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thelancet_2020-06-05_18-08-06.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 06, 2020
Short Description:
thelancet via NodeXL https://bit.ly/2MBp9Qp
@thelancet
@oatila
@happycycle_jp
@sakamotofumie
@ingrahamangle
@erictopol
@olivierveran
@mph_for_doctors
@mlevitt_np2013
@joelpollak

Top hashtags:
#thelancet
#covid19
#hydroxychloroquine
#lancetgate
#raoult
#chloroquine

Description:
Description
The graph represents a network of 5,540 Twitter users whose tweets in the requested range contained "thelancet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 06 June 2020 at 01:09 UTC.

The requested start date was Saturday, 06 June 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 2-day, 2-hour, 5-minute period from Wednesday, 03 June 2020 at 13:51 UTC to Friday, 05 June 2020 at 15:56 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 : 5540
Unique Edges : 5150
Edges With Duplicates : 10138
Total Edges : 15288
Number of Edge Types : 5
Retweet : 3839
MentionsInRetweet : 6601
Mentions : 3415
Replies to : 925
Tweet : 508
Self-Loops : 539
Reciprocated Vertex Pair Ratio : 0.0116714380092491
Reciprocated Edge Ratio : 0.0230735742272529
Connected Components : 387
Single-Vertex Connected Components : 154
Maximum Vertices in a Connected Component : 4412
Maximum Edges in a Connected Component : 13594
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.590825
Graph Density : 0.00029941934546175
Modularity : 0.468016
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,540 Twitter users whose tweets in the requested range contained "thelancet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 06 June 2020 at 01:09 UTC.

The requested start date was Saturday, 06 June 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 2-day, 2-hour, 5-minute period from Wednesday, 03 June 2020 at 13:51 UTC to Friday, 05 June 2020 at 15:56 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 : thelancet
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:
[153] https://twitter.com/TheLancet/status/1268613313702891523
[72] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931142-9%2Ffulltext&rc=0
[70] https://twitter.com/thelancet/status/1268613313702891523
[55] https://twitter.com/thelancet/status/1267901995848957953
[45] https://twitter.com/TheLancet/status/1267901995848957953
[24] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931324-6%2Ffulltext&rc=0
[23] https://www.theguardian.com/world/2020/jun/03/covid-19-surgisphere-who-world-health-organization-hydroxychloroquine
[23] https://twitter.com/thelancet/status/1267585465424719873
[17] https://twitter.com/thelancet/status/1267754762952458240?s=21
[16] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140673620313246&rc=0

Top URLs in Tweet in G1:
[9] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)31280-0/fulltext?utm_campaign=tlcoronavirus20&utm_content=131026496&utm_medium=social&utm_source=twitter&hss_channel=tw-27013292
[9] https://twitter.com/TheLancet/status/1268613313702891523
[7] https://www.thelancet.com/lancet/article/s0140673620313246?utm_campaign=tlcoronavirus20&utm_source=twitter&utm_medium=social
[6] https://twitter.com/TheLancet/status/1268613313702891523?s=20
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?rc=2&redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931142-9%2Ffulltext
[5] https://www.theguardian.com/world/2020/jun/03/covid-19-surgisphere-who-world-health-organization-hydroxychloroquine
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140-6736%2820%2931249-6&rc=0
[4] https://twitter.com/thelancet/status/1268613313702891523
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931142-9%2Ffulltext&rc=0
[3] https://twitter.com/thelancet/status/1267901995848957953

Top URLs in Tweet in G2:
[7] https://twitter.com/thelancet/status/1267901995848957953
[7] https://twitter.com/thelancet/status/1268613313702891523
[4] https://twitter.com/TheLancet/status/1268613313702891523
[2] https://bit.ly/2yXZXjS
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)31279-4/fulltext
[2] https://twitter.com/TheLancet/status/1268613313702891523?s=19
[2] https://twitter.com/TheLancet/status/1267901995848957953
[2] https://www.theguardian.com/world/2020/jun/04/unreliable-data-doubt-snowballed-covid-19-drug-research-surgisphere-coronavirus-hydroxychloroquine?CMP=share_btn_tw
[2] https://www.theguardian.com/world/2020/jun/03/covid-19-surgisphere-who-world-health-organization-hydroxychloroquine
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736%2812%2961078-2/fulltext

Top URLs in Tweet in G3:
[11] https://twitter.com/TheLancet/status/1268613313702891523
[9] https://twitter.com/thelancet/status/1267901995848957953
[4] https://twitter.com/thelancet/status/1268613313702891523
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fthelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931180-6%2Ffulltext&rc=0
[4] https://twitter.com/TheLancet/status/1267901995848957953
[3] https://www.lemonde.fr/planete/article/2020/06/03/hydroxychloroquine-le-journal-the-lancet-met-en-garde-contre-une-etude-publiee-dans-ses-colonnes_6041583_3244.html
[2] http://noslendemains.fr/le-scandale-du-lancet-3-auteurs-de-letude-controversee-sur-lhydroxychloroquine-se-retractent-raoult-jubile-veran-doit-sexpliquer/
[2] https://france3-regions.francetvinfo.fr/hauts-de-france/hydroxychloroquine-je-ne-suis-pro-raoult-etude-publiee-the-lancet-c-est-merde-lance-pr-froguel-1834562.html
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931180-6%2Ffulltext&rc=0
[2] https://twitter.com/gilbertderay/status/1268085185935020033

Top URLs in Tweet in G4:
[6] https://www.sciencemag.org/news/2020/06/mysterious-company-s-coronavirus-papers-top-medical-journals-may-be-unraveling
[5] https://www.theguardian.com/world/2020/jun/03/covid-19-surgisphere-who-world-health-organization-hydroxychloroquine
[3] https://www.nejm.org/doi/full/10.1056/NEJMc2021225
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140673620313246&rc=0
[3] https://twitter.com/TheLancet/status/1268613313702891523
[3] https://www.theguardian.com/world/2020/jun/03/covid-19-surgisphere-who-world-health-organization-hydroxychloroquine?fbclid=IwAR2vXuvwjtztU6ETfe-0CEamK31-r3qKusVDtcwXwwgB4Qmnd-Mtl4EsX0M
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931324-6%2Ffulltext&rc=0
[2] https://retractionwatch.com/2020/06/04/lancet-retracts-controversial-hydroxychloroquine-study/
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2FS0140673620313246&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931142-9%2Ffulltext&rc=0

Top URLs in Tweet in G5:
[19] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931142-9%2Ffulltext&rc=0
[5] https://www.theguardian.com/world/2020/jun/03/covid-19-surgisphere-who-world-health-organization-hydroxychloroquine
[4] https://twitter.com/thelancet/status/1267901995848957953
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS0140-6736%252820%252931278-2&rc=0
[3] https://www.sciencemag.org/news/2020/06/mysterious-company-s-coronavirus-papers-top-medical-journals-may-be-unraveling
[2] https://www.linkedin.com/posts/grawoig_httpslnkdineewhf98-activity-6674698414665601025-WbLV
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931180-6%2Ffulltext&rc=0
[2] https://surgisphere.com/2020/05/25/lancet-paper/
[2] https://www.thelancet.com/lancet/article/s0140673620313246
[2] https://twitter.com/TheLancet/status/1267901995848957953

Top URLs in Tweet in G6:
[1] https://twitter.com/otavio_ranzani/status/1268670807833825282
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931324-6%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fpdfs%2Fjournals%2Flancet%2FPIIS0140-6736%2820%2931142-9.pdf&rc=0
[1] https://www.nytimes.com/2020/06/01/health/masks-surgical-N95-coronavirus.html?action=click&module=Top%20Stories&pgtype=Homepage
[1] https://twitter.com/TheLancet/status/1268613313702891523
[1] https://twitter.com/TheLancet/status/1268613313702891523?s=19
[1] http://vai.de
[1] https://twitter.com/TheLancet/status/1268621200655294470

Top URLs in Tweet in G7:
[21] https://twitter.com/thelancet/status/1267585465424719873
[17] https://twitter.com/thelancet/status/1267754762952458240?s=21
[9] https://twitter.com/thelancet/status/1267754762952458240
[3] https://twitter.com/TheLancet/status/1267585465424719873
[3] https://thelancet.com/journals/lancet/article/PIIS2468-2667(20)30117-1/fulltext?dgcid=hubspot_email_newsletter_tlcoronavirus20&utm_campaign=tlcoronavirus20&utm_source=hs_email&utm_medium=email&utm_content=88619714&_hsenc=p2ANqtz--u6QIN5C4aqHwF8nWWlikSNHdHSoC25i5TpImu-6gGlZFAzSSEb9ouNztqyI4MiBLJ7jKiQKM1mHK3uFRXUba_jPu5OA&_hsmi=88619714#.XtevxyKAzEE.twitter
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140673620313246&rc=0
[1] https://twitter.com/thelancet/status/1268613313702891523
[1] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667%2818%2930183-X/fulltext#%20
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)31142-9/fulltext#.XtfBhugnKVk.twitter

Top URLs in Tweet in G8:
[16] https://twitter.com/TheLancet/status/1268613313702891523
[16] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931324-6%2Ffulltext&rc=0
[15] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931142-9%2Ffulltext&rc=0
[12] https://twitter.com/TheLancet/status/1267901995848957953
[8] https://twitter.com/thelancet/status/1268613313702891523
[6] https://twitter.com/thelancet/status/1267901995848957953
[3] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)31290-3/fulltext
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931324-6%2Ffulltext%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[2] https://twitter.com/TheLancet/status/1267585465424719873
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930383-2%2Ffulltext&rc=0

Top URLs in Tweet in G9:
[15] https://twitter.com/TheLancet/status/1268613313702891523
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140673620313246%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0

Top URLs in Tweet in G10:
[2] https://twitter.com/TheLancet/status/1267901995848957953
[1] https://www.bfmtv.com/sante/hydroxychloroquine-trois-des-auteurs-de-l-etude-controversee-publiee-parthe-lancet-se-retractent-1927153.html
[1] https://twitter.com/biobiobiobior/status/1268785052978155520
[1] https://www.lemonde.fr/planete/article/2020/06/03/hydroxychloroquine-le-journal-the-lancet-met-en-garde-contre-une-etude-publiee-dans-ses-colonnes_6041583_3244.html
[1] https://twitter.com/infofrance2/status/1268073169065324544
[1] http://www.francesoir.fr/politique-monde/de-coincidences-en-coincidences-la-boston-connexion-au-service-du-remdesivir
[1] http://www.francesoir.fr/societe-sante/le-diable-est-vraiment-dans-le-detail-apres-lancet-nous-remettons-en-cause-le-new
[1] https://twitter.com/MESNIERThomas/status/1264862599683981312
[1] https://twitter.com/raoult_didier/status/1268115704311689218
[1] https://twitter.com/goue_le/status/1268117359321120768

Top Domains
Top Domains in Tweet in Entire Graph:
[561] twitter.com
[292] elsevierhealth.com
[170] thelancet.com
[48] theguardian.com
[23] bit.ly
[19] nejm.org
[14] co.uk
[13] sciencemag.org
[11] hubs.ly
[9] lemonde.fr

Top Domains in Tweet in G1:
[59] twitter.com
[23] thelancet.com
[21] elsevierhealth.com
[8] theguardian.com
[7] hubs.ly
[3] bit.ly
[3] actu.fr
[2] eitb.eus
[2] virology.ws
[2] medicalxpress.com

Top Domains in Tweet in G2:
[37] twitter.com
[6] theguardian.com
[4] elsevierhealth.com
[4] thelancet.com
[3] bit.ly
[1] zenodo.org
[1] bluradio.com
[1] com.ar
[1] vilaweb.cat
[1] thefederalist.com

Top Domains in Tweet in G3:
[48] twitter.com
[8] elsevierhealth.com
[6] noslendemains.fr
[3] lemonde.fr
[3] francetvinfo.fr
[1] facebook.com
[1] retractionwatch.com
[1] afp.com
[1] criigen.org
[1] sciencedirect.com

Top Domains in Tweet in G4:
[22] twitter.com
[15] theguardian.com
[11] elsevierhealth.com
[9] nejm.org
[7] sciencemag.org
[5] bit.ly
[4] retractionwatch.com
[4] statnews.com
[2] reuters.com
[2] forbetterscience.com

Top Domains in Tweet in G5:
[27] elsevierhealth.com
[15] twitter.com
[9] thelancet.com
[8] theguardian.com
[4] nejm.org
[4] sciencemag.org
[3] surgisphere.com
[2] linkedin.com
[1] literatumonline.com
[1] umich.edu

Top Domains in Tweet in G6:
[4] twitter.com
[2] elsevierhealth.com
[1] nytimes.com
[1] vai.de

Top Domains in Tweet in G7:
[51] twitter.com
[5] thelancet.com
[1] elsevierhealth.com

Top Domains in Tweet in G8:
[59] elsevierhealth.com
[58] twitter.com
[24] thelancet.com
[2] theguardian.com
[2] bit.ly
[1] sciencemag.org
[1] lexpress.fr
[1] lesechos.fr
[1] youtu.be
[1] theweek.in

Top Domains in Tweet in G9:
[15] twitter.com
[1] elsevierhealth.com

Top Domains in Tweet in G10:
[8] twitter.com
[2] francesoir.fr
[1] bfmtv.com
[1] lemonde.fr
[1] 20minutes.fr
[1] lepoint.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[396] thelancet
[363] covid19
[285] hydroxychloroquine
[80] lancetgate
[78] raoult
[72] chloroquine
[70] covid
[54] hcq
[47] covid_19
[45] veran



Top Hashtags in Tweet in G1:
[66] covid19
[51] hydroxychloroquine
[39] hcq
[29] raoult
[20] vacunas
[17] lancetgate
[11] oms
[11] covidー19
[10] coronavirus
[8] chloroquine

Top Hashtags in Tweet in G2:
[15] lancetgate
[12] hydroxychloroquine
[5] hydrochloroquine
[4] covid19
[4] who
[3] media
[3] hcq
[3] somos57milhoes
[2] fakenews
[1] mañanasblu

Top Hashtags in Tweet in G3:
[202] thelancet
[44] chloroquine
[41] hydroxychloroquine
[38] didierraoult
[37] covid_19
[28] raoult
[20] lancetgate
[17] mehra
[16] véran
[11] veran

Top Hashtags in Tweet in G4:
[67] covid19
[18] surgisphere
[13] hydroxychloroquine
[6] coronavirus
[6] hidroxicloroquina
[6] thelancet
[3] medtwitter
[3] covid
[3] lancetgate
[2] hydroxychloriquine

Top Hashtags in Tweet in G5:
[56] hydroxychloroquine
[53] covid19
[16] sarscov2
[10] thelancet
[7] hyrdroxychloroquine
[6] auspol
[5] ifgate
[3] lancetgate
[3] remdisvir
[2] joffrin

Top Hashtags in Tweet in G6:
[1] forabolsonaro

Top Hashtags in Tweet in G7:
[2] 子宮頚ぜん
[1] 帜少ぜん
[1] hpvワクチン
[1] 子宮頚ぜんワクチン

Top Hashtags in Tweet in G8:
[20] thelancet
[12] covid19
[9] hydroxychloroquine
[7] coronavirus
[4] mã©dias
[3] raoult
[3] chloroquine
[3] covid
[2] surgisphere
[2] lancetgate

Top Hashtags in Tweet in G9:
[1] hcq

Top Hashtags in Tweet in G10:
[28] thelancet
[16] hydroxychloroquine
[15] covid19
[7] raoult
[6] chloroquine
[5] enmêmetemps
[5] hcq
[3] gilead
[3] surgisphere
[3] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[1175] thelancet
[282] hydroxychloroquine
[269] chloroquine
[242] published
[206] study
[199] authors
[187] retracted
[182] jeremyfaust
[180] treatment
[179] without

Top Words in Tweet in G2:
[437] thelancet
[295] realdonaldtrump
[244] jairbolsonaro
[236] biakicis
[189] aã
[187] olha
[187] jã
[186] tã
[186] citado
[186] pelos

Top Words in Tweet in G3:
[200] #thelancet
[173] olivierveran
[171] thelancet
[106] raoult_didier
[93] tude
[87] lancet
[84] dã
[72] mlevitt_np2013
[56] selon
[56] plus

Top Words in Tweet in G4:
[350] thelancet
[282] nejm
[67] #covid19
[60] data
[51] published
[43] hydroxychloroquine
[41] study
[33] hidroxicloroquina
[31] surgisphere
[29] le___doc

Top Words in Tweet in G5:
[215] thelancet
[165] erictopol
[76] randomized
[76] significant
[76] increase
[76] efficacy
[75] largest
[74] results
[74] trial
[74] date

Top Words in Tweet in G6:
[482] foi
[257] oatila
[242] cloroquina
[240] artigo
[240] efeitos
[240] negativos
[240] retratado
[240] autores
[240] retiraram
[240] publicado

Top Words in Tweet in G7:
[729] ãƒ
[596] æ
[487] ç
[313] ªã
[278] マã
[278] æœ
[200] šã
[195] 1mä
[165] èº
[165] çš

Top Words in Tweet in G8:
[87] ø
[46] ù
[27] lancet
[23] covid
[22] 19
[20] #thelancet
[19] analysis
[15] hydroxychloroquine
[14] chloroquine
[13] treatment

Top Words in Tweet in G9:
[112] study
[111] lancet
[111] hydroxychloroquine
[109] anchors
[109] avoiding
[109] retraction
[109] negative
[109] media
[109] gleefully
[109] trumpeted

Top Words in Tweet in G10:
[71] thelancet
[35] étude
[28] #thelancet
[25] lancet
[22] sont
[20] crã
[20] dibilitã
[18] yanisjgr
[18] nejm
[18] rã

Top Word Pairs
Top Word Pairs in Tweet in G2:
[258] realdonaldtrump,jairbolsonaro
[173] citado,pelos
[173] pelos,opositores
[172] opositores,realdonaldtrump
[171] biakicis,olha
[169] olha,aã
[169] aã,thelancet
[169] thelancet,tã
[168] tã,citado
[116] jairbolsonaro,jã

Top Word Pairs in Tweet in G3:
[241] peer,review
[186] review,system
[186] totally,shocking
[186] shocking,faith
[185] faith,peer
[184] system,shattered
[184] shattered,50
[184] 50,years
[184] years,over
[184] over,200

Top Word Pairs in Tweet in G4:
[50] thelancet,nejm
[50] nejm,thelancet
[49] nejm,published
[49] mmamas1973,nejm
[49] garalfr77,thelancet
[49] thelancet,schneiderleonid
[49] clear,thelancet
[49] published,study
[49] study,hydroxychloroquine
[49] hydroxychloroquine,done

Top Word Pairs in Tweet in G5:
[149] significant,increase
[80] results,largest
[27] largest,randomized
[26] randomized,trial
[24] trial,hydroxychlorquine
[24] hydroxychlorquine,date
[19] date,efficacy
[19] efficacy,seen
[19] seen,significant
[19] erictopol,results

Top Word Pairs in Tweet in G6:
[75] artigo,efeitos
[73] efeitos,negativos
[73] negativos,cloroquina
[73] cloroquina,foi
[73] foi,retratado
[73] retratado,autores
[73] autores,retiraram
[73] retiraram,foi
[73] foi,publicado
[72] publicado,vou

Top Word Pairs in Tweet in G7:
[240] 1mä,šã
[240] šã,æ
[240] ãƒ,ãƒ
[240] èº,çš
[240] sakamotofumie,マã
[240] マã,ÿçš
[240] ÿçš,æ
[240] æ,physical
[240] physical,distancingã
[240] distancingã,1mä

Top Word Pairs in Tweet in G8:
[195] ø,ø
[195] ù,ø
[187] ø,ù
[164] covid,19
[113] hydroxychloroquine,chloroquine
[113] without,macrolide
[113] macrolide,treatment
[113] multinational,registry
[113] registry,analysis
[113] chloroquine,without

Top Word Pairs in Tweet in G9:
[39] anchors,avoiding
[28] avoiding,lancet
[27] lancet,retraction
[21] retraction,negative
[12] negative,hydroxychloroquine
[12] hydroxychloroquine,study
[12] study,media
[12] media,gleefully
[12] gleefully,trumpeted
[11] trumpeted,few

Top Word Pairs in Tweet in G10:
[109] crã,dibilitã
[109] enquête,france_soir
[109] rã,tractation
[109] tractation,lancet
[109] lancet,catastrophe
[109] catastrophe,crã
[109] dibilitã,scientifique
[109] scientifique,alors
[109] alors,tudes
[109] tudes,sont

Top Replied-To
Top Replied-To in Entire Graph:
@thelancet
@jeremyfaust
@biakicis
@bogbadamosi
@olivierveran
@mcmasteru
@doctorsoumya
@erictopol
@mlevitt_np2013
@sagittariushh

Top Replied-To in G1:
@thelancet
@jeremyfaust
@mar_sido
@cybertempus1
@inevitable_et
@burgueterodrigo
@kendberrymd
@6williestokes
@mislukt12345
@chrismartenson

Top Replied-To in G2:
@biakicis
@bogbadamosi
@doctorsoumya
@thelancet
@dockaurg
@richardhorton1
@drjamesglasbey
@damasce47706045
@vazaladio
@jamestodaromd

Top Replied-To in G3:
@olivierveran
@mlevitt_np2013
@pierrecallamand
@tomnacher
@thelancet
@julietteetvous
@raoult_didier
@methodsmanmd
@gertmeeus_md
@lemonde_planete

Top Replied-To in G4:
@sagittariushh
@le___doc
@vinsos9
@humb_ang
@thelancet
@mmamas1973
@cabreraerdr
@gidmk
@elmanuboy
@briochevear

Top Replied-To in G5:
@erictopol
@heikkiray
@gorskon
@thelancet
@mrmehramd
@medicamentarii
@schneiderleonid
@eggersnsf
@the_real_seebs
@johannawester4

Top Replied-To in G6:
@oatila
@eastmadeira
@agepe47
@thelancet
@yec_terrza

Top Replied-To in G7:
@mph_for_doctors

Top Replied-To in G8:

Top Replied-To in G9:
@euphoniusnuts

Top Replied-To in G10:
@yanisjgr
@mesnierthomas
@martinewonner
@dr_moji
@bfmtv
@adrienlefilou
@baptistoss
@vincentglad
@bmoon_bee
@etiennecampion

Top Mentioned
Top Mentioned in Entire Graph:
@thelancet
@nejm
@realdonaldtrump
@oatila
@jairbolsonaro
@biakicis
@who
@erictopol
@olivierveran
@jeremyfaust

Top Mentioned in G1:
@thelancet
@jeremyfaust
@subhash_kak
@felixhauser3
@mormach
@eileeniorio
@almagoch
@6williestokes
@antoine_nantes
@lobs

Top Mentioned in G2:
@thelancet
@realdonaldtrump
@jairbolsonaro
@biakicis
@who
@richardhorton1
@drtedros
@devyanidilli
@jamestodaromd
@bogbadamosi

Top Mentioned in G3:
@thelancet
@olivierveran
@raoult_didier
@mlevitt_np2013
@francoisedegois
@julietteetvous
@rtenfrancais
@medicalfollower
@olivierhertel

Top Mentioned in G4:
@thelancet
@nejm
@venkmurthy
@schneiderleonid
@drjohnm
@le___doc
@almostjingo
@mmamas1973
@garalfr77
@deedeewangmd

Top Mentioned in G5:
@thelancet
@erictopol
@surgisphere
@gorskon
@nejm
@mrmehramd
@richardhorton1
@lancet
@sciencemagazine
@brighamwomens

Top Mentioned in G6:
@oatila
@thelancet
@felipeneto
@xadrezverbal
@thonycezarino
@luisg_cardoso
@yec_terrza

Top Mentioned in G7:
@sakamotofumie
@mph_for_doctors
@influenzer3
@thelancet
@totb1984
@ymori117
@sachiko_amiko

Top Mentioned in G9:
@ingrahamangle
@iowahawkblog
@thelancet
@jamestodaromd
@loneprotester
@euphoniusnuts
@nejm
@niro60487270

Top Mentioned in G10:
@thelancet
@nejm
@france_soir
@dr_moji
@mapicos
@yanisjgr
@mesnierthomas
@bfmtv
@etiennecampion
@franceinfo

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@languillem
@sharneal
@29pat
@aepishere
@gooochin
@du_bois
@getvideobot
@fusasippona
@copyofone

Top Tweeters in G1:
@madrynha2012
@mdlmurray
@vikas1689
@patriziarametta
@sylvita30
@le_parisien
@a31x64vijay
@2_bluestarmom
@the_best_man_57
@clarenceonyeks

Top Tweeters in G2:
@business
@djsiri
@duduacgsfc
@nytimes
@agenciatelam
@serengetisun
@lgcomin
@irenehutchison
@cnn
@12qbert

Top Tweeters in G3:
@languillem
@29pat
@paoegilles
@altai_armande
@lagrosta
@mounmir
@actusnonstop
@mrbasabose
@marizsmn
@patrickmariebzh

Top Tweeters in G4:
@threadreaderapp
@guardian
@mr_spock
@815wrldtrvlr
@uribex
@ziltebotte
@jj_angelus
@bhakthlokesh
@wrs1260
@shylohg

Top Tweeters in G5:
@getvideobot
@tighnacoille
@ken_crichlow
@france24
@ajaygolmalgobi
@ghostofhypotia
@france24_en
@francodespecho
@interimspace
@hoojfan

Top Tweeters in G6:
@yec_terrza
@todemimimi
@oh_bloodyhell
@betozsantos
@readyholland
@danielcardooso
@lionheartricard
@tocadolobo
@gustavola
@olivrubia

Top Tweeters in G7:
@du_bois
@fusasippona
@picca009
@maisels
@kazooooya
@zakmustang
@yshbard
@mayerling_mio
@ck_ariaze
@polianthes_

Top Tweeters in G8:
@jchernandezjazz
@elsolde_mexico
@acropolitesse
@heatherswifty
@portaluai
@ismaelsousa
@bassinrebel
@meisju
@jacintodavila
@patrizio68420

Top Tweeters in G9:
@meedgeknowsbest
@iwideopen
@lovemypresiden4
@jo_lucialuciano
@outin2020
@bllyrush
@craignoice
@wolfpac_five
@jamesgreenbaywi
@levishb

Top Tweeters in G10:
@bfmtv
@teppdude
@fleur2108
@franceinfo
@yvespdb
@tyranosaure2
@levyloiseau
@carolinebharati
@jardifruit
@cdauverchain


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