#antibioticresistance OR #antibiotics OR #eaad OR #waaw OR #waaw17 OR #waaw2017 OR #antibioticawarenessweek OR #doit4das OR #antibioticguardian OR "antibiotic awareness week" OR "antibiotic resistance" OR #superbugs OR #keepantibioticsworking OR #AMR OR #WHSAvsAMR until:2017-11-15, Twitter, 11/15/2017 7:44:35 AM, 129359


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#antibioticresistance OR #antibiotics OR #eaad OR #waaw OR #waaw17 OR #waaw2017 OR #antibioticawaren
#antibioticresistance OR #antibiotics OR #eaad OR #waaw OR #waaw17 OR #waaw2017 OR #antibioticawaren
From:
scotpublichealth
Uploaded on:
November 15, 2017
Short Description:
#antibioticresistance OR #antibiotics OR #eaad OR #waaw OR #waaw17 OR #waaw2017 OR #antibioticawarenessweek OR #doit4das OR #antibioticguardian OR "antibiotic awareness week" OR "antibiotic resistance" OR #superbugs OR #keepantibioticsworking OR #AMR OR #WHSAvsAMR until:2017-11-15 via NodeXL http://

Description:
Description
The graph represents a network of 6,830 Twitter users whose recent tweets contained "#antibioticresistance OR #antibiotics OR #eaad OR #waaw OR #waaw17 OR #waaw2017 OR #antibioticawarenessweek OR #doit4das OR #antibioticguardian OR "antibiotic awareness week" OR "antibiotic resistance" OR #superbugs OR #keepantibioticsworking OR #AMR OR #WHSAvsAMR until:2017-11-15", 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 07:09 UTC.

The tweets in the network were tweeted over the 13-hour, 17-minute period from Tuesday, 14 November 2017 at 10:42 UTC to Tuesday, 14 November 2017 at 23:59 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 : 6832
Unique Edges : 9488
Edges With Duplicates : 3265
Total Edges : 12753
Self-Loops : 2667
Reciprocated Vertex Pair Ratio : 0.0206257242178447
Reciprocated Edge Ratio : 0.0404178019981835
Connected Components : 1317
Single-Vertex Connected Components : 951
Maximum Vertices in a Connected Component : 4710
Maximum Edges in a Connected Component : 10333
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.398772
Graph Density : 0.000188731835203681
Modularity : 0.634543
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[278] https://action.ciwf.org.uk/ea-action/action?ea.client.id=119&ea.campaign.id=80712&ea.tracking.id=a8368275&utm_campaign=antibiotics&utm_source=shared&utm_medium=twitter
[155] http://oms-platform.onebigrobot.com/en/experience
[70] http://www.thunderclap.it/tipped/62709/twitter
[56] https://twitter.com/i/moments/930377398142595072
[54] http://who.int/campaigns/world-antibiotic-awareness-week/es/
[44] https://www.nhs.uk/nhsengland/arc/pages/aboutarc.aspx
[41] http://oms-platform.onebigrobot.com/en
[36] https://www.nature.com/articles/ncomms13333
[31] http://antibioticguardian.com/
[28] https://www.youtube.com/watch?v=Biw-5Jx64jE&feature=youtu.be

Top URLs in Tweet in G1:
[49] http://who.int/campaigns/world-antibiotic-awareness-week/es/
[20] https://www.ecowatch.com/antibiotic-apocalypse-livestock-force-fed-2509349786.html
[15] http://who.int/campaigns/world-antibiotic-awareness-week/fr/
[11] https://twitter.com/WHO/status/928946468907569152
[5] http://mgen.microbiologyresearch.org/content/journal/mgen/10.1099/mgen.0.000131
[4] http://amr.bd.com
[4] https://twitter.com/zeeny_hassim/status/929964752570388481
[3] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[3] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/?utm_content=bufferc56bb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.who.int/features/factfiles/antimicrobial_resistance/en/

Top URLs in Tweet in G2:
[262] https://action.ciwf.org.uk/ea-action/action?ea.client.id=119&ea.campaign.id=80712&ea.tracking.id=a8368275&utm_campaign=antibiotics&utm_source=shared&utm_medium=twitter
[46] http://www.thunderclap.it/tipped/62709/twitter
[13] http://antibioticguardian.com/
[12] https://www.tryinteract.com/share/quiz/59e68e3a8ecd1200126656e8
[6] https://www.medicalnewstoday.com/articles/320070.php?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.medicalnewstoday.com/articles/320070.php
[4] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/
[4] http://www.medpagetoday.com/meetingcoverage/aao/69266
[3] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[3] https://www.medicalnewstoday.com/articles/320070.php?utm_source=

Top URLs in Tweet in G3:
[43] https://www.nhs.uk/nhsengland/arc/pages/aboutarc.aspx
[16] http://www.wales.nhs.uk/sitesplus/888/page/75428
[7] http://onlinelibrary.wiley.com/doi/10.1002/14651858.CD000219.pub4/abstract?utm_content=buffer24e55&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] http://www.catchshortfilm.com
[6] https://www.facebook.com/NationalInstituteforHealthandCareExcellence/
[6] http://antibioticguardian.com/
[6] https://publichealthmatters.blog.gov.uk/2017/11/13/health-matters-preventing-infections-and-reducing-amr/?utm_source=Twitter&utm_medium=Tweet131101&utm_campaign=HealthMatters
[6] http://www.cidrap.umn.edu/news-perspective/2017/11/canada-reports-rising-mrsa-vre-drop-antibiotic-use
[5] http://antibioticguardian.com
[5] http://www.hps.scot.nhs.uk/pubs/detail.aspx?id=3378

Top URLs in Tweet in G4:
[46] https://twitter.com/i/moments/930377398142595072
[35] http://oms-platform.onebigrobot.com/en
[14] http://www.fao.org/antimicrobial-resistance/world-antibiotic-awareness-week/en/?utm_content=buffer110a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] http://news.trust.org/item/20171114080835-seddg/?utm_source=twitter&utm_medium=social+media&utm_campaign=faoknowledge
[8] https://thebiochemistblog.com/2017/11/14/what-would-a-year-without-antibiotics-look-like/
[7] https://www.plymouth.ac.uk/news/pr-opinion/bacteria-dont-respect-borders-why-we-all-need-to-fight-the-global-problem-of-antibiotic-resistance
[6] http://www.un.org/apps/news/story.asp?NewsID=58079#.Wgqgq_nythF&utm_source=twitter&utm_medium=social+media&utm_campaign=faoknowledge
[4] http://www.thelancet.com/journals/langlo/article/PIIS2214-109X(17)30364-9/fulltext
[4] https://www.liverpool.ac.uk/infection-and-global-health/news/articles/new-funding-tackle-antibiotic-resistance/?platform=hootsuite
[3] http://www.fao.org/fao-who-codexalimentarius/sh-proxy/en/?lnk=1&url=https%253A%252F%252Fworkspace.fao.org%252Fsites%252Fcodex%252FMeetings%252FCX-712-49%252FWD%252Ffh49_03e.pdf#page=6

Top URLs in Tweet in G5:
[9] http://www.pewtrusts.org/en/multimedia/video/2017/parents-remember-army-vets-battle-with-antibiotic-resistance
[9] https://www.cdc.gov/antibiotic-use/?utm_source=Twitter&utm_medium=Social&utm_campaign=2017_CDC_AU&utm_content=Social_Twitter_1
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.cell.com%2Ftrends%2Fmicrobiology%2Ffulltext%2FS0966-842X%252817%252930236-6&rc=0&code=cell-site
[5] http://www.pewtrusts.org/en/research-and-analysis/analysis/2017/10/10/superbugs-dont-respect-borders
[5] https://www.cdc.gov/antibiotic-use/
[4] https://infectioncontrol.tips/2017/05/29/rapid-testing-for-antibiotic-resistant-strains-of-mrsa/
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%252817%252930478-4%2Ffulltext&rc=0&code=lancet-site
[4] https://www.medicalnewstoday.com/articles/320070.php?utm_source=
[3] https://wwwnc.cdc.gov/eid/article/24/2/17-1756_article
[3] https://twitter.com/i/moments/930377398142595072

Top URLs in Tweet in G6:
[28] https://www.youtube.com/watch?v=Biw-5Jx64jE&feature=youtu.be
[16] http://www.ema.europa.eu/docs/en_GB/document_library/Other/2017/11/WC500238071.pdf
[8] http://www.salute.gov.it/portale/news/p3_2_1_1_1.jsp?lingua=italiano&menu=notizie&p=dalministero&id=3168
[5] https://youtu.be/3D7Dt6dLKxk
[5] https://www.youtube.com/watch?time_continue=22&v=l-n-CK9WP88
[4] https://twitter.com/EAAD_EU/status/930440435197235202
[4] http://www.euro.who.int/en/health-topics/disease-prevention/antimicrobial-resistance/news/news/2017/11/every-infection-prevented-is-an-antibiotic-treatment-avoided
[4] http://www.who.int/mediacentre/factsheets/antibiotic-resistance/en/
[3] https://twitter.com/SHIPGCU/status/930357787070205953
[3] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/

Top URLs in Tweet in G7:
[2] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/
[2] https://www.youtube.com/watch?v=zTbLai2GaQM&feature=youtu.be
[2] http://www.fao.org/antimicrobial-resistance/world-antibiotic-awareness-week/en/?utm_content=buffer110a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.youtube.com/watch?v=-ZX97bIbZBQ&sns=tw
[1] https://twitter.com/i/web/status/930015524540600320
[1] https://twitter.com/i/web/status/930031475491254272
[1] https://twitter.com/i/web/status/929002789405065217
[1] https://twitter.com/i/web/status/927937628074373120
[1] http://www.wales.nhs.uk/sitesplus/888/page/75428
[1] https://twitter.com/i/web/status/930133173450760193

Top URLs in Tweet in G8:
[6] https://cddep.org/publications/diary-of-a-staph/
[4] https://twitter.com/FAOWHOCodex/status/930090421342097408
[2] https://choosingwiselycanada.org/campaign/antibiotics/
[2] https://twitter.com/canadanurses/status/930447539870093312
[2] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[2] https://www.youtube.com/watch?v=8Hct22oIYck&feature=youtu.be
[2] http://www.cihr-irsc.gc.ca/e/50651.html
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%252816%252930332-0%2Ffulltext&rc=0&code=lancet-site
[2] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/
[1] https://twitter.com/i/web/status/930390090215579649

Top URLs in Tweet in G9:
[8] https://choosingwiselycanada.org/wp-content/uploads/2017/09/ThreeQuestions.pdf
[4] https://withnews.jp/article/f0171114004qq000000000000000W02c10701qq000016243A
[4] https://twitter.com/SWIValencia/status/930417588840095744
[4] https://www.canada.ca/en/public-health/services/reports-publications/canada-communicable-disease-report-ccdr.html
[3] https://youtu.be/z4FT5d7PR3k
[3] https://twitter.com/Laxman7177/status/930417832491286528
[3] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[3] http://antibioticwise.ca/take-the-pledge/
[2] http://antibioticwise.ca/
[1] https://twitter.com/i/web/status/930543186996428802

Top URLs in Tweet in G10:
[8] https://www.theguardian.com/breakthrough-science/2017/jun/05/antibiotic-resistance-hitting-back-with-new-medication
[4] https://www.amr.gov.au/news/how-australians-can-reduce-antibiotic-resistance
[1] https://www.amr.gov.au/
[1] http://www.health.gov.au/internet/ministers/publishing.nsf/Content/health-mediarel-yr2017-hunt116.htm?OpenDocument&yr=2017&mth=11
[1] https://twitter.com/i/web/status/930563507275386880
[1] https://twitter.com/i/web/status/930082005383081984
[1] https://twitter.com/i/web/status/930005256494374912
[1] https://www.youtube.com/watch?v=-ZX97bIbZBQ&feature=youtu.be
[1] https://twitter.com/i/web/status/930535096876191749
[1] http://www.abpi.org.uk/media-centre/newsreleases/2017/Pages/MSD-collaboration-the-role-of-vaccines-in-helping-combat-antimicrobial-resistance-AMR.aspx

Top Domains
Top Domains in Tweet in Entire Graph:
[2347] twitter.com
[283] org.uk
[197] onebigrobot.com
[183] who.int
[90] ac.uk
[81] nhs.uk
[80] thunderclap.it
[79] youtube.com
[50] nature.com
[47] antibioticguardian.com

Top Domains in Tweet in G1:
[144] twitter.com
[81] who.int
[20] ecowatch.com
[5] microbiologyresearch.org
[4] bd.com
[3] fb.me
[2] qz.com
[2] microbiologyonline.org
[2] youtube.com
[2] onebigrobot.com

Top Domains in Tweet in G2:
[394] twitter.com
[264] org.uk
[46] thunderclap.it
[29] fb.me
[24] who.int
[15] antibioticguardian.com
[14] medicalnewstoday.com
[13] tryinteract.com
[11] paper.li
[8] nhs.uk

Top Domains in Tweet in G3:
[481] twitter.com
[64] nhs.uk
[16] antibioticguardian.com
[14] ac.uk
[12] gov.uk
[11] wiley.com
[8] co.uk
[7] catchshortfilm.com
[7] tryinteract.com
[6] facebook.com

Top Domains in Tweet in G4:
[164] twitter.com
[36] onebigrobot.com
[20] fao.org
[16] ac.uk
[10] trust.org
[9] co.uk
[8] thebiochemistblog.com
[6] un.org
[6] healthforanimals.org
[6] cihi.ca

Top Domains in Tweet in G5:
[129] twitter.com
[18] cdc.gov
[17] pewtrusts.org
[10] elsevierhealth.com
[6] infectioncontrol.tips
[4] who.int
[4] fb.me
[4] medicalnewstoday.com
[3] youtube.com
[2] aaem.org

Top Domains in Tweet in G6:
[117] twitter.com
[33] youtube.com
[19] europa.eu
[15] who.int
[8] gov.it
[5] youtu.be
[3] elsevierhealth.com
[2] elsevier.com
[2] ac.uk
[2] thunderclap.it

Top Domains in Tweet in G7:
[19] twitter.com
[8] youtube.com
[2] who.int
[2] fao.org
[1] nhs.uk
[1] fb.me
[1] gardp.org

Top Domains in Tweet in G8:
[39] twitter.com
[6] cddep.org
[5] who.int
[3] choosingwiselycanada.org
[3] elsevierhealth.com
[2] youtube.com
[2] gc.ca
[1] thunderclap.it
[1] ammi.ca
[1] cihi.ca

Top Domains in Tweet in G9:
[25] twitter.com
[8] choosingwiselycanada.org
[5] antibioticwise.ca
[5] canada.ca
[5] who.int
[4] withnews.jp
[3] youtu.be
[1] thunderclap.it

Top Domains in Tweet in G10:
[17] twitter.com
[8] theguardian.com
[6] gov.au
[1] youtube.com
[1] org.uk
[1] antibioticguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2872] antibioticresistance
[1103] antibiotics
[935] antibioticawarenessweek
[719] amr
[564] bijakantibiotik
[459] keepantibioticsworking
[365] waaw
[326] antibioticguardian
[318] factoryfarming
[280] eaad



Top Hashtags in Tweet in G1:
[658] antibioticresistance
[96] antibiotics
[90] stopsuperbugs
[52] antibiĆ³ticos
[45] antibioticawarenessweek
[32] amr
[27] antibiotiques
[21] antimicrobialresistance
[21] livestock
[18] waaw

Top Hashtags in Tweet in G2:
[350] antibiotics
[274] factoryfarming
[109] antibioticresistance
[69] antibioticawarenessweek
[51] eaad
[42] amr
[25] keepantibioticsworking
[23] antibioticguardian
[12] waaw
[12] superbugs

Top Hashtags in Tweet in G3:
[328] antibioticresistance
[211] antibioticguardian
[210] antibioticawarenessweek
[147] keepantibioticsworking
[143] waaw
[117] antibiotics
[102] amr
[87] waaw2017
[80] waaw17
[67] cochraneevidence

Top Hashtags in Tweet in G4:
[196] amr
[151] antibioticresistance
[60] waaw2017
[51] antimicrobialresistance
[50] antibiotics
[37] antibioticawarenessweek
[19] codex
[15] stopsuperbugs
[11] waaw
[11] trustyourvet

Top Hashtags in Tweet in G5:
[92] antibioticresistance
[79] antibiotics
[49] antibioticawarenessweek
[32] beantibioticsaware
[28] superbugs
[27] amr
[25] waaw
[21] superdrugs
[19] usaaw17
[17] antibiotic

Top Hashtags in Tweet in G6:
[195] antibioticresistance
[93] keepantibioticsworking
[74] antibioticawarenessweek
[57] eaad
[43] amr
[23] onehealth
[22] antibiotics
[17] waaw
[15] stopsuperbugs
[14] antibiotic

Top Hashtags in Tweet in G7:
[69] antibioticresistance
[43] antibioticawarenessweek
[13] antibiotics
[6] waaw2017
[3] cochraneevidence
[3] waaw
[3] amractionng
[3] nigeria
[3] waaw17
[2] stopsuperbugs

Top Hashtags in Tweet in G8:
[34] antibioticawarenessweek
[28] amr
[26] antibioticresistance
[14] antimicrobialstewardship
[11] antibiotics
[10] keepantibioticsworking
[10] cold
[10] flu
[9] antimicrobialresistance
[9] antibiotic

Top Hashtags in Tweet in G9:
[48] antibiotics
[26] keepantibioticsworking
[22] antibioticresistance
[19] antibioticawarenessweek
[9] antibiotic
[7] saveabx
[6] amr
[4] changeday
[4] cdnag
[3] antibioticsawarenessweek

Top Hashtags in Tweet in G10:
[55] antibioticresistance
[48] amr
[38] waaw
[28] antibiotics
[19] amralliance
[11] superbugs
[8] stopsuperbugs
[6] keepantibioticsworking
[4] antibioticawarenessweek
[2] antibiotic

Top Words
Top Words in Tweet in Entire Graph:
[3580] Words in Sentiment List#1: Positive
[5632] Words in Sentiment List#2: Negative
[36] Words in Sentiment List#3: Angry/Violent
[160324] Non-categorized Words
[169539] Total Words
[3408] antibiotic
[3393] antibiotics
[2874] antibioticresistance
[1850] week
[1834] awareness

Top Words in Tweet in G1:
[1128] antibiotics
[972] antibiotic
[671] taking
[659] antibioticresistance
[628] advice
[625] seek
[609] week
[600] awareness
[592] world
[518] always

Top Words in Tweet in G2:
[482] antibiotics
[365] use
[350] antibiotic
[324] eu
[310] help
[298] join
[281] farms
[281] back
[280] end
[279] ask

Top Words in Tweet in G3:
[379] antibiotic
[359] antibiotics
[328] antibioticresistance
[219] awareness
[211] antibioticguardian
[210] antibioticawarenessweek
[205] world
[199] week
[147] keepantibioticsworking
[143] waaw

Top Words in Tweet in G4:
[198] amr
[172] antibiotic
[151] antibioticresistance
[146] week
[141] antibiotics
[134] resistance
[119] awareness
[106] help
[103] world
[86] faoknowledge

Top Words in Tweet in G5:
[266] antibiotic
[165] antibiotics
[146] resistance
[112] awareness
[92] antibioticresistance
[78] week
[71] more
[68] dr
[60] use
[57] s

Top Words in Tweet in G6:
[195] antibioticresistance
[93] keepantibioticsworking
[93] antibiotic
[80] antibiotics
[74] awareness
[74] antibioticawarenessweek
[67] tomorrow
[58] week
[57] eaad
[56] eaad_eu

Top Words in Tweet in G7:
[140] antibiotic
[128] antibiotics
[100] world
[94] week
[91] awareness
[89] seek
[85] taking
[69] antibioticresistance
[60] advice
[54] always

Top Words in Tweet in G8:
[70] antibiotic
[68] week
[61] awareness
[53] antibiotics
[43] find
[43] out
[39] world
[34] antibioticawarenessweek
[31] amr
[26] antibioticresistance

Top Words in Tweet in G9:
[74] antibiotics
[57] choosewiselyca
[45] health
[38] talk
[37] sorry
[37] amount
[37] rid
[37] cold
[37] flu
[37] care

Top Words in Tweet in G10:
[66] amr
[56] antibiotics
[55] antibioticresistance
[41] amralliance
[38] waaw
[19] gsk
[18] abpi_uk
[17] s
[16] tackle
[16] antibiotic

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1611] antibiotic,awareness
[1610] awareness,week
[1252] world,antibiotic
[1161] antibiotic,resistance
[884] taking,antibiotics
[817] seek,advice
[709] use,antibiotics
[676] always,seek
[659] before,taking
[657] advice,qualified

Top Word Pairs in Tweet in G1:
[664] taking,antibiotics
[624] seek,advice
[588] awareness,week
[571] antibiotic,awareness
[563] world,antibiotic
[511] always,seek
[511] advice,qualified
[511] professional,before
[511] before,taking
[505] week,always

Top Word Pairs in Tweet in G2:
[298] use,antibiotics
[279] routine,use
[279] antibiotics,farms
[278] ministers,back
[278] back,eu
[278] eu,wide
[278] wide,ban
[278] ban,routine
[278] farms,help
[277] ask,ministers

Top Word Pairs in Tweet in G3:
[201] antibiotic,awareness
[157] awareness,week
[140] world,antibiotic
[62] antibiotic,resistance
[59] find,out
[59] help,tackle
[59] tackle,antibioticresistance
[58] here's,round
[54] sharing,cochraneevidence
[54] cochraneevidence,help

Top Word Pairs in Tweet in G4:
[107] awareness,week
[106] antibiotic,awareness
[92] world,antibiotic
[62] antimicrobial,resistance
[47] antibiotic,resistance
[45] resistance,affects
[45] affects,amr
[45] faoknowledge,antimicrobial
[39] spread,antibioticresistance
[36] help,stop

Top Word Pairs in Tweet in G5:
[131] antibiotic,resistance
[69] awareness,week
[64] antibiotic,awareness
[44] read,more
[37] u,s
[36] raise,awareness
[36] s,antibiotic
[34] public,health
[33] week,public
[33] health,heroes

Top Word Pairs in Tweet in G6:
[61] antibiotic,awareness
[53] awareness,week
[37] world,antibiotic
[35] fight,against
[35] against,antibioticresistance
[34] 9,00
[29] mark,european
[29] european,antibioticawarenessweek
[29] antibioticawarenessweek,tune
[28] tomorrow,mark

Top Word Pairs in Tweet in G7:
[89] antibiotic,awareness
[89] awareness,week
[60] seek,advice
[55] taking,antibiotics
[54] always,seek
[50] world,antibiotic
[41] healthcare,professional
[40] world,antibioticawarenessweek
[40] speeds,up
[40] advice,qualified

Top Word Pairs in Tweet in G8:
[59] awareness,week
[43] antibiotic,awareness
[42] find,out
[26] world,antibiotic
[20] week,find
[14] antibiotics,awareness
[14] cure,viruses
[14] national,antibiotic
[14] week,continue
[14] continue,advocate

Top Word Pairs in Tweet in G9:
[37] sorry,amount
[37] amount,antibiotics
[37] antibiotics,rid
[37] rid,cold
[37] cold,flu
[37] flu,talk
[37] talk,health
[37] health,care
[37] care,provider
[36] choosewiselyca,sorry

Top Word Pairs in Tweet in G10:
[14] awareness,week
[13] antimicrobial,resistance
[13] resistance,otherwise
[13] otherwise,known
[13] known,amr
[13] amr,explained
[13] explained,waaw
[12] pfizer,antimicrobial
[12] tackle,antibioticresistance
[11] age,country

Top Replied-To
Top Replied-To in Entire Graph:
@who
@idhubfsg
@avrilbiotic
@roger_manc
@aliciad3
@aspphysician
@johndn
@reallorraine
@cgonsocial
@aneurinbevanuhb

Top Replied-To in G1:
@who
@us_fda
@naturemicrobiol
@unfao

Top Replied-To in G3:
@idhubfsg
@avrilbiotic
@roger_manc
@who
@longitude_prize
@phe_uk
@eliowa
@aliciad3
@johndn
@aneurinbevanuhb

Top Replied-To in G4:
@faoanimalhealth
@nick_waterfield
@wef
@opsoms
@vet_record
@oxonandrew
@tr_foundation

Top Replied-To in G5:
@meetyourbeef
@ncdcgov
@us_fda
@dipo_aboderin
@who

Top Replied-To in G6:
@who
@eaad_eu
@claireekt
@allegranzib
@hildamqz
@jama_current
@courtierano
@efpia

Top Replied-To in G7:
@officialdohgov

Top Replied-To in G8:
@hbkidshospital
@asp_mirandas
@sass_canada
@aspphysician

Top Replied-To in G9:
@ameracadpeds

Top Replied-To in G10:
@gsk

Top Mentioned
Top Mentioned in Entire Graph:
@who
@drtedros
@nelsonpung
@cochraneuk
@bloggercihuy
@faoknowledge
@phe_uk
@longitude_prize
@eaad_eu
@choosewiselyca

Top Mentioned in G1:
@who
@drtedros
@nelsonpung
@microbiosoc
@ecowatch
@bdandco
@rnohnhs
@surgicalpharmd
@healthgovau

Top Mentioned in G2:
@afropagesen
@med_indonews
@helenradcliffe8
@elizamurfitt1

Top Mentioned in G3:
@cochraneuk
@longitude_prize
@phe_uk
@nesta_uk
@elizbeech
@who
@drdianeashiru
@nhschoices
@nhsengland
@ptsafetynhs

Top Mentioned in G4:
@faoknowledge
@who
@oieanimalhealth
@faowhocodex
@un
@faonews
@un_news_centre
@britishvets
@gaviseth
@theelders

Top Mentioned in G5:
@nighealthwatch
@cdcmmwr
@saveantibiotics
@who
@cdc_ncezid
@whonigeria
@cdcgov
@pharmonduty
@thelancetinfdis
@pewhealth

Top Mentioned in G6:
@who
@eaad_eu
@ema_news
@who_europe
@v_andriukaitis
@efsa_eu
@eu_health
@pgeu
@npsmedicinewise
@animalhealtheu

Top Mentioned in G7:
@undesa
@whoafro
@who
@whotimorleste
@moetitshidi
@mnce_sa
@youtube
@cochraneuk
@whonigeria
@southafricanasp

Top Mentioned in G8:
@canadanurses
@publichealthni
@brxad
@who
@icnurses
@cphaaphc
@foodgov
@stevewearne
@ipaccanada
@cddftnhs

Top Mentioned in G9:
@choosewiselyca
@aad_japan
@who
@healthns
@ameracadpeds
@phac_gc
@centreinfection
@bcwomenshosp
@cdcofbc
@changedayon

Top Mentioned in G10:
@amralliance
@abpi_uk
@gsk
@pfizer
@thomascueni
@who
@fionaharvey
@ajack
@phe_uk
@ft_health

Top Tweeters
Top Tweeters in Entire Graph:
@batcompte
@coventryupdate
@pharma_global
@jeepeg
@detikcom
@superalitita
@nilimajumder
@independent
@ez4u2say_janis
@nneusj

Top Tweeters in G1:
@batcompte
@ez4u2say_janis
@winterthur
@hihihirokane
@thaar
@kuliroberts
@insdatainter
@chowandchatter
@ksalam
@yubartina

Top Tweeters in G2:
@pharma_global
@jeepeg
@pairsonnalitesn
@cynthiawoolf
@ehealthydaily
@mytotalhealthng
@reemul64
@ozzmak
@davidlance3
@trendinaliabe

Top Tweeters in G3:
@coventryupdate
@gavinmackie6
@wenurses
@trumpvsscience
@ukgovtweets
@agencynurse
@bbcnewsni
@saphnasharonobe
@digitalphamcist
@manchesterhcc

Top Tweeters in G4:
@nilimajumder
@roblwilson
@jamiastarheart
@mariamuser
@sandyc1772
@mr_spock
@elusivenews
@scheerenberger
@wameyokw
@martam62296137

Top Tweeters in G5:
@magarya
@mdlinx
@dra_guaripete
@knightsalterego
@jcgomezrincon
@cvyahh
@kscincotta
@ikeanya
@yeancarrh
@wale_banks

Top Tweeters in G6:
@nneusj
@momsrising
@rtaylor_libdem
@elpalabrista
@lluis1966
@michalboni
@nrdc
@draachvez
@inidanoe
@peliteiro

Top Tweeters in G7:
@kingdiezel
@marieannelecler
@dlhampton
@aren_benito
@rock_steadee
@mbijaiya
@journalier31
@melissa39b
@_smeg
@meenu_01

Top Tweeters in G8:
@pedagogyce
@ammorah15
@mrgazd007
@kbmog
@susanlunenburg
@canadanurses
@drgvank
@bcrns
@andrewallergy
@nidirect

Top Tweeters in G9:
@rokyfitz
@pha
@monitor_ph
@edhollett
@nicoleagallant
@cadth_acmts
@ameracadpeds
@sognenis
@mshospital
@108hane

Top Tweeters in G10:
@scaler17
@clem_c
@arghya_whiwc
@idjice
@tanrob22
@bootsuk
@themja
@taxexpress1
@sinclairda
@jameselston3