mRNA, Twitter, 9/11/2021 8:30:14 AM, 261678
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mRNA_2021-09-10_23-22-23.xlsx
mRNA_2021-09-10_23-22-23.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
September 11, 2021
Short Description:
mRNA via NodeXL https://bit.ly/3ns3gGL
@processic
@elitexxi
@8pisit_
@rwmalonemd
@earl_covid19_tw
@moderna_tx
@corona_ssyt
@dkthomp
@cdcgov
@liveegg05

Top hashtags:
#mrna
#covid19
#yahooニュース
#vaccinemandate
#dictatorbiden
#drgina
#เพื่อไทย
#ประยุทธ์
#โควิด
#โควิด19

Description:
Description
The graph represents a network of 20,142 Twitter users whose recent tweets contained "mRNA", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 11 September 2021 at 07:42 UTC.

The tweets in the network were tweeted over the 8-hour, 15-minute period from Friday, 10 September 2021 at 22:06 UTC to Saturday, 11 September 2021 at 06:22 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 : 20142
Unique Edges : 21737
Edges With Duplicates : 3359
Total Edges : 25096
Number of Edge Types : 5
Retweet : 14340
Replies to : 2991
Mentions : 4424
Tweet : 2224
MentionsInRetweet : 1117
Self-Loops : 2275
Reciprocated Vertex Pair Ratio : 0.00825857895486259
Reciprocated Edge Ratio : 0.0163818669679424
Connected Components : 2207
Single-Vertex Connected Components : 824
Maximum Vertices in a Connected Component : 7019
Maximum Edges in a Connected Component : 9610
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 5.634773
Graph Density : 5.23639293235889E-05
Modularity : 0.818994
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 20,142 Twitter users whose recent tweets contained "mRNA", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 11 September 2021 at 07:42 UTC.

The tweets in the network were tweeted over the 8-hour, 15-minute period from Friday, 10 September 2021 at 22:06 UTC to Saturday, 11 September 2021 at 06:22 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 : TwitterSearch
Graph Term : mRNA
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:
[1695] https://twitter.com/tpchannel10/status/1436163846201176070
[1325] https://twitter.com/SeanJon77094554/status/1435203489206923267
[812] https://twitter.com/moderna_tx/status/1435978825377136641
[326] https://twitter.com/elecom42/status/1434884548152610820
[284] https://news.yahoo.co.jp/articles/52831e7dfd7e843177b838e007e8b1428fa22c3e
[221] https://www.newscientist.com/article/2289334-mrna-cancer-therapy-now-in-human-trials-after-shrinking-mouse-tumours/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1631249373
[193] https://www.telegraph.co.uk/news/2021/09/09/teenage-boys-risk-vaccines-covid/
[184] https://forbesjapan.com/articles/detail/43274
[154] https://www.medrxiv.org/content/10.1101/2021.08.30.21262866v1
[127] https://jarmlive.com/view/145023?p

Top URLs in Tweet in G1:
[18] https://www.cdc.gov/mmwr/volumes/70/wr/mm7027e2.htm

Top URLs in Tweet in G2:
[1454] https://twitter.com/tpchannel10/status/1436163846201176070
[2] https://twitter.com/107ofsheep/status/1393859348066041858
[1] https://thestandard.co/worried-or-not-mrna-vaccine-side-effects/
[1] https://www.cdc.gov/mmwr/volumes/70/wr/mm7027e2.htm

Top URLs in Tweet in G3:
[1316] https://twitter.com/SeanJon77094554/status/1435203489206923267
[193] https://twitter.com/tpchannel10/status/1436163846201176070
[4] https://twitter.com/seanjon77094554/status/1435203489206923267
[1] https://www.cdc.gov/mmwr/volumes/70/wr/mm7027e2.htm

Top URLs in Tweet in G4:
[121] https://news.yahoo.co.jp/articles/52831e7dfd7e843177b838e007e8b1428fa22c3e
[44] https://forbesjapan.com/articles/detail/43274
[8] https://twitter.com/newscientist/status/1436243745922486272
[8] https://www.fiverr.com/archteriorbd/house-exterior-design-exterior-rendering
[6] https://www.jpost.com/health-and-wellness/israeli-experts-analyze-if-mrna-covid-vaccines-be-dangerous-in-long-term-678171
[6] https://www.medrxiv.org/content/10.1101/2021.08.30.21262866v1
[6] http://blog.nihon-syakai.net/blog/2021/06/12371.html?g=131207
[5] https://news.yahoo.co.jp/articles/c07a234fba01de20beff18842f2be67dcdd55265
[4] http://blog.sizen-kankyo.com/blog/2021/06/5227.html?g=123204
[4] http://blog.sizen-kankyo.com/blog/2021/06/5203.html?g=123204

Top URLs in Tweet in G5:
[445] https://twitter.com/moderna_tx/status/1435978825377136641
[57] https://pediatric-allergy.com/2021/09/11/spontaneous-abortion/
[30] https://twitter.com/Novavax/status/1423376558509674496
[24] https://twitter.com/CDP2017/status/1433759003180294148
[21] https://www.nejm.org/doi/full/10.1056/NEJMc2113891?cookieSet=1
[15] https://twitter.com/earl_covid19_tw/status/1436520616782303234
[11] https://pubmed.ncbi.nlm.nih.gov/34237049/
[9] https://twitter.com/TM_Quencher/status/1435202905376653312
[7] https://news.yahoo.co.jp/articles/52831e7dfd7e843177b838e007e8b1428fa22c3e
[6] https://news.yahoo.co.jp/articles/f1294ab7e896323fbd75231a705a5a7e83078b73

Top URLs in Tweet in G6:
[132] https://www.medrxiv.org/content/10.1101/2021.08.30.21262866v1
[60] https://pubmed.ncbi.nlm.nih.gov/34406358/
[39] https://twitter.com/You3_JP/status/1435977041434664963
[37] https://www.medrxiv.org/content/10.1101/2021.04.20.21255677v2
[37] https://twitter.com/j_sato/status/1431209313154973701
[37] https://twitter.com/takenitta/status/1436265043331407878
[32] https://twitter.com/20170211febhei/status/1434822873038741513
[18] https://phgkb.cdc.gov/PHGKB/coVInfoStartPage.action
[17] https://news.yahoo.co.jp/articles/52831e7dfd7e843177b838e007e8b1428fa22c3e
[16] https://forbesjapan.com/articles/detail/43274

Top URLs in Tweet in G7:
[15] https://twitter.com/rwmalonemd/status/1411784394923134976
[10] https://twitter.com/Robt_Gibbs/status/1436133896001769472
[9] https://covid19.mcmaster.ca/covid-19-vaccine-pop-up-clinic-on-campus/
[7] https://www.fda.gov/media/151710/download
[5] https://twitter.com/mattoswaltva/status/1436368645840523272
[3] https://www.indiatoday.in/amp/science/story/covid-19-mrna-vaccine-gennova-biopharmaceuticals-vaccination-1844728-2021-08-24
[3] https://www.facebook.com/cnn/videos/third-dose-of-mrna-covid-19-vaccine-may-just-be-part-of-full-vaccine-regimen-fau/391201669377765/
[3] https://rumble.com/vm30bh-were-being-set-up-for-escape-mutant-virus.html
[3] https://twitter.com/arthurverboon/status/1436230038253363200
[3] https://twitter.com/mucadele_plndm/status/1436390908820328465

Top URLs in Tweet in G8:
[202] https://www.newscientist.com/article/2289334-mrna-cancer-therapy-now-in-human-trials-after-shrinking-mouse-tumours/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1631249373
[63] https://twitter.com/newscientist/status/1436243745922486272
[32] https://www.independent.co.uk/news/science/mrna-cancer-therapy-human-trials-tumours-b1917739.html
[24] https://www.newscientist.com/article/2289334-mrna-cancer-therapy-now-in-human-trials-after-shrinking-mouse-tumours/?utm_medium=social&utm_campaign=echobox&utm_source=Twitter#Echobox=1631188847
[4] https://www.newscientist.com/article/2289334-mrna-cancer-therapy-now-in-human-trials-after-shrinking-mouse-tumours/?utm_medium=social&utm_campaign=echobox&utm_source=Twitter#Echobox=1631176064
[4] https://twitter.com/moderna_tx/status/1435978825377136641
[2] https://www.sciencedirect.com/science/article/pii/S0960982215006065
[1] https://www.newscientist.com/article/2289334-mrna-cancer-therapy-now-in-human-trials-after-shrinking-mouse-tumours/
[1] https://www.newscientist.com/article/2289334-mrna-cancer-therapy-now-in-human-trials-after-shrinking-mouse-tumours/amp/?__twitter_impression=true

Top URLs in Tweet in G9:
[36] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html
[23] https://www.cdc.gov/mmwr/volumes/70/wr/mm7037e3.htm?s_cid=mm7037e3_w
[16] https://www.fiercebiotech.com/research/biontech-reports-promising-data-mrna-cocktail-mouse-models-colon-cancer-and-melanoma
[16] https://www.science.org/doi/10.1126/scitranslmed.abc7804?cookieSet=1
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-02449-y
[3] https://www.nj.com/coronavirus/2021/07/49-people-who-were-fully-vaccinated-have-died-of-covid-in-nj-heres-what-we-know.html
[2] https://twitter.com/threadreaderapp/status/1382885066733449219
[2] http://www.nj.com/
[2] https://www.youtube.com/watch?v=J7jSox6aNHE&feature=youtu.be

[2] https://www.cdc.gov/media/releases/2021/p0607-mrna-reduce-risks.html

Top URLs in Tweet in G10:
[35] https://twitter.com/moderna_tx/status/1435978825377136641
[14] https://msfaccess.org/4-reasons-why-pfizer-biontech-and-moderna-must-share-covid-19-mrna-vaccine-technology-now
[12] https://www.lescienze.it/news/2021/09/10/news/covid-19_vaccini_dna_plasmidi_india_elettroporazione_prospettive_tumori-4963294/
[8] https://msfaccess.org/sharethetech
[5] https://www.newscientist.com/article/2289334-mrna-cancer-therapy-now-in-human-trials-after-shrinking-mouse-tumours/
[4] https://www.science.org/toc/stm/13/610?cookieSet=1
[3] https://msfaccess.org/following-full-fda-approval-pfizer-and-biontech-must-urgently-share-covid-19-vaccine-know-how
[3] https://opensea.io/assets/0x495f947276749ce646f68ac8c248420045cb7b5e/9939884705670859858527434909497355006175364882543924337664136515853599375361
[3] https://www.theguardian.com/world/2021/sep/10/scientists-egos-key-barrier-to-progress-covid-vaccine-pioneer-katalin-kariko
[2] https://www.forbes.com/sites/nathanvardi/2021/08/17/covids-forgotten-hero-the-untold-story-of-the-scientist-whose-breakthrough-made-the-vaccines-possible/

Top Domains
Top Domains in Tweet in Entire Graph:
[5322] twitter.com
[380] co.jp
[316] co.uk
[284] newscientist.com
[253] forbesjapan.com
[199] medrxiv.org
[141] cdc.gov
[140] rui.jp
[127] jarmlive.com
[95] youtube.com

Top Domains in Tweet in G1:
[18] cdc.gov

Top Domains in Tweet in G2:
[1456] twitter.com
[1] thestandard.co
[1] cdc.gov

Top Domains in Tweet in G3:
[1513] twitter.com
[1] cdc.gov

Top Domains in Tweet in G4:
[142] co.jp
[142] twitter.com
[48] forbesjapan.com
[47] rui.jp
[32] sizen-kankyo.com
[15] nihon-syakai.net
[11] youtube.com
[8] fiverr.com
[6] wordpress.com
[6] jpost.com

Top Domains in Tweet in G5:
[547] twitter.com
[57] pediatric-allergy.com
[25] nejm.org
[22] co.jp
[11] jamanetwork.com
[11] nih.gov
[5] reuters.com
[4] businessinsider.com
[3] abema.tv
[2] note.com

Top Domains in Tweet in G6:
[197] twitter.com
[169] medrxiv.org
[60] nih.gov
[29] co.jp
[20] rui.jp
[18] cdc.gov
[16] forbesjapan.com
[16] note.com
[16] youtube.com
[12] seesaawiki.jp

Top Domains in Tweet in G7:
[50] twitter.com
[10] fda.gov
[9] mcmaster.ca
[3] indiatoday.in
[3] facebook.com
[3] rumble.com
[2] elsevierhealth.com
[2] osf.io
[2] nih.gov
[2] wsj.com

Top Domains in Tweet in G8:
[232] newscientist.com
[67] twitter.com
[32] co.uk
[2] sciencedirect.com

Top Domains in Tweet in G9:
[64] cdc.gov
[16] fiercebiotech.com
[16] science.org
[6] nature.com
[5] nj.com
[4] twitter.com
[2] reuters.com
[2] youtube.com
[2] thecovidblog.com
[1] speakingofresearch.com

Top Domains in Tweet in G10:
[37] twitter.com
[27] msfaccess.org
[12] lescienze.it
[8] science.org
[7] newscientist.com
[3] forbes.com
[3] opensea.io
[3] theguardian.com
[2] pennmedicine.org
[2] cell.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[586] mrna
[215] covid19
[184] yahooニュース
[154] vaccinemandate
[151] dictatorbiden
[150] drgina
[127] เพื่อไทย
[127] ประยุทธ์
[127] โควิด
[107] โควิด19



Top Hashtags in Tweet in G2:
[51] tpchannel
[51] วิทยุและโทรทัศน์รัฐสภา

Top Hashtags in Tweet in G4:
[87] yahooニュース
[48] mrna
[14] covid19
[9] ワクチン
[8] covid
[8] realisticrendering
[8] architecture
[8] exteriordesign
[8] epicgames
[8] houseexterior

Top Hashtags in Tweet in G5:
[7] mrna
[3] yahooニュース
[1] vaxfact
[1] covid19

Top Hashtags in Tweet in G6:
[14] note
[2] 国民の5割
[2] yahooニュース
[2] wakeup
[2] mrna
[1] 反ワクチン

Top Hashtags in Tweet in G7:
[53] heryermaltepeheryerdirenis
[13] heryermaltepeheryerdireniş
[12] mrna
[9] hamont
[4] sarscov2
[2] saudi
[2] cnbc
[2] news
[1] novavax
[1] covid19

Top Hashtags in Tweet in G8:
[1] mrna

Top Hashtags in Tweet in G9:
[63] covid19
[36] vaxfact
[23] deltavariant
[17] biontech
[17] mrna
[4] vaccinated
[3] fully
[3] covid
[3] drfauci
[3] joebiden

Top Hashtags in Tweet in G10:
[230] mrna
[26] vaccineequity
[25] sharethetech
[22] covid19
[15] covid_19
[12] novax
[12] changenotcharity
[8] vaccine
[5] vacunas
[5] pfizer

Top Words
Top Words in Tweet in Entire Graph:
[13487] mrna
[8667] คซ
[7547] ง
[7456] งๆ
[5977] ก
[5814] า
[5669] ม
[5548] ท
[5209] บอกให
[5132] ดก

Top Words in Tweet in G1:
[6914] คซ
[6882] ง
[6852] งๆ
[3490] ม
[3477] ก
[3466] mrna
[3456] ท
[3450] แต
[3450] ย
[3445] เก

Top Words in Tweet in G2:
[1637] mrna
[1616] น
[1601] ร
[1573] ก
[1560] บอกให
[1550] ามเน
[1550] อห
[1548] วใจอ
[1524] ว
[1506] กเสบ

Top Words in Tweet in G3:
[2630] ยค
[2630] ดๆไปก
[2630] ณพ
[1562] ม
[1539] ดก
[1468] เห
[1446] ฉ
[1441] ท
[1440] า
[1440] แล

Top Words in Tweet in G4:
[401] mrna
[171] 口内に噴霧
[170] の非mrna型予防薬
[168] 商品化へ
[165] すべての新型コロナ変異株に対応
[127] forbes
[126] japan
[99] vaccine
[94] covid
[87] #yahooニュース

Top Words in Tweet in G5:
[459] rsウイルス
[445] モデルナ社がインフルエンザ
[445] 新型コロナウイルスの混合mrnaワクチンの基礎データ公開
[445] 抗体価がしっかり上がっています
[445] 特にこれまで開発が遅れていた待望のrsウイルスワクチンが完成する可能性が出てきたのは小児領域では朗報ですね
[75] nejm
[65] pmid
[57] 妊娠中に新型コロナへにかかると
[57] 妊婦さん
[57] その子どもさんにとって大きなリスクになります

Top Words in Tweet in G6:
[124] 16
[104] 逆血確認の相談を
[102] プレプリント論文です
[102] 健康な12才
[102] 15才男子では
[102] mrnaワクチンによる心臓関連副作用が
[102] コロナウイルスで入院するより3
[102] 1倍頻度が高い
[102] 17才では2
[102] 5倍高い

Top Words in Tweet in G7:
[605] mrna
[305] vaccines
[230] rna
[188] rwmalonemd
[176] virus
[119] argument
[118] find
[116] really
[116] therefore
[116] nuance

Top Words in Tweet in G8:
[469] mrna
[340] cancer
[334] therapy
[330] trials
[329] human
[263] shrinking
[263] mouse
[263] tumours
[213] dna
[212] lesson

Top Words in Tweet in G9:
[251] mrna
[173] vaccines
[144] vaccine
[126] covid
[99] 19
[82] work
[73] more
[72] potus
[63] #covid19
[61] help

Top Words in Tweet in G10:
[612] booster
[234] vaccine
[230] #mrna
[218] covid
[214] 19
[210] clinical
[209] pre
[209] against
[208] shared
[207] data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3864] ส,วนว
[3864] วนว,คซ
[3817] ประส,ทธ
[3710] า,mrna
[3699] ก,ย
[3687] นจร,ง
[3687] ำกว,า
[3687] จากว,คซ
[3679] คซ,นเช
[3670] ง,ท

Top Word Pairs in Tweet in G1:
[3444] นจร,ง
[3444] ก,ย
[3444] จากว,คซ
[3428] ประส,ทธ
[3427] า,mrna
[3427] คซ,นเช
[3426] แต,az
[3426] az,เก
[3426] เก,ดล
[3426] ดล,มเล

Top Word Pairs in Tweet in G2:
[1550] ามเน,อห
[1548] อห,วใจอ
[1506] วใจอ,กเสบ
[1454] mrna,เส
[1454] ยงเก,ดกล
[1454] ดกล,ามเน
[1453] ก,ว
[1453] ว,าแล
[1453] าแล,วเม
[1453] วเม,อวานค

Top Word Pairs in Tweet in G3:
[1324] ต,งแต
[1317] งแต,แรก
[1316] อะไรก,ฉ
[1315] เน,ยค
[1315] ยค,ะ
[1315] ะ,ม
[1315] ม,นเลยต
[1315] นเลยต,ดก
[1315] ดก,นท
[1315] นท,งประเทศ

Top Word Pairs in Tweet in G4:
[170] 口内に噴霧,の非mrna型予防薬
[168] の非mrna型予防薬,商品化へ
[165] すべての新型コロナ変異株に対応,口内に噴霧
[126] 商品化へ,forbes
[126] forbes,japan
[78] japan,#yahooニュース
[44] covid,19
[40] mrna,vaccines
[29] mrna,vaccine
[22] 同一の抗原で繰り返し免疫化を行った場合,5回目から死亡する例が激増

Top Word Pairs in Tweet in G5:
[445] モデルナ社がインフルエンザ,rsウイルス
[445] rsウイルス,新型コロナウイルスの混合mrnaワクチンの基礎データ公開
[445] 新型コロナウイルスの混合mrnaワクチンの基礎データ公開,抗体価がしっかり上がっています
[445] 抗体価がしっかり上がっています,特にこれまで開発が遅れていた待望のrsウイルスワクチンが完成する可能性が出てきたのは小児領域では朗報ですね
[57] 妊娠中に新型コロナへにかかると,妊婦さん
[57] 妊婦さん,その子どもさんにとって大きなリスクになります
[57] その子どもさんにとって大きなリスクになります,最近
[57] 最近,nejm
[57] nejm,jamaに妊娠中のｍrnaを利用した新型コロナワクチンを接種したあとの自然流産のリスクを検討した研究結果が報告されました
[57] jamaに妊娠中のｍrnaを利用した新型コロナワクチンを接種したあとの自然流産のリスクを検討した研究結果が報告されました,nejmの研究結果を共有します

Top Word Pairs in Tweet in G6:
[102] プレプリント論文です,健康な12才
[102] 健康な12才,15才男子では
[102] 15才男子では,mrnaワクチンによる心臓関連副作用が
[102] mrnaワクチンによる心臓関連副作用が,コロナウイルスで入院するより3
[102] コロナウイルスで入院するより3,1倍頻度が高い
[102] 1倍頻度が高い,16
[102] 16,17才では2
[102] 17才では2,5倍高い
[102] 5倍高い,罹患率100
[102] 罹患率100,としても

Top Word Pairs in Tweet in G7:
[150] mrna,vaccines
[116] find,argument
[116] argument,mrna
[115] virus,rna
[113] personally,find
[113] vaccines,really
[113] really,vaccines
[113] academic,nuance
[112] vaccines,contrived
[112] contrived,naive

Top Word Pairs in Tweet in G8:
[329] human,trials
[325] therapy,human
[267] mrna,cancer
[264] cancer,therapy
[263] trials,shrinking
[263] shrinking,mouse
[263] mouse,tumours
[110] mrna,vaccines
[106] heres,quick
[106] quick,biochemistry

Top Word Pairs in Tweet in G9:
[97] covid,19
[59] mrna,#covid19
[59] #covid19,vaccines
[45] mrna,vaccines
[38] vaccines,work
[37] vaccines,still
[37] immune,response
[36] #vaxfact,mrna
[36] work,differently
[36] differently,types

Top Word Pairs in Tweet in G10:
[211] covid,19
[206] vaccine,covid
[205] different,respiratory
[205] respiratory,viruses
[204] today,shared
[204] shared,positive
[204] positive,pre
[204] pre,clinical
[204] clinical,data
[204] data,demonstrating

Top Replied-To
Top Replied-To in Entire Graph:
@rwmalonemd
@covnavi
@elitexxi
@seanjon77094554
@retopsnart
@newscientist
@roadtoserfdom3
@iina_kobe
@drfahrettinkoca
@derive_ip

Top Replied-To in G1:
@kpcyx

Top Replied-To in G2:
@elitexxi
@boontoek

Top Replied-To in G3:
@seanjon77094554
@8pisit_

Top Replied-To in G4:

Top Replied-To in G5:
@yumyumyummy29
@9ee69a624b454c2
@fatmama321
@ggy_oi
@kakikaki25r
@dancing_eel
@noriaki0522
@nsetn_
@tak53381102

Top Replied-To in G6:
@covnavi
@q1t5outbauhzygt
@tweetsoku1
@rkttas
@kenccha15601944
@whoareyoux
@hsk_study
@mye1yq8xgo7typf
@jiyujin_nagoya
@dctr_k

Top Replied-To in G7:
@rwmalonemd
@adamseconomics
@jtatama
@meretevondoe
@jpriami
@terrymorse
@sanchak74
@janedryden4
@conor64
@dps5400

Top Replied-To in G8:
@newscientist
@sethabramson
@codyjsalisbury
@mzunguoa
@headsthey
@goofy1148
@shane61680232
@kennyreads
@shimmy65525436

Top Replied-To in G9:
@potus
@freedomvirus0
@machkeznho
@cdcgov
@novavax
@marcbeech7
@friendoftheyeti
@mammag64
@mmpadellan
@kausinghavok

Top Replied-To in G10:
@moderna_tx
@hanifbhudra
@zakaryadjama
@markholiday17
@crystlis
@afox_perth
@cbrearley_gfx
@barnes_law
@plschmors
@threadreaderapp

Top Mentioned
Top Mentioned in Entire Graph:
@realamvoice
@rwmalonemd
@potus
@kkariko
@moderna_tx
@nature
@nobelprize
@nobelwomen
@zfrancia
@pfizer

Top Mentioned in G2:
@elitexxi
@thinderdarkzone

Top Mentioned in G4:

Top Mentioned in G5:
@mikito_777
@9ee69a624b454c2
@polaris_sky

Top Mentioned in G6:
@eireonaok
@masasomiya
@jiyujin_nagoya
@tweetsoku1
@j_sato
@covid19exp2021
@iina_kobe
@raisou999

Top Mentioned in G7:
@rwmalonemd
@cityofhamilton
@msu_mcmaster
@hanifah_1718
@dominatereality
@margare38425277
@johandelivera
@vprasadmdmph
@mattoswaltva
@terrymorse

Top Mentioned in G8:
@newscientist
@headsthey
@wisostyle
@urocklive1
@_mikeybobby_
@bobby_flayer
@hawksninja
@thereelrandom

Top Mentioned in G9:
@potus
@us_fda
@cdcmmwr
@joebiden
@ema_news
@cdcgov
@who
@noorchashm
@govkristinoem
@drtedros

Top Mentioned in G10:
@kkariko
@moderna_tx
@nobelprize
@nobelwomen
@zfrancia
@pfizer
@biontech_group
@aaas
@cdcgov

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@angelus_0923
@alerttrade
@threadreaderapp
@dichristine
@manchan_sub_acc
@kzooooo
@gambiste1
@matiere
@novembris92

Top Tweeters in G1:
@lovely_today
@nufgnawh
@pm2u_
@i_nanammmm
@millyblink
@ao_dew
@g1aucous
@qvxes_
@deuxk802
@imsleepyhead96

Top Tweeters in G2:
@novembris92
@wan_apipat
@plaiplaaibplaai
@kimbam411
@ffebruaryeight
@mirumiru_yhcm
@semarktuan
@wanctuary
@purplebunniie97
@fame_pe0810

Top Tweeters in G3:
@zeexcc
@wanlin_xx
@suhropod
@snailtinyb
@pcysakura
@nookkiemu19
@hh_teetyeh
@salinla18
@ymammyy
@millioneyes1

Top Tweeters in G4:
@alerttrade
@matiere
@newsfilterio
@fuba_recorder
@arg_aikawa_
@ibangel
@nationtv22
@aspiemum
@inky_mark
@fj_newman

Top Tweeters in G5:
@madfall1213
@ukyomaboroshi
@sakumariko
@noriesun
@nekokasiya
@takawata19
@nancy_moon_1789
@namunohi
@nozakitakehide
@sakabe_arato

Top Tweeters in G6:
@sumiremiya
@hakofuguf
@umenosuke_tani
@n_221
@jiangminjp
@tomo_hiko
@tanuki0223
@eikomo
@simejigohan
@paravola

Top Tweeters in G7:
@independent
@tyrelle123
@corona_ssyt
@hopeeternall
@pekdogaaan
@helenyates52
@msnbc
@ralphscenic
@mabukon
@trdisoprtr

Top Tweeters in G8:
@dichristine
@baarahk
@bannerite
@kenkircher1
@b1e56df9ce6549f
@astwisa
@79topper
@sylviaz1913
@jrbkjrbk
@kimpy123

Top Tweeters in G9:
@threadreaderapp
@inabster
@padakitty
@menabster
@wadakashiho
@walmart
@muntherantoun
@susan_borts
@hubbucket
@marypgkeating

Top Tweeters in G10:
@kak089
@viralvideovlogs
@hottakeharry
@elkehollings
@ecwpunk81
@caroljdavy
@1atsuhimerose2
@f_camel
@aubadge
@nshrubs


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