
Retweet : 6223
MentionsInRetweet : 6715
Tweet : 957
Mentions : 1015
Self-Loops : 983
Reciprocated Vertex Pair Ratio : 0.0034560680579556
Reciprocated Edge Ratio : 0.00688832958007683
Connected Components : 836
Single-Vertex Connected Components : 308
Maximum Vertices in a Connected Component : 5217
Maximum Edges in a Connected Component : 12138
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.848877
Graph Density : 0.000128639751779298
Modularity : 0.473852
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,661 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, 10 May 2021 at 09:37 UTC.

The requested start date was Monday, 10 May 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, 17-hour, 17-minute period from Thursday, 06 May 2021 at 19:12 UTC to Sunday, 09 May 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:
[437] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[235] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[147] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[146] https://www.pref.hiroshima.lg.jp/site/2019-ncov/pcr-20210311.html#a3
[132] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[128] https://www.pref.hiroshima.lg.jp/site/2019-ncov/pcr-20210506.html
[112] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html
[111] https://www.nytimes.com/2021/05/07/health/coronavirus-airborne-threat.html
[57] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[50] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html

Top URLs in Tweet in G1:
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/pregnancy.html
[1] https://twitter.com/tokiko_fpmama/status/1390856293942849542

Top URLs in Tweet in G2:
[92] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[12] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[10] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/forecasting-us.html
[3] https://bit.ly/3qAVLM0
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/hospitalizations-forecasts.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/forecasts-cases.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/JJUpdate.html

Top URLs in Tweet in G3:
[149] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[142] https://www.pref.hiroshima.lg.jp/site/2019-ncov/pcr-20210311.html#a3
[105] https://www.pref.hiroshima.lg.jp/site/2019-ncov/pcr-20210506.html
[105] https://www.nytimes.com/2021/05/07/health/coronavirus-airborne-threat.html
[29] https://www.pref.hiroshima.lg.jp/site/2019-ncov/ncov-qr.html
[29] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[12] https://www.pref.hiroshima.lg.jp/site/2019-ncov/pcr-202102.html
[12] https://www.pref.hiroshima.lg.jp/site/2019-ncov/covid19-support.html
[12] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[10] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-surveillance/variant-info.html

Top URLs in Tweet in G4:
[95] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[8] https://www.city.nerima.tokyo.jp/hokenfukushi/hoken/kansensho/2019-nCoV/vaccination_covid/wakuchin.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html
[1] https://covnavi.jp/category/faq_public/
[1] https://twitter.com/mph_for_doctors/status/1390862058753728513
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/pregnancy.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html

Top URLs in Tweet in G5:
[22] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[14] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[13] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html
[12] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[11] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/mesures/9-maig/
[9] https://www.emergenza24.org/epidemia-polmonite-coronavirus-2019-ncov/
[9] https://eautocheck.de
[8] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-surveillance/variant-info.html

Top URLs in Tweet in G6:
[119] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[6] https://www.pref.ibaraki.jp/1saigai/2019-ncov/ichiran.html
[3] https://www.pref.hiroshima.lg.jp/site/2019-ncov/
[3] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210506_shiryoteikyo_1.pdf
[2] https://www.pref.ibaraki.jp/1saigai/2019-ncov/210426_kaiken.html#kenminnominasama
[2] https://www.pref.ibaraki.jp/1saigai/2019-ncov/210503_kaiken.html
[2] https://news.yahoo.co.jp/articles/2d407f4ecabcbfefd099a9803052e73f20a28202
[2] https://www.pref.ibaraki.jp/1saigai/2019-ncov/hassei.html
[1] https://www3.nhk.or.jp/news/html/20210509/k10013020731000.html
[1] https://www3.nhk.or.jp/news/html/20210507/k10013017411000.html

Top URLs in Tweet in G7:
[130] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[16] https://www.pref.hiroshima.lg.jp/site/2019-ncov/pcr-20210506.html
[7] https://www.pref.hiroshima.lg.jp/site/2019-ncov/stop-infection-202105.html
[3] https://www.catapoke.com/viewer/?open=62b3f
[2] https://www.pref.hiroshima.lg.jp/site/2019-ncov/ncov-qr.html
[1] https://hiroshima-pcr.jp/
[1] https://www.pref.hiroshima.lg.jp/site/2019-ncov/pcr-2021spring.html
[1] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#m12
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[1] https://www.nytimes.com/2021/05/07/health/coronavirus-airborne-threat.html

Top URLs in Tweet in G8:
[161] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html

Top URLs in Tweet in G9:
[2] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/downloads/community/schools-childcare/K-12-Operational-Strategy-2021-2-12.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[1] https://rechtenadvies.blogspot.com/2020/03/coronavirus-2019-ncov-verspreiding-en.html
[1] https://rechtenadvies.blogspot.com/2020/03/coronavirus-2020-paniek-is-nooit.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html?fbclid=IwAR34r6NP7zZd5KpX_RY9VhPDs0OOH_3Mw8a-ipr77q53qcCd9Ag4MsTHioM
[1] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[1] https://www.pref.hiroshima.lg.jp/site/2019-ncov/pcr-20210506.html

Top URLs in Tweet in G10:
[8] https://www.mja.com.au/journal/2021/first-known-chadox1-ncov-19-vaccine-induced-thrombotic-thrombocytopenia-australia
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/burden.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/commercial-lab-surveys.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1464] cdc.gov
[671] lg.jp
[175] ibaraki.jp
[116] gob.es
[111] nytimes.com
[110] recombinomics.co
[66] nextstrain.org
[65] twitter.com
[51] who.int
[32] gencat.cat

Top Domains in Tweet in G1:
[1] cdc.gov
[1] twitter.com

Top Domains in Tweet in G2:
[178] cdc.gov
[11] twitter.com
[6] bit.ly
[6] who.int
[2] oak-park.us
[2] bvsalud.org
[1] gov.au
[1] gov.uk
[1] gov.sa

Top Domains in Tweet in G3:
[311] lg.jp
[204] cdc.gov
[105] nytimes.com
[12] ibaraki.jp
[7] twitter.com
[4] google.com
[3] nature.com
[3] elsevierhealth.com
[2] hbol.jp
[2] blogos.com

Top Domains in Tweet in G4:
[98] cdc.gov
[8] tokyo.jp
[1] covnavi.jp
[1] twitter.com

Top Domains in Tweet in G5:
[198] cdc.gov
[27] lg.jp
[19] ibaraki.jp
[18] eautocheck.de
[13] gencat.cat
[11] twitter.com
[10] go.jp
[9] gob.es
[9] emergenza24.org
[6] go.kr

Top Domains in Tweet in G6:
[135] ibaraki.jp
[4] lg.jp
[4] co.jp
[3] or.jp

Top Domains in Tweet in G7:
[157] lg.jp
[3] catapoke.com
[1] hiroshima-pcr.jp
[1] cdc.gov
[1] nytimes.com

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

Top Domains in Tweet in G9:
[6] cdc.gov
[2] blogspot.com
[2] lg.jp

Top Domains in Tweet in G10:
[8] com.au
[6] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[738] covid19
[376] 新型コロナウイルス
[98] sarscov2
[78] vaccine
[72] us
[71] aerosol
[44] aerosols
[37] vacunación
[37] covid_19
[31] coronavirus



Top Hashtags in Tweet in G2:
[283] covid19
[71] sarscov2
[71] aerosol
[70] vaccine
[10] vaccineswork
[9] airborne
[7] wearamask
[7] cdc
[4] sleeveup
[4] covidisairborne

Top Hashtags in Tweet in G3:
[1] 新型コロナウイルスの存在の証明
[1] 新型コロナウイルス

Top Hashtags in Tweet in G5:
[35] covid19
[15] coronavirus
[9] 新型コロナウイルス
[9] 茨城県
[9] epidemia
[9] polmonite
[9] fwn
[9] freeworldnews
[9] today
[6] covid

Top Hashtags in Tweet in G6:
[365] 新型コロナウイルス
[5] 守谷市新型コロナウイルス関連情報
[5] 茨城県
[5] 守谷市
[1] いばらきアマビエちゃん
[1] 龍ケ崎
[1] 龍ケ崎市コロナ対策

Top Hashtags in Tweet in G7:
[3] 広島県
[3] 新型コロナ
[3] 再拡大防止
[1] 岡山県
[1] 笠岡

Top Hashtags in Tweet in G8:
[1] coronavirus
[1] wuhan
[1] china

Top Hashtags in Tweet in G9:
[29] covid19
[2] covidisairborne

Top Hashtags in Tweet in G10:
[55] covid19
[54] us
[8] freeaccess
[8] preprint
[1] covid
[1] medtwit

Top Words
Top Words in Tweet in Entire Graph:
[2073] 最近至るところで
[2073] ワクチンを打つと不妊になる
[2073] という話を聞きます
[2073] デマです
[2073] cdcも
[2073] 新型コロナワクチンを含めて今までに不妊の原因になると証明されたワクチンはない
[2073] と明言しています
[2073] 常識的に
[2072] mph_for_doctors
[2072] ワクチンの成分は生殖器に届かない

Top Words in Tweet in G1:
[1973] 最近至るところで
[1973] ワクチンを打つと不妊になる
[1973] という話を聞きます
[1973] デマです
[1973] cdcも
[1973] 新型コロナワクチンを含めて今までに不妊の原因になると証明されたワクチンはない
[1973] と明言しています
[1973] 常識的に
[1972] mph_for_doctors
[1972] ワクチンの成分は生殖器に届かない

Top Words in Tweet in G2:
[376] cdcgov
[282] #covid19
[168] covid
[161] 19
[133] transmission
[126] people
[116] cdc
[107] getting
[86] brief
[84] scientific

Top Words in Tweet in G3:
[264] cdc
[157] sars
[157] cov
[156] aoihana1213
[155] kenmomd
[145] transmission
[142] gt
[142] 広島の大規模なpcr検査では症状がない人の陽性率は1
[142] は下手な空港検疫より高い陽性率なんですけどまだ未公開情報
[142] pcr検査の集中実施

Top Words in Tweet in G4:
[341] cdc
[319] 医者が情報を届けられる範囲というのは限られています
[319] ワクチンで不妊になるかもしれない
[319] と誰かが話していたら
[319] それデマだよ
[319] とはっきり言うことも大事だと思います
[319] こびナビやcdcなどの情報を教えてあげて下さい
[318] kosuke_yasukawa
[91] minesoh
[87] mph_for_doctors

Top Words in Tweet in G5:
[120] 19
[118] covid
[70] cdc
[60] ncov
[39] vaccine
[39] vaccines
[35] #covid19
[35] more
[29] vaccinated
[27] 2019

Top Words in Tweet in G6:
[365] #新型コロナウイルス
[365] 感染症情報
[365] 本日の新規陽性者数
[365] 本日の退院等回復者数
[365] 現在の入院者数
[365] うち重症者数
[364] ibaraki_kouhou
[355] 14人
[263] また
[251] 県衛生研究所等で変異株のpcr検査を行ったところ

Top Words in Tweet in G7:
[248] hiroshima_pref
[135] 本日
[128] の広島県内の感染状況
[128] 本日の感染者はコチラ
[128] information
[128] multiple
[128] languages
[128] covid
[128] 19
[100] 広島市

Top Words in Tweet in G8:
[161] mediclubman
[161] とうとうcdcが感染のメイン経路を空気感染にしましたね
[161] ようやくか
[10] human
[5] preliminary
[5] investigations
[5] conducted
[5] chinese
[5] authorities
[5] found

Top Words in Tweet in G9:
[126] drericding
[100] virus
[99] airborne
[97] disease
[96] centers
[96] control
[96] prevention
[96] states
[96] explicitly
[96] large

Top Words in Tweet in G10:
[98] received
[67] 19
[66] vaccine
[57] cdc
[55] #covid19
[55] already
[54] foogatwo
[54] #us
[54] admits
[54] transmission

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2073] 最近至るところで,ワクチンを打つと不妊になる
[2073] ワクチンを打つと不妊になる,という話を聞きます
[2073] という話を聞きます,デマです
[2073] デマです,cdcも
[2073] cdcも,新型コロナワクチンを含めて今までに不妊の原因になると証明されたワクチンはない
[2073] 新型コロナワクチンを含めて今までに不妊の原因になると証明されたワクチンはない,と明言しています
[2073] と明言しています,常識的に
[2072] mph_for_doctors,最近至るところで
[2072] 常識的に,ワクチンの成分は生殖器に届かない
[640] covid,19

Top Word Pairs in Tweet in G1:
[1973] 最近至るところで,ワクチンを打つと不妊になる
[1973] ワクチンを打つと不妊になる,という話を聞きます
[1973] という話を聞きます,デマです
[1973] デマです,cdcも
[1973] cdcも,新型コロナワクチンを含めて今までに不妊の原因になると証明されたワクチンはない
[1973] 新型コロナワクチンを含めて今までに不妊の原因になると証明されたワクチンはない,と明言しています
[1973] と明言しています,常識的に
[1972] mph_for_doctors,最近至るところで
[1972] 常識的に,ワクチンの成分は生殖器に届かない

Top Word Pairs in Tweet in G2:
[160] covid,19
[83] scientific,brief
[72] risk,getting
[71] people,disabilities
[70] higher,risk
[70] cdcgov,finalmente
[70] finalmente,riconosce
[70] riconosce,trasmissione
[70] trasmissione,#sarscov2
[70] #sarscov2,avviene

Top Word Pairs in Tweet in G3:
[157] sars,cov
[142] gt,広島の大規模なpcr検査では症状がない人の陽性率は1
[142] 広島の大規模なpcr検査では症状がない人の陽性率は1,は下手な空港検疫より高い陽性率なんですけどまだ未公開情報
[142] は下手な空港検疫より高い陽性率なんですけどまだ未公開情報,pcr検査の集中実施
[142] pcr検査の集中実施,トライアルの振り返り
[142] トライアルの振り返り,掲載日2021年3月11日
[141] kenmomd,gt
[141] 掲載日2021年3月11日,広島
[105] aoihana1213,広島県
[105] 広島市,福山市

Top Word Pairs in Tweet in G4:
[319] 医者が情報を届けられる範囲というのは限られています,ワクチンで不妊になるかもしれない
[319] ワクチンで不妊になるかもしれない,と誰かが話していたら
[319] と誰かが話していたら,それデマだよ
[319] それデマだよ,とはっきり言うことも大事だと思います
[319] とはっきり言うことも大事だと思います,こびナビやcdcなどの情報を教えてあげて下さい
[319] こびナビやcdcなどの情報を教えてあげて下さい,cdc
[318] kosuke_yasukawa,医者が情報を届けられる範囲というのは限られています
[87] mph_for_doctors,最近至るところで
[87] 最近至るところで,ワクチンを打つと不妊になる
[87] ワクチンを打つと不妊になる,という話を聞きます

Top Word Pairs in Tweet in G5:
[103] covid,19
[22] 2019,ncov
[21] learn,more
[16] 19,vaccines
[16] fully,vaccinated
[15] 19,vaccine
[12] sars,cov
[10] noves,mesures
[10] 2021,05
[9] mesures,contenció

Top Word Pairs in Tweet in G6:
[365] #新型コロナウイルス,感染症情報
[361] ibaraki_kouhou,#新型コロナウイルス
[355] うち重症者数,14人
[251] 14人,また
[251] また,県衛生研究所等で変異株のpcr検査を行ったところ
[249] 県衛生研究所等で変異株のpcr検査を行ったところ,n501yの変異がある
[141] 感染症情報,5月8日
[141] 5月8日,本日の新規陽性者数
[141] 本日の新規陽性者数,67人
[141] 67人,本日の退院等回復者数

Top Word Pairs in Tweet in G7:
[128] 本日,の広島県内の感染状況
[128] の広島県内の感染状況,本日の感染者はコチラ
[128] information,multiple
[128] multiple,languages
[128] languages,covid
[128] covid,19
[125] hiroshima_pref,本日
[97] 本日の感染者はコチラ,information
[84] コロナ拡大防止集中対策,広島市
[84] 広島市,福山市を中心に感染拡大が続いており

Top Word Pairs in Tweet in G8:
[161] とうとうcdcが感染のメイン経路を空気感染にしましたね,ようやくか
[160] mediclubman,とうとうcdcが感染のメイン経路を空気感染にしましたね
[5] preliminary,investigations
[5] investigations,conducted
[5] conducted,chinese
[5] chinese,authorities
[5] authorities,found
[5] found,clear
[5] clear,evidence
[5] evidence,human

Top Word Pairs in Tweet in G9:
[99] airborne,virus
[96] centers,disease
[96] disease,control
[96] control,prevention
[96] prevention,states
[96] states,explicitly
[96] explicitly,large
[96] large,bold
[96] bold,lettering
[96] lettering,airborne

Top Word Pairs in Tweet in G10:
[66] 19,vaccine
[54] #us,#covid19
[54] #covid19,cdc
[54] cdc,admits
[54] admits,transmission
[54] transmission,occurs
[54] occurs,aerosols
[54] aerosols,already
[54] already,knew
[54] knew,gaslights

Top Replied-To
Top Replied-To in Entire Graph:
@cdcgov
@butacco
@z_mutoh
@legasalvini
@matthewbennett
@byuoritter
@catjova
@speechboy71
@gideon_r
@andersjonita

Top Replied-To in G2:
@cdcgov
@legasalvini
@irfandhalla
@libero_official
@opus135
@uscpsc
@jesuis0001
@beansprouts_mom
@azmelmed
@iamgoingtosleep

Top Replied-To in G3:
@kenmomd
@hanayuu
@aoihana1213

Top Replied-To in G4:
@hakukyoto

Top Replied-To in G5:
@byuoritter

Top Replied-To in G9:
@khairykj

Top Replied-To in G10:
@iamoderate
@mslisasays
@foogatwo
@okayshane_

Top Mentioned
Top Mentioned in Entire Graph:
@mph_for_doctors
@cdcgov
@ibaraki_kouhou
@kosuke_yasukawa
@hiroshima_pref
@aoihana1213
@mediclubman
@kenmomd
@miakiza20100906
@drericding

Top Mentioned in G1:
@mph_for_doctors

Top Mentioned in G2:
@cdcgov
@linseymarr
@cartabellotta
@trishgreenhalgh
@who
@njbbari3
@johnjohnstoned
@youarelobbylud
@mdholte
@dfisman

Top Mentioned in G3:
@aoihana1213
@kenmomd
@miakiza20100906
@mannie_ub
@influenzer3
@asadoriq
@airbornekanki
@gaitifuji
@uwemon
@keyaki1117

Top Mentioned in G4:
@kosuke_yasukawa
@minesoh
@mph_for_doctors
@aritayoshifu
@mikito_777
@influenzer3
@adultspotdiffer
@tsudtaku
@hakukyoto
@fizz_di

Top Mentioned in G5:
@jasimahamed1
@whitesasuke
@goldismoney1
@arthurzork
@olivenews

Top Mentioned in G6:
@ibaraki_kouhou
@tsukubais
@maxspeed1000km
@covid_19_covid
@moriya_citypro
@blurmyu
@chikusei_city
@ryugasaki_city
@kenmomd

Top Mentioned in G7:
@hiroshima_pref
@aoihana1213
@kurecity904
@asadoriq
@mph_for_doctors
@miakiza20100906
@in_to_free_

Top Mentioned in G8:
@mediclubman
@tammyali12
@who
@mph_for_doctors

Top Mentioned in G9:
@drericding
@mercedes_bouter
@hiroshima_pref
@aoihana1213
@thinkofthehuma1
@khairykj

Top Mentioned in G10:
@foogatwo
@drcraigwax
@themja
@mja_editor
@fifthgen70
@kaaracalma
@levbernstein
@iamtheactualet
@jhaskinscabrera
@lizpasko1

Top Tweeters
Top Tweeters in Entire Graph:
@t_hisashi
@ja8yum
@simanekomama
@sectest9
@m_m1941
@paoloigna1
@amr_shin
@myfavoritescene
@ecodaren
@kittenish823

Top Tweeters in G1:
@m_m1941
@ffkiku3
@miso_nicomi
@junklife1km
@iqmathieu
@cravis01
@funky450
@satosuguru
@sousai_h
@mizuki_tbss

Top Tweeters in G2:
@paoloigna1
@kat4obama
@joannecangal
@wildwillow65
@wadakashiho
@loyalfan1
@rebellegrrl
@miti_vigliero
@canisgallicus
@utzaake

Top Tweeters in G3:
@ja8yum
@simanekomama
@amr_shin
@myfavoritescene
@kittenish823
@kzooooo
@serioustom1
@hanayuu
@sosorasora3
@citrus_kyoto

Top Tweeters in G4:
@as_sakimori
@monocat33
@sino_p928
@yumes16
@fussoo_moe
@suika_sheep
@opinel432
@otakutokkai
@sake_hitsuji
@narumi_satoru

Top Tweeters in G5:
@toicitiesnews
@ttachibana0720
@keinishikawa3
@golos_ukraine
@sharjah24
@haolethai
@matchamacchiato
@asarida
@leepvogel
@jp_kenchan_dayo

Top Tweeters in G6:
@westinghouse565
@ifmari
@noel_hasui
@kammyryvius
@shirayukihime_p
@sgr_kn
@dummyxtweet
@tsaka1
@contaxndigital
@yamano__88

Top Tweeters in G7:
@onpunokizahashi
@minami_aoyama
@sakiku_bpts
@turututukotokot
@tohkichiro
@takag7reboot11
@kawamomi53
@jungjung13
@colorful_band
@tiki_pun

Top Tweeters in G8:
@t_hisashi
@pixynobu
@liamisak_
@loulan_777
@gregorywagiro
@kokikokiya
@paravola
@tybico
@kym0vg
@sophy201508

Top Tweeters in G9:
@b1e56df9ce6549f
@katcapps
@kilsally
@waweru
@thouautumn
@southerngemgal
@kw1979
@mamurphymaureen
@tanis42
@josephjett

Top Tweeters in G10:
@relisys222
@realmajordan
@havenaar64
@zigmanfreud
@possdoug
@jgzgurl24
@rigmatthew
@justinalpertesq
@usafreedom76
@voicemainstreet