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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 14, 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 via NodeXL http://bit.ly/2zEzer3
@

Description:
Description
The graph represents a network of 5,309 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", 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 Tuesday, 14 November 2017 at 19:37 UTC.

The tweets in the network were tweeted over the 8-hour, 35-minute period from Tuesday, 14 November 2017 at 10:42 UTC to Tuesday, 14 November 2017 at 19:17 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 : 5310
Unique Edges : 7210
Edges With Duplicates : 2546
Total Edges : 9756
Self-Loops : 2157
Reciprocated Vertex Pair Ratio : 0.0185867895545315
Reciprocated Edge Ratio : 0.0364952495852813
Connected Components : 1093
Single-Vertex Connected Components : 757
Maximum Vertices in a Connected Component : 3454
Maximum Edges in a Connected Component : 7639
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.525442
Graph Density : 0.000235218665386816
Modularity : 0.640408
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[226] 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
[166] http://oms-platform.onebigrobot.com/en/experience
[69] http://www.thunderclap.it/tipped/62709/twitter
[51] https://twitter.com/i/moments/930377398142595072
[48] http://who.int/campaigns/world-antibiotic-awareness-week/es/
[36] http://oms-platform.onebigrobot.com/en
[26] http://antibioticguardian.com/
[21] https://www.youtube.com/watch?v=Biw-5Jx64jE&feature=youtu.be
[20] https://www.ecowatch.com/antibiotic-apocalypse-livestock-force-fed-2509349786.html
[18] https://www.tryinteract.com/share/quiz/59e68e3a8ecd1200126656e8

Top URLs in Tweet in G1:
[44] http://who.int/campaigns/world-antibiotic-awareness-week/es/
[19] https://www.ecowatch.com/antibiotic-apocalypse-livestock-force-fed-2509349786.html
[17] http://who.int/campaigns/world-antibiotic-awareness-week/fr/
[8] https://twitter.com/WHO/status/928946468907569152
[4] https://www.cihi.ca/en/oecd-interactive-tool-international-comparisons-prescribing-in-primary-care
[4] https://twitter.com/zeeny_hassim/status/929964752570388481
[3] http://mgen.microbiologyresearch.org/content/journal/mgen/10.1099/mgen.0.000131
[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:
[214] 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
[48] http://www.thunderclap.it/tipped/62709/twitter
[12] http://antibioticguardian.com/
[11] 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.medpagetoday.com/meetingcoverage/aao/69266
[3] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[3] https://twitter.com/i/moments/930377398142595072
[3] https://www.medicalnewstoday.com/articles/320070.php?utm_source=

Top URLs in Tweet in G3:
[9] http://antibioticguardian.com/
[5] http://www.catchshortfilm.com
[5] https://www.rpharms.com/making-a-difference/policy-a-z/antimicrobial-stewardship
[4] https://publichealthmatters.blog.gov.uk/2017/11/13/health-matters-preventing-infections-and-reducing-amr/?utm_source=Twitter&utm_medium=Tweet131101&utm_campaign=HealthMatters
[4] https://aws.passkey.com/gt/212550898?gtid=e7875770e8ed24411e853db4d9b26ce4
[4] https://www.clahrc-wessex.nihr.ac.uk/news/131/southampton-to-premiere-award-winning-short-film-catch-to-mark-world-antibiotic-awareness-week
[4] https://wellcome.ac.uk/news/antibiotic-resistance-has-language-barrier
[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
[3] http://antibioticguardian.com/organisations/
[3] https://twitter.com/RMayNurseDir/status/930439175828013056

Top URLs in Tweet in G4:
[41] https://twitter.com/i/moments/930377398142595072
[31] 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
[9] http://news.trust.org/item/20171114080835-seddg/?utm_source=twitter&utm_medium=social+media&utm_campaign=faoknowledge
[4] 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.euro.who.int/en/health-topics/disease-prevention/antimicrobial-resistance/news/news/2017/11/every-infection-prevented-is-an-antibiotic-treatment-avoided
[4] https://www.liverpool.ac.uk/infection-and-global-health/news/articles/new-funding-tackle-antibiotic-resistance/?platform=hootsuite
[3] http://www.thelancet.com/journals/langlo/article/PIIS2214-109X(17)30364-9/fulltext
[3] http://www.fao.org/zhc/detail-events/en/c/451065/?utm_source=twitter&utm_medium=social+media&utm_campaign=faoknowledge
[3] https://www.healthforanimals.org/resources-and-events/resources/newsletter-repository/6-responsible-antibiotic-use.html?q=19

Top URLs in Tweet in G5:
[21] https://www.youtube.com/watch?v=Biw-5Jx64jE&feature=youtu.be
[10] http://www.ema.europa.eu/docs/en_GB/document_library/Other/2017/11/WC500238071.pdf
[7] http://www.salute.gov.it/portale/news/p3_2_1_1_1.jsp?lingua=italiano&menu=notizie&p=dalministero&id=3168
[4] https://www.youtube.com/watch?time_continue=22&v=l-n-CK9WP88
[3] https://twitter.com/EAAD_EU/status/930440435197235202
[3] http://www.who.int/mediacentre/factsheets/antibiotic-resistance/en/
[3] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/
[2] https://youtu.be/3D7Dt6dLKxk
[2] https://antibiotic.ecdc.europa.eu/sites/eaad/files/media/en/eaad/PublishingImages/antibiotic-resistance-spread.jpg
[2] https://twitter.com/who/status/928928219990028288

Top URLs in Tweet in G6:
[6] http://onlinelibrary.wiley.com/doi/10.1002/14651858.CD000219.pub4/abstract?utm_content=buffer24e55&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://onlinelibrary.wiley.com/doi/10.1002/14651858.CD010257/full?utm_content=buffer24f0c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[4] https://twitter.com/CochraneEPOC/status/930014070706704385
[3] http://www.wales.nhs.uk/sitesplus/888/page/75428
[3] https://blog.ochsner.org/articles/what-are-superbugs/
[2] http://antibioticguardian.com/
[2] https://www.nihr.ac.uk/research-and-impact/research-priorities/antimicrobial-resistance.htm
[2] http://avoiding/
[2] http://onlinelibrary.wiley.com/doi/10.1002/14651858.CD007482.pub3/full?utm_content=buffer3a6f4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[9] https://www.cdc.gov/antibiotic-use/?utm_source=Twitter&utm_medium=Social&utm_campaign=2017_CDC_AU&utm_content=Social_Twitter_1
[7] http://www.pewtrusts.org/en/multimedia/video/2017/parents-remember-army-vets-battle-with-antibiotic-resistance
[5] https://www.cdc.gov/antibiotic-use/
[4] http://amr.bd.com
[2] https://www.ncbi.nlm.nih.gov/pubmed/27156625?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ncbi.nlm.nih.gov/pubmed/27450003?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/930381832306266112
[1] https://twitter.com/i/web/status/930487232942796800
[1] https://twitter.com/i/web/status/930435401206173696
[1] https://twitter.com/i/web/status/930435808439554048

Top URLs in Tweet in G8:
[6] https://www.facebook.com/NationalInstituteforHealthandCareExcellence/
[3] https://longitudeprize.org/blog-post/how-antibiotic-resistance-is-affecting-newborn-babies-india
[2] https://twitter.com/rpharms/status/930352603422007296
[2] https://www.nice.org.uk/news/article/antibiotics-should-not-be-used-treat-the-majority-of-sinus-infections-nice-says?utm_medium=social&utm_source=twitter&utm_campaign=sinusmocifinal
[2] https://www.expatica.com/ch/news/country-news/SW-In-ten-years-Swiss-agriculture-reduces-antibiotics-usage-by-half_1537123.html
[2] https://twitter.com/OfficialNIHR/status/930348369200975873
[1] https://twitter.com/i/web/status/930508856987410432
[1] https://twitter.com/i/web/status/930512947696295937
[1] https://twitter.com/i/web/status/930412518664736769
[1] https://twitter.com/i/web/status/930484811160055808

Top URLs in Tweet in G9:
[12] http://www.wales.nhs.uk/sitesplus/888/page/75428
[2] http://www.antibioticguardians.com
[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/927937628074373120
[1] https://twitter.com/i/web/status/929002789405065217
[1] https://twitter.com/timehealth/status/927960103294328833

Top URLs in Tweet in G10:
[12] http://www.rcuk.ac.uk/research/xrcprogrammes/tackling-antimicrobial-resistance/?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn
[5] https://www.youtube.com/watch?v=Tc1eNYX932s&utm_medium=social&utm_campaign=SocialSignIn&utm_source=Twitter
[4] https://www.bloomberg.com/news/articles/2017-11-14/turning-to-a-discarded-remedy-to-defeat-superbugs-quicktake-q-a
[3] https://www.mrc.ac.uk/news/browse/antibiotic-awareness-week-research-council-scientists-collaborate-in-fight-against-amr/
[3] https://www.youtube.com/watch?v=Tc1eNYX932s
[2] http://bit.ly/tacklingAMR?utm_medium=social&utm_campaign=SocialSignIn&utm_source=Twitter
[2] http://www.rcuk.ac.uk/research/xrcprogrammes/tackling-antimicrobial-resistance/
[2] http://ow.ly/Jw1X30fz4V
[2] http://oms-platform.onebigrobot.com/en
[1] https://twitter.com/i/web/status/930442705447952385

Top Domains
Top Domains in Tweet in Entire Graph:
[1865] twitter.com
[231] org.uk
[203] onebigrobot.com
[148] who.int
[74] thunderclap.it
[67] ac.uk
[65] youtube.com
[43] nhs.uk
[36] antibioticguardian.com
[32] co.uk

Top Domains in Tweet in G1:
[129] twitter.com
[74] who.int
[19] ecowatch.com
[4] cihi.ca
[3] microbiologyresearch.org
[2] qz.com
[2] microbiologyonline.org
[2] onebigrobot.com
[2] co.uk
[2] elsevier.com

Top Domains in Tweet in G2:
[310] twitter.com
[216] org.uk
[48] thunderclap.it
[18] who.int
[17] fb.me
[14] antibioticguardian.com
[14] medicalnewstoday.com
[12] tryinteract.com
[7] paper.li
[6] youtube.com

Top Domains in Tweet in G3:
[243] twitter.com
[14] antibioticguardian.com
[13] ac.uk
[9] gov.uk
[7] gov.au
[7] elsevierhealth.com
[5] catchshortfilm.com
[5] rpharms.com
[5] youtube.com
[4] passkey.com

Top Domains in Tweet in G4:
[170] twitter.com
[33] onebigrobot.com
[17] fao.org
[11] who.int
[10] ac.uk
[9] trust.org
[7] co.uk
[6] healthforanimals.org
[4] un.org
[4] nhs.uk

Top Domains in Tweet in G5:
[62] twitter.com
[27] youtube.com
[13] europa.eu
[8] who.int
[7] gov.it
[2] youtu.be
[1] elanco360.com
[1] trust.org
[1] thunderclap.it

Top Domains in Tweet in G6:
[47] twitter.com
[12] wiley.com
[4] who.int
[3] nhs.uk
[3] ochsner.org
[2] antibioticguardian.com
[2] ac.uk
[2] avoiding
[2] exblog.jp
[1] fb.me

Top Domains in Tweet in G7:
[67] twitter.com
[16] cdc.gov
[8] pewtrusts.org
[5] nih.gov
[4] bd.com
[1] vtoxford.org
[1] lnks.gd
[1] aaem.org
[1] youtube.com
[1] theguardian.com

Top Domains in Tweet in G8:
[69] twitter.com
[6] facebook.com
[3] longitudeprize.org
[2] org.uk
[2] expatica.com
[1] youtube.com
[1] wordpress.com
[1] nature.com
[1] co.uk
[1] theguardian.com

Top Domains in Tweet in G9:
[18] twitter.com
[12] nhs.uk
[8] youtube.com
[2] antibioticguardians.com
[2] fao.org
[1] gardp.org

Top Domains in Tweet in G10:
[30] twitter.com
[19] ac.uk
[8] youtube.com
[4] bloomberg.com
[2] bit.ly
[2] ow.ly
[2] onebigrobot.com
[1] reuters.com
[1] theguardian.com
[1] umn.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2248] antibioticresistance
[811] antibiotics
[651] antibioticawarenessweek
[573] bijakantibiotik
[554] amr
[335] keepantibioticsworking
[271] waaw
[254] factoryfarming
[248] eaad
[225] antibioticguardian



Top Hashtags in Tweet in G1:
[485] antibioticresistance
[82] antibiotics
[81] stopsuperbugs
[47] antibióticos
[45] antibioticawarenessweek
[43] amr
[31] waaw
[28] antibiotiques
[20] livestock
[11] antimicrobialresistance

Top Hashtags in Tweet in G2:
[284] antibiotics
[222] factoryfarming
[91] antibioticresistance
[62] antibioticawarenessweek
[54] eaad
[33] amr
[26] keepantibioticsworking
[20] antibioticguardian
[9] alphadxplor
[9] superbugs

Top Hashtags in Tweet in G3:
[126] antibioticawarenessweek
[121] antibioticguardian
[113] antibioticresistance
[92] waaw
[73] keepantibioticsworking
[62] antibiotics
[62] amr
[44] waaw2017
[37] talkamr
[36] improveipc

Top Hashtags in Tweet in G4:
[166] amr
[158] antibioticresistance
[49] antimicrobialresistance
[42] antibiotics
[39] waaw2017
[37] antibioticawarenessweek
[21] stopsuperbugs
[18] waaw
[17] codex
[12] onehealth

Top Hashtags in Tweet in G5:
[117] antibioticresistance
[84] keepantibioticsworking
[71] eaad
[41] antibiotics
[32] amr
[24] antibioticawarenessweek
[16] onehealth
[12] amralliance
[10] superbugs
[9] waaw

Top Hashtags in Tweet in G6:
[83] antibioticresistance
[63] cochraneevidence
[23] antibiotics
[13] antibioticguardian
[11] antibioticawarenessweek
[10] amr
[10] amrwales
[9] worldantibioticawarenessweek
[9] ent
[8] eaad2017

Top Hashtags in Tweet in G7:
[32] antibioticresistance
[29] antibiotics
[23] antibioticawarenessweek
[21] beantibioticsaware
[20] superbugs
[19] superdrugs
[14] amr
[14] n8medical
[11] waaw
[10] usaaw17

Top Hashtags in Tweet in G8:
[45] antibioticresistance
[24] waaw2017
[21] superbugs
[14] worldantibioticawarenessweek
[13] antimicrobial
[12] antibioticguardian
[11] antibioticawarenessweek
[11] waaw
[10] ebug
[10] facebooklive

Top Hashtags in Tweet in G9:
[53] antibioticresistance
[37] antibioticawarenessweek
[14] antibiotics
[10] keepantibioticsworking
[5] amr
[4] amrwales
[3] waaw17
[2] antibioticguardian
[2] waaw
[2] amractionng

Top Hashtags in Tweet in G10:
[62] antibioticresistance
[28] amr
[15] antibioticsawarenessweek
[8] superbugs
[8] amrinsight
[7] antibiotics
[5] antibioticawarenessweek
[5] trustyourvet
[4] waaw
[4] antibióticos

Top Words
Top Words in Tweet in Entire Graph:
[2504] Words in Sentiment List#1: Positive
[4356] Words in Sentiment List#2: Negative
[26] Words in Sentiment List#3: Angry/Violent
[122915] Non-categorized Words
[129776] Total Words
[2545] antibiotic
[2524] antibiotics
[2250] antibioticresistance
[1363] week
[1339] awareness

Top Words in Tweet in G1:
[828] antibiotics
[797] antibiotic
[486] antibioticresistance
[458] taking
[453] advice
[451] seek
[447] week
[442] awareness
[437] world
[382] resistance

Top Words in Tweet in G2:
[406] antibiotics
[303] use
[272] eu
[250] help
[248] antibiotic
[244] join
[228] back
[227] farms
[226] ask
[226] routine

Top Words in Tweet in G3:
[186] antibiotics
[126] antibioticawarenessweek
[125] antibiotic
[121] antibioticguardian
[113] antibioticresistance
[92] waaw
[89] s
[85] world
[75] amr
[73] keepantibioticsworking

Top Words in Tweet in G4:
[170] amr
[158] antibioticresistance
[139] antibiotic
[132] antibiotics
[126] week
[109] resistance
[104] world
[98] awareness
[97] help
[82] use

Top Words in Tweet in G5:
[117] antibioticresistance
[89] antibiotics
[84] keepantibioticsworking
[71] eaad
[50] tomorrow
[44] eaad_eu
[42] ema_news
[42] antibiotic
[39] against
[35] fight

Top Words in Tweet in G6:
[110] antibiotic
[83] antibioticresistance
[76] world
[70] week
[69] awareness
[64] antibiotics
[63] cochraneuk
[63] cochraneevidence
[47] help
[42] tackle

Top Words in Tweet in G7:
[51] antibiotic
[47] antibiotics
[46] dr
[32] antibioticresistance
[28] resistance
[28] week
[28] right
[25] awareness
[23] antibioticawarenessweek
[23] genberg

Top Words in Tweet in G8:
[50] antibiotic
[49] resistance
[45] antibioticresistance
[38] longitude_prize
[30] superbugs
[26] nesta_uk
[24] waaw2017
[22] sciencemuseum
[22] antibiotics
[15] tonight

Top Words in Tweet in G9:
[104] antibiotics
[62] antibiotic
[53] antibioticresistance
[48] week
[47] taking
[45] need
[45] awareness
[43] world
[42] seek
[42] today

Top Words in Tweet in G10:
[62] antibioticresistance
[47] out
[34] antibiotic
[32] week
[28] awareness
[28] amr
[25] check
[22] find
[19] new
[18] ukri_news

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1189] awareness,week
[1171] antibiotic,awareness
[931] antibiotic,resistance
[916] world,antibiotic
[607] taking,antibiotics
[593] seek,advice
[572] use,antibiotics
[500] always,seek
[488] advice,qualified
[487] before,taking

Top Word Pairs in Tweet in G1:
[452] taking,antibiotics
[450] seek,advice
[432] awareness,week
[416] antibiotic,awareness
[409] world,antibiotic
[375] always,seek
[375] advice,qualified
[375] professional,before
[375] before,taking
[368] week,always

Top Word Pairs in Tweet in G2:
[239] use,antibiotics
[225] ministers,back
[225] back,eu
[225] eu,wide
[225] wide,ban
[225] ban,routine
[225] routine,use
[225] antibiotics,farms
[224] ask,ministers
[224] farms,help

Top Word Pairs in Tweet in G3:
[45] antibiotic,awareness
[43] awareness,week
[39] world,antibiotic
[35] world,antibioticawarenessweek
[33] antibiotic,resistance
[31] antibiotics,aren
[31] aren,t
[30] s,advice
[29] t,always
[29] always,needed

Top Word Pairs in Tweet in G4:
[95] awareness,week
[93] antibiotic,awareness
[89] world,antibiotic
[56] antimicrobial,resistance
[41] faoknowledge,antimicrobial
[40] stop,spread
[40] resistance,affects
[40] affects,amr
[38] spread,antibioticresistance
[36] help,stop

Top Word Pairs in Tweet in G5:
[29] antibiotic,awareness
[26] 9,00
[26] fight,against
[26] against,antibioticresistance
[21] tomorrow,mark
[21] mark,european
[21] european,antibioticawarenessweek
[21] antibioticawarenessweek,tune
[21] tune,cet
[21] cet,9

Top Word Pairs in Tweet in G6:
[66] awareness,week
[64] world,antibiotic
[64] antibiotic,awareness
[39] sharing,cochraneevidence
[38] help,tackle
[37] tackle,antibioticresistance
[37] here's,round
[36] week,sharing
[36] cochraneevidence,help
[32] cochraneuk,world

Top Word Pairs in Tweet in G7:
[23] awareness,week
[21] dr,genberg
[19] superbugs,superdrugs
[19] antibiotic,awareness
[18] antibiotic,resistance
[14] genberg,n8medical
[13] use,antibiotics
[12] n8medical,superbugs
[9] right,drug
[9] drug,right

Top Word Pairs in Tweet in G8:
[22] antibiotic,resistance
[14] resisting,resistance
[14] resistance,superbugs
[14] superbugs,london's
[14] london's,sciencemuseum
[14] sciencemuseum,explores
[13] nesta_uk,longitude_prize
[13] naturemicrobiol,resisting
[13] explores,crisis
[13] crisis,antimicrobial

Top Word Pairs in Tweet in G9:
[47] taking,antibiotics
[43] antibiotic,awareness
[43] awareness,week
[33] antibiotics,treat
[32] world,antibioticawarenessweek
[32] speeds,up
[31] today,begins
[31] begins,antibiotic
[31] week,know
[31] know,antibiotics

Top Word Pairs in Tweet in G10:
[27] antibiotic,awareness
[27] awareness,week
[25] check,out
[22] find,out
[16] world,antibiotic
[13] antibioticsawarenessweek,check
[13] out,infographic
[13] infographic,brief
[13] brief,history
[13] history,antibioticresistance

Top Replied-To
Top Replied-To in Entire Graph:
@idhubfsg
@who
@cgonsocial
@reallorraine
@aliciad3
@aneurinbevanuhb
@aspphysician
@us_fda
@amsinsight
@faoanimalhealth

Top Replied-To in G1:
@who
@nelsonpung
@us_fda

Top Replied-To in G3:
@idhubfsg
@phe_uk
@aliciad3
@aneurinbevanuhb
@glynisbenett
@sadak_mohamedr
@liz_berry_1
@microblog_me_uk
@yorkteachingnhs
@rmaynursedir

Top Replied-To in G4:
@faoanimalhealth
@who
@opsoms
@vet_record
@claireekt
@tr_foundation
@courtierano

Top Replied-To in G5:
@amsinsight
@eaad_eu
@who
@efpia

Top Replied-To in G8:
@asherichia
@drzoewilliams
@bcuhb
@longitude_prize

Top Replied-To in G9:
@johndn
@officialdohgov

Top Mentioned
Top Mentioned in Entire Graph:
@who
@drtedros
@nelsonpung
@bloggercihuy
@faoknowledge
@cochraneuk
@phe_uk
@stellachrisfann
@onu_es
@nighealthwatch

Top Mentioned in G1:
@who
@drtedros
@nelsonpung
@microbiosoc
@ecowatch
@abpi_uk
@theelders
@f
@rnohnhs

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

Top Mentioned in G3:
@phe_uk
@drdianeashiru
@ptsafetynhs
@elizbeech
@warwick_amr
@who
@rjonesy4
@idhubfsg
@abuhb_rx
@rstmh

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

Top Mentioned in G5:
@eaad_eu
@ema_news
@v_andriukaitis
@who_europe
@hselive
@eu_health
@who
@efsa_eu
@amralliance
@pgeu

Top Mentioned in G6:
@cochraneuk
@thelancetinfdis
@officialnihr
@cochran
@who
@cv_uhb
@cochraneohg
@cochraneepoc
@cerys_lockett
@cochraneent

Top Mentioned in G7:
@cdc_ncezid
@cdcgov
@saveantibiotics
@imibirmingham
@news_ub
@carb_x
@_bgzorn_
@graingerlab
@laurapiddock
@bdandco

Top Mentioned in G8:
@longitude_prize
@nesta_uk
@sciencemuseum
@ebug_uk
@naturemicrobiol
@drzoewilliams
@lshtm_amr
@nicecomms
@targetabx
@claire6thompson

Top Mentioned in G9:
@undesa
@whoafro
@who
@publichealthw
@moetitshidi
@youtube
@tomgeetweet
@whouganda
@southafricanasp
@hhsmedia

Top Mentioned in G10:
@ukri_news
@the_mrc
@esrc
@medresfdn
@universityleeds
@who
@technology
@mrceval
@research_uk
@unibirmingham

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

Top Tweeters in G1:
@ez4u2say_janis
@roblwilson
@jamiastarheart
@hihihirokane
@thaar
@chowandchatter
@ksalam
@yubartina
@johangreg
@drsue19380

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

Top Tweeters in G3:
@coventryupdate
@wenurses
@ukgovtweets
@digitalphamcist
@folamanboy
@castrocloud
@orangesoda2_0
@spoonhead8
@medicinegov
@the_rhs

Top Tweeters in G4:
@nilimajumder
@mariamuser
@sandyc1772
@mr_spock
@scheerenberger
@wameyokw
@chshakeelgujar
@62six_
@elpalabrista
@susanamnk

Top Tweeters in G5:
@nneusj
@michalboni
@conefreypharmac
@clem_c
@pacodeleiro
@ats_bergamo
@portalfarma
@9am
@rolirolihlahla
@rapsorg

Top Tweeters in G6:
@cleverestcookie
@agencynurse
@saphnasharonobe
@sachiko_amiko
@evidpediatria
@bibliovirtual
@isabelvalin
@kerryhood
@xsaezll
@cochraneuk

Top Tweeters in G7:
@independent
@mdlinx
@dra_guaripete
@kscincotta
@themarketstorm
@masp1982
@biociencia2013
@wvschaik
@antibioticresis
@usainuk

Top Tweeters in G8:
@gavinmackie6
@sempaiscuba
@mattrussell_phd
@tinctureofmuse
@innovateuk
@irenemate
@sciencemuseum
@babir1981
@msmjetten
@hemsworthalison

Top Tweeters in G9:
@marieannelecler
@aren_benito
@melissa39b
@_smeg
@meenu_01
@afridevinfo
@kemenkesri
@youtube
@mungainancy
@drmghisoni

Top Tweeters in G10:
@thetimes
@jatetro
@scieducation1
@unibirmingham
@technology
@infectiousdz
@isglobalorg
@esrc
@qubelfast
@defragovuk