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#eaad OR #eaad2019 OR #eaad19 OR #waaw OR #waaw19 OR #waaw2019 OR #antibioticawareness OR #worldanti (experimental version)
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From:
scotpublichealth
Uploaded on:
November 21, 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 7,525 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 since:2019-11-20 until:2019-11-21", 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 Thursday, 21 November 2019 at 17:54 UTC.

The tweets in the network were tweeted over the 23-hour, 58-minute period from Wednesday, 20 November 2019 at 00:00 UTC to Wednesday, 20 November 2019 at 23:58 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 : 7525
Unique Edges : 13847
Edges With Duplicates : 6708
Total Edges : 20555
Self-Loops : 2055
Reciprocated Vertex Pair Ratio : 0.0417380136986301
Reciprocated Edge Ratio : 0.0801314978426135
Connected Components : 919
Single-Vertex Connected Components : 481
Maximum Vertices in a Connected Component : 5372
Maximum Edges in a Connected Component : 17887
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.045538
Graph Density : 0.000257885729121959
Modularity : 0.594438
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 7,525 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 since:2019-11-20 until:2019-11-21", 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 Thursday, 21 November 2019 at 17:54 UTC.

The tweets in the network were tweeted over the 23-hour, 58-minute period from Wednesday, 20 November 2019 at 00:00 UTC to Wednesday, 20 November 2019 at 23:58 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 since:2019-11-20 until:2019-11-21
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:
[163] https://www.tryinteract.com/share/quiz/59e68e3a8ecd1200126656e8
[50] http://www.nhs.uk/antibioticresistance
[36] https://antibioticguardian.com/
[27] https://twitter.com/dr_nuellie_/status/1196838572290125829
[25] https://www.who.int/campaigns/world-antibiotic-awareness-week/world-antibiotic-awareness-week-2019/landing
[18] https://www.who.int/news-room/events/detail/2019/11/18/default-calendar/world-antibiotic-awareness-week-2019
[13] https://www.cdc.gov/drugresistance/biggest-threats.html
[12] http://antibioticguardian.com/Africa/
[11] https://generationr.org.uk/raising-awareness-of-antibiotic-resistance-with-children-and-young-people/
[10] https://www.who.int/infection-prevention/tools/focus-amr/en/

Top URLs in Tweet in G1:
[12] http://antibioticguardian.com/Africa/
[10] https://www.tryinteract.com/share/quiz/59e68e3a8ecd1200126656e8
[9] https://www.cdc.gov/drugresistance/biggest-threats.html
[9] http://antibioticguardian.com/africa/
[7] https://www.instagram.com/p/B5BxV9Pg0N9/?igshid=1iedsynnswcax
[6] https://www.ahrq.gov/antibiotic-use/acute-care/four-moments/index.html
[6] http://www.africacdc.org/press-centre/news/107-working-together-to-tackle-antimicrobial-resistance-in-africa
[5] https://www.who.int/news-room/events/detail/2019/11/18/default-calendar/world-antibiotic-awareness-week-2019
[4] https://wellcome.ac.uk/news/second-global-call-action-against-drug-resistant-infections
[4] https://www.antibioticawareness.ca/

Top URLs in Tweet in G2:
[7] https://www.who.int/news-room/events/detail/2019/11/18/default-calendar/world-antibiotic-awareness-week-2019
[7] https://www.who.int/infection-prevention/tools/focus-amr/en/
[5] https://www.healtheuropa.eu/veterinarians-at-heart-of-drug-resistance-fightback/94931/
[5] http://www.fao.org/asiapacific/events/detail-events/en/c/1638/
[4] https://www.who.int/campaigns/world-antibiotic-awareness-week/world-antibiotic-awareness-week-2019/landing
[4] http://www.fao.org/antimicrobial-resistance/world-antibiotic-awareness-week/en/?utm_content=buffer110a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.youtube.com/watch?v=2Dz92bEcWho&feature=youtu.be

[3] https://twitter.com/WHO/status/1196342259773517829
[3] http://fao.adobeconnect.com/waaw_webinar/
[3] https://www.who.int/fr/news-room/events/detail/2019/11/18/default-calendar/world-antibiotic-awareness-week-2019

Top URLs in Tweet in G3:
[111] https://www.tryinteract.com/share/quiz/59e68e3a8ecd1200126656e8
[10] https://antibioticguardian.com/
[6] https://www.who.int/campaigns/world-antibiotic-awareness-week/world-antibiotic-awareness-week-2019/landing
[5] https://quiz.tryinteract.com/?fbclid=IwAR15GHX0Xk-fWzfeI4cc1qVM0rCWdcPQutYitoKIMjt3rqhuBz6bUrPi1SY#/59e68e3a8ecd1200126656e8
[4] https://www.reddit.com/r/augmentedreality/comments/dz06ag/ios_android_ar_game_this_an_augmented_reality/
[3] https://twitter.com/BRxAD/status/1196577654302019585
[3] https://quiz.tryinteract.com/#/59e68e3a8ecd1200126656e8
[3] https://pwc.blogs.com/health_matters/2019/11/winning-the-superbug-battle-what-is-it-going-to-take-part-1.html
[3] https://www.who.int/news-room/events/detail/2019/11/18/default-calendar/world-antibiotic-awareness-week-2019
[3] http://www.nhs.uk/antibioticresistance

Top URLs in Tweet in G4:
[8] https://resistancebank.org/
[4] http://www.euro.who.int/en/health-topics/disease-prevention/antimicrobial-resistance/news/news/2019/11/has-the-european-region-embraced-the-one-health-approach-in-the-fight-against-antimicrobial-resistance
[4] https://www.ema.europa.eu/en/human-regulatory/overview/public-health-threats/antimicrobial-resistance#public-awareness-section
[3] https://whowcms-digital-agency.s3-eu-west-1.amazonaws.com/whoantibioticawareness2019/share/poster-3-3.html
[2] https://antibiotic.ecdc.europa.eu/en/european-antibiotic-awareness-day-eaad-2019
[2] https://tribune.com.pk/story/2101031/1-spectre-antimicrobial-resistance-implications/
[2] https://www.hse.ie/eng/services/list/2/gp/antibiotic-prescribing/
[2] https://www.ema.europa.eu/en/partners-networks/international-activities/multilateral-organisations-initiatives/international-coalition-medicines-regulatory-authorities-icmra#commitment-to-fight-against-antimicrobial-resistance-section
[2] https://www.jpiamr.eu/supportedprojects/9th-call-results
[2] https://www.tryinteract.com/share/quiz/59e68e3a8ecd1200126656e8

Top URLs in Tweet in G5:
[9] https://antibioticguardian.com/
[4] https://www.birmingham.ac.uk/research/heroes/antibiotic-resistance.aspx
[3] https://twitter.com/batemanvhairi/status/1197191799128961028
[3] http://utistop.co.uk/
[2] https://www.rcgp.org.uk/clinical-and-research/resources/toolkits/amr/target-antibiotics-toolkit.aspx
[2] https://antibioticguardian.com
[2] https://twitter.com/NUH_Infection/status/1197107998709157890
[2] https://www.tryinteract.com/share/quiz/59e68e3a8ecd1200126656e8
[2] https://www.birmingham.ac.uk/university/colleges/mds/news/2019/11/waaw.aspx
[2] https://www.youtube.com/watch?v=b3dyFGWO1IU


Top URLs in Tweet in G6:
[6] https://www.youtube.com/watch?v=0T5iARVGtIQ

[5] https://www.antibioticawareness.ca/
[4] https://saskatoon.ctvnews.ca/video?clipId=1831691
[3] https://www.who.int/campaigns/world-antibiotic-awareness-week/world-antibiotic-awareness-week-2019/landing
[2] https://twitter.com/DidierPittet/status/1196365109330939904
[2] http://www.antibioticawareness.ca/?platform=hootsuite
[2] https://qualityofcarenl.ca/antibiotics-futureforum/
[2] https://issuu.com/sma_docs/docs/19.10.15_fall_2019_sma_digest_web/s/165378
[2] http://www.resistenciaantibioticos.es/es/tests/que-sabes-sobre-los-antibioticos?platform=hootsuite
[2] http://www.bccdc.ca/about/news-stories/stories/penicillin-allergies-are-rarer-than-you-think

Top URLs in Tweet in G7:
[44] http://www.nhs.uk/antibioticresistance
[4] https://antibioticguardian.com/
[1] https://twitter.com/NHSuk/status/1197141241823203330
[1] https://www.facebook.com/AntibioticResearchUK/photos/a.476410209166119/1570929546380841/?type=3&theater
[1] https://www.dentistry.co.uk/2019/11/18/fighting-antibiotic-resistance/
[1] https://www.facebook.com/AntibioticResearchUK/posts/1569009913239471?__xts__[0]=68.ARArpEMcJS-JXSuDXljaAPLTzOMR3sXHo_Do0XV46kDb4OzChCA9MradSPGGfaPQUlOV0wU-X8TYJkBdhvlXtM0j3vBBM7aSUcurrggnV2wbwLGxDeGKY5jdUf_fmzk1QJWXzflKsmqIbu3LGfhZ-HMhb91nQwoQy623WpGwRTt4GcTwCWcq9dXNJNAPC5Y6gwjprugRRNMwO3cO0G_8qrdcupMAeOSaqBDDmh_BobF1zgfrIaAdCOgqq5w4E5fXqS8hgpYfK4payty8nm4VW-jAoHCtGeh5kmAiIT6DCj5iu6CMKk3v_g1rGtAzOMObXVzJz2P8iMK93y8fxaSEsWVXLg&__tn__=-R
[1] https://www.nhs.uk/conditions/antibiotics/#antibiotic-resistance
[1] https://www.youtube.com/watch?v=plVk4NVIUh8

[1] https://twitter.com/applegate/status/1196903673969938433
[1] https://nationalpost.com/news/more-deaths-fewer-joint-replacements-huge-costs-the-superbug-crisis-is-already-here-report-warns

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=DdBWsP0oyj0&feature=emb_title

[1] https://academic.oup.com/femsec/article/doi/10.1093/femsec/fiy101/5033400
[1] https://academic.oup.com/femsle/article/doi/10.1093/femsle/fny283/5281428
[1] https://academic.oup.com/femsec/article/doi/10.1093/femsec/fiz071/5497921
[1] https://sarahs-world.blog/2019/03/02/about-antimicrobial-resistance-and-their-problems/
[1] https://horizon-magazine.eu/article/antibiotic-resistance-how-did-we-get-here.html?utm_source=twitter&utm_medium=share
[1] https://horizon-magazine.eu/article/non-antibiotic-cures-cows-could-speed-treatments-people.html?utm_source=twitter&utm_medium=post
[1] https://horizon-magazine.eu/article/scientists-aim-new-weapons-fight-against-superbugs.html?utm_source=twitter&utm_medium=share
[1] https://eu.smh.re/3ka
[1] https://eu.smh.re/3il

Top URLs in Tweet in G9:
[10] https://www.paho.org/hq/index.php?option=com_content&view=article&id=15537:world-antibiotic-awareness-week-2019&Itemid=42091&lang=es
[5] http://www1.paho.org/semana-antibioticos-2019
[2] https://www.who.int/es/news-room/events/detail/2019/11/18/default-calendar/world-antibiotic-awareness-week-2019

Top URLs in Tweet in G10:
[1] https://www.ingentaconnect.com/contentone/iuatld/ijtld/2019/00000023/00000002/art00001
[1] https://www.ctu.mrc.ac.uk/studies/all-studies/s/stream-stage-2/
[1] https://twitter.com/EUjamrai/status/1197087939337031680

Top Domains
Top Domains in Tweet in Entire Graph:
[498] twitter.com
[182] tryinteract.com
[103] who.int
[96] youtube.com
[92] nhs.uk
[74] antibioticguardian.com
[61] ac.uk
[59] cdc.gov
[52] co.uk
[38] org.uk

Top Domains in Tweet in G1:
[110] twitter.com
[33] cdc.gov
[27] antibioticguardian.com
[14] youtube.com
[14] who.int
[14] tryinteract.com
[12] ac.uk
[11] instagram.com
[9] co.uk
[8] africacdc.org

Top Domains in Tweet in G2:
[40] twitter.com
[35] who.int
[21] fao.org
[15] youtube.com
[6] healtheuropa.eu
[5] washinhcf.org
[4] oie.int
[3] cleanhospitals.com
[3] tryinteract.com
[3] adobeconnect.com

Top Domains in Tweet in G3:
[122] tryinteract.com
[83] twitter.com
[17] smh.re
[16] antibioticguardian.com
[16] who.int
[14] nhs.uk
[9] youtube.com
[8] cdc.gov
[5] co.uk
[5] bit.ly

Top Domains in Tweet in G4:
[22] twitter.com
[15] europa.eu
[8] who.int
[8] resistancebank.org
[3] biomedcentral.com
[3] youtube.com
[3] jpiamr.eu
[3] amazonaws.com
[3] epha.org
[2] eu-jamrai.eu

Top Domains in Tweet in G5:
[32] twitter.com
[15] ac.uk
[11] antibioticguardian.com
[7] co.uk
[6] youtube.com
[3] who.int
[3] nhs.uk
[2] org.uk
[2] tryinteract.com
[2] gamedrlimited.com

Top Domains in Tweet in G6:
[14] twitter.com
[9] antibioticawareness.ca
[7] youtube.com
[5] who.int
[4] sefap.org
[4] gc.ca
[4] ctvnews.ca
[4] resistenciaantibioticos.es
[3] choosingwiselycanada.org
[2] uwaterloo.ca

Top Domains in Tweet in G7:
[46] nhs.uk
[5] nrdc.org
[4] twitter.com
[4] antibioticguardian.com
[3] bit.ly
[2] facebook.com
[2] youtube.com
[2] org.uk
[1] co.uk
[1] nationalpost.com

Top Domains in Tweet in G8:
[3] oup.com
[3] horizon-magazine.eu
[2] smh.re
[1] youtube.com
[1] sarahs-world.blog
[1] youtu.be

Top Domains in Tweet in G9:
[15] paho.org
[2] who.int

Top Domains in Tweet in G10:
[1] ingentaconnect.com
[1] ac.uk
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2118] waaw2019
[1954] antibioticresistance
[1128] antibioticawarenessweek
[858] amr
[844] worldantibioticawarenessweek
[769] antibiotics
[693] keepantibioticsworking
[661] antimicrobialresistance
[551] المضادات_الحيوية
[543] احمي_المضاد



Top Hashtags in Tweet in G1:
[460] waaw2019
[393] antibioticresistance
[231] africawaaw
[173] antibiotics
[161] antibioticguardian
[160] antibioticawarenessweek
[153] amr
[123] antimicrobialresistance
[104] waaw19
[74] stopsuperbugs

Top Hashtags in Tweet in G2:
[437] antibioticresistance
[246] waaw2019
[186] antibiotics
[173] antimicrobialresistance
[163] amr
[76] worldantibioticawarenessweek
[59] waaw
[56] onehealth
[54] antibioticawarenessweek
[39] keepantibioticsworking

Top Hashtags in Tweet in G3:
[209] antibioticawarenessweek
[132] beantibioticsaware
[111] antibioticresistance
[91] waaw2019
[62] antibiotics
[59] worldantibioticawarenessweek
[53] keepantibioticsworking
[45] amr
[26] antibioticguardian
[22] antimicrobialresistance

Top Hashtags in Tweet in G4:
[137] antibioticresistance
[115] waaw2019
[114] worldantibioticawarenessweek
[94] amr
[82] antibiotics
[68] keepantibioticsworking
[65] eaad
[55] eaad2019
[52] antimicrobialresistance
[45] antibiotiques

Top Hashtags in Tweet in G5:
[177] waaw2019
[119] antibioticguardian
[111] amr
[86] keepantibioticsworking
[85] worldantibioticawarenessweek
[64] antibioticresistance
[59] sepsis
[44] doit4das
[37] antibioticawarenessweek
[34] waaw

Top Hashtags in Tweet in G6:
[79] antibioticawarenessweek
[44] antibioticresistance
[38] waaw2019
[29] antibioticos
[26] paciente
[22] eaad2019
[21] worldantibioticawarenessweek
[20] keepantibioticsworking
[19] pranamr19
[15] superbacterias

Top Hashtags in Tweet in G7:
[56] keepantibioticsworking
[46] worldantibioticawarenessweek
[41] antibioticresistance
[20] waaw2019
[13] antibioticawarenessweek
[12] antimicrobialresistance
[11] antibiotics
[9] stopsuperbugs
[9] amr
[9] superbugs

Top Hashtags in Tweet in G8:
[171] antimicrobialresistance
[21] antibioticresistance
[14] amr
[10] keepantibioticsworking
[9] waaw2019
[4] phages
[4] eufunded
[3] eaad2019
[3] femsjournals
[3] eaad

Top Hashtags in Tweet in G9:
[74] antibióticos
[13] resistenciaantimicrobiana
[4] saludparatodos
[1] antibioticawarenessweek
[1] waaw19
[1] resistenciaantibioticos

Top Hashtags in Tweet in G10:
[31] worldantibioticawarenessweek
[16] antibioticawarenessweek
[2] antibioticresistance
[2] tuberculosis
[2] antiobiotics
[2] rifampicin
[2] izoniazid
[1] mdrtb
[1] openaccess
[1] waaw2019

Top Words
Top Words in Tweet in Entire Graph:
[8302] Words in Sentiment List#1: Positive
[7883] Words in Sentiment List#2: Negative
[69] Words in Sentiment List#3: Angry/Violent
[277604] Non-categorized Words
[293789] Total Words
[3993] #waaw2019
[3448] antibiotic
[3182] #antibioticresistance
[2912] antibiotics
[1936] week

Top Words in Tweet in G1:
[1010] #waaw2019
[637] #antibioticresistance
[558] antibiotic
[482] #africawaaw
[438] antibiotics
[395] #antibioticguardian
[368] awareness
[334] use
[307] week
[300] help

Top Words in Tweet in G2:
[685] #antibioticresistance
[589] #waaw2019
[576] week
[568] antibiotics
[450] antibiotic
[438] #antibiotics
[422] use
[407] awareness
[369] #amr
[338] world

Top Words in Tweet in G3:
[407] antibiotic
[209] #antibioticawarenessweek
[151] antibiotics
[132] #beantibioticsaware
[120] best
[113] personality
[112] matches
[111] #antibioticresistance
[107] week
[106] awareness

Top Words in Tweet in G4:
[283] #antibioticresistance
[224] #waaw2019
[198] #amr
[187] antibiotic
[186] #keepantibioticsworking
[163] resistance
[160] #worldantibioticawarenessweek
[145] antibiotics
[132] #eaad
[113] #antibiotics

Top Words in Tweet in G5:
[411] s
[260] #waaw2019
[187] #antibioticguardian
[187] antibiotic
[169] #keepantibioticsworking
[134] antibiotics
[124] #amr
[105] awareness
[104] #worldantibioticawarenessweek
[97] one

Top Words in Tweet in G6:
[155] #antibioticawarenessweek
[107] antibióticos
[105] antibiotic
[98] #antibioticresistance
[97] uso
[81] sobre
[79] #eaad2019
[79] #keepantibioticsworking
[77] #antibioticos
[65] antibiotics

Top Words in Tweet in G7:
[206] antibiotics
[91] #keepantibioticsworking
[74] advice
[73] always
[70] antibiotic
[66] take
[64] help
[58] need
[56] #worldantibioticawarenessweek
[54] #waaw2019

Top Words in Tweet in G8:
[334] more
[332] work
[199] #amr
[191] #keepantibioticsworking
[190] #waaw2019
[175] antibiotic
[173] #antimicrobialresistance
[172] eu
[170] fight
[167] use

Top Words in Tweet in G9:
[156] antibióticos
[106] tus
[102] #resistenciaantimicrobiana
[74] #antibióticos
[73] solamente
[72] estimular
[72] mejores
[72] prácticas
[70] infecciones
[69] ayúdanos

Top Words in Tweet in G10:
[106] antibiotics
[93] #worldantibioticawarenessweek
[65] antibiotic
[65] new
[63] resistance
[63] challenge
[61] find
[59] ada
[59] yonath
[59] sounds

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1276] awareness,week
[1125] antibiotic,awareness
[816] world,antibiotic
[733] antibiotic,resistance
[532] #احمي_المضاد,#المضادات_الحيوية
[526] use,antibiotics
[495] #waawjo,#waaw2019
[493] antimicrobial,resistance
[430] #الأسبوع_العالمي_للمضادات_الحيوية,#الصحة_للجميع_وبالجميع
[426] #الصحة_للجميع_وبالجميع,#waawjo

Top Word Pairs in Tweet in G1:
[242] awareness,week
[155] antibiotic,awareness
[129] #amractionng,#naaw2019
[129] #naaw2019,#waaw2019
[101] drug,resistant
[100] antibiotic,resistance
[92] #waaw2019,#antibioticguardian
[90] learn,more
[87] #africawaaw,#amractionng
[84] #waaw2019,#stopsuperbugs

Top Word Pairs in Tweet in G2:
[325] awareness,week
[313] antibiotic,awareness
[305] world,antibiotic
[273] use,antibiotics
[225] future,#antibiotics
[224] week,world
[223] #antibiotics,depends
[221] week,rise
[221] rise,#antibioticresistance
[219] global,threat

Top Word Pairs in Tweet in G3:
[113] #beantibioticsaware,#antibioticawarenessweek
[112] matches,personality
[111] #antibioticawarenessweek,antibiotic
[111] best,matches
[110] antibiotic,best
[89] awareness,week
[80] antibiotic,awareness
[48] world,antibiotic
[47] antibiotic,resistance
[23] personality,penicillin

Top Word Pairs in Tweet in G4:
[74] antimicrobial,resistance
[71] antibiotic,awareness
[71] awareness,week
[69] world,antibiotic
[62] antibiotic,resistance
[47] future,antibiotics
[47] antibiotics,depends
[46] https,t
[46] t,co
[45] resistance,global

Top Word Pairs in Tweet in G5:
[71] antibiotic,awareness
[67] awareness,week
[65] global,threat
[56] world,antibiotic
[55] s,#worldantibioticawarenessweek
[55] #worldantibioticawarenessweek,s
[55] s,#amr
[55] #amr,s
[55] s,#sepsis
[55] #sepsis,s

Top Word Pairs in Tweet in G6:
[58] sobre,uso
[53] uso,prudente
[33] prudente,antibióticos
[32] #eaad2019,#keepantibioticsworking
[32] uso,antibióticos
[31] antibiotic,use
[30] #pranamr19,#eaad2019
[30] #keepantibioticsworking,#resistenciasantimicrobianas
[28] #pacientes,#antibioticos
[28] #antibioticos,#eaad2019

Top Word Pairs in Tweet in G7:
[58] always,take
[56] advice,antibiotics
[50] take,doctor's
[50] doctor's,advice
[50] antibiotics,#keepantibioticsworking
[41] remember,always
[32] find,out
[29] taking,antibiotics
[29] antibiotics,need
[26] antibiotic,resistance

Top Word Pairs in Tweet in G8:
[332] more,work
[176] #amr,#waaw2019
[167] antibiotic,use
[167] learn,more
[166] #antimicrobialresistance,doing
[166] doing,fight
[166] fight,antibiotic
[166] use,reduced
[166] reduced,20
[166] 20,past

Top Word Pairs in Tweet in G9:
[72] estimular,mejores
[72] mejores,prácticas
[59] futuro,#antibióticos
[59] #antibióticos,depende
[59] depende,ayúdanos
[59] ayúdanos,estimular
[59] previene,infecciones
[59] infecciones,disminuye
[59] disminuye,propagación
[59] propagación,#resistenciaantimicrobiana

Top Word Pairs in Tweet in G10:
[61] antibiotic,resistance
[59] ada,yonath
[59] yonath,sounds
[59] sounds,alarm
[59] alarm,global
[59] global,challenge
[59] challenge,antibiotic
[59] resistance,prophet
[59] prophet,predict
[59] predict,future

Top Replied-To
Top Replied-To in Entire Graph:
@hcsmafrica
@takeshi_kasai
@africacdc
@whothailand
@guidance_group
@southafricanasp
@fao
@ihoofficial
@who
@umnews

Top Replied-To in G1:
@hcsmafrica
@africacdc
@southafricanasp
@ihoofficial
@umnews
@_facesa
@alkhalilkouma
@bsacandjac
@tumainimakole
@returnofthevic

Top Replied-To in G2:
@takeshi_kasai
@fao
@who
@whothailand
@didierpittet
@mopbedd
@daiglobal
@pagliaraexeter
@alicesim
@whowpro

Top Replied-To in G3:
@antibioest

Top Replied-To in G4:
@who
@v_andriukaitis
@resistomap
@eucouncil
@euscienceinnov
@cdcgov

Top Replied-To in G5:
@nuh_infection
@bugdoc76
@ranjit_virdee
@peterda37788122
@leannemariecha1

Top Replied-To in G6:
@pfizer

Top Replied-To in G7:
@1antruk
@stag_roseppg

Top Replied-To in G8:
@horizonmageu

Top Mentioned
Top Mentioned in Entire Graph:
@who
@africacdc
@fao
@cdcgov
@oieanimalhealth
@eaad_eu
@drdianeashiru
@_facesa
@hcsmafrica
@who_europe

Top Mentioned in G1:
@africacdc
@cdcgov
@who
@hcsmafrica
@_facesa
@cw_pharmacists
@drdianeashiru
@_africanunion
@drjayvarma
@reactgroup

Top Mentioned in G2:
@who
@fao
@oieanimalhealth
@faoanimalhealth
@whosearo
@whowpro
@usaid
@health4animals
@faoasiapacific
@ilri

Top Mentioned in G3:
@unitedhospfund
@urgentcarenownj

Top Mentioned in G4:
@eaad_eu
@who_europe
@who
@ecdc_eu
@msf
@eucouncil
@eu_health
@selfcareweekeu
@minsolisante
@santeprevention

Top Mentioned in G5:
@uhbipc
@teamnuh
@peterda37788122
@carolyn72279864
@microblog_me_uk
@uhbtrust
@jeanharker1
@nuh_infection
@bugdoc76
@imibirmingham

Top Mentioned in G6:
@publichealthon
@sefap_fap
@aempsgob
@choosewiselyca
@pfizer_spain
@seimc_
@sefh_
@sempsph
@semicyuc
@cpho_canada

Top Mentioned in G7:
@theamrcentre
@1antruk
@battlesuperbugs
@peakfm
@dorsetccg
@aru_bfs
@aru_fse
@chrisokane89
@consumerreports
@talk_with_fact

Top Mentioned in G8:
@csrbengt
@drbommel
@vaccinestoday
@embl
@zhangt1968
@dominic_frigon
@willhgaze
@chuvlausanne

Top Mentioned in G9:
@ghruamr
@somosagrosavia

Top Mentioned in G10:
@who
@theunion_tblh
@ijtld

Top Tweeters
Top Tweeters in Entire Graph:
@sahelhkj
@claudosky
@roblwilson
@evankirstel
@algonfdez
@chipotletweets
@john1966olsen
@susan_bell1212
@amjustasma
@lizardogramcko

Top Tweeters in G1:
@susan_bell1212
@fleming77
@magarya
@gezgintrk
@saludhealthinfo
@aparanjape
@aschettino
@trumpateam
@academicchatter
@jhaleyj56

Top Tweeters in G2:
@tzdiscovery
@olumideidowu
@igorrybovic
@teddyboylocsin
@nancysa45944060
@ranumpowerplay
@1realkidd
@daniambiental
@slidewinding
@heatherll1981

Top Tweeters in G3:
@pekkapuhakka
@realtrouble_
@dr_lawc
@powerfm987
@vijetamalikbjp
@slbaldry
@mguhlin
@tamesidecouncil
@alexwitzleben
@hudagargoum

Top Tweeters in G4:
@vivodisogniebas
@caleeuropaedic
@alebori
@drferdowsi
@philippesayous
@metrotravelnews
@apollinedchamp
@lzankereu
@dlang57500
@gbssupport

Top Tweeters in G5:
@mrdissent
@agger
@aliciaprice92
@martinremains
@isamutlib
@janis_cottee
@celticchickadee
@drdavidwarriner
@nursemaiden
@draachvez

Top Tweeters in G6:
@oasismountain
@larazon_es
@enedina37049621
@laporres
@cbcnl
@lluis1966
@trojas3012
@tvmoviedan
@vocmopenline
@gerardo_ddc

Top Tweeters in G7:
@mikecoulson48
@thebonnydoon
@heather_c_c
@respectyourself
@wendys
@nordbergvalerie
@voxdotcom
@heyyojos
@bbclancashire
@nrdc

Top Tweeters in G8:
@claudosky
@roblwilson
@algonfdez
@john1966olsen
@lizardogramcko
@mckinlay_liz
@healthmaturesex
@jodieh1131
@curiocat13
@annetteashley61

Top Tweeters in G9:
@xiolina
@radiosaltaam840
@marvinharris76
@crazylourdes
@mvargasgarro
@gaba_cala
@opinandoensv
@dracolita
@och_am
@cierzo1

Top Tweeters in G10:
@sakuramatuume
@yalpacaa
@najhanismawi
@fjordman1
@pftftc
@monkeyjae
@jebat_anarchy
@dyeeanadia_
@eduardoarmienta
@coffeecupaa


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