#eaad OR #eaad2019 OR #eaad19 OR #waaw OR #waaw19 OR #waaw2019 OR #antibioticawareness OR #worldantibioticawarenessweek OR #antibioticawarenessweek OR "antibiotic awareness week" OR "antibiotic awareness day" OR #stopsuperbugs OR #aaw2019 OR #aaw19 OR #antibioticguardian OR #keepantibioticsworking OR #antibioticresistance until:2019-11-18, Twitter, 11/23/2019 4:08:19 PM, 217090


FAQ | Problem?

#eaad OR #eaad2019 OR #eaad19 OR #waaw OR #waaw19 OR #waaw2019 OR #antibioticawareness OR #worldanti
#eaad OR #eaad2019 OR #eaad19 OR #waaw OR #waaw19 OR #waaw2019 OR #antibioticawareness OR #worldanti
From:
scotpublichealth
Uploaded on:
November 23, 2019
Short Description:
#eaad OR #eaad2019 OR #eaad19 OR #waaw OR #waaw19 OR #waaw2019 OR #antibioticawareness OR #worldantibioticawarenessweek OR #antibioticawarenessweek OR "antibiotic awareness week" OR "antibiotic awareness day" OR #stopsuperbugs OR #aaw2019 OR #aaw19 OR #antibioticguardian OR #keepantibioticsworking O

Description:
Description
The graph represents a network of 3,769 Twitter users whose recent tweets contained "#eaad OR #eaad2019 OR #eaad19 OR #waaw OR #waaw19 OR #waaw2019 OR #antibioticawareness OR #worldantibioticawarenessweek OR #antibioticawarenessweek OR "antibiotic awareness week" OR "antibiotic awareness day" OR #stopsuperbugs OR #aaw2019 OR #aaw19 OR #antibioticguardian OR #keepantibioticsworking OR #antibioticresistance until:2019-11-18", 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 Saturday, 23 November 2019 at 15:41 UTC.

The tweets in the network were tweeted over the 3-day, 12-hour, 9-minute period from Thursday, 14 November 2019 at 11:49 UTC to Sunday, 17 November 2019 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 : 3769
Unique Edges : 7927
Edges With Duplicates : 2374
Total Edges : 10301
Self-Loops : 773
Reciprocated Vertex Pair Ratio : 0.0359919739152245
Reciprocated Edge Ratio : 0.0694831134245249
Connected Components : 386
Single-Vertex Connected Components : 197
Maximum Vertices in a Connected Component : 2840
Maximum Edges in a Connected Component : 9105
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.570101
Graph Density : 0.000581695347958173
Modularity : 0.62204
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,769 Twitter users whose recent tweets contained "#eaad OR #eaad2019 OR #eaad19 OR #waaw OR #waaw19 OR #waaw2019 OR #antibioticawareness OR #worldantibioticawarenessweek OR #antibioticawarenessweek OR "antibiotic awareness week" OR "antibiotic awareness day" OR #stopsuperbugs OR #aaw2019 OR #aaw19 OR #antibioticguardian OR #keepantibioticsworking OR #antibioticresistance until:2019-11-18", 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 Saturday, 23 November 2019 at 15:41 UTC.

The tweets in the network were tweeted over the 3-day, 12-hour, 9-minute period from Thursday, 14 November 2019 at 11:49 UTC to Sunday, 17 November 2019 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #eaad OR #eaad2019 OR #eaad19 OR #waaw OR #waaw19 OR #waaw2019 OR #antibioticawareness OR #worldantibioticawarenessweek OR #antibioticawarenessweek OR "antibiotic awareness week" OR "antibiotic awareness day" OR #stopsuperbugs OR #aaw2019 OR #aaw19 OR #antibioticguardian OR #keepantibioticsworking OR #antibioticresistance until:2019-11-18
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:
[71] https://www.ahrq.gov/antibiotic-use/acute-care/four-moments/index.html
[30] https://www.cdc.gov/drugresistance/biggest-threats.html
[26] https://antibioticguardian.com/
[21] https://www.who.int/campaigns/world-antibiotic-awareness-week/world-antibiotic-awareness-week-2019/landing
[17] http://www.nhs.uk/antibioticresistance
[14] https://www.who.int/news-room/events/detail/2019/11/18/default-calendar/world-antibiotic-awareness-week-2019
[9] https://www.antibioticawareness.ca/
[9] http://apps.who.int/world-antibiotic-awareness-week/activities/en/event/cuidemos-los-antibiticos-en-los-pacientes-crticos?t_i=15105843465dca39377759d.jpg
[8] https://www.medscape.com/viewarticle/921293?src=soc_tw_191116_mscpedt_news_mdscp_antibioticresistance&faf=1
[7] https://www.cdc.gov/antibiotic-use/week/get-involved.html

Top URLs in Tweet in G1:
[16] http://www.nhs.uk/antibioticresistance
[5] https://pledge.antibioticawarenessweek.org/en/
[5] http://www.fao.org/fao-stories/article/en/c/1056781/
[4] https://www.who.int/news-room/events/detail/2019/11/18/default-calendar/world-antibiotic-awareness-week-2019
[4] https://www.agamfec.com/dia-europeo-para-o-uso-prudente-dos-antibioticos/?lang=gl_ES
[3] http://antibioticguardian.com/south-africa/
[3] http://apps.who.int/world-antibiotic-awareness-week/activities/en/experience?s=1
[3] https://twitter.com/chikwe_i/status/1195699461525266432
[2] https://mailchi.mp/8bd98dcf9375/2019waaw_webinar
[2] https://www.weforum.org/agenda/2019/01/how-to-win-the-war-against-antibiotic-resistant-bacteria/

Top URLs in Tweet in G2:
[16] https://www.ahrq.gov/antibiotic-use/acute-care/four-moments/index.html
[7] https://jamanetwork.com/journals/jamanetworkopen/article-abstract/2754258
[5] https://twitter.com/elizbeech/status/1194990966425341955
[5] https://twitter.com/EAAD_EU/status/1195383031307083777
[4] https://www.ncas-australia.org/education
[4] http://www.cidrap.umn.edu/news-perspective/2019/11/cdc-spotlights-deadly-threat-antibiotic-resistance
[4] https://uk.reuters.com/article/us-health-typhoid-pakistan/pakistan-deploys-new-vaccine-against-superbug-typhoid-outbreak-idUKKBN1XP11L
[4] https://twitter.com/thensamrc/status/1195354711433584640
[4] https://www.instagram.com/the_nsamrc/
[4] https://antibioticguardian.com/

Top URLs in Tweet in G3:
[53] https://www.ahrq.gov/antibiotic-use/acute-care/four-moments/index.html
[17] https://www.cdc.gov/drugresistance/biggest-threats.html
[9] http://apps.who.int/world-antibiotic-awareness-week/activities/en/event/cuidemos-los-antibiticos-en-los-pacientes-crticos?t_i=15105843465dca39377759d.jpg
[8] https://www.antibioticawareness.ca/
[5] https://www.washingtonpost.com/health/2019/11/13/deadly-superbugs-pose-greater-threat-than-previously-estimated/?arc404=true&wpisrc=al_news__alert-hse--alert-national&wpmk=1
[4] https://twitter.com/CDCgov/status/1194678405096202241
[3] https://www.who.int/news-room/events/detail/2019/11/18/default-calendar/world-antibiotic-awareness-week-2019
[2] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/
[2] https://cca-reports.ca/reports/the-potential-socio-economic-impacts-of-antimicrobial-resistance-in-canada/
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/11/13/how-to-combat-antibiotic-resistance-5-priorities-for-2020

Top URLs in Tweet in G4:
[7] https://www.who.int/campaigns/world-antibiotic-awareness-week/world-antibiotic-awareness-week-2019/landing
[6] https://antibioticguardian.com/
[6] https://www.cdc.gov/antibiotic-use/week/get-involved.html
[3] https://twitter.com/OIEAnimalHealth/status/1195629086196023296
[3] https://www.apothekersnieuws.nl/antibioticaresistentie-in-actie/
[3] https://www.ucihealth.org/blog/2017/07/penicillin-allergy?utm_source=Twitter
[2] https://www.npr.org/templates/story/story.php?storyId=778261164&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[2] https://twitter.com/cdcgov/status/1194678405096202241
[2] https://www.cdc.gov/drugresistance/biggest-threats.html
[2] https://noharm-europe.org/articles/news/europe/antimicrobial-resistance-what-you-need-know

Top URLs in Tweet in G5:
[4] https://combatamr.org/
[3] https://eu-jamrai.eu/
[3] https://www.animalhealtheurope.eu/health_for_future_generations/
[3] https://antibioticguardian.com/
[2] https://eurosurveillance.org/content/10.2807/1560-7917.ES.2019.24.46.1900281
[2] https://eurosurveillance.org/content/10.2807/1560-7917.ES.2019.24.46.1900656
[2] https://eurosurveillance.org/content/10.2807/1560-7917.ES.2019.24.46.1900098
[1] https://www.facebook.com/EAAD.EU/
[1] https://facebook.com/EAAD.EU/
[1] https://www.ecdc.europa.eu/en/news-events/european-antibiotic-awareness-day-2019-launch-event?fbclid=IwAR1gVMQfezaoTdFoZw98IuBiEEA9MvxT40z-DnfmDD4HKU7Btvi9fxlMOjM

Top URLs in Tweet in G6:
[4] https://wellcome.ac.uk/reports/reframing-antimicrobial-resistance-antibiotic-resistance?utm_source=twitter&utm_medium=o-wellcome
[4] https://wellcome.ac.uk/news/what-are-drug-resistant-infections?utm_source=twitter&utm_medium=o-wellcome&utm_campaign=dri_qa
[3] https://www.ted.com/talks/jonathan_o_halloran_resistance_is_futile_or_is_it?utm_campaign=tedspread&utm_medium=referral&utm_source=tedcomshare
[2] https://www.jpiamr.eu/newsletter-subscription/
[2] https://antibiotic.ecdc.europa.eu/en
[2] https://it.surveymonkey.com/r/R6DSPV5
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2819%2932767-9%2Ffulltext&rc=0
[2] https://www.linkedin.com/feed/update/urn:li:activity:6600762298057445376
[1] https://wellcome.ac.uk/what-we-do/our-work/drug-resistant-infections/drug-resistant-infections-science-economics?utm_source=twitter&utm_medium=o-wellcome&utm_campaign=marketsinfog
[1] https://www.cdc.gov/drugresistance/biggest-threats.html

Top URLs in Tweet in G7:
[4] https://www.vox.com/future-perfect/2019/11/14/20963824/drug-resistance-antibiotics-cdc-report
[4] https://www.cdc.gov/drugresistance/biggest-threats.html
[3] https://qualityofcarenl.ca/antibiotics-futureforum/
[2] https://twitter.com/cca_reports/status/1194212139554263042
[1] https://nigeriahealthwatch.com/its-not-typhoid-tackling-misdiagnosis-of-typhoid-fever-in-nigeria/#.XJ3kYJhKjIV
[1] https://nigeriahealthwatch.com/its-not-typhoid-tackling-misdiagnosis-of-typhoid-fever-in-nigeria/#.XcqDSzPTUwC
[1] https://twitter.com/elizbeech/status/1194990966425341955
[1] http://www.cidrap.umn.edu/news-perspective/2019/11/stewardship-resistance-scan-nov-06-2019
[1] http://longisland.news12.com/story/41322997/drugresistant-superbug-found-at-7-long-island-hospitals-10-nursing-homes
[1] https://www.winknews.com/2019/11/14/superbug-algae-churns-out-toxins-in-fish-making-floridians-seriously-sick/

Top URLs in Tweet in G8:
[3] https://twitter.com/BTHFT/status/1194930590350532608
[2] https://www.who.int/news-room/events/detail/2019/11/18/default-calendar/world-antibiotic-awareness-week-2019
[1] https://twitter.com/MicrobLog_me_uk/status/1195053338418696193
[1] https://www.youtube.com/watch?v=63f5JoFjqOw&feature=youtu.be

[1] https://twitter.com/davesmithpharm/status/1195416442272964609
[1] http://pledge.antibioticawarenessweek.org/

Top URLs in Tweet in G9:
[2] https://www.cdc.gov/drugresistance/biggest-threats.html
[2] https://seriouslyresistant.com/
[1] https://twitter.com/EAAD_EU/status/1195383031307083777
[1] https://twitter.com/DrDianeAshiru/status/1192582270349185025

Top URLs in Tweet in G10:
[2] https://twitter.com/wellcometrust/status/1195839037484994560
[2] https://www.healtheuropa.eu/veterinarians-at-heart-of-drug-resistance-fightback/94931/
[1] https://healthforanimals.org/resources-and-events/antibiotics-faq.html
[1] https://www.oie.int/fileadmin/Home/eng/Media_Center/docs/pdf/PortailAMR/EN_SM%20Toolkit_WAAW2019_Final.pdf
[1] https://twitter.com/WAAWKenya/status/1196025310476673030
[1] https://www.cdc.gov/drugresistance/pdf/threats-report/2019-ar-threats-report-508.pdf
[1] https://www.onehealthpoultry.org/blog-posts/antimicrobial-resistance-in-indian-poultry-cause-concern-and-measure/
[1] https://www.eventbrite.co.uk/e/the-2019-edinburgh-infectious-diseases-winter-lecture-tickets-78101223863

Top Domains
Top Domains in Tweet in Entire Graph:
[226] twitter.com
[72] who.int
[72] ahrq.gov
[50] cdc.gov
[44] antibioticguardian.com
[36] nhs.uk
[25] youtube.com
[25] ac.uk
[18] fao.org
[18] co.uk

Top Domains in Tweet in G1:
[25] twitter.com
[18] nhs.uk
[16] who.int
[12] fao.org
[8] antibioticguardian.com
[5] antibioticawarenessweek.org
[5] agamfec.com
[4] facebook.com
[4] resistenciaantibioticos.es
[2] oie.int

Top Domains in Tweet in G2:
[52] twitter.com
[16] ahrq.gov
[9] antibioticguardian.com
[8] umn.edu
[7] jamanetwork.com
[7] co.uk
[5] org.uk
[4] ncas-australia.org
[4] reuters.com
[4] instagram.com

Top Domains in Tweet in G3:
[54] ahrq.gov
[26] cdc.gov
[15] who.int
[14] twitter.com
[8] antibioticawareness.ca
[6] washingtonpost.com
[4] cca-reports.ca
[3] cnn.com
[3] pewtrusts.org
[2] yahoo.com

Top Domains in Tweet in G4:
[41] twitter.com
[14] who.int
[11] cdc.gov
[8] linkedin.com
[7] nhs.uk
[7] youtube.com
[6] antibioticguardian.com
[6] ucihealth.org
[3] facebook.com
[3] co.uk

Top Domains in Tweet in G5:
[8] twitter.com
[6] europa.eu
[6] eurosurveillance.org
[5] animalhealtheurope.eu
[4] combatamr.org
[3] eu-jamrai.eu
[3] antibioticguardian.com
[2] facebook.com
[2] youtube.com
[2] co.uk

Top Domains in Tweet in G6:
[14] ac.uk
[6] twitter.com
[3] elsevierhealth.com
[3] ted.com
[3] longitudeprize.org
[2] jpiamr.eu
[2] europa.eu
[2] surveymonkey.com
[2] linkedin.com
[1] cdc.gov

Top Domains in Tweet in G7:
[6] twitter.com
[4] vox.com
[4] cdc.gov
[3] qualityofcarenl.ca
[2] nigeriahealthwatch.com
[2] umn.edu
[2] facebook.com
[1] news12.com
[1] winknews.com
[1] awareness.ca

Top Domains in Tweet in G8:
[5] twitter.com
[2] who.int
[1] youtube.com
[1] antibioticawarenessweek.org

Top Domains in Tweet in G9:
[2] cdc.gov
[2] seriouslyresistant.com
[2] twitter.com

Top Domains in Tweet in G10:
[3] twitter.com
[2] healtheuropa.eu
[1] healthforanimals.org
[1] oie.int
[1] cdc.gov
[1] onehealthpoultry.org
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[957] antibioticresistance
[562] waaw2019
[351] keepantibioticsworking
[331] worldantibioticawarenessweek
[306] amr
[299] antibioticawarenessweek
[271] antibioticguardian
[187] antibiotics
[160] eaad
[150] waaw



Top Hashtags in Tweet in G1:
[233] waaw2019
[148] antibioticresistance
[115] worldantibioticawarenessweek
[114] amr
[69] oie
[60] keepantibioticsworking
[57] antibióticos
[49] gripe
[46] waaw
[41] antimicrobials

Top Hashtags in Tweet in G2:
[157] antibioticguardian
[136] antibioticresistance
[130] waaw2019
[118] keepantibioticsworking
[80] thensamrc
[65] eaad
[36] worldantibioticawarenessweek
[36] doit4das
[34] amr
[31] antibiotic

Top Hashtags in Tweet in G3:
[244] antibioticresistance
[42] antibioticawarenessweek
[34] usaaw19
[23] cdcarthreats
[21] antimicrobialstewardship
[21] amr
[20] antibiotics
[16] waaw2019
[13] superbugs
[13] onehealth

Top Hashtags in Tweet in G4:
[73] antibioticresistance
[25] keepantibioticsworking
[23] worldantibioticawarenessweek
[22] antibiotics
[22] antibioticawarenessweek
[19] amr
[18] waaw2019
[11] antibioticguardian
[9] antimicrobialresistance
[8] stopsuperbugs

Top Hashtags in Tweet in G5:
[59] eaad
[52] antibioticresistance
[44] antibiotics
[31] europeanantibioticawarenessday
[31] eaad2019
[30] keepantibioticsworking
[19] amr
[16] antibioticawarenessweek
[15] antimicrobialresistance
[13] waaw

Top Hashtags in Tweet in G6:
[47] stopsuperbugs
[19] eaad2019
[18] amr
[17] waaw2019
[15] antibioticresistance
[15] antibioticawarenessweek
[11] worldantibioticawarenessweek
[11] europeanantibioticawarenessday
[8] endtb
[6] typhoid

Top Hashtags in Tweet in G7:
[23] antibioticresistance
[16] antibioticawarenessweek
[13] antibiotics
[11] waaw2019
[8] antibioticawareness
[6] antibioticswisely
[5] cdcarthreats
[5] pharmacy5in5
[3] beantibioticsaware
[3] usaaw19

Top Hashtags in Tweet in G8:
[35] worldantibioticawarenessweek
[13] antibioticresistance
[12] antibioticguardian
[9] keepantibioticsworking
[9] selfcare
[8] antibioticawarenessweek
[3] antibioticawareness
[2] stewardforthefuture
[2] teamworkmakesthedreamwork
[1] waaw2019

Top Hashtags in Tweet in G9:
[28] antibioticresistance
[24] antibioticawarenessweek
[17] worldantibioticawarenessweek
[17] keepantibioticsworking
[13] cdcarthreats
[12] candidaauris
[3] eaad2019
[3] vaccines
[3] vaccinateyourkids
[3] polio

Top Hashtags in Tweet in G10:
[25] waaw2019
[23] amr
[17] antimicrobialresistance
[12] worldantibioticawarenessweek
[10] publichealth
[9] stopsuperbugs
[5] keepantibioticsworking
[5] poultry
[4] antibiotics
[3] antimicrobialstewardship

Top Words
Top Words in Tweet in Entire Graph:
[3595] Words in Sentiment List#1: Positive
[3532] Words in Sentiment List#2: Negative
[61] Words in Sentiment List#3: Angry/Violent
[131140] Non-categorized Words
[138267] Total Words
[1812] antibiotic
[1527] #antibioticresistance
[1350] week
[1256] antibiotics
[1056] awareness

Top Words in Tweet in G1:
[475] week
[424] #waaw2019
[387] awareness
[359] antibiotic
[335] antibiotics
[308] #keepantibioticsworking
[285] #antibioticresistance
[270] #amr
[239] world
[238] join

Top Words in Tweet in G2:
[417] #antibioticguardian
[306] antibiotic
[267] #keepantibioticsworking
[195] #waaw2019
[177] #thensamrc
[175] #antibioticresistance
[148] global
[143] nov
[133] more
[120] mon

Top Words in Tweet in G3:
[318] antibiotic
[306] #antibioticresistance
[187] new
[181] cdcgov
[151] report
[142] use
[134] s
[119] more
[103] resistant
[99] #waaw2019

Top Words in Tweet in G4:
[136] antibiotic
[87] week
[81] awareness
[76] #antibioticresistance
[55] antibiotics
[46] resistance
[45] world
[33] 2019
[29] 18
[29] november

Top Words in Tweet in G5:
[118] #eaad
[85] #keepantibioticsworking
[84] #antibioticresistance
[81] antibiotics
[69] week
[60] antibiotic
[58] 15
[55] 9
[53] live
[49] use

Top Words in Tweet in G6:
[121] #stopsuperbugs
[104] resistant
[71] antibiotics
[64] new
[60] drug
[57] bacteria
[54] drugs
[50] antibiotic
[50] week
[45] global

Top Words in Tweet in G7:
[77] week
[70] #antibioticresistance
[47] antibiotic
[45] antibiotics
[39] help
[29] next
[28] resistance
[28] use
[27] #waaw2019
[24] need

Top Words in Tweet in G8:
[44] help
[43] antibiotics
[39] #antibioticguardian
[38] #worldantibioticawarenessweek
[33] misuse
[30] week
[29] antibiotic
[26] 18
[23] resistance
[23] more

Top Words in Tweet in G9:
[40] nov
[39] #antibioticresistance
[38] 2019
[34] 18
[29] help
[28] s
[28] #keepantibioticsworking
[27] resistant
[25] spread
[25] word

Top Words in Tweet in G10:
[39] #waaw2019
[31] antibiotics
[29] #amr
[27] antibiotic
[27] use
[25] #worldantibioticawarenessweek
[24] awareness
[24] week
[21] through
[21] education

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[715] antibiotic,awareness
[705] awareness,week
[491] world,antibiotic
[376] next,week
[321] antibiotic,resistance
[233] antimicrobial,resistance
[219] global,health
[197] role,play
[177] use,antibiotics
[171] twitter,storm

Top Word Pairs in Tweet in G1:
[276] awareness,week
[233] antibiotic,awareness
[199] world,antibiotic
[132] https,t
[132] t,co
[126] next,week
[117] aquí,https
[105] antimicrobial,resistance
[74] antibiotic,resistance
[73] use,antibiotics

Top Word Pairs in Tweet in G2:
[99] #thensamrc,#antibioticguardian
[87] role,play
[74] twitter,storm
[74] 18,nov
[73] mon,18
[71] global,health
[70] nov,2019
[69] antibiotic,awareness
[69] #antibioticresistance,one
[68] everyone,role

Top Word Pairs in Tweet in G3:
[72] decision,making
[71] new,cdcgov
[65] 35,000
[64] improve,antibiotic
[61] spread,word
[60] prescribing,use
[57] cdcgov,report
[55] #idtwitter,#medtwitter
[55] #medtwitter,#foamed
[54] antibiotic,resistant

Top Word Pairs in Tweet in G4:
[68] antibiotic,awareness
[66] awareness,week
[41] world,antibiotic
[31] antibiotic,resistance
[15] 18,24
[12] 24,november
[12] november,2019
[11] antibiotic,resistant
[11] next,week
[10] don,t

Top Word Pairs in Tweet in G5:
[55] 9,15
[33] antibiotic,awareness
[33] #eaad,#waaw
[30] use,antibiotics
[26] next,monday
[26] monday,#europeanantibioticawarenessday
[26] #europeanantibioticawarenessday,#eaad2019
[26] #eaad2019,follow
[26] follow,along
[26] along,live

Top Word Pairs in Tweet in G6:
[59] drug,resistant
[44] resistant,infections
[25] become,resistant
[25] resistant,antibiotics
[24] new,drugs
[23] next,week
[22] drugs,#stopsuperbugs
[22] new,cdcgov
[21] latest,research
[20] drugs,designed

Top Word Pairs in Tweet in G7:
[27] next,week
[21] week,guest
[21] guest,blogger
[21] blogger,science
[21] science,health
[21] health,blog
[21] blog,bugs
[21] bugs,need
[21] need,drugs
[21] drugs,talk

Top Word Pairs in Tweet in G8:
[22] 18,24
[17] help,spread
[17] spread,word
[16] next,week
[15] #worldantibioticawarenessweek,happening
[15] happening,next
[15] week,18
[15] 24,nov
[15] nov,year
[15] year,re

Top Word Pairs in Tweet in G9:
[26] nov,2019
[25] help,spread
[25] spread,word
[24] s,#antibioticawarenessweek
[24] #antibioticawarenessweek,18
[24] 18,22
[24] 22,nov
[24] 2019,help
[24] word,protect
[24] protect,antibiotics

Top Word Pairs in Tweet in G10:
[22] antibiotic,awareness
[19] awareness,week
[14] veterinarians,helped
[14] helped,significantly
[14] significantly,reduce
[14] reduce,use
[14] use,antimicrobials
[14] antimicrobials,animals
[14] animals,through
[14] through,education

Top Replied-To
Top Replied-To in Entire Graph:
@guidance_group
@nihr_mpru
@who
@drdianeashiru
@rki_de
@thensamrc
@titojourno
@rachael_rodger
@farheenadr
@microblog_me_uk

Top Replied-To in G1:
@who
@microblog_me_uk
@cgiar
@_facesa
@hcsmafrica
@alkhalilkouma
@childrenoffire
@fooddtudk
@epruma1

Top Replied-To in G2:
@guidance_group
@thensamrc
@drdianeashiru
@rachael_rodger
@thatmould
@sapinker
@capcbristol
@drryanhamilton
@sully2fly
@swanseabug

Top Replied-To in G3:
@csishealth
@cdcgov
@erinmccreary
@chipublichealth
@cpj_rpc

Top Replied-To in G5:
@aesgp
@smhopkins
@ppieglobal

Top Replied-To in G7:
@drcjlittle
@catli_idpharm
@battlesuperbugs

Top Replied-To in G8:
@who
@cv_pharmacy

Top Replied-To in G9:
@ips_yorkshire

Top Mentioned
Top Mentioned in Entire Graph:
@who
@cdcgov
@drdianeashiru
@antibioticleeds
@bradspellberg
@ilri
@shea_epi
@fao
@ahrqnews
@oieanimalhealth

Top Mentioned in G1:
@who
@ilri
@fao
@oieanimalhealth
@sanidadgob
@kilimoke
@faoanimalhealth
@africacdc
@waawkenya
@faokenya

Top Mentioned in G2:
@drdianeashiru
@nhsggc
@sapgabx
@cidrap_asp
@antibioticleeds
@nhsggcpharmacy
@thensamrc
@raseaton66
@idstewardship
@uhbipc

Top Mentioned in G3:
@cdcgov
@bradspellberg
@shea_epi
@ahrqnews
@antibioticleeds
@sidpharm
@cdc_ncezid
@idsainfo
@cpj_rpc
@cdcdirector

Top Mentioned in G4:
@cot_csi

Top Mentioned in G5:
@eaad_eu
@euauditors
@ecdc_eu
@eu_health
@cmowales
@eit_health_de
@animalhealtheu
@eurosurveillanc
@eu_commission
@bmbf_bund

Top Mentioned in G6:
@cdcgov
@wellcome_amr
@kaminiwalia
@thelancet
@gavi
@nuigalway
@longitude_prize
@who
@ijtld
@drcharlieweller

Top Mentioned in G7:
@cma_docs
@cpho_canada
@voxdotcom
@lnwh_nhs
@easternhealthnl
@memorialu
@npaontario
@canadanurses
@famphyscan
@ocpinfo

Top Mentioned in G8:
@cv_pharmacy
@cv_uhb
@bthft
@cav_amg
@whowpro
@dohgov
@sainsburys
@sully2fly
@barnshospital
@kkmputrajaya

Top Mentioned in G9:
@leedshospitals
@lthpharmacy
@antibioticleeds
@universityleeds
@yvetteoade1
@leedsnews
@julianhartley1
@jdbleeds
@acutemedltht
@lthtams

Top Mentioned in G10:
@epruma1
@madhvijoshi
@gbrc_gujarat
@oieanimalhealth
@abuhb
@psofkenya
@adnandossajee
@nupsauon
@daniellamunene
@somoni

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@s9tmt
@freiewelteu
@sainsburys
@thereal_rebel
@mcdonalds
@dailynation
@citizentvkenya
@reuters
@baronianconsult

Top Tweeters in G1:
@edinburghwatch
@standardkenya
@reporterphoenix
@emilystellaemi2
@doderightthing
@cchukudebelu
@donmgreen
@szaktuell
@monitor_ph
@greta

Top Tweeters in G2:
@s9tmt
@drmel_t
@otfrom
@un
@mumsnettowers
@calderdale
@royalsociety
@renzpaas
@tedtalks
@chrishendel

Top Tweeters in G3:
@magannohate
@washingtonpost
@adekleine
@cnn
@saludhealthinfo
@freep
@washtimes
@femtech_
@cbsnews
@ingrx

Top Tweeters in G4:
@bettycjung
@debruning
@clinicalphase
@latinoldnont
@tripdatabase
@claudianichols
@ajoohoo
@rooheykay
@ap236
@gialcantara

Top Tweeters in G5:
@thereal_rebel
@sherbah46958042
@csibike1
@alcinx
@mpassy_jr
@jaco_chundabad
@zbrad111
@benishii_
@farm_machinery_
@resistorganize

Top Tweeters in G6:
@kean1s
@richardbarr2424
@arielblocker
@peernazia
@scieducation1
@quitmanstephens
@globalphobserv
@ghia1212
@equityhealthdev
@unibirmingham

Top Tweeters in G7:
@oasismountain
@kellyclelland1
@ghostcatbce
@geoff_bernz
@laurietmiller
@tvmoviedan
@voxdotcom
@kaytiki
@nighealthwatch
@retireathomebg

Top Tweeters in G8:
@sainsburys
@dewi_darmawati
@digitalphamcist
@cv_uhb
@kkmputrajaya
@opsoms_honduras
@asda
@rodhulme1
@karendawber
@mel_pickup

Top Tweeters in G9:
@leedsnews
@rpaads
@su572027295
@leedshospitals
@patcp66
@sefh_
@universityleeds
@rsdos6301
@dean14534683
@joannereynard

Top Tweeters in G10:
@dailynation
@citizentvkenya
@jacksotwister
@o_sapor
@ufuk89486848
@vetdrcandemir
@cdifffoundation
@mbaugitau
@frankob23745755
@edin_eid