#antibioticawarenessweek OR #antibioticguardian OR "antibiotic awareness week" OR "antibiotic resistance", Twitter, 11/15/2017 7:24:39 PM, 129428


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#antibioticawarenessweek OR #antibioticguardian OR "antibiotic awareness week" OR "antibiotic resist
#antibioticawarenessweek OR #antibioticguardian OR "antibiotic awareness week" OR "antibiotic resist
From:
scotpublichealth
Uploaded on:
November 15, 2017
Short Description:
#antibioticawarenessweek OR #antibioticguardian OR "antibiotic awareness week" OR "antibiotic resistance" via NodeXL http://bit.ly/2zF4uWD
@

Description:
Description
The graph represents a network of 2,804 Twitter users whose recent tweets contained "#antibioticawarenessweek OR #antibioticguardian OR "antibiotic awareness week" OR "antibiotic resistance"", 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 Wednesday, 15 November 2017 at 18:28 UTC.

The tweets in the network were tweeted over the 8-hour, 48-minute period from Wednesday, 15 November 2017 at 09:29 UTC to Wednesday, 15 November 2017 at 18:18 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 : 2804
Unique Edges : 3401
Edges With Duplicates : 675
Total Edges : 4076
Self-Loops : 858
Reciprocated Vertex Pair Ratio : 0.0266211604095563
Reciprocated Edge Ratio : 0.0518617021276596
Connected Components : 531
Single-Vertex Connected Components : 274
Maximum Vertices in a Connected Component : 1717
Maximum Edges in a Connected Component : 2823
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.6535
Graph Density : 0.000382716093364405
Modularity : 0.717128
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[29] http://antibioticguardian.com/
[26] https://www.weforum.org/agenda/2017/10/this-century-old-idea-could-be-the-key-to-tackling-antibiotic-resistance?utm_content=bufferd19a8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://www.youtube.com/watch?v=Biw-5Jx64jE&feature=youtu.be
[13] https://twitter.com/WHO/status/929849231808061440
[13] https://www.whitehouse.gov/the-press-office/2017/11/13/presidential-message-antibiotic-awareness-week-2017
[11] http://www.who.int/mediacentre/factsheets/antibiotic-resistance/en/?utm_content=bufferd3412&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[10] https://www.tryinteract.com/share/quiz/59e68e3a8ecd1200126656e8
[9] http://www.who.int/mediacentre/factsheets/antibiotic-resistance/en/
[8] https://cddep.org/publications/diary-of-a-staph/

Top URLs in Tweet in G1:
[5] http://www.who.int/mediacentre/factsheets/antibiotic-resistance/en/
[4] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[4] http://who.int/campaigns/world-antibiotic-awareness-week/es/
[4] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/
[2] http://www.yorkshirepost.co.uk/news/health/why-antibiotic-resistance-is-now-our-planet-s-biggest-health-issue-1-8855863
[2] http://antibioticguardian.com/keep-antibiotics-working/
[2] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/?platform=hootsuite
[2] https://www.theguardian.com/lifeandstyle/2017/oct/23/the-superantibiotics-that-could-save-us-from-bacteria-apocalypse?CMP=share_btn_tw
[2] https://www.theguardian.com/lifeandstyle/2017/oct/13/can-never-eat-chicken-again-antibiotic-resistance
[1] https://twitter.com/i/web/status/929015919476699136

Top URLs in Tweet in G2:
[10] http://antibioticguardian.com/
[8] https://twitter.com/WHO/status/929849231808061440
[7] https://www.tryinteract.com/share/quiz/59e68e3a8ecd1200126656e8
[4] https://www.whitehouse.gov/the-press-office/2017/11/13/presidential-message-antibiotic-awareness-week-2017
[3] http://www.newsweek.com/what-antibiotic-resistance-who-launches-world-antibiotic-awareness-week-709392
[3] https://www.weforum.org/agenda/2017/10/this-century-old-idea-could-be-the-key-to-tackling-antibiotic-resistance?utm_content=bufferd19a8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.huffingtonpost.co.uk/dr-james-kinross/the-drugs-dont-work-antib_b_18549512.html
[2] https://www.medicalnewstoday.com/articles/320070.php
[2] https://twitter.com/i/web/status/930729592645496834
[2] https://www.google.com/url?rct=j&sa=t&url=http%3A%2F%2Fwww.ids.ac.uk%2Fnews%2Fglobal-partnerships-crucial-to-tackling-antibiotic-resistance&ct=ga&cd=CAIyGjZmNTIzMzU1ZmNhNTc4NDQ6Y29tOmVuOlVT&usg=AFQjCNGi4VS0XXe-1Ju7qJEoopspNWenlg&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[10] https://www.youtube.com/watch?v=Biw-5Jx64jE&feature=youtu.be
[5] https://cddep.org/publications/diary-of-a-staph/
[5] http://antibioticguardian.com
[3] https://twitter.com/Imperialpeople/status/930783695803260930
[3] http://antibioticguardian.com/
[3] http://www.antimicrobial-resistance.biomerieux.com/
[3] http://go.biomerieux.com/ita/world-antibiotic-awareness-week-2017?utm_source=WAAW%2C%20IT&utm_medium=Push
[3] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/
[2] http://www.e-bug.eu/senior_home.aspx?cc=ind&ss=3&t=World%20Antibiotic%20Awareness%20Week
[2] https://twitter.com/ONU_fr/status/929212593587216385

Top URLs in Tweet in G4:
[3] http://oms-platform.onebigrobot.com/en
[1] https://twitter.com/i/web/status/930729592645496834
[1] https://twitter.com/WHO/status/930045081867997185
[1] https://twitter.com/i/web/status/930133173450760193
[1] https://twitter.com/i/web/status/930077972220055552
[1] https://fb.me/14urzdMP4

Top URLs in Tweet in G5:
[3] http://antibioticguardian.com/
[2] https://qz.com/1124118/the-world-health-organization-has-issued-new-guidelines-for-antibiotic-resistance/
[2] http://www.evidentlycochrane.net/world-antibiotic-awareness-week-round-cochrane-evidence/
[1] https://twitter.com/i/web/status/930473473285218304
[1] https://twitter.com/i/web/status/930552172152016896
[1] https://twitter.com/i/web/status/930567268370604037
[1] https://twitter.com/i/web/status/930026206568894464
[1] https://twitter.com/i/web/status/930829808988286982
[1] https://fb.me/Nwt9C0gG
[1] https://fb.me/8U30HsUgx

Top URLs in Tweet in G6:
[8] https://www.whitehouse.gov/the-press-office/2017/11/13/presidential-message-antibiotic-awareness-week-2017
[5] https://infectioncontrol.tips/2016/10/16/antibiotic-resistance-prize/
[2] https://infectioncontrol.tips/2015/11/20/antibiotic-stewardship-protecting-a-precious-resource/
[1] https://twibbon.com/Support/be-antibiotics-aware
[1] https://twitter.com/i/web/status/930791244501958656
[1] https://twitter.com/i/web/status/930859988477718528
[1] https://twitter.com/i/web/status/930857942714171392
[1] https://twitter.com/i/web/status/930797537245659136
[1] https://twitter.com/i/web/status/930797543495049216
[1] https://twitter.com/i/web/status/930827736599314432

Top URLs in Tweet in G7:
[10] http://www.who.int/mediacentre/factsheets/antibiotic-resistance/en/?utm_content=bufferd3412&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.clinicalmicrobiologyandinfection.com%2Farticle%2FS1198-743X%2817%2930489-5%2Ffulltext&rc=0&code=cmi-site
[2] https://www.nihr.ac.uk/research-and-impact/research-priorities/antimicrobial-resistance.htm
[2] https://discover.dc.nihr.ac.uk/portal/article/4000657/study-shows-no-benefit-of-an-antibiotic-for-acute-asthma
[2] https://twitter.com/CochraneUK/status/930338015142141952
[2] http://www.evidentlycochrane.net/world-antibiotic-awareness-week-round-cochrane-evidence/
[1] https://twitter.com/i/web/status/930584171025637377
[1] https://twitter.com/i/web/status/930737271917236224
[1] https://twitter.com/i/web/status/930481820004700161
[1] https://twitter.com/i/web/status/929985990185320448

Top URLs in Tweet in G8:
[2] https://www.insight.mrc.ac.uk/2017/11/13/antibiotic-resistance-how-we-will-beat-it-together/
[1] https://www.futurelearn.com/career-advice/antimicrobial-antibiotic-resistance?utm_campaign=Share+Links&utm_medium=futurelearn-career_advice&utm_source=twitter
[1] https://twitter.com/i/web/status/930458376588480512
[1] https://twitter.com/i/web/status/930773639187836928
[1] https://twitter.com/i/web/status/930013351333253120
[1] https://twitter.com/i/web/status/930099314046709760
[1] https://twitter.com/i/web/status/930735094502961152
[1] https://twitter.com/i/web/status/930470439633211393
[1] https://twitter.com/i/web/status/930810249614938112
[1] https://twitter.com/i/web/status/930048690097655809

Top URLs in Tweet in G9:
[5] https://www.theguardian.com/breakthrough-science/2017/jun/05/antibiotic-resistance-hitting-back-with-new-medication
[2] https://twibbon.com/Support/keepantibioticsworking
[1] http://www.pewtrusts.org/en/multimedia/video/2017/parents-remember-army-vets-battle-with-antibiotic-resistance
[1] http://www.pewtrusts.org/en/multimedia/video/2017/a-superbug-survivor-shares-his-struggle-with-antibiotic-resistance
[1] https://twitter.com/i/web/status/930443516844630016
[1] https://quiz.tryinteract.com/#/59e68e3a8ecd1200126656e8
[1] https://twitter.com/i/web/status/930822792437731329
[1] https://twitter.com/i/web/status/930736495358627841
[1] https://twitter.com/i/web/status/930024311783555073
[1] https://www.youtube.com/watch?v=xo8KljCehlI&feature=youtu.be

Top URLs in Tweet in G10:
[5] http://www.catchshortfilm.com
[2] https://www.clahrc-wessex.nihr.ac.uk/news/131/southampton-to-premiere-award-winning-short-film-catch-to-mark-world-antibiotic-awareness-week
[1] https://twitter.com/i/web/status/930843589961121793
[1] https://twitter.com/i/web/status/930802848463335424
[1] https://twitter.com/i/web/status/930486989861937153
[1] https://twitter.com/i/web/status/930108753063505920
[1] http://antibioticguardian.com/
[1] https://twitter.com/i/web/status/930744691296841728
[1] https://twitter.com/i/web/status/930840369352380416
[1] https://twitter.com/i/web/status/930714791173328896

Top Domains
Top Domains in Tweet in Entire Graph:
[831] twitter.com
[62] who.int
[41] youtube.com
[41] antibioticguardian.com
[27] weforum.org
[24] fb.me
[21] ac.uk
[16] cdc.gov
[14] nature.com
[13] whitehouse.gov

Top Domains in Tweet in G1:
[66] twitter.com
[24] who.int
[4] theguardian.com
[3] youtube.com
[3] fb.me
[2] co.uk
[2] antibioticguardian.com
[2] onebigrobot.com
[1] tryinteract.com
[1] fao.org

Top Domains in Tweet in G2:
[155] twitter.com
[12] antibioticguardian.com
[12] cdc.gov
[9] fb.me
[9] who.int
[7] tryinteract.com
[5] co.uk
[5] feedblitz.com
[4] whitehouse.gov
[3] newsweek.com

Top Domains in Tweet in G3:
[133] twitter.com
[15] youtube.com
[8] antibioticguardian.com
[7] biomerieux.com
[5] cddep.org
[4] who.int
[3] e-bug.eu
[2] nhs.uk
[2] healthresearchfunding.org
[2] elsevierhealth.com

Top Domains in Tweet in G4:
[4] twitter.com
[3] onebigrobot.com
[1] fb.me

Top Domains in Tweet in G5:
[19] twitter.com
[3] antibioticguardian.com
[2] qz.com
[2] fb.me
[2] evidentlycochrane.net
[1] youtube.com
[1] cddep.org

Top Domains in Tweet in G6:
[27] twitter.com
[9] infectioncontrol.tips
[8] whitehouse.gov
[2] cdc.gov
[1] twibbon.com
[1] pewtrusts.org
[1] reflectionsipc.com
[1] unmc.edu
[1] linkedin.com

Top Domains in Tweet in G7:
[21] twitter.com
[10] who.int
[4] ac.uk
[3] fb.me
[2] elsevierhealth.com
[2] evidentlycochrane.net

Top Domains in Tweet in G8:
[12] twitter.com
[2] ac.uk
[1] futurelearn.com

Top Domains in Tweet in G9:
[5] theguardian.com
[5] twitter.com
[2] pewtrusts.org
[2] twibbon.com
[1] tryinteract.com
[1] youtube.com

Top Domains in Tweet in G10:
[13] twitter.com
[5] catchshortfilm.com
[2] ac.uk
[1] antibioticguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[710] antibioticawarenessweek
[439] antibioticresistance
[273] antibioticguardian
[127] antibiotics
[114] amr
[99] keepantibioticsworking
[96] eaad
[80] waaw
[62] antibiotic
[42] waaw2017



Top Hashtags in Tweet in G1:
[126] antibioticresistance
[29] antibioticawarenessweek
[15] antibioticguardian
[10] amr
[9] antibiotics
[8] antibióticos
[8] antibiotic
[6] waaw
[5] antibiotiques
[4] onehealth

Top Hashtags in Tweet in G2:
[63] antibioticawarenessweek
[25] antibioticguardian
[20] antibioticresistance
[20] antibiotics
[14] keepantibioticsworking
[10] antibiotic
[5] beantibioticsaware
[5] keepantibiotcsworking
[5] usaaw17
[4] antibióticos

Top Hashtags in Tweet in G3:
[143] antibioticawarenessweek
[98] antibioticguardian
[62] eaad
[38] antibioticresistance
[31] waaw
[25] amrheadlines
[22] amr
[22] keepantibioticsworking
[20] antibiotics
[20] tweetchat

Top Hashtags in Tweet in G4:
[9] antibioticresistance
[5] antibioticawarenessweek

Top Hashtags in Tweet in G5:
[60] antibioticawarenessweek
[20] antibioticresistance
[19] antibioticguardian
[13] keepantibioticsworking
[11] antibiotics
[10] asrw17
[7] beantibioticsaware
[7] waaw
[6] nqf
[6] protectthekids

Top Hashtags in Tweet in G6:
[33] antibioticawarenessweek
[13] beantibioticsaware
[10] usaaw17
[5] antibioticresistance
[5] saveabx
[3] antibiotic
[2] stopsurgicalinfections
[2] mrsa
[2] antibioticstewardship
[2] amr

Top Hashtags in Tweet in G7:
[45] antibioticresistance
[26] cochraneevidence
[13] antibioticawarenessweek
[8] antibiotics
[8] cochranetrainees
[8] ent
[7] antibioticguardian
[5] sap
[5] waaw
[3] antimicrobialresistance

Top Hashtags in Tweet in G8:
[13] amr
[12] antibioticresistance
[6] dyk
[3] antibiotics
[2] antibioticawarenessweek
[2] worldantibioticawarenessweek
[1] tweetchat
[1] amrheadlines

Top Hashtags in Tweet in G9:
[29] stopsuperbugs
[10] antibioticresistance
[7] antibioticawarenessweek
[5] amr
[4] antibioticguardian
[3] usaaw17
[2] cw_pharmacists
[2] keepantibioticsworking
[1] handwashing
[1] waaw

Top Hashtags in Tweet in G10:
[20] antibioticawarenessweek
[7] eaad
[7] pharmacy
[7] uhs
[4] waaw
[4] shortfilm
[4] antibioticguardian
[4] keepantibioticsworking
[4] birmingham
[2] antibioticawareness

Top Words
Top Words in Tweet in Entire Graph:
[1448] Words in Sentiment List#1: Positive
[1785] Words in Sentiment List#2: Negative
[21] Words in Sentiment List#3: Angry/Violent
[53607] Non-categorized Words
[56840] Total Words
[2019] antibiotic
[1164] week
[1146] awareness
[1062] antibiotics
[936] world

Top Words in Tweet in G1:
[560] antibiotics
[454] antibiotic
[441] taking
[431] awareness
[427] week
[409] world
[385] always
[383] seek
[382] advice
[381] healthcare

Top Words in Tweet in G2:
[177] antibiotic
[95] resistance
[63] antibioticawarenessweek
[60] week
[58] awareness
[54] antibiotics
[33] world
[27] s
[25] antibioticguardian
[21] more

Top Words in Tweet in G3:
[143] antibioticawarenessweek
[130] antibiotic
[98] antibioticguardian
[78] resistance
[71] week
[71] world
[63] antibiotics
[62] eaad
[49] awareness
[48] today

Top Words in Tweet in G4:
[280] antibiotic
[146] week
[145] awareness
[133] resistance
[133] increasingly
[133] serious
[133] threat
[133] global
[133] health
[132] human

Top Words in Tweet in G5:
[76] antibiotic
[60] antibioticawarenessweek
[49] awareness
[40] week
[32] health
[31] world
[30] antibiotics
[27] s
[25] global
[20] antibioticresistance

Top Words in Tweet in G6:
[74] antibiotic
[49] thelancetinfdis
[33] antibioticawarenessweek
[26] world
[25] recent
[25] related
[25] content
[23] awareness
[23] week
[21] editorial

Top Words in Tweet in G7:
[55] antibiotic
[45] antibioticresistance
[42] world
[42] cochraneuk
[38] week
[36] awareness
[26] cochraneevidence
[23] here's
[19] round
[18] use

Top Words in Tweet in G8:
[41] timeline
[33] antibiotic
[26] awareness
[26] week
[24] world
[24] out
[23] esrc
[22] check
[20] key
[20] moments

Top Words in Tweet in G9:
[34] antibiotic
[29] world
[29] awareness
[29] week
[29] stopsuperbugs
[26] cmo_england
[25] s
[24] hear
[24] answer
[24] questions

Top Words in Tweet in G10:
[30] antibiotic
[20] antibioticawarenessweek
[15] uhs_prereg
[15] today
[14] awareness
[11] resistance
[10] one
[10] biggest
[10] threats
[10] global

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1084] antibiotic,awareness
[1064] awareness,week
[775] world,antibiotic
[648] antibiotic,resistance
[490] taking,antibiotics
[424] seek,advice
[412] advice,qualified
[408] always,seek
[406] qualified,healthcare
[405] week,always

Top Word Pairs in Tweet in G1:
[440] taking,antibiotics
[420] antibiotic,awareness
[419] awareness,week
[404] world,antibiotic
[382] seek,advice
[380] week,always
[380] always,seek
[379] advice,qualified
[379] qualified,healthcare
[378] healthcare,professional

Top Word Pairs in Tweet in G2:
[82] antibiotic,resistance
[52] antibiotic,awareness
[50] awareness,week
[26] world,antibiotic
[18] 13,19
[18] s,antibiotic
[17] u,s
[15] learn,more
[10] week,november
[9] pledged,antibioticguardian

Top Word Pairs in Tweet in G3:
[58] antibiotic,resistance
[45] antibiotic,awareness
[41] world,antibioticawarenessweek
[40] awareness,week
[28] world,antibiotic
[23] here,s
[20] ptsafetynhs,here
[20] join,today
[20] today,3
[20] 3,4pm

Top Word Pairs in Tweet in G4:
[145] antibiotic,awareness
[145] awareness,week
[133] antibiotic,resistance
[133] resistance,increasingly
[133] increasingly,serious
[133] serious,threat
[133] threat,global
[133] global,health
[132] health,human
[132] human,development

Top Word Pairs in Tweet in G5:
[38] antibiotic,awareness
[38] awareness,week
[28] world,antibiotic
[20] global,health
[18] antibiotic,resistance
[16] s,world
[16] week,antibioticresistance
[16] antibioticresistance,global
[16] health,crisis
[16] crisis,addressed

Top Word Pairs in Tweet in G6:
[25] world,antibioticawarenessweek
[25] antibioticawarenessweek,recent
[25] recent,related
[25] related,content
[25] content,thelancetinfdis
[23] antibiotic,awareness
[23] awareness,week
[23] thelancetinfdis,world
[21] thelancetinfdis,editorial
[21] editorial,antibiotic

Top Word Pairs in Tweet in G7:
[36] world,antibiotic
[36] antibiotic,awareness
[36] awareness,week
[17] here's,round
[16] sharing,cochraneevidence
[16] cochraneevidence,help
[16] help,tackle
[12] tackle,antibioticresistance
[10] decision,making
[10] round,up

Top Word Pairs in Tweet in G8:
[26] awareness,week
[24] antibiotic,awareness
[22] world,antibiotic
[22] check,out
[21] week,check
[21] out,timeline
[20] timeline,key
[20] key,moments
[20] moments,timeline
[20] timeline,read

Top Word Pairs in Tweet in G9:
[29] antibiotic,awareness
[29] awareness,week
[28] world,antibiotic
[24] s,world
[24] week,hear
[24] hear,cmo_england
[24] cmo_england,answer
[24] answer,questions
[24] questions,stopsuperbugs
[23] dhgovuk,s

Top Word Pairs in Tweet in G10:
[14] antibiotic,awareness
[11] antibiotic,resistance
[10] resistance,one
[10] one,biggest
[10] biggest,threats
[10] threats,global
[10] global,health
[10] health,food
[10] food,security
[10] security,development

Top Replied-To
Top Replied-To in Entire Graph:
@biochemsoc
@who
@aneurinbevanuhb
@ecdc_eu
@theqcommunity
@onisillos
@pharmonduty
@leic_hospital
@adamgregorybsc
@rmldelhi

Top Replied-To in G1:
@who
@1antruk
@lifehealthcare_

Top Replied-To in G2:
@redcrosswales

Top Replied-To in G3:
@biochemsoc
@theqcommunity
@who
@ecdc_eu
@aneurinbevanuhb
@gosh_qs
@eu_health
@sapgabx
@drdianeashiru
@muddogdrill

Top Replied-To in G5:
@cmo_england

Top Replied-To in G6:
@natqualityforum

Top Replied-To in G9:
@rpharms

Top Replied-To in G10:
@uhs_prereg
@zahir9th
@wessex_clahrc

Top Mentioned
Top Mentioned in Entire Graph:
@who
@un
@cochraneuk
@ptsafetynhs
@thelancetinfdis
@eaad_eu
@biochemsoc
@cmo_england
@greatormondst
@dhgovuk

Top Mentioned in G1:
@who
@oieanimalhealth
@battlesuperbugs
@faonews
@1antruk
@nhscroydonccg
@faoanimalhealth
@combacte
@rstmh
@johnwatkissart

Top Mentioned in G2:
@markadowning
@viewreader
@manchesterdr

Top Mentioned in G3:
@ptsafetynhs
@eaad_eu
@biochemsoc
@phe_uk
@longitude_prize
@ebug_uk
@elizbeech
@v_andriukaitis
@voiceofyoungsci
@britpharmsoc

Top Mentioned in G4:
@un
@who
@undesa
@naturemedicine

Top Mentioned in G5:
@drtedros
@erinmccreary
@zeeny_hassim
@cdcmmwr
@sidpharm
@who
@pidsociety
@cre_
@halimaismail205
@smuclinpharm

Top Mentioned in G6:
@thelancetinfdis
@cdc_ncezid
@saveantibiotics
@cdcgov
@preventiontips
@surginfxsoc
@shipgcu
@aetna
@aetnanews
@giblinkathleen

Top Mentioned in G7:
@cochraneuk
@who
@officialnihr
@cochraneent
@cochran
@ncas_aus
@cochranewounds
@drjameskkchan
@esgap_abs
@nihr_dc

Top Mentioned in G8:
@esrc
@the_mrc
@universityleeds
@research_uk
@uksinet
@tropmedoxford
@futurelearn
@annegret_s
@eaad_eu
@biochemsoc

Top Mentioned in G9:
@cmo_england
@dhgovuk
@gsk
@bartsantimicrot
@kathryntalking
@cw_pharmacists
@bensimms65
@paulbennettrps
@thetlinks
@rpharms

Top Mentioned in G10:
@uhs_prereg
@unibirm_mds
@uhsft
@catchfilm2016
@uhsptt
@official_emq
@wessex_clahrc
@akld_dhb
@imperialcollege
@shahanaahmed11

Top Tweeters
Top Tweeters in Entire Graph:
@revolution_fr
@alevergara78
@ehfoundation237
@pmorris153
@s9tmt
@chrisbrey1
@httweets
@scott1984_fp
@gmlovelie67xxx
@enfuegoinc

Top Tweeters in G1:
@zimleague
@zalache
@sandyc1772
@abhomeron
@drsue19380
@tzar_marc
@mikesimap
@axtzco63
@neoavatara
@oderoalulu

Top Tweeters in G2:
@enfuegoinc
@andy_burton
@a35362
@newsciencewrld
@donjohnstonlc
@gayfriendschat
@spasiques
@basicnewbie
@maxgattoni
@bioengineers

Top Tweeters in G3:
@alevergara78
@biconnections
@ingrx
@wameyokw
@tristramwyatt
@todoenpcve
@drdiana7
@hernancarlos88
@sergylb
@mayoclinic

Top Tweeters in G4:
@chrisbrey1
@gmlovelie67xxx
@jj_angelus
@nomoreslaves
@krishanjee
@connielnash
@ciclismo2005
@007doctorno
@booboodip
@limaiyim

Top Tweeters in G5:
@botshelo_sa
@qz
@jamalbadr
@riet911
@yonelatyolo
@nelsonpung
@manolosancheza
@mobeenlalani
@drtedros
@vumcchildren

Top Tweeters in G6:
@revolution_fr
@tess_blue815
@jcgomezrincon
@luisb
@kscincotta
@cvspharmacy
@masp1982
@walgreens
@infectiousdz
@davidecarroll

Top Tweeters in G7:
@sachiko_amiko
@shehnazghani1
@medicinegov
@vinovince
@youronlyade
@cochraneuk
@realcruzhenry
@4mcrwomen
@healthcare4um
@officialnihr

Top Tweeters in G8:
@cmadan
@tuoitrenewsvn
@esrc
@leedschatter
@drbenjohnson
@research_uk
@futurelearn
@susanmichie
@t4toria
@keitoxford

Top Tweeters in G9:
@sandrahalifax
@ddey67
@ashsoni0607
@gogmum
@vaccineuk
@pennisi_m
@gsk
@a_williamsnhs
@bia_uk
@dhgovuk

Top Tweeters in G10:
@msmjetten
@wvschaik
@wessex_clahrc
@sulaiman_dk
@uhsft
@medilinkuk
@unibirm_mds
@rickdunnblade
@hootsowl
@akld_dhb