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"long covid" OR longcovid Twitter NodeXL SNA Map and Report for Friday, 30 July 2021 at 12:20 UTC (experimental version)
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From:
SMRFoundation
Uploaded on:
July 30, 2021
Short Description:
"long covid" OR longcovid via NodeXL https://bit.ly/3zQLpw7
@dr2nisreenalwan
@drericding
@bob_wachter
@erictopol
@celinegounder
@lematin
@sciencemagazine
@twitaco
@ygjumi
@dakota_150

Top hashtags:
#longcovid
#covid19
#mecfs
#covid19ab
#covid
#sicherebildung

Description:
Description
The graph represents a network of 18,409 Twitter users whose recent tweets contained ""long covid" OR longcovid", 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 Friday, 30 July 2021 at 14:16 UTC.

The tweets in the network were tweeted over the 22-hour, 58-minute period from Thursday, 29 July 2021 at 13:21 UTC to Friday, 30 July 2021 at 12:20 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 : 18409
Unique Edges : 26539
Edges With Duplicates : 6021
Total Edges : 32560
Number of Edge Types : 5
Replies to : 4676
Mentions : 6636
Retweet : 12301
MentionsInRetweet : 6652
Tweet : 2295
Self-Loops : 2390
Reciprocated Vertex Pair Ratio : 0.0166553876231296
Reciprocated Edge Ratio : 0.0327650604637402
Connected Components : 2109
Single-Vertex Connected Components : 753
Maximum Vertices in a Connected Component : 12769
Maximum Edges in a Connected Component : 26718
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.2444
Graph Density : 7.97968861904059E-05
Modularity : 0.740606
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 18,409 Twitter users whose recent tweets contained ""long covid" OR longcovid", 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 Friday, 30 July 2021 at 14:16 UTC.

The tweets in the network were tweeted over the 22-hour, 58-minute period from Thursday, 29 July 2021 at 13:21 UTC to Friday, 30 July 2021 at 12:20 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 : "long covid" OR longcovid
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[507] https://science.sciencemag.org/content/373/6554/491.full
[422] https://www.nejm.org/doi/full/10.1056/NEJMoa2109072?cookieSet=1
[361] https://twitter.com/maya_pan0203/status/1420731559259168774
[304] https://www.bmj.com/content/bmj/374/bmj.n1648.full.pdf
[179] https://twitter.com/LongCovidSOS/status/1420758619683840001
[167] https://www.nbcnews.com/health/health-news/long-covid-can-cause-memory-problems-does-it-raise-alzheimer-n1275396
[156] https://science.sciencemag.org/content/373/6554/491
[146] https://www.nejm.org/doi/full/10.1056/NEJMoa2109072?query=featured_home&cookieSet=1
[145] https://choice.npr.org/index.html?origin=https://www.npr.org/sections/health-shots/2021/07/28/1021888033/breakthrough-infections-may-cause-long-covid-symptoms-small-study-suggests
[119] https://twitter.com/NEJM/status/1420496788910391310

Top URLs in Tweet in G1:
[449] https://science.sciencemag.org/content/373/6554/491.full
[169] https://twitter.com/LongCovidSOS/status/1420758619683840001
[121] https://science.sciencemag.org/content/373/6554/491
[93] https://twitter.com/EricTopol/status/1420806046033928195
[79] https://blog.petrieflom.law.harvard.edu/2021/07/29/long-covid-chronic-illness/
[79] https://metro.co.uk/2021/07/28/what-causes-long-covid-dormant-viruses-may-play-a-part-scientists-15003483/?ito=article.desktop.share.top.twitter
[68] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900333-9%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[62] https://www.nejm.org/doi/full/10.1056/NEJMoa2109072?query=featured_home&cookieSet=1
[47] https://choice.npr.org/index.html?origin=https://www.npr.org/sections/health-shots/2021/07/28/1021888033/breakthrough-infections-may-cause-long-covid-symptoms-small-study-suggests
[41] https://twitter.com/a_straight_line/status/1420762788490891264

Top URLs in Tweet in G2:
[360] https://twitter.com/maya_pan0203/status/1420731559259168774
[65] https://www.nejm.org/doi/full/10.1056/NEJMoa2109072?query=featured_home&cookieSet=1
[25] https://bjo.bmj.com/content/early/2021/07/08/bjophthalmol-2021-319450
[8] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01935-7
[7] https://twitter.com/tyonarock/status/1420539067826012162
[5] https://twitter.com/maron64414914/status/1420735083997106178
[5] https://diamond.jp/articles/-/277447
[5] https://www.bmj.com/content/bmj/374/bmj.n1648.full.pdf
[5] https://twitter.com/hiroshi_tsuji/status/1420754514835959808
[4] https://www.nikkei.com/article/DGXZQOUE296LV0Z20C21A7000000/?n_cid=kobetsu

Top URLs in Tweet in G3:
[303] https://www.nejm.org/doi/full/10.1056/NEJMoa2109072?cookieSet=1
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900333-9%2Ffulltext&rc=0
[6] https://twitter.com/Daltmann10/status/1420732962514087943
[4] https://newrepublic.com/article/163036/long-covid-treatment-dead-ends
[4] https://newrepublic.com/article/163036/long-covid-treatment-dead-ends?utm_medium=Social&utm_campaign=EB_TNR&utm_source=Twitter#Echobox=1627360759
[3] https://newrepublic.com/article/163036/long-covid-treatment-dead-ends?utm_term=Autofeed&utm_campaign=EB_TNR&utm_medium=Social&utm_source=Twitter#Echobox=1627618639
[3] https://newrepublic.com/article/163036/long-covid-treatment-dead-ends?utm_term=Autofeed&utm_campaign=EB_TNR&utm_medium=Social&utm_source=Twitter#Echobox=1627533148
[3] https://twitter.com/_RL_W/status/1419706336636452868?s=20
[3] https://eu.usatoday.com/story/news/nation/2021/07/28/breakthrough-covid-19-infections-can-lead-long-term-symptoms-study/5399083001/
[3] https://twitter.com/virusesimmunity/status/1420533636760211462

Top URLs in Tweet in G4:
[51] https://twitter.com/1984reload/status/1420707203904942087
[50] https://www.merkur.de/leben/gesundheit/kanada-studie-kinder-long-covid-corona-university-of-calgary-symptome-langzeitfolgen-zyx-zr-90886041.html
[46] https://twitter.com/Westpol/status/1420714442510282755
[44] https://www.augsburger-allgemeine.de/60208286
[41] https://www.augsburger-allgemeine.de/bayern/Interview-Covid-Experte-Wendtner-warnt-Die-Kinder-sind-nicht-ausreichend-geschuetzt-id60208286-amp.html?__twitter_impression=true
[30] https://twitter.com/AZ_Augsburg/status/1420615381522259973
[25] https://twitter.com/KFL3011/status/1420838406083469315
[22] https://twitter.com/MuiseLarie/status/1420685274984636419
[21] https://www.augsburger-allgemeine.de/bayern/Interview-Covid-Experte-Wendtner-warnt-Die-Kinder-sind-nicht-ausreichend-geschuetzt-id60208286-amp.html
[20] https://science.sciencemag.org/content/373/6554/491

Top URLs in Tweet in G5:
[95] https://twitter.com/s_hastingssimon/status/1420888812457054209
[29] https://twitter.com/GermHunterMD/status/1420584776189157383
[17] https://twitter.com/ishatreza/status/1420778637998100481
[7] https://www.nejm.org/doi/full/10.1056/NEJMoa2109072?cookieSet=1
[6] https://twitter.com/Rea_Booker/status/1420795481425256449?s=20
[5] https://www.cbc.ca/news/canada/calgary/covid-growth-alberta-1.6120076
[4] https://www.alberta.ca/stats/covid-19-alberta-statistics.htm
[4] https://www.cbc.ca/news/canada/british-columbia/b-c-interior-covid-cases-update-1.6121240
[4] https://www.england.nhs.uk/2021/06/nhs-sets-up-specialist-young-peoples-services-in-100-million-long-covid-care-expansion/
[3] https://twitter.com/youralberta/status/1420795214495506435

Top URLs in Tweet in G6:
[43] https://www.n-tv.de/panorama/Wie-gefaehrlich-ist-Covid-19-fuer-Kinder-tatsaechlich-article22710947.html
[35] https://twitter.com/M_Ziesmann/status/1420478881593708548
[34] https://twitter.com/HuebnerJohannes/status/1420696852316446723
[11] https://twitter.com/tomdabassman/status/1420480090681524230
[10] https://www.nejm.org/doi/full/10.1056/NEJMoa2109072?cookieSet=1
[9] https://twitter.com/tomdabassman/status/1420480090681524230?s=19
[7] https://www.zusammengegencorona.de/
[6] https://www.sueddeutsche.de/1.5360429
[6] https://www.blick.ch/sport/ski/michelle-gisin-27-hatte-corona-und-nun-pfeiffersches-druesenfieber-helfen-kann-mir-wirklich-niemand-id16711459.html
[6] https://www.gesundheitsstadt-berlin.de/grippe-hinterlaesst-langzeitfolgen-im-gehirn-12129/

Top URLs in Tweet in G7:
[22] https://choice.npr.org/index.html?origin=https://www.npr.org/sections/health-shots/2021/07/28/1021888033/breakthrough-infections-may-cause-long-covid-symptoms-small-study-suggests
[9] https://choice.npr.org/index.html?origin=https://www.npr.org/sections/health-shots/2021/07/28/1021888033/breakthrough-infections-may-cause-long-covid-symptoms-small-study-suggests?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[6] https://twitter.com/DrZoeHyde/status/1420792635594137602
[5] https://twitter.com/DrEricDing/status/1420297545419481092
[5] https://twitter.com/EricTopol/status/1420806046033928195
[5] https://www.nbcnews.com/health/health-news/long-covid-can-cause-memory-problems-does-it-raise-alzheimer-n1275396
[4] https://www.axios.com/biden-long-covid-symptom-disability-resources-504ca880-0433-4819-a98c-5240ed9bdb82.html
[4] https://twitter.com/celinegounder/status/1420756605092651010
[4] https://www.hhs.gov/civil-rights/for-providers/civil-rights-covid19/guidance-long-covid-disability/index.html
[3] https://www.bmj.com/content/374/bmj.n1648

Top URLs in Tweet in G8:
[270] https://www.bmj.com/content/bmj/374/bmj.n1648.full.pdf
[29] https://choice.npr.org/index.html?origin=https://www.npr.org/sections/health-shots/2021/07/28/1021888033/breakthrough-infections-may-cause-long-covid-symptoms-small-study-suggests
[18] https://twitter.com/drericding/status/1326046964656590848
[16] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS2589-5370%252821%252900324-2&rc=0
[12] https://twitter.com/ssi_dk/status/1420716667940843523
[12] https://science.sciencemag.org/content/373/6554/491.full
[7] https://www.nejm.org/doi/full/10.1056/NEJMoa2109072?cookieSet=1
[6] https://www.dn.se/sverige/utbildningsministern-mycket-undervisning-pa-plats-i-host/
[5] https://news.harvard.edu/gazette/story/2020/11/small-study-reveals-details-of-brain-damage-in-covid-19-patients/
[5] https://twitter.com/tigressellie/status/1420414323890040834

Top URLs in Tweet in G9:
[56] https://trib.al/sjdLj8i
[17] https://twitter.com/georgemonks11/status/1420546871634837511
[10] https://twitter.com/CBSNews/status/1420740896048492546
[9] https://www.nbcnews.com/health/health-news/long-covid-can-cause-memory-problems-does-it-raise-alzheimer-n1275396
[6] https://wgntv.com/news/coronavirus/lollapalooza-kicks-off-thursday-as-states-covid-19-surge-still-causing-concerns/
[3] https://twitter.com/celinegounder/status/1420756605092651010
[3] https://www.nejm.org/doi/full/10.1056/NEJMoa2109072?cookieSet=1
[2] https://news.harvard.edu/gazette/story/2020/11/small-study-reveals-details-of-brain-damage-in-covid-19-patients/
[2] https://www.gofundme.com/f/fuav69-body-politic-covid19-support-group
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01935-7

Top URLs in Tweet in G10:
[3] https://twitter.com/JRD0000/status/1421037078872268800
[2] https://twitter.com/JRD0000/status/1420169490546012163
[2] https://twitter.com/Parsifaler/status/1419754954894553092?s=20
[2] https://translate.google.com/translate?sl=auto&tl=en&u=https://www.latribunadetoledo.es/Noticia/Z46D27633-9AB2-F0DF-941FA42132A3A3A9/medicos-de-yepes-concluyen-que-el-tratamiento-es-curativo
[2] https://www.medrxiv.org/content/10.1101/2021.05.16.21257255v1
[1] https://twitter.com/NEJM/status/1420496788910391310
[1] https://twitter.com/FOHMaster/status/1420767408361545739
[1] https://www.linkedin.com/posts/dr-philip-anthony-mcmillan_covid-longcovid-longhaulers-activity-6822949533790552064-VEVA
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa2109072?cookieSet=1

Top Domains
Top Domains in Tweet in Entire Graph:
[3229] twitter.com
[684] nejm.org
[670] sciencemag.org
[483] bmj.com
[222] npr.org
[222] co.uk
[183] nbcnews.com
[124] augsburger-allgemeine.de
[122] elsevierhealth.com
[110] youtube.com

Top Domains in Tweet in G1:
[954] twitter.com
[573] sciencemag.org
[134] co.uk
[108] nejm.org
[81] harvard.edu
[77] elsevierhealth.com
[69] npr.org
[60] nih.gov
[52] youtube.com
[52] bmj.com

Top Domains in Tweet in G2:
[406] twitter.com
[69] nejm.org
[32] bmj.com
[8] nature.com
[5] diamond.jp
[4] nikkei.com
[4] gigazine.net
[2] forbesjapan.com
[2] tt.se
[2] wordpress.com

Top Domains in Tweet in G3:
[307] nejm.org
[34] twitter.com
[16] newrepublic.com
[9] elsevierhealth.com
[3] usatoday.com
[2] wikipedia.org
[2] ed.gov
[2] npr.org
[2] medpagetoday.com
[2] nih.gov

Top Domains in Tweet in G4:
[294] twitter.com
[111] augsburger-allgemeine.de
[50] merkur.de
[25] spiegel.de
[22] sciencemag.org
[16] zeit.de
[14] bmj.com
[13] nejm.org
[13] fr.de
[9] arte.tv

Top Domains in Tweet in G5:
[178] twitter.com
[10] cbc.ca
[8] nejm.org
[6] cnn.com
[4] alberta.ca
[4] ctvnews.ca
[4] nih.gov
[4] nhs.uk
[3] nytimes.com
[3] theguardian.com

Top Domains in Tweet in G6:
[136] twitter.com
[43] n-tv.de
[12] nejm.org
[7] zusammengegencorona.de
[6] sueddeutsche.de
[6] blick.ch
[6] medrxiv.org
[6] gesundheitsstadt-berlin.de
[5] fr.de
[5] br.de

Top Domains in Tweet in G7:
[195] twitter.com
[38] npr.org
[20] co.uk
[10] bmj.com
[10] youtube.com
[10] spiegel.de
[8] nbcnews.com
[7] com.au
[7] sciencemag.org
[6] fr.de

Top Domains in Tweet in G8:
[272] bmj.com
[45] twitter.com
[32] npr.org
[17] elsevierhealth.com
[13] sciencemag.org
[7] nejm.org
[6] dn.se
[5] harvard.edu
[4] sciencealert.com
[3] cbc.ca

Top Domains in Tweet in G9:
[56] trib.al
[32] twitter.com
[9] nbcnews.com
[6] wgntv.com
[3] nejm.org
[2] harvard.edu
[2] gofundme.com
[2] nature.com

Top Domains in Tweet in G10:
[9] twitter.com
[2] google.com
[2] medrxiv.org
[1] linkedin.com
[1] nejm.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6622] longcovid
[763] covid19
[723] mecfs
[319] covid19ab
[287] covid
[267] sicherebildung
[261] longcovidkids
[177] pwme
[164] durchseuchung
[141] deltavariant



Top Hashtags in Tweet in G1:
[3025] longcovid
[528] mecfs
[165] pwme
[117] covid19
[105] longcovidkids
[97] countlongcovid
[89] sweden
[88] thoroughlybetrayedbymycountry
[64] apresj20
[63] covidlong

Top Hashtags in Tweet in G2:
[63] longcovid
[20] コロナ後遺症
[7] covid19
[2] 長期微熱組や長期不調組を救って下さい
[2] コロナ論4
[2] コロナ論3
[2] 小林よしのり
[2] ゴー宣道場
[1] 後遺症
[1] nhk

Top Hashtags in Tweet in G3:
[30] longcovid
[11] covid19
[4] vaccinated
[4] shoutout
[4] womeninstem
[4] breakthroughcases
[4] healthcareworkers
[4] covid19vaccines
[4] vaccination
[3] israel

Top Hashtags in Tweet in G4:
[767] longcovid
[261] sicherebildung
[159] durchseuchung
[119] mecfs
[113] bildungabersicher
[74] luftreinigerjetzt
[70] luftfilterjetzt
[66] longcovidkids
[53] laschetwelle
[49] laschet

Top Hashtags in Tweet in G5:
[305] covid19ab
[172] covid19
[118] longcovid
[56] ableg
[52] covidisnotover
[26] covidisairborne
[26] getvaccinated
[23] abpoli
[20] cdnpoli
[20] abhealth

Top Hashtags in Tweet in G6:
[397] longcovid
[43] sarscov2
[11] longcovidkids
[10] nocovid
[8] covid19
[7] ebv
[7] worldcovidfail
[7] coronaschutzimpfung
[5] longlockdown
[5] impfenrettetleben

Top Hashtags in Tweet in G7:
[169] longcovid
[47] covid19
[24] covid
[13] coronavirus
[11] covidisnotover
[10] corona
[9] mecfs
[8] deltavariant
[6] longcovidkids
[6] vaccinated

Top Hashtags in Tweet in G8:
[353] longcovid
[21] covid19
[4] omt
[3] sweden
[3] thoroughlybetrayedbymycountry
[3] eftercovid
[3] republicon
[3] covidisnotover
[2] septicemiccovid
[2] covid19ab

Top Hashtags in Tweet in G9:
[226] longcovid
[91] covid19
[41] covidcases
[41] covid
[39] deltavariant
[37] death
[35] getvaccinated
[35] wearamask
[35] byanymeansnecessary
[35] hospitalizations

Top Hashtags in Tweet in G10:
[5] longcovid
[2] mytakeoncovid19
[1] wibble

Top Words
Top Words in Tweet in Entire Graph:
[14971] covid
[11372] long
[6627] #longcovid
[2978] people
[2465] die
[2113] delta
[2101] breakthrough
[1801] cases
[1745] symptoms
[1566] still

Top Words in Tweet in G1:
[3028] #longcovid
[2394] covid
[1951] long
[682] patients
[617] dr2nisreenalwan
[615] need
[551] sciencemagazine
[541] people
[532] #mecfs
[523] today

Top Words in Tweet in G2:
[680] covid
[481] 感染されたら
[481] 発熱が消えてからのlong
[481] 本当に気をつけてください
[481] 急な社会復帰
[481] リハビリ
[481] 全て後遺症の悪化と長期化を招きます
[481] 療養終了から1ヵ月は
[481] 普段の半分の速度
[481] 4の距離しか歩けない

Top Words in Tweet in G3:
[2098] covid
[1281] delta
[1143] long
[976] breakthrough
[955] mild
[665] cases
[656] fully
[656] still
[644] months
[642] vaxxed

Top Words in Tweet in G4:
[1041] die
[767] #longcovid
[563] kinder
[463] covid
[397] long
[261] #sicherebildung
[184] regsprecher
[184] infizierten
[169] longcovid
[167] schwer

Top Words in Tweet in G5:
[1400] covid
[882] long
[541] kids
[466] risk
[335] health
[320] children
[306] public
[305] measures
[305] #covid19ab
[297] delta

Top Words in Tweet in G6:
[563] die
[397] #longcovid
[346] gibt
[332] kinder
[331] longcovid
[268] man
[254] covid
[213] long
[203] uniklinik
[200] keine

Top Words in Tweet in G7:
[740] covid
[633] long
[169] #longcovid
[123] people
[97] vaccinated
[91] symptoms
[75] more
[75] die
[62] 19
[58] study

Top Words in Tweet in G8:
[376] covid
[353] #longcovid
[299] many
[283] afflicted
[273] 13
[271] kid
[270] gosh
[270] affects
[270] soooo
[270] organs

Top Words in Tweet in G9:
[226] #longcovid
[184] smell
[155] work
[130] illness
[127] long
[100] vaccinated
[98] still
[96] people
[96] enough
[94] months

Top Words in Tweet in G10:
[106] covid
[97] long
[38] people
[38] children
[24] term
[23] stop
[23] vaccines
[22] effects
[21] side
[20] talk

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9872] long,covid
[760] breakthrough,infections
[752] lead,long
[713] fully,vaxxed
[691] covid,19
[689] breakthrough,case
[678] still,covid
[674] delta,breakthrough
[674] covid,yesterday
[673] delta,cases

Top Word Pairs in Tweet in G1:
[1581] long,covid
[397] #longcovid,dr2nisreenalwan
[393] dr2nisreenalwan,leading
[393] leading,authority
[393] authority,condition
[393] condition,exceptional
[393] exceptional,perspective
[393] perspective,sciencemagazine
[393] sciencemagazine,today
[393] today,reviewing

Top Word Pairs in Tweet in G2:
[481] 感染されたら,発熱が消えてからのlong
[481] 発熱が消えてからのlong,covid
[481] covid,本当に気をつけてください
[481] 本当に気をつけてください,急な社会復帰
[481] 急な社会復帰,リハビリ
[481] リハビリ,全て後遺症の悪化と長期化を招きます
[481] 全て後遺症の悪化と長期化を招きます,療養終了から1ヵ月は
[481] 療養終了から1ヵ月は,普段の半分の速度
[481] 普段の半分の速度,4の距離しか歩けない
[481] 4の距離しか歩けない,と思っておいたほうがいいです

Top Word Pairs in Tweet in G3:
[1120] long,covid
[637] delta,cases
[636] lead,long
[635] breakthrough,case
[634] months,made
[634] made,point
[634] point,fully
[634] fully,vaxxed
[634] vaxxed,person
[634] person,still

Top Word Pairs in Tweet in G4:
[391] long,covid
[117] infizierten,kinder
[107] frau,dr
[105] dr,merkel
[93] #longcovid,#mecfs
[93] die,strategie
[91] aktuellem,forschungsstand
[91] forschungsstand,entwickelt
[91] entwickelt,teil
[91] teil,patienten

Top Word Pairs in Tweet in G5:
[844] long,covid
[304] public,health
[304] health,measures
[170] kids,flu
[155] risk,death
[153] young,children
[153] children,unvaccinated
[153] risk,long
[152] alberta,throwing
[152] throwing,#covid19

Top Word Pairs in Tweet in G6:
[204] long,covid
[178] wollte,man
[178] #longcovid,spezialisieren
[178] spezialisieren,kamen
[145] überhaupt,gibt
[143] uniklinik,freiburg
[143] freiburg,wollte
[143] man,minderjährige
[143] minderjährige,#longcovid
[143] kamen,keine

Top Word Pairs in Tweet in G7:
[562] long,covid
[54] covid,19
[53] covid,symptoms
[42] vaccinated,people
[29] study,finds
[26] people,infected
[25] symptoms,linger
[25] infected,study
[24] linger,vaccinated
[23] long,term

Top Word Pairs in Tweet in G8:
[270] 13,gosh
[270] gosh,#longcovid
[270] #longcovid,affects
[270] affects,soooo
[270] soooo,many
[270] many,organs
[270] organs,nobody
[270] nobody,damnit
[270] damnit,kid
[270] kid,allowed

Top Word Pairs in Tweet in G9:
[92] lemons,smell
[92] smell,garbage
[91] months,ago
[91] ago,sister
[91] sister,caught
[91] caught,#covid19
[91] #covid19,work
[91] work,before
[91] before,eligible
[91] eligible,vaccinated

Top Word Pairs in Tweet in G10:
[73] long,covid
[24] long,term
[21] side,effects
[19] people,capable
[19] capable,immense
[19] immense,imagination
[19] imagination,speculating
[19] speculating,long
[19] covid,children
[19] children,entirely

Top Replied-To
Top Replied-To in Entire Graph:
@aminsharaf
@drericding
@morganstephensa
@bob_wachter
@erictopol
@jenbrea
@iamkjl
@a_straight_line
@kohakuironasora
@dr2nisreenalwan

Top Replied-To in G1:
@morganstephensa
@jenbrea
@dr2nisreenalwan
@iamkjl
@elisaperego78
@erictopol
@dianaberrent
@long_covid
@a_straight_line
@halfon4harlowmp

Top Replied-To in G2:
@kohakuironasora
@corona8128
@shuichiotsu
@maron64414914
@nagainu_d
@iina_kobe
@cdp2017
@nanapiyo_reiwa
@mnhr_labo

Top Replied-To in G3:
@bob_wachter
@celinegounder
@fitzroy777
@pedroyokes
@nymne
@mollyjongfast
@jeremymharris
@trebbianos
@fitterhappieraj
@cleavon_md

Top Replied-To in G4:
@robert83563198
@schnuffi1986
@jason425901
@jakobrohrhirsch
@ricobadenschier
@westpol
@glasmerleperle
@wdraktuell
@epsilon3141
@derspiegel

Top Replied-To in G5:
@cbsnews
@rachelnotley
@barblarochelle
@jkenney
@jvipondmd
@davidstaplesyeg
@canadiandex
@cmoh_alberta
@pxsimonz
@cbchomestretch

Top Replied-To in G6:
@aminsharaf
@bmg_bund
@martincjanssen
@frankfurtzack
@coolombianito
@m_t_franz
@huebnerjohannes
@karl_lauterbach
@baldur7611
@derinformant_

Top Replied-To in G7:

Top Replied-To in G8:
@drericding
@4ndyw_
@peterhotez
@timspector
@celinegounder
@casakamot
@georgemonks11
@paxmarie
@justin_hart
@agtoceans

Top Replied-To in G9:
@health_data
@meganranney
@thehowie
@jessicacalarco
@ebonyjhilton_md
@emrosebaz
@sabrinajoydc
@katie__daisy
@segal_eran
@thejniac

Top Replied-To in G10:
@movementcoachkm
@jrd0000
@brendawolton
@phillipweekley
@binaryunicorn
@john01799206
@mcfunny
@zubymusic
@martinkulldorff
@m4ttmc87

Top Mentioned
Top Mentioned in Entire Graph:
@dr2nisreenalwan
@sciencemagazine
@maya_pan0203
@regsprecher
@cmoh_alberta
@tomdabassman
@karl_lauterbach
@erictopol
@long_covid
@cnnopinion

Top Mentioned in G1:
@dr2nisreenalwan
@sciencemagazine
@long_covid
@cnnopinion
@erictopol
@aldertonbiol
@longcovidsos
@longcovidkids
@survivor_corps
@sajidjavid

Top Mentioned in G2:
@maya_pan0203
@iwano_akitoki
@kurry_pan
@nakano0316
@minesoh
@edanoyukio0531
@dr2nisreenalwan
@sciencemagazine
@keipierremulot
@robingorna

Top Mentioned in G3:
@nejm
@celinegounder
@bob_wachter
@mollyjongfast
@carlosdelrio7
@thelancetinfdis
@laniwendtyoung
@newrepublic
@1900ho
@cleavon_md

Top Mentioned in G4:
@regsprecher
@jensspahn
@arminlaschet
@abaerbock
@markus_soeder
@hbraun
@olafscholz
@senbjf
@regberlin
@wdraktuell

Top Mentioned in G5:
@cmoh_alberta
@jkenney
@alberta_ucp
@kathleenganley
@shandro
@ucpcaucus
@rachelnotley
@ahs_media
@littlestsebas
@naheedd

Top Mentioned in G6:
@tomdabassman
@karl_lauterbach
@tobias_austria
@bag_ofsp_ufsp
@welt
@olafgersemann
@c_drosten
@sz
@aminsharaf
@marcfriedrich7

Top Mentioned in G7:
@skinnergj

Top Mentioned in G8:
@drericding
@thesgtjoker
@radboudumc
@dgurdasani1
@bretweinstein
@chrischirp
@mdbuckley
@cmoh_alberta
@jeremycorbyn
@mersolidaritet

Top Mentioned in G9:
@theresa_chapple
@chicagosmayor
@nbcnews
@anderelizm
@sfchronicle
@thehowie
@itsbodypolitic
@kickn8reborn
@sleddogwatchdog
@uav_geology

Top Mentioned in G10:
@takethatct
@kathmarval
@scepticalaussie
@crabb_vicki
@swedishchf
@frankdelia7
@swaledalemutton
@breezergalway
@stephenbevan15
@mcfunny

Top Tweeters
Top Tweeters in Entire Graph:
@simanekomama
@oldlady12345
@threadreaderapp
@dichristine
@paoloigna1
@detikcom
@jurylady5
@ecodaren
@chidambara09
@s9tmt

Top Tweeters in G1:
@paoloigna1
@s9tmt
@independent
@derekjohnbryant
@scott1984fp
@morgfair
@le_figaro
@guardian
@cwharlow
@waweru

Top Tweeters in G2:
@simanekomama
@ecodaren
@serioustom1
@waka__chang
@akane_kawahata
@sosorasora3
@toneunga3
@citrus_kyoto
@sippomagari
@cao58020

Top Tweeters in G3:
@dichristine
@b1e56df9ce6549f
@n7irl
@katcapps
@vedehimajumdar
@amyayers16
@reagancbrown
@samhainnight
@maryalicebisho2
@jorge_c_ny

Top Tweeters in G4:
@andreasandy3131
@fwwinterberg
@faz_net
@wagjuer
@_arushinjitsu_
@michael_kunz
@cptleto
@korallenherz
@moschaefer66
@thomasknorra

Top Tweeters in G5:
@frazzling
@pqpolitics
@suepeac
@mmwlawtaos1
@suestroud
@jjdebenedictis
@softgrasswalker
@emgfind
@ruthmkb
@morpheusbeing

Top Tweeters in G6:
@welt
@raumplanungtv
@buntewelt1966
@tagesspiegel
@kachelmann
@m_aus_s
@faznet
@zdf
@marcus849
@sz

Top Tweeters in G7:
@freiewelteu
@skinnergj
@chrisbrey1
@hipeoplebiz
@wally_wests
@rvp
@new_narrative
@deesbarbara
@exbulletinuk
@rhcm123

Top Tweeters in G8:
@minotauresse
@dingabelle
@marizsmn
@mrkalman
@pink1963dsw
@justice4all01
@katalin_pota
@rleas
@mijomojo1
@nort_lights

Top Tweeters in G9:
@mattmurph24
@lizditz
@brontyman
@sophialamar1
@nerdy_ian
@miss_placed_
@janesepmeier
@cathleenkucz
@rolandsmartin
@jameskthompson1

Top Tweeters in G10:
@georgegalloway
@doritmi
@sirbasilbrush
@scepticalaussie
@_mamadeb
@tony__heller
@reveident
@maryogrady8
@mackayim
@littlelishka


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