@LancetInfDis - remapped, Twitter, 6/20/2020 11:40:48 AM, 229622


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NodeXL Twitter @LancetInfDis - remapped Saturday, 20 June 2020 at 10:45 UTC
NodeXL Twitter @LancetInfDis - remapped Saturday, 20 June 2020 at 10:45 UTC
From:
scotpublichealth
Uploaded on:
June 20, 2020
Short Description:
@LancetInfDis - remapped via NodeXL https://bit.ly/2V4upAu
@thelancetinfdis
@thelancet
@gmacscotland
@lancetgastrohep
@lancetdigitalh
@lancetrespirmed
@who
@thelancethiv
@lancetgh
@erictopol

Top hashtags:
#covid19
#hiv
#tuberculosis
#ebola
#amr
#malaria
#coronavirus

Description:
Description
The graph represents a network of 1,102 Twitter users whose recent tweets were included in a list (@LancetInfDis - remapped) of 3200 tweet IDs, or who were replied to or mentioned in those tweets. 3200 out of 3200 tweets were collected. The network was obtained from Twitter on Saturday, 20 June 2020 at 11:03 UTC.

The tweets in the network were tweeted over the 799-day, 12-hour, 1-minute period from Wednesday, 11 April 2018 at 10:43 UTC to Thursday, 18 June 2020 at 22:45 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 : 1102
Unique Edges : 1821
Edges With Duplicates : 5647
Total Edges : 7468
Self-Loops : 1797
Reciprocated Vertex Pair Ratio : 0.0849927149101506
Reciprocated Edge Ratio : 0.156669650850492
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1102
Maximum Edges in a Connected Component : 7468
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.994794
Graph Density : 0.00184125634013626
Modularity : 0.161031
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,102 Twitter users whose recent tweets were included in a list (@LancetInfDis - remapped) of 3200 tweet IDs, or who were replied to or mentioned in those tweets. 3200 out of 3200 tweets were collected. The network was obtained from Twitter on Saturday, 20 June 2020 at 11:03 UTC.

The tweets in the network were tweeted over the 799-day, 12-hour, 1-minute period from Wednesday, 11 April 2018 at 10:43 UTC to Thursday, 18 June 2020 at 22:45 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 : TwitterIDList
Graph Term : @LancetInfDis - remapped
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[23] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Fissue%2Fcurrent&rc=0
[21] https://www.thelancet.com/gastrohep
[13] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanonc%2Fissue%2Fcurrent&rc=0
[12] https://www.ijidonline.com/
[12] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanplh%2Fissue%2Fcurrent&rc=0
[11] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fcoronavirus&rc=0
[10] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanglo%2Fissue%2Fcurrent&rc=0
[10] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanpub%2Fissue%2Fcurrent&rc=0
[9] https://www.thelancet.com/for-authors?utm_campaign=exhibits19&utm_source=twitter&utm_medium=social
[8] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flangas%2Fhome&rc=0

Top URLs in Tweet in G1:
[23] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Fissue%2Fcurrent&rc=0
[10] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fcoronavirus&rc=0
[10] https://www.thelancet.com/gastrohep
[6] https://www.ijidonline.com/
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2818%2930482-1%2Ffulltext&rc=0
[4] http://info.thelancet.com/pandemic-flu-100?utm_campaign=pandemicflu100&utm_source=twitter&utm_medium=social
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flangas%2Fhome&rc=0
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930243-7%2Ffulltext&rc=0
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanpub%2Fissue%2Fcurrent&rc=0
[4] https://www.eccmidlive.org/

Top URLs in Tweet in G2:
[12] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanonc%2Fissue%2Fcurrent&rc=0
[11] https://www.thelancet.com/gastrohep
[10] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanglo%2Fissue%2Fcurrent&rc=0
[10] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanplh%2Fissue%2Fcurrent&rc=0
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanhiv%2Fhome&rc=0
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanpub%2Fissue%2Fcurrent&rc=0
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flangas%2Fhome&rc=0
[4] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(20)30243-7/fulltext?utm_campaign=tlcoronavirus20&utm_source=twitter&utm_medium=social
[4] https://www.thelancet.com/journals/langlo/blog
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanpub%2Fhome&rc=0

Top URLs in Tweet in G3:
[2] https://wakelet.com/wake/f59da77e-e442-4177-862a-e1a45743cc2e
[1] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(18)30011-2/fulltext
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193709
[1] https://www.dropbox.com/s/z6oc4bk5kqqe21v/twitonomy_eccmid2019%20day%203_search_analytics.pdf?dl=0
[1] http://www.twitonomy.com/map.php?id=la7z0g
[1] https://www.symplur.com/healthcare-hashtags/eccmid2018/analytics/?hashtag=eccmid2018&fdate=4%2F16%2F2018&shour=12&smin=40&tdate=4%2F24%2F2018&thour=12&tmin=40
[1] http://analytics.followthehashtag.com/keep-calm.html
[1] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=149291
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=148970
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2818%2930648-0%2Ffulltext&rc=0

Top URLs in Tweet in G4:
[4] https://www.thelancet.com/journals/laneur/issue/current
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaneur%2Fissue%2Fcurrent&rc=0
[1] https://m.facebook.com/story.php?story_fbid=1921703084507778&id=1805773306100757
[1] https://us-central1-wassup-165700.cloudfunctions.net/covid_georedirect
[1] https://twitter.com/WHO/status/1229794193020723202?s=20
[1] https://www.who.int/emergencies/ten-threats-to-global-health-in-2019
[1] https://www.theglobalfund.org/en/news/2019-10-10-global-fund-donors-pledge-usd14-billion-in-fight-to-end-epidemics/
[1] https://www.thelancet.com/pb-assets/Lancet/pdfs/S0140673620301549.pdf
[1] https://www.biorxiv.org/content/10.1101/2020.01.25.919787v1
[1] https://www.gatesnotes.com/Health/Mosquito-Week-2018?platform=hootsuite

Top URLs in Tweet in G5:
[6] https://www.ijidonline.com/
[4] https://na.eventscloud.com/icid2020
[3] https://www.ijaaonline.com/
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.clinicalmicrobiologyandinfection.com%2F&rc=0
[2] https://www.clinicalmicrobiologyandinfection.com/
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.journalofinfection.com%2F&rc=0
[2] https://www.journalofinfection.com/
[2] https://www.icid.isid.org/abstracts
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ijidonline.com%2Fcurrent&rc=0
[1] https://bitly.com/

Top URLs in Tweet in G6:
[1] https://ccdd.hsph.harvard.edu/will-covid-19-go-away-on-its-own-in-warmer-weather/
[1] https://www.cidrap.umn.edu/news-perspective/2020/01/wuhan-ncov-outbreak-quadruples-spreads-within-china
[1] https://www.washingtonpost.com/opinions/the-us-is-funding-dangerous-experiments-it-doesnt-want-you-to-know-about/2019/02/27/5f60e934-38ae-11e9-a2cd-307b06d0257b_story.html?noredirect=on&utm_term=.5e94a262cd2e
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930243-7%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS1473-3099%252820%252930257-7&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS1473-3099%252820%252930176-6&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930191-2%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS1473-3099%252820%252930162-6&rc=0
[1] https://www.sciencemag.org/news/2020/04/how-does-coronavirus-kill-clinicians-trace-ferocious-rampage-through-body-brain-toes#
[1] https://ft.trib.al/MSqtFmz

Top URLs in Tweet in G7:
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Fissue%2Fcurrent&rc=0
[4] https://www.thelancet.com/series/bronchiectasis?utm_campaign=bronch18&utm_source=twitter&utm_medium=social
[3] http://info.thelancet.com/pandemic-flu-100?utm_campaign=pandemicflu100&utm_source=twitter&utm_medium=social
[3] http://k4.ersnet.org/prod/v2/Front/Preview/Session?e=90&session=7395&utm_campaign=bronch18&utm_source=twitter&utm_medium=social
[2] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(19)30367-4/fulltext
[2] https://www.thelancet.com/journals/lanres/issue/current
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2818%2930236-4%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2818%2930235-2%2Ffulltext&rc=0
[2] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(18)30108-5/fulltext
[2] http://www.thelancet.com/journals/lanres/issue/vol6no4/PIIS22132600(18)X0004-6?utm_campaign=exhibits18&utm_source=twitter&utm_medium=social

Top URLs in Tweet in G8:
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(19)30001-5/fulltext
[1] https://www.thelancet.com/doi/story/10.1016/audio.2018.06.20.107147
[1] https://www.sciencedirect.com/science/article/pii/S1473309920300633
[1] https://www.chp.gov.hk/files/pdf/statistics_of_the_cases_novel_coronavirus_infection.pdf
[1] https://www.statnews.com/2020/01/21/cdc-expected-to-detail-first-u-s-case-of-novel-virus-spreading-in-china/
[1] https://www.statnews.com/2020/01/08/who-says-mysterious-illness-in-china-likely-being-caused-by-new-virus?utm_content=buffer5874a&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[1] https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2018.23.37.1700802
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2818%2931668-4%2Ffulltext&rc=0
[1] https://www.teachepi.org/wp-content/uploads/OldTE/documents/courses/fundamentals/Pai_Lecture_15_Ecologic%20studies.pdf
[1] https://docs.google.com/forms/d/e/1FAIpQLSdpJQkzY1YtrFjBlbLJN4taAfsgXrULVZYyNIuMCP_VOAda2w/viewform

Top URLs in Tweet in G9:
[2] https://en.wikipedia.org/wiki/2019%E2%80%9320_Wuhan_coronavirus_outbreak
[1] https://www.nytimes.com/2019/03/06/opinion/vaccines-autism-flu.html
[1] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(19)30291-9/fulltext
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930317-0%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930248-6%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930160-2%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2819%2930297-X%2Ffulltext&rc=0
[1] https://blogs.jwatch.org/hiv-id-observations/index.php/a-highly-subjective-guide-to-clinically-important-infections-that-have-changed-names/2019/06/02/
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930005-0%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2819%2930522-5%2Ffulltext&rc=0

Top URLs in Tweet in G10:
[4] https://reflectionsipc.com/
[3] https://www.ecdc.europa.eu/en/novel-coronavirus-china
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2818%2930605-4%2Ffulltext&rc=0
[2] https://www.reactgroup.org/news-and-views/news-and-opinions/year-2019/open-letter-to-un-member-states-from-former-iacg-members-anthony-so-and-otto-cars/
[1] https://www.wgsa.net/eurogasp2013
[1] https://twitter.com/TheLancetInfDis/status/996520558354485251
[1] https://twitter.com/ECDC_Outbreaks/status/1224651889566011393
[1] https://www.ecdc.europa.eu/en/publications-data/rapid-risk-assessment-coronavirus-disease-2019-covid-19-pandemic-ninth-update
[1] https://twitter.com/ECDC_Outbreaks/status/1227947975504269312
[1] https://www.ecdc.europa.eu/en/geographical-distribution-2019-ncov-cases

Top Domains
Top Domains in Tweet in Entire Graph:
[1710] elsevierhealth.com
[802] thelancet.com
[212] twitter.com
[40] elsevier.com
[36] sciencedirect.com
[27] selectminds.com
[20] who.int
[19] ac.uk
[17] ijidonline.com
[14] co.uk

Top Domains in Tweet in G1:
[1255] elsevierhealth.com
[170] thelancet.com
[119] twitter.com
[14] sciencedirect.com
[12] ac.uk
[11] co.uk
[8] trib.al
[7] theguardian.com
[7] sciencemag.org
[7] ijidonline.com

Top Domains in Tweet in G2:
[448] thelancet.com
[298] elsevierhealth.com
[42] twitter.com
[20] selectminds.com
[9] who.int
[6] buzzsprout.com
[6] healthdata.org
[5] malariaeradicationcommission.com
[5] elsevier.com
[5] gov.uk

Top Domains in Tweet in G3:
[8] elsevierhealth.com
[4] twitter.com
[3] nodexlgraphgallery.org
[2] wakelet.com
[2] thelancet.com
[2] symplur.com
[2] umn.edu
[2] gov.uk
[1] dropbox.com
[1] twitonomy.com

Top Domains in Tweet in G4:
[9] twitter.com
[9] thelancet.com
[6] elsevierhealth.com
[3] who.int
[3] europa.eu
[2] foreignpolicy.com
[1] facebook.com
[1] cloudfunctions.net
[1] theglobalfund.org
[1] biorxiv.org

Top Domains in Tweet in G5:
[19] elsevier.com
[15] sciencedirect.com
[10] ijidonline.com
[8] elsevierhealth.com
[7] thelancet.com
[6] isid.org
[4] eventscloud.com
[3] ijaaonline.com
[3] twitter.com
[3] editorialmanager.com

Top Domains in Tweet in G6:
[7] elsevierhealth.com
[7] twitter.com
[7] github.io
[3] sciencemag.org
[2] wellcomeopenresearch.org
[1] harvard.edu
[1] umn.edu
[1] washingtonpost.com
[1] trib.al
[1] epiforecasts.io

Top Domains in Tweet in G7:
[70] thelancet.com
[41] elsevierhealth.com
[4] ersnet.org
[1] scopus.com
[1] elsevier.com
[1] astmh.org
[1] twitter.com
[1] cnn.com
[1] theverge.com
[1] medicalxpress.com

Top Domains in Tweet in G8:
[8] elsevierhealth.com
[3] thelancet.com
[3] statnews.com
[2] eurosurveillance.org
[1] sciencedirect.com
[1] gov.hk
[1] teachepi.org
[1] google.com
[1] who.int
[1] sciencemag.org

Top Domains in Tweet in G9:
[6] elsevierhealth.com
[2] wikipedia.org
[1] nytimes.com
[1] thelancet.com
[1] jwatch.org
[1] asm.org
[1] nih.gov
[1] who.int

Top Domains in Tweet in G10:
[8] elsevierhealth.com
[6] twitter.com
[6] reflectionsipc.com
[5] europa.eu
[3] reactgroup.org
[2] sciencedirect.com
[1] wgsa.net
[1] theelders.org
[1] nih.gov
[1] edu.mt

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[675] covid19
[225] hiv
[173] tuberculosis
[143] ebola
[134] amr
[129] malaria
[106] coronavirus
[92] tb
[90] openaccess
[87] eccmid2018



Top Hashtags in Tweet in G1:
[415] covid19
[133] tuberculosis
[121] hiv
[106] ebola
[102] amr
[97] malaria
[63] coronavirus
[61] tb
[60] eccmid2018
[51] influenza

Top Hashtags in Tweet in G2:
[164] covid19
[83] hiv
[40] hepc
[38] nohep
[25] openaccess
[23] ebola
[22] malaria
[20] coronavirus
[20] tuberculosis
[19] sarscov2

Top Hashtags in Tweet in G3:
[11] eccmid2019
[10] eccmid2018
[6] idtwitter
[4] covid19
[3] antimicrobialstewardship
[3] infectiousdiseases
[2] antibiotics
[1] eccmid2017
[1] socmed
[1] nodexl

Top Hashtags in Tweet in G4:
[9] covid19
[6] ncov2019
[4] epidemicsgoviral
[4] mmsannual
[4] alzheimers
[4] stroke
[3] malaria
[3] readytobeatmalaria
[3] coronavirus
[3] multiplesclerosis

Top Hashtags in Tweet in G5:
[18] infectiousdiseases
[17] infection
[12] openaccess
[9] icid2020
[8] onehealth
[7] antibiotics
[7] amr
[6] microbiology
[6] ijid
[5] tb

Top Hashtags in Tweet in G6:
[12] covid19
[3] sarscov2
[1] idweek2018
[1] deborahbirx

Top Hashtags in Tweet in G7:
[23] covid19
[14] tuberculosis
[12] tb
[10] influenza
[7] sarscov2
[7] erscongress
[6] eccmid2018
[6] cysticfibrosis
[5] pneumonia
[5] pandemicflu

Top Hashtags in Tweet in G8:
[3] ncov2019
[3] covid_19
[3] idweek2019
[3] whyivaccinate
[2] coronavirus
[2] idweek2018
[1] influenza
[1] china
[1] wuhan
[1] hepatitisa

Top Hashtags in Tweet in G9:
[2] coronavirus
[1] epidemicsgoviral
[1] vaccineswork
[1] ebola
[1] drc
[1] fungalawarenessweek
[1] srilanka
[1] cambodia
[1] ncov2019
[1] russian

Top Hashtags in Tweet in G10:
[6] handhygiene
[5] covid19
[4] amr
[4] eccmid2019
[3] infectionprevention
[2] iipw
[2] safehands
[2] eccmid2018
[2] stakeholders
[2] supportnursesandmidwives

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:
[1110] new
[504] #covid19
[407] thelancetinfdis
[359] thelancet
[335] comment
[319] issue
[313] online
[307] study
[300] health
[280] more

Top Words in Tweet in G2:
[393] new
[167] health
[163] #covid19
[127] issue
[110] more
[99] research
[97] now
[86] thelancet
[83] #hiv
[82] lancet

Top Words in Tweet in G3:
[22] thelancetinfdis
[14] escmid
[11] #eccmid2019
[10] #eccmid2018
[7] cmi
[7] new
[6] #idtwitter
[5] day
[5] tweets
[5] tweeters

Top Words in Tweet in G4:
[15] health
[13] now
[13] more
[11] world
[10] new
[9] #covid19
[9] global
[9] issue
[7] billgates
[7] cases

Top Words in Tweet in G5:
[49] journal
[35] now
[31] available
[28] clinical
[27] infectious
[25] international
[24] diseases
[24] new
[24] infection
[23] 2018

Top Words in Tweet in G6:
[14] covid
[14] 1
[12] #covid19
[11] 19
[7] analysis
[6] transmission
[6] data
[6] measures
[6] uk
[5] virus

Top Words in Tweet in G7:
[38] new
[25] issue
[23] #covid19
[21] here
[18] read
[15] patients
[14] content
[14] now
[14] #tuberculosis
[12] more

Top Words in Tweet in G8:
[11] thelancetinfdis
[7] tb
[5] novel
[5] global
[5] care
[5] tuberculosis
[4] virus
[4] china
[4] please
[4] health

Top Words in Tweet in G9:
[5] thelancetinfdis
[4] 1
[4] cdcgov
[4] more
[4] now
[4] 2
[3] vaccinated
[3] media
[3] cov
[3] sars

Top Words in Tweet in G10:
[14] thelancetinfdis
[9] infections
[8] 1
[7] cases
[7] study
[6] europe
[6] new
[6] health
[6] #handhygiene
[5] today

Top Word Pairs
Top Word Pairs in Tweet in G2:
[191] issue,now
[119] now,live
[106] public,health
[97] new,comment
[96] new,research
[75] new,correspondence
[65] new,thelancethiv
[63] now,online
[61] world,report
[60] new,editorial

Top Word Pairs in Tweet in G3:
[54] antimicrobial,resistance
[39] infectious,diseases
[28] escmid,#eccmid2018
[27] seimc_,thelancetinfdis
[24] cmi,gt
[23] mario,poljak
[22] received,80
[21] erinmccreary,thelancetinfdis
[20] thelancetinfdis,jonotter
[19] public,health

Top Word Pairs in Tweet in G4:
[4] public,health
[4] now,online
[3] online,check
[3] check,out
[3] out,new
[3] summit,london
[2] sars,cov
[2] cov,2
[2] new,issue
[2] issue,now

Top Word Pairs in Tweet in G5:
[4] now,available
[4] international,journal
[4] infectious,diseases
[4] 2018,volume
[4] journal,infectious
[3] open,access
[3] 19th,icid
[3] journal,clinical
[3] #infection,practice
[3] journal,antimicrobial

Top Word Pairs in Tweet in G6:
[26] covid,19
[23] herd,immunity
[20] control,measures
[20] https,t
[16] t,co
[12] case,fatality
[9] fatality,ratio
[8] social,distancing
[7] rest,world
[6] e,g

Top Word Pairs in Tweet in G7:
[10] issue,now
[4] now,live
[3] check,out
[3] read,new
[3] new,insights
[2] intensive,care
[2] read,more
[2] new,series
[2] emma,grainger
[2] out,here

Top Word Pairs in Tweet in G8:
[9] infect,dis
[7] airport,screening
[7] novel,coronavirus
[6] #coronavirus,#ncov2019
[5] quality,tb
[5] tb,care
[5] global,health
[5] please,read
[5] point,care
[5] care,tuberculosis

Top Word Pairs in Tweet in G9:
[3] getting,vaccinated
[3] 2,vaccine
[2] mers,cov

Top Word Pairs in Tweet in G10:
[2] 1,1
[2] health,care
[2] open,letter
[] eu,eea
[] looking,forward
[] care,associated
[] associated,infections
[] https,t
[] t,co
[] posted,blog

Top Replied-To
Top Replied-To in Entire Graph:
@thelancet
@who
@thelancetinfdis
@onisillos
@germhuntermd
@drfrieden
@nejm
@templeton_kate
@outbreakjake
@lancetgh

Top Replied-To in G1:
@thelancet
@thelancetinfdis
@who
@germhuntermd
@onisillos
@lancetgh
@outbreakjake
@helenbranswell
@aliciad3
@drfrieden

Top Replied-To in G2:
@who
@thelancet
@thelancetinfdis
@peerrevweek
@genome_gov
@martinmckee
@lancetcountdown
@onisillos
@thelancethiv
@elsevierconnect

Top Replied-To in G3:
@templeton_kate
@southafricanasp
@phe_uk

Top Replied-To in G4:
@drfrieden
@nejm
@lenoretaylor
@gatesfoundation
@thelancetneuro
@jeremyfarrar
@drtedros
@eu_commission
@who

Top Replied-To in G6:
@mlipsitch

Top Replied-To in G7:
@thelancet

Top Replied-To in G8:
@shea_epi

Top Replied-To in G9:
@dskinfdis
@v2019n

Top Replied-To in G10:
@jonotter

Top Mentioned
Top Mentioned in Entire Graph:
@thelancetinfdis
@thelancet
@who
@thelancethiv
@lancetgh
@lancetrespirmed
@escmid
@johnsmcconnell
@richardhorton1
@ihme_uw

Top Mentioned in G1:
@thelancetinfdis
@thelancet
@thelancethiv
@who
@lancetgh
@lancetrespirmed
@johnsmcconnell
@escmid
@ihme_uw

Top Mentioned in G2:
@thelancet
@thelancetinfdis
@thelancethiv
@who
@ihme_uw
@richardhorton1
@thelancetph
@lancetgh
@thelancetoncol
@lancetrespirmed

Top Mentioned in G3:
@thelancetinfdis
@escmid
@jonotter
@davidvanduin
@taescmid
@absteward
@cidrap
@seimc_
@cmijournal
@biomerieux

Top Mentioned in G4:
@who
@billgates
@drtedros
@thelancetinfdis
@gatesfoundation
@massmedical
@jeremyfarrar
@nejm
@thelancetneuro
@eu_health

Top Mentioned in G5:
@thelancetinfdis
@idadvance
@isid_org
@escmid
@ischemo
@biainfection
@promed_mail
@ecohealthnyc
@wellcometrust
@escvirology

Top Mentioned in G6:
@thelancetinfdis
@mrc_outbreak
@mlipsitch
@who
@stephenkissler
@sciencecohen
@cmmid_lshtm
@potus
@ctedijanto
@yhgrad

Top Mentioned in G7:
@thelancet
@thelancetinfdis
@lancetrespirmed
@erstalk
@ucsf
@vijaysciwri
@uniofoxford
@atscommunity
@peterhotez

Top Mentioned in G8:
@thelancetinfdis
@idsainfo
@niaidnews
@statnews
@eurosurveillanc
@finddx
@paimadhu
@hivma
@cmmid_lshtm
@helenbranswell

Top Mentioned in G9:
@thelancetinfdis
@cdcgov
@cdcdirector
@fungaldoc
@doctorsoumya
@surgeon_general
@nytopinion
@gatesfoundation
@sangerinstitute
@nicd_sa

Top Mentioned in G10:
@thelancetinfdis
@un
@who
@ecdc_eu
@ottocars1
@drtedros
@1healthau
@elizabeth_iro
@alain_berset
@dariusrochebin

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@bbcnews
@nytimes
@telegraph
@washingtonpost
@scopedbylarry
@time
@the_hindu
@bbcworld
@cnn

Top Tweeters in G1:
@threadreaderapp
@nytimes
@washingtonpost
@time
@the_hindu
@bbcworld
@cnn
@ap
@alarabiya_eng
@guardiannews

Top Tweeters in G2:
@bbcnews
@timeshighered
@davidallengreen
@thebhf
@bengoldacre
@conversationedu
@nythealth
@infectiousdz
@lindayueh
@who

Top Tweeters in G3:
@healthhashtags
@nhsengland
@gmacscotland
@chrishendel
@davidecarroll
@albatistag
@patcp66
@microblog_me_uk
@cidrap
@absteward

Top Tweeters in G4:
@paintsandsings
@laurie_garrett
@ronaldklain
@worldbank
@jeremyfarrar
@eu_commission
@fao
@lenoretaylor
@harvardchansph
@drtedros

Top Tweeters in G5:
@telegraph
@google
@conversationuk
@promed_mail
@amazon
@wellcometrust
@stgeorgesuni
@facebook
@twitter
@ncdcgov

Top Tweeters in G6:
@ft
@theeconomist
@tes
@jburnmurdoch
@royalsociety
@erictopol
@sciencemagazine
@newsfromscience
@nahtnews
@ascl_uk

Top Tweeters in G7:
@physorg_health
@verge
@cv_uhb
@utaustin
@plos
@atscommunity
@ucsf
@arobertsjourno
@cardiffuni
@uniofoxford

Top Tweeters in G8:
@carlosdelrio7
@paimadhu
@statnews
@agentcurieuse
@samclifford
@greg_folkers
@nih
@hivma
@idsainfo
@shea_epi

Top Tweeters in G9:
@nytopinion
@cdcgov
@wikipedia
@v2019n
@cdcdirector
@pmenonifpri
@fungaldoc
@germhuntermd
@doctorsoumya
@surgeon_general

Top Tweeters in G10:
@wenurses
@un
@dariusrochebin
@jonotter
@didierpittet
@ips_infection
@rstmh
@louis_ide
@pauljbelcher
@theelders


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