thelancet, Twitter, 5/2/2020 2:06:39 AM, 225982


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thelancet_2020-05-01_18-08-06.xlsx
thelancet_2020-05-01_18-08-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 02, 2020
Short Description:
thelancet via NodeXL https://bit.ly/3d5Kexy
@thelancet
@raoult_didier
@michaelmarmot
@richardhorton1
@doctormacias
@poulin2012
@faheemyounus
@fzkh
@dr___serge
@sagleyos

Top hashtags:
#covid19
#remdesivir
#coronavirus
#مشاريع_مصر
#cancer
#bcg
#china
#covid
#openaccess

Description:
Description
The graph represents a network of 5,419 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, 02 May 2020 at 01:09 UTC.

The requested start date was Saturday, 02 May 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 1-day, 3-hour, 30-minute period from Thursday, 30 April 2020 at 12:33 UTC to Friday, 01 May 2020 at 16:04 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 : 5419
Unique Edges : 2816
Edges With Duplicates : 8688
Total Edges : 11504
Number of Edge Types : 5
Retweet : 4013
MentionsInRetweet : 4959
Tweet : 667
Mentions : 1498
Replies to : 367
Self-Loops : 691
Reciprocated Vertex Pair Ratio : 0.0115273775216138
Reciprocated Edge Ratio : 0.0227920227920228
Connected Components : 541
Single-Vertex Connected Components : 256
Maximum Vertices in a Connected Component : 3953
Maximum Edges in a Connected Component : 9311
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.531487
Graph Density : 0.000215189694927225
Modularity : 0.510626
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 5,419 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, 02 May 2020 at 01:09 UTC.

The requested start date was Saturday, 02 May 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 1-day, 3-hour, 30-minute period from Thursday, 30 April 2020 at 12:33 UTC to Friday, 01 May 2020 at 16:04 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:
[170] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)31017-5/fulltext
[160] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931022-9%2Ffulltext&rc=0
[37] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931022-9%2Ffulltext%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[31] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930287-5%2Ffulltext&rc=0
[30] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930933-8%2Ffulltext&rc=0
[25] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930983-1%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[21] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931017-5%2Ffulltext&rc=0
[20] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930970-3%2Ffulltext&rc=0
[19] https://twitter.com/TheLancet/status/1255513005506215936
[17] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931025-4%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0

Top URLs in Tweet in G1:
[9] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931022-9%2Ffulltext%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931022-9%2Ffulltext&rc=0
[2] https://twitter.com/lano1106/status/1255868170402963457
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2811%2970065-2%2Ffulltext&rc=0
[1] http://www.leparisien.fr/societe/sante/coronavirus-l-antiviral-remdesivir-a-t-il-vraiment-donne-des-resultats-positif-29-04-2020-8308269.php
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2806%2970361-9%2Ffulltext&rc=0

Top URLs in Tweet in G2:
[14] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931022-9%2Ffulltext&rc=0
[8] https://www.thebodypro.com/article/public-health-experts-journalists-must-temper-expectations-remdesivir-covid-19-treatment?ap=2008
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931026-6%2Ffulltext&rc=0
[5] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)30530-4/fulltext?utm_campaign=comment20&utm_content=128282992&utm_medium=social&utm_source=twitter&hss_channel=tw-27013292
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140-6736%2820%2931024-2&rc=0
[5] http://Brief19.com
[4] https://twitter.com/TheLancet/status/1255513005506215936
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931025-4%2Ffulltext&rc=0
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931022-9%2Ffulltext%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930287-5%2Ffulltext&rc=0

Top URLs in Tweet in G3:
[8] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)31017-5/fulltext
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930744-3%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930940-5%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanchi%2Farticle%2FPIIS2352-4642%2820%2930130-9%2Ffulltext&rc=0
[2] https://twitter.com/TheLancet/status/1256171736795680768
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931017-5%2Ffulltext&rc=0
[1] https://www.sciencedirect.com/science/article/pii/S0140673620309405
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930984-3%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanpub%2Farticle%2FPIIS2468-2667%2820%2930086-4%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930940-5%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0

Top URLs in Tweet in G4:
[149] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)31017-5/fulltext
[8] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931017-5%2Ffulltext&rc=0
[3] https://twitter.com/richardhorton1/status/1256083379268829184
[2] https://news.cgtn.com/news/2020-05-01/Useless-incorrect-to-blame-China-for-COVID-19-origin-Lancet-expert-Q93DwqFYIg/index.html
[2] https://www.youtube.com/watch?v=J5dSUG3gYk8&feature=youtu.be

[2] https://www.youtube.com/watch?v=vA5IFA3NUEc&feature=youtu.be

[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931017-5%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[1] https://www-bloomberg-com.cdn.ampproject.org/v/s/www.bloomberg.com/amp/news/articles/2019-08-23/death-from-mystery-lung-ailment-heightens-alarm-over-vaping?usqp=mq331AQFKAGwASA%3D&_js_v=0.1
[1] https://www-bloomberg-com.cdn.ampproject.org/v/s/www.bloomberg.com/amp/news/articles/2019-09-25/vaping-illness-signs-were-missed-or-ignored?usqp=mq331AQFKAGwASA%3D&_js_v=0.1
[1] https://broradio.fm/sky-news/china-has-refused-repeated-requests-by-the-world-health-organisation-to-take-part-in-investigations-into-the-origins-of-covid-19-the-who-representative-in-china-has-told-sky-news/

Top URLs in Tweet in G5:
[36] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931022-9%2Ffulltext&rc=0
[9] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930983-1%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanpsy%2Farticle%2FPIIS2215-0366%2820%2930171-1%2Ffulltext%3Ffbclid%3DIwAR2L2AWYsUJ1QRnMkR1A3rVPXlNepLlCzmrX9O8RDhblQ3P7pFfg6_UQ93E&rc=0
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931016-3%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931022-9%2Ffulltext%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930985-5%2Ffulltext&rc=0
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931017-5%2Ffulltext&rc=0
[5] https://twitter.com/TheLancet/status/1256171736795680768
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931025-4%2Ffulltext&rc=0
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140-6736%2820%2931024-2&rc=0

Top URLs in Tweet in G6:
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931022-9%2Ffulltext&rc=0
[1] https://twitter.com/rmcinfo/status/1255757424058925057
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/coronavirus-quelles-sont-les-relations-entre-karine-lacombe-accusee-d-etre-hostile-au-professeur-raoult-et-les-laboratoires_3894695.html
[1] https://twitter.com/RMCinfo/status/1255741642243559424
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931022-9%2Ffulltext%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[1] https://twitter.com/rmcinfo/status/1255741642243559424

Top URLs in Tweet in G7:
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930983-1%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931022-9%2Ffulltext&rc=0

Top URLs in Tweet in G8:
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931022-9%2Ffulltext&rc=0

Top URLs in Tweet in G9:
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930922-3%2Ffulltext%3Futm_campaign%3Dtlcoronavirus20%26utm_content%3D127040366%26utm_medium%3Dsocial%26utm_source%3Dtwitter%26hss_channel%3Dtw-27013292&rc=0
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)31017-5/fulltext

Top URLs in Tweet in G10:
[5] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)31017-5/fulltext
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930461-X%2Ffulltext&rc=0
[2] https://www.thelancet.com/action/showPdf?pii=S0140-6736%2820%2931025-4
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931025-4%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931022-9%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanglo%2Farticle%2FPIIS2214-109X%2820%2930212-6%2Ffulltext&rc=0
[2] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(20)30104-2/fulltext
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanglo%2Farticle%2FPIIS2214-109X%2820%2930134-0%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930763-7%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Febiom%2Farticle%2FPIIS2352-3964%2816%2930321-8%2Ffulltext&rc=0

Top Domains
Top Domains in Tweet in Entire Graph:
[1075] elsevierhealth.com
[295] thelancet.com
[129] twitter.com
[14] nih.gov
[8] youtube.com
[8] thebodypro.com
[8] bit.ly
[8] drugtargetreview.com
[8] hubs.ly
[7] linkedin.com

Top Domains in Tweet in G1:
[14] elsevierhealth.com
[2] twitter.com
[1] leparisien.fr

Top Domains in Tweet in G2:
[80] elsevierhealth.com
[36] thelancet.com
[31] twitter.com
[8] thebodypro.com
[7] hubs.ly
[5] nih.gov
[5] brief19.com
[2] emcrit.org
[2] ac.uk
[2] nytimes.com

Top Domains in Tweet in G3:
[15] elsevierhealth.com
[8] thelancet.com
[2] twitter.com
[1] sciencedirect.com

Top Domains in Tweet in G4:
[149] thelancet.com
[14] elsevierhealth.com
[8] youtube.com
[4] twitter.com
[2] cgtn.com
[2] ampproject.org
[1] broradio.fm
[1] relx.com

Top Domains in Tweet in G5:
[256] elsevierhealth.com
[26] twitter.com
[13] thelancet.com
[6] linkedin.com
[2] cdc.gov
[2] sciencemag.org
[2] worldometers.info
[1] pnas.org
[1] biorxiv.org
[1] asm.org

Top Domains in Tweet in G6:
[5] elsevierhealth.com
[3] twitter.com
[1] francetvinfo.fr

Top Domains in Tweet in G7:
[2] elsevierhealth.com

Top Domains in Tweet in G8:
[5] elsevierhealth.com

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

Top Domains in Tweet in G10:
[20] elsevierhealth.com
[15] thelancet.com
[3] twitter.com
[1] theguardian.com
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[681] covid19
[185] remdesivir
[36] coronavirus
[36] مشاريع_مصر
[31] cancer
[25] bcg
[23] china
[23] covid
[20] openaccess
[16] vaccine



Top Hashtags in Tweet in G1:
[7] thelancet
[5] covid19
[4] remdesivir
[3] gilead
[2] france

Top Hashtags in Tweet in G2:
[303] covid19
[121] remdesivir
[11] openaccess
[8] thebodypro
[7] coronavirus
[7] china
[7] drc
[7] covid
[6] haemonc_group
[6] congo

Top Hashtags in Tweet in G3:
[13] covid19
[2] inequality
[1] buildbackbetter
[1] sdoh
[1] covid__19
[1] remdesivir
[1] health
[1] social
[1] structuralviolence

Top Hashtags in Tweet in G4:
[39] covid19
[15] coronavirus
[11] china
[3] covid
[1] lockdown
[1] nato
[1] sdgs
[1] testtraceisolate
[1] globalhealth
[1] fridaythoughts

Top Hashtags in Tweet in G5:
[31] covid19
[9] cancer
[6] sarscov2
[6] pandemic
[5] covid
[5] oncology
[4] remdesivir
[4] covid_19
[4] care
[3] vaccine

Top Hashtags in Tweet in G6:
[7] remdesevir
[7] covid19
[7] karinelacombe
[1] gilead

Top Hashtags in Tweet in G7:
[2] remdesivir
[1] covid

Top Hashtags in Tweet in G10:
[29] covid19
[20] bcg
[7] nsevac
[4] healthliteracy
[4] infodemic
[3] remdesivir
[3] qualitative
[3] covid__19
[3] coronavirus
[2] covid

Top Words
Top Words in Tweet in Entire Graph:
[1857] Words in Sentiment List#1: Positive
[4255] Words in Sentiment List#2: Negative
[404] Words in Sentiment List#3: Angry/Violent
[107580] Non-categorized Words
[113692] Total Words
[1772] remdesivir
[1168] lancet
[1117] covid
[995] thelancet
[942] 19

Top Words in Tweet in G1:
[797] remdesivir
[795] lancet
[784] raoult_didier
[606] publiée
[594] efficacité
[592] conclut
[592] non
[591] deux
[591] études
[591] ont

Top Words in Tweet in G2:
[656] thelancet
[303] #covid19
[178] patients
[151] trial
[139] remdesivir
[121] #remdesivir
[115] first
[106] research
[105] randomised
[88] critically

Top Words in Tweet in G3:
[736] society
[380] michaelmarmot
[375] pandemic
[370] inequality
[370] inequalities
[369] slow
[369] burn
[367] exposes
[367] underlying
[367] lead

Top Words in Tweet in G4:
[304] crisis
[300] richardhorton1
[167] covid
[165] 19
[161] health
[153] life
[150] itself
[148] concerning
[109] cgtnofficial
[88] thelancet

Top Words in Tweet in G5:
[124] 19
[123] covid
[72] lancet
[48] health
[41] remdesivir
[31] #covid19
[30] global
[27] trial
[24] study
[22] severe

Top Words in Tweet in G6:
[233] remdesivir
[201] effets
[201] secondaires
[200] molécule
[200] inefficace
[200] aux
[199] cette
[199] chère
[199] lourds
[199] donc

Top Words in Tweet in G7:
[201] 19
[201] nuevo
[201] contrato
[201] salud
[200] pandemia
[200] covid
[200] debe
[200] dejar
[200] social
[200] vida

Top Words in Tweet in G8:
[119] remdesivir
[118] treatment
[118] update
[118] first
[118] antiviral
[118] drug
[118] fda
[118] approval
[118] covid
[118] salient

Top Words in Tweet in G9:
[115] beat
[115] virus
[115] without
[115] addressing
[115] potential
[115] differential
[115] impact
[115] coronavirus
[115] racial
[115] ethnic

Top Words in Tweet in G10:
[49] thelancet
[31] drtedros
[29] #covid19
[27] 19
[26] covid
[21] vaccine
[20] #bcg
[19] reduce
[18] until
[17] important

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[924] covid,19
[630] publiée,lancet
[625] lancet,conclut
[625] conclut,non
[625] non,efficacité
[624] deux,études
[624] études,remdesivir
[624] remdesivir,ont
[624] ont,apporté
[624] apporté,leurs

Top Word Pairs in Tweet in G1:
[596] publiée,lancet
[592] lancet,conclut
[592] conclut,non
[592] non,efficacité
[591] deux,études
[591] études,remdesivir
[591] remdesivir,ont
[591] ont,apporté
[591] apporté,leurs
[591] leurs,résultats

Top Word Pairs in Tweet in G2:
[89] randomised,trial
[89] thelancet,research
[88] critically,ill
[88] ill,#covid19
[86] research,first
[86] first,randomised
[86] trial,#remdesivir
[86] #remdesivir,hospitalised
[86] hospitalised,patients
[86] patients,critically

Top Word Pairs in Tweet in G3:
[369] society,slow
[369] slow,burn
[369] burn,inequality
[367] inequality,pandemic
[367] pandemic,exposes
[367] exposes,underlying
[367] underlying,inequalities
[367] inequalities,society
[367] society,lead
[366] michaelmarmot,society

Top Word Pairs in Tweet in G4:
[165] covid,19
[153] health,crisis
[150] crisis,life
[149] life,itself
[148] 19,crisis
[148] crisis,concerning
[148] concerning,health
[147] richardhorton1,covid
[58] richard,horton
[51] richardhorton1,richard

Top Word Pairs in Tweet in G5:
[119] covid,19
[20] severe,covid
[17] sars,cov
[16] placebo,controlled
[16] remdesivir,adults
[16] adults,severe
[16] 19,randomised
[15] randomised,double
[15] double,blind
[15] blind,placebo

Top Word Pairs in Tweet in G6:
[201] effets,secondaires
[200] aux,effets
[199] remdesivir,cette
[199] cette,molécule
[199] molécule,chère
[199] chère,inefficace
[199] inefficace,aux
[199] secondaires,lourds
[199] lourds,donc
[199] donc,prometteuse

Top Word Pairs in Tweet in G7:
[201] nuevo,contrato
[200] pandemia,covid
[200] covid,19
[200] 19,debe
[200] debe,dejar
[200] dejar,nuevo
[200] contrato,social
[200] social,salud
[200] salud,vida
[200] vida,sean

Top Word Pairs in Tweet in G8:
[118] treatment,update
[118] update,remdesivir
[118] remdesivir,first
[118] first,antiviral
[118] antiviral,drug
[118] drug,fda
[118] fda,approval
[118] approval,covid
[118] covid,salient
[118] salient,features

Top Word Pairs in Tweet in G9:
[115] beat,virus
[115] virus,without
[115] without,addressing
[115] addressing,potential
[115] potential,differential
[115] differential,impact
[115] impact,coronavirus
[115] coronavirus,racial
[115] racial,ethnic
[115] ethnic,minorities

Top Word Pairs in Tweet in G10:
[26] covid,19
[19] vaccine,reduce
[14] #bcg,vaccine
[13] thelancet,curtis
[13] curtis,sparrow
[13] sparrow,drtedros
[13] drtedros,netea
[13] netea,explain
[13] explain,until
[13] until,completion

Top Replied-To
Top Replied-To in Entire Graph:
@cgtnofficial
@thelancet
@jamestodaromd
@globaltimesnews
@michaelmarmot
@bubbalouis
@zulmacucunuba
@amateuraconteur
@patricioauthor2
@soujornsolace

Top Replied-To in G1:
@bfmtv
@ctvnews
@juliansrum
@kevinenhart
@noahshachtman

Top Replied-To in G2:
@thelancet
@jamestodaromd
@globaltimesnews
@amateuraconteur
@argaizr
@docjosiahboone
@jerryhicksunite
@marcvs_avrelivs
@richardbj1
@jordanschachtel

Top Replied-To in G3:
@michaelmarmot
@lindapedia
@adamjkucharski
@nabeelaakh

Top Replied-To in G4:
@cgtnofficial
@bubbalouis
@patricioauthor2
@soujornsolace
@richardhorton1
@paulfrail
@lynnzoro
@arthurcassiano
@rokhsanafiaz
@africasacountry

Top Replied-To in G6:
@charlat_anne

Top Replied-To in G8:
@drhuerta
@doctormacias
@doctormosqueda

Top Replied-To in G10:
@healthfininst
@eileeniorio
@who
@drtedros
@craigdavidson85

Top Mentioned
Top Mentioned in Entire Graph:
@thelancet
@raoult_didier
@michaelmarmot
@richardhorton1
@poulin2012
@doctormacias
@faheemyounus
@ginasue
@cgtnofficial
@juliomayol

Top Mentioned in G1:
@raoult_didier
@aragon_jb
@medicalfollower
@bfmtv
@poulin2012
@ntwolfmother
@dad_zibao
@teppdude
@thelancet
@smartdiaspora

Top Mentioned in G2:
@thelancet
@jamestodaromd
@c_althaus
@carlosdelrio7
@globalphobserv
@bodyprohiv
@shamikaravi
@gmb
@globaltimesnews
@oxfordmedsci

Top Mentioned in G3:
@michaelmarmot
@thelancet
@richardhorton1
@kentbuse
@kemohure
@empanajean
@mendoncapen
@jocalynclark
@enamhaque31
@drsicchia

Top Mentioned in G4:
@richardhorton1
@thelancet
@cgtnofficial
@ayo_wahlberg
@rokhsanafiaz
@pickersgillm
@africasacountry
@relxhq
@michaelmarmot
@somatosphere

Top Mentioned in G5:
@eduardtoledano
@michl_flynn
@dyannleroy
@erlesen
@mesmitch

Top Mentioned in G6:
@poulin2012
@raoult_didier
@idrissaberkane
@poxxk
@myriamthou
@paradismireille

Top Mentioned in G7:
@doctormacias
@snamendys
@thelancet

Top Mentioned in G8:
@faheemyounus
@raoult_didier
@juventusfces
@rppnoticias
@dranthonyf

Top Mentioned in G9:
@ginasue
@richardhorton1

Top Mentioned in G10:
@thelancet
@who
@drtedros
@lancetgh
@paimadhu
@nigeltwitt
@alexandraphelan
@healthfininst
@gyamey
@stabellbenn

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@marcodacostafx
@immoralreport
@revolution_fr
@akane_kawahata
@citrus_kyoto
@paxnostrum
@singulith
@k_sob
@daily_express

Top Tweeters in G1:
@mariabadin18
@bfmtv
@stefanversac
@teppdude
@philippe_fqsp
@cvassiviere
@diamantlugo
@domjdom
@franckylarafale
@mi1789

Top Tweeters in G2:
@koudaiin
@trigorosa
@jsnyder555
@nytimes
@marinaretour
@s_ersea_shipsco
@noadanioz
@melissasweetdr
@sameihuda
@saudi_pharma_07

Top Tweeters in G3:
@curiocat13
@milkteaemon
@golwgymor
@freespeechlover
@mwt2008
@flipcritic
@rdgresident
@cheerfulmadness
@syawal
@kemohure

Top Tweeters in G4:
@marcodacostafx
@kimvie
@staircase2
@mutalabala
@ft
@lekh27
@philrandal
@alvarodebazan2
@illi4141
@drwintadd

Top Tweeters in G5:
@dr_shibley
@riocampos
@mesmitch
@pasokongal
@dnauerbach13
@jlboul
@dyannleroy
@missdoodlezdj
@izzraifharz
@bouche_bee

Top Tweeters in G6:
@bonsoirmichel
@lunace2pama
@elisahk92
@minilicorne69
@citoyenne_terre
@gadyle
@canaloblik
@yvespdb
@4litanglilou67
@s1a2m3o4u5

Top Tweeters in G7:
@mariacabadas
@aldotomis
@fabek03
@diezmartinez
@vivirsinalergia
@kleliasilva
@paranoid_360
@vigilantesv
@carlosetorres_
@gabrielgtzg

Top Tweeters in G8:
@monty_chadha
@raisinaseries
@rppnoticias
@godandthebear
@jraimz
@haaanyaar
@rae_von
@haer1109_
@rezhasan
@stillbigo

Top Tweeters in G9:
@dichristine
@paxnostrum
@ungubunugu1274
@riskyliberal
@waweru
@lizditz
@miss_placed_
@nikitakitty
@cunningham_cch
@reagangomez

Top Tweeters in G10:
@immoralreport
@blanketcrap
@bivi_17
@anzers
@redboybroken
@wmn4srvl
@apiwenuwen
@collectables66
@drkynast
@adoraadoreher


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