#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:2017-11-17, Twitter, 11/17/2017 5:27:17 PM, 129663


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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:
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Uploaded on:
November 17, 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:2017-11-17 via NodeXL http://

Description:
Description
The graph represents a network of 11,494 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:2017-11-17", 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 Friday, 17 November 2017 at 14:45 UTC.

The tweets in the network were tweeted over the 1-day, 9-hour, 58-minute period from Wednesday, 15 November 2017 at 14:01 UTC to Thursday, 16 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 : 11494
Unique Edges : 15785
Edges With Duplicates : 8615
Total Edges : 24400
Self-Loops : 4675
Reciprocated Vertex Pair Ratio : 0.0251547987616099
Reciprocated Edge Ratio : 0.0490751226878067
Connected Components : 1611
Single-Vertex Connected Components : 1085
Maximum Vertices in a Connected Component : 8758
Maximum Edges in a Connected Component : 20888
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.283174
Graph Density : 0.000120317447297075
Modularity : 0.571172
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[115] https://www.nhs.uk/nhsengland/arc/pages/aboutarc.aspx
[93] http://www.who.int/foodsafety/areas_work/food-hygiene/AMR-food-infographics/en/
[80] https://twitter.com/DHgovuk/status/930841183781343232
[72] http://antibioticguardian.com/
[63] https://www.cdc.gov/foodsafety/challenges/antibiotic-resistance.html
[60] http://who.int/campaigns/world-antibiotic-awareness-week/es/
[54] 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
[53] https://www.cdc.gov/features/antibiotic-resistance-food/
[45] https://www.tryinteract.com/share/quiz/59e68e3a8ecd1200126656e8
[43] https://publichealthmatters.blog.gov.uk/2017/11/15/health-matters-resources-to-keep-antibiotics-working/

Top URLs in Tweet in G1:
[72] http://www.who.int/foodsafety/areas_work/food-hygiene/AMR-food-infographics/en/
[48] http://who.int/campaigns/world-antibiotic-awareness-week/es/
[14] http://www.fao.org/news/story/en/item/1056493/icode/?utm_content=bufferb8379&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://twitter.com/i/moments/930377398142595072
[8] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[7] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/
[5] http://news.trust.org/item/20171114080835-0a3dc/?utm_source=twitter&utm_medium=social+media&utm_campaign=faoknowledge
[4] http://www.who.int/mediacentre/factsheets/antibiotic-resistance/en/
[3] http://www.fao.org/zhc/detail-events/en/c/451065/?utm_source=twitter&utm_medium=social+media&utm_campaign=faoknowledge
[3] http://www.fao.org/3/a-bc310e.pdf?platform=hootsuite

Top URLs in Tweet in G2:
[36] https://publichealthmatters.blog.gov.uk/2017/11/15/health-matters-resources-to-keep-antibiotics-working/
[31] http://antibioticguardian.com/
[17] http://www.ema.europa.eu/ema/index.jsp?curl=pages/news_and_events/news/2017/11/news_detail_002851.jsp&mid=WC0b01ac058004d5c1
[15] https://twitter.com/DHgovuk/status/930841183781343232
[14] https://ecdc.europa.eu/en/publications-data/surveillance-antimicrobial-resistance-europe-2017
[13] https://cddep.org/publications/diary-of-a-staph/
[11] https://reflectionsipc.com/2017/11/15/who-guidelines-for-the-prevention-and-control-of-carbapenem-resistant-organisms/
[11] https://www.nhs.uk/nhsengland/arc/pages/aboutarc.aspx
[11] http://po.st/L0pU1J
[10] http://www.cidrap.umn.edu/news-perspective/2017/11/latest-european-data-show-increasing-antibiotic-resistance

Top URLs in Tweet in G3:
[57] https://www.cdc.gov/foodsafety/challenges/antibiotic-resistance.html
[49] https://www.cdc.gov/features/antibiotic-resistance-food/
[24] https://www.cdc.gov/antibiotic-use/week/promotional-materials/index.html
[22] http://www.pewtrusts.org/en/multimedia/surveys-and-quizzes/2017/are-you-superbug-savvy
[19] http://www.cidrap.umn.edu/news-perspective/2017/11/latest-european-data-show-increasing-antibiotic-resistance
[18] http://www.cdc.gov/foodsafety/challenges/antibiotic-resistance.html
[18] http://www.pewtrusts.org/en/research-and-analysis/analysis/2017/10/10/superbugs-dont-respect-borders
[16] https://www.cdc.gov/healthypets/pets-and-antibiotic-resistance.html
[13] https://go.usa.gov/xks9j
[13] http://advocacy.pewtrusts.org/page/15920/action/1?ea.tracking.id=twitter

Top URLs in Tweet in G4:
[46] 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
[28] https://www.tryinteract.com/share/quiz/59e68e3a8ecd1200126656e8
[21] https://www.sciencedaily.com/releases/2017/11/171115155620.htm
[11] http://antibioticguardian.com/
[9] https://twitter.com/WHO/status/929849231808061440
[7] http://www.wired.co.uk/article/repurposing-drugs-antibiotic-resistance-cycle-pharma
[6] http://www.huffingtonpost.co.uk/dr-james-kinross/the-drugs-dont-work-antib_b_18549512.html
[4] https://www.youtube.com/watch?v=bQV1Wq1OCqU&sns=fb
[4] https://www.sciencedaily.com/releases/2017/11/171115155620.htm?utm_source=dlvr.it&utm_medium=twitter
[4] http://www.who.int/foodsafety/areas_work/food-hygiene/AMR-food-infographics/en/

Top URLs in Tweet in G5:
[39] http://invs.santepubliquefrance.fr/Publications-et-outils/Rapports-et-syntheses/Maladies-infectieuses/2017/Consommation-d-antibiotiques-et-resistance-aux-antibiotiques-en-France-soyons-concernes-soyons-responsables
[7] https://www.weforum.org/agenda/2017/10/this-century-old-idea-could-be-the-key-to-tackling-antibiotic-resistance?utm_content=bufferd19a8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.facebook.com/sciencemuseumlondon/videos/10156858913619676/
[7] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/fr/
[5] https://www.nobelprize.org/nobel_prizes/medicine/laureates/1945/fleming-lecture.pdf
[4] https://www.youtube.com/watch?v=zcjhOsjzorc
[3] http://www.who.int/mediacentre/factsheets/antibiotic-resistance/en/?platform=hootsuite
[2] https://twitter.com/DHgovuk/status/930841183781343232
[2] https://www.youtube.com/watch?v=dQ5B18l4BTg
[2] http://www.santepubliquefrance.fr/Actualites/Journee-europeenne-sur-les-antibiotiques-18-novembre-2017

Top URLs in Tweet in G6:
[30] https://twitter.com/WHO/status/928946468907569152
[28] https://www.nhp.gov.in/world-antibiotic-awareness-week-2017_pg?utm_source=social%20media&utm_medium=posts&utm_campaign=promotions
[9] https://twitter.com/MFDA_mv/status/899142637826920449
[7] https://www.facebook.com/MFDAofficial/videos/1921070251488632/
[7] https://www.facebook.com/MFDAofficial/posts/1921391081456549
[4] https://qz.com/1124118/the-world-health-organization-has-issued-new-guidelines-for-antibiotic-resistance/
[4] https://blogs.tribune.com.pk/story/60319/do-you-take-antibiotics-for-a-seasonal-flu-or-viral-infection-if-yes-then-youre-as-ignorant-as-the-doctor-who-prescribed-it/
[4] https://www.facebook.com/MFDAofficial/videos/1919856918276632/
[4] http://www.embopress.org/AAW
[4] https://twitter.com/EmboMolMed/status/930464914388463617

Top URLs in Tweet in G7:
[54] https://twitter.com/DHgovuk/status/930841183781343232
[9] http://microbiologyonline.org/file/d69b0ae9fd1cdfba6e3bd80f6e0c5650.pdf
[6] https://twitter.com/nfus_chiefexec/status/930736239967330304
[5] https://publichealthmatters.blog.gov.uk/2014/11/18/10-reasons-you-should-be-worried-about-antibiotic-resistance/
[5] https://www.amr.gov.au
[4] https://paper.li/gabnetwork/Health-Wellness?edition_id=93834910-ca18-11e7-9700-0cc47a0d15fd
[3] http://www.cidrap.umn.edu/news-perspective/2017/11/latest-european-data-show-increasing-antibiotic-resistance
[3] https://www.youtube.com/watch?v=7PhmyNBWGik&feature=youtu.be
[3] http://antibioticguardian.com/
[3] http://www.catchshortfilm.com

Top URLs in Tweet in G8:
[102] https://www.nhs.uk/nhsengland/arc/pages/aboutarc.aspx
[6] http://r.socialstudio.radian6.com/bcdaf649-438d-4309-b7a2-a454c0182208
[5] https://twitter.com/dhgovuk/status/930841183781343232
[5] http://antibioticguardian.com/
[4] https://twitter.com/WHO/status/930180804751384582
[3] http://www.salute.gov.it/portale/news/p3_2_1_1_1.jsp?lingua=italiano&menu=notizie&p=dalministero&id=3168
[3] http://ow.ly/dUGa30guK4X?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn
[2] http://antibioticguardian.com/keep-antibiotics-working/
[2] http://r.socialstudio.radian6.com/c2ec2269-7417-437a-8baa-e7cbf4082844
[2] https://twitter.com/WHO/status/929849231808061440

Top URLs in Tweet in G9:
[6] http://www.wales.nhs.uk/sitesplus/888/page/75428
[2] https://www.youtube.com/watch?v=-ZX97bIbZBQ&feature=youtu.be
[1] https://twitter.com/i/web/status/930389231658250240
[1] https://twitter.com/i/web/status/930417139781132288
[1] https://twitter.com/i/web/status/931103905735495680
[1] https://twitter.com/i/web/status/931167208209821697
[1] https://twitter.com/i/web/status/931203369015894016
[1] https://twitter.com/i/web/status/931172156737761281
[1] https://twitter.com/charlashhill89/status/930478412547919873
[1] https://twitter.com/i/web/status/931091634762207232

Top URLs in Tweet in G10:
[12] https://www.canada.ca/en/public-health/services/publications/drugs-health-products/canadian-antimicrobial-resistance-surveillance-system-2017-report-executive-summary.html
[9] http://antibioticwise.ca/
[9] https://www.canada.ca/en/public-health/services/video/how-to-prevent-antibiotic-resistance.html
[5] https://www.canada.ca/en/public-health/services/reports-publications/canada-communicable-disease-report-ccdr.html
[4] http://antibioticwise.ca/quiz/
[3] https://www.youtube.com/watch?v=0T5iARVGtIQ&feature=youtu.be
[3] https://www.youtube.com/watch?v=8Hct22oIYck&feature=youtu.be
[3] http://www.cbc.ca/news/canada/prince-edward-island/pei-antibiotic-awareness-1.4402819
[2] http://www.healthcarecan.ca/what-we-do/research-innovation/supportthereport-campaign/
[2] https://www.cdc.gov/features/antibiotic-resistance-food/

Top Domains
Top Domains in Tweet in Entire Graph:
[4657] twitter.com
[348] who.int
[310] cdc.gov
[139] nhs.uk
[128] youtube.com
[110] pewtrusts.org
[96] antibioticguardian.com
[87] co.uk
[82] ac.uk
[78] fb.me

Top Domains in Tweet in G1:
[288] twitter.com
[150] who.int
[22] fao.org
[8] youtube.com
[5] co.nz
[5] trust.org
[4] pscp.tv
[4] cdc.gov
[4] nih.gov
[4] fb.me

Top Domains in Tweet in G2:
[1038] twitter.com
[56] europa.eu
[40] antibioticguardian.com
[39] gov.uk
[34] youtube.com
[31] who.int
[15] nhs.uk
[14] cddep.org
[14] umn.edu
[13] ac.uk

Top Domains in Tweet in G3:
[695] twitter.com
[235] cdc.gov
[89] pewtrusts.org
[34] umn.edu
[28] usa.gov
[20] who.int
[12] proantibioticos.com
[10] youtube.com
[10] whitehouse.gov
[9] ac.uk

Top Domains in Tweet in G4:
[805] twitter.com
[47] org.uk
[44] fb.me
[32] cdc.gov
[29] sciencedaily.com
[28] who.int
[28] tryinteract.com
[26] co.uk
[13] youtube.com
[12] antibioticguardian.com

Top Domains in Tweet in G5:
[114] twitter.com
[41] santepubliquefrance.fr
[16] who.int
[9] facebook.com
[7] youtube.com
[7] weforum.org
[5] nobelprize.org
[2] cpias.fr
[2] cdc.gov
[2] co.uk

Top Domains in Tweet in G6:
[133] twitter.com
[28] gov.in
[19] facebook.com
[4] qz.com
[4] com.pk
[4] who.int
[4] embopress.org
[3] fb.me
[3] biovoicenews.com
[2] thunderclap.it

Top Domains in Tweet in G7:
[140] twitter.com
[12] youtube.com
[9] gov.uk
[9] microbiologyonline.org
[5] gov.au
[4] paper.li
[3] fb.me
[3] umn.edu
[3] antibioticguardian.com
[3] org.uk

Top Domains in Tweet in G8:
[102] nhs.uk
[62] twitter.com
[8] radian6.com
[7] antibioticguardian.com
[3] gov.it
[3] ow.ly
[2] youtube.com
[2] who.int
[2] ac.uk
[2] tryinteract.com

Top Domains in Tweet in G9:
[9] twitter.com
[6] nhs.uk
[2] youtube.com

Top Domains in Tweet in G10:
[60] twitter.com
[26] canada.ca
[13] antibioticwise.ca
[7] youtube.com
[5] who.int
[3] healthcarecan.ca
[3] cbc.ca
[2] cdc.gov
[2] fw.to
[1] choosingwiselycanada.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6233] antibioticresistance
[2269] antibiotics
[1717] antibioticawarenessweek
[1674] amr
[1207] keepantibioticsworking
[801] antibioticguardian
[801] eaad
[791] waaw
[565] waaw2017
[422] stopsuperbugs



Top Hashtags in Tweet in G1:
[1375] antibioticresistance
[624] antibiotics
[180] amr
[103] stopsuperbugs
[80] antimicrobialresistance
[51] waaw2017
[49] waaw
[37] antibioticawarenessweek
[29] antibióticos
[16] keepantibioticsworking

Top Hashtags in Tweet in G2:
[814] antibioticresistance
[536] eaad
[517] keepantibioticsworking
[498] antibioticguardian
[492] antibioticawarenessweek
[431] amr
[308] antibiotics
[278] waaw
[169] waaw2017
[106] doit4das

Top Hashtags in Tweet in G3:
[1442] antibioticresistance
[298] antibiotics
[278] beantibioticsaware
[236] antibioticawarenessweek
[160] amr
[133] antibioticresistant
[96] usaaw17
[93] keepantibioticsworking
[78] waaw
[51] antibiotic

Top Hashtags in Tweet in G4:
[227] antibioticresistance
[167] antibiotics
[115] antibioticawarenessweek
[72] keepantibioticsworking
[63] amr
[47] factoryfarming
[41] antibiotici
[41] eaad
[30] antibiotic
[24] antibioticguardian

Top Hashtags in Tweet in G5:
[378] antibioticresistance
[94] keepantibioticsworking
[75] antibioresistance
[66] antibiotiques
[63] eaad
[59] superbugs
[54] antibioticawarenessweek
[51] waaw
[46] sdgs
[45] antibiotics

Top Hashtags in Tweet in G6:
[307] antibioticresistance
[130] amr
[89] waaw2017
[88] keepantibioticsworking
[72] worldantibioticawarenessweek
[46] antibiotics
[34] swasthabharat
[22] endtb
[15] antibioticawarenessweek
[11] uhc

Top Hashtags in Tweet in G7:
[122] stopsuperbugs
[99] amr
[73] antibioticresistance
[46] antibioticawarenessweek
[35] waaw
[26] antibiotics
[23] antibioticguardian
[19] keepantibioticsworking
[14] eaad
[13] waaw2017

Top Hashtags in Tweet in G8:
[122] waaw17
[57] antibioticguardian
[50] antibioticresistance
[45] antibioticawarenessweek
[32] antibiotics
[25] keepantibioticsworking
[16] waaw
[14] eaad
[12] antibioticoresistenza
[11] antibiotici

Top Hashtags in Tweet in G9:
[67] antibiotics
[63] antimicrobialresistance
[13] amrwales
[10] eaad
[7] worldantibioticawarenessweek
[7] antibioticguardian
[6] keepantibiotcsworking
[4] keepantibioticsworking
[4] antibioticresistance
[4] antibioticsawarenessweek

Top Hashtags in Tweet in G10:
[94] antibiotics
[74] antibioticresistance
[46] antibioticawarenessweek
[43] saveabx
[26] choosingwisely
[13] amr
[12] antibiotic
[10] keepantibioticsworking
[9] changeday
[9] pharmacists

Top Words
Top Words in Tweet in Entire Graph:
[7613] Words in Sentiment List#1: Positive
[8491] Words in Sentiment List#2: Negative
[114] Words in Sentiment List#3: Angry/Violent
[304176] Non-categorized Words
[320280] Total Words
[6970] antibiotics
[6233] antibioticresistance
[5840] antibiotic
[3020] awareness
[2596] week

Top Words in Tweet in G1:
[2555] antibiotics
[1441] antibiotic
[1375] antibioticresistance
[1224] world
[1212] taking
[1178] always
[1140] advice
[1136] seek
[1088] week
[1082] awareness

Top Words in Tweet in G2:
[838] antibiotics
[814] antibioticresistance
[649] antibiotic
[540] eaad
[517] keepantibioticsworking
[499] antibioticguardian
[492] antibioticawarenessweek
[490] amr
[338] awareness
[301] waaw

Top Words in Tweet in G3:
[1442] antibioticresistance
[918] antibiotics
[861] cdcgov
[676] antibiotic
[333] infections
[301] use
[298] resistance
[278] beantibioticsaware
[236] antibioticawarenessweek
[220] bacteria

Top Words in Tweet in G4:
[530] antibiotic
[403] antibiotics
[299] resistance
[227] antibioticresistance
[145] awareness
[144] week
[140] use
[126] help
[115] antibioticawarenessweek
[102] world

Top Words in Tweet in G5:
[378] antibioticresistance
[181] who_europe
[177] antibiotics
[148] antibiotiques
[96] infection
[94] keepantibioticsworking
[94] des
[84] taking
[75] antibioresistance
[71] world

Top Words in Tweet in G6:
[307] antibioticresistance
[208] amr
[197] antibiotics
[173] antibiotic
[141] awareness
[135] mfda_mv
[120] drtedros
[111] need
[91] whomaldives
[89] waaw2017

Top Words in Tweet in G7:
[179] antibiotic
[126] cmo_england
[122] stopsuperbugs
[106] awareness
[103] amr
[103] week
[101] world
[77] s
[73] antibioticresistance
[70] hear

Top Words in Tweet in G8:
[188] antibiotic
[161] awareness
[122] waaw17
[114] find
[112] out
[112] more
[109] campaign
[107] nhschoices
[101] nhsengland
[87] antibiotics

Top Words in Tweet in G9:
[189] antibiotics
[184] help
[131] t
[130] don
[121] antibiotic
[120] awareness
[119] pinned
[119] tweet
[119] raise
[119] resistance

Top Words in Tweet in G10:
[169] antibiotics
[110] antibiotic
[108] choosewiselyca
[86] week
[81] awareness
[74] antibioticresistance
[64] world
[56] health
[48] s
[46] antibioticawarenessweek

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2435] antibiotic,awareness
[2292] awareness,week
[1842] world,antibiotic
[1762] antibiotic,resistance
[1609] taking,antibiotics
[1394] seek,advice
[1132] before,taking
[1126] advice,qualified
[1125] always,seek
[1125] professional,before

Top Word Pairs in Tweet in G1:
[1207] taking,antibiotics
[1133] seek,advice
[1071] antibiotic,awareness
[1069] awareness,week
[1026] world,antibiotic
[971] always,seek
[970] healthcare,professional
[970] professional,before
[970] before,taking
[968] advice,qualified

Top Word Pairs in Tweet in G2:
[216] antibiotic,awareness
[177] antibiotic,resistance
[170] awareness,week
[125] world,antibiotic
[74] become,antibioticguardian
[72] world,antibioticawarenessweek
[66] find,out
[62] use,antibiotics
[59] taking,antibiotics
[56] fight,antibioticresistance

Top Word Pairs in Tweet in G3:
[206] antibiotic,resistance
[121] germs,food
[106] awareness,week
[103] antibiotic,awareness
[102] use,antibiotics
[100] food,animals
[96] antibiotics,treat
[95] learn,more
[92] antibiotic,use
[82] cdcgov,a15

Top Word Pairs in Tweet in G4:
[260] antibiotic,resistance
[123] antibiotic,awareness
[119] awareness,week
[76] use,antibiotics
[61] world,antibiotic
[51] join,ask
[51] ask,ministers
[51] ministers,back
[51] back,eu
[51] eu,wide

Top Word Pairs in Tweet in G5:
[74] taking,antibiotics
[74] des,antibiotiques
[66] aux,antibiotiques
[61] résistance,aux
[60] antibiotiques,antibioticresistance
[56] speeds,up
[56] up,antibioticresistance
[56] infection,prevention
[54] keepantibioticsworking,antibioticresistance
[53] think,twice

Top Word Pairs in Tweet in G6:
[63] amr,awareness
[60] waaw2017,amr
[58] antibiotic,resistance
[58] strong,coordinated
[58] coordinated,action
[58] go,back
[57] tackle,antibioticresistance
[57] back,time
[57] time,people
[56] need,strong

Top Word Pairs in Tweet in G7:
[102] antibiotic,awareness
[97] awareness,week
[91] world,antibiotic
[67] s,world
[67] week,hear
[67] hear,cmo_england
[67] cmo_england,answer
[67] answer,questions
[67] questions,stopsuperbugs
[66] dhgovuk,s

Top Word Pairs in Tweet in G8:
[133] antibiotic,awareness
[108] waaw17,antibiotic
[108] awareness,campaign
[108] campaign,find
[108] find,out
[108] out,more
[105] more,nhschoices
[101] nhsengland,waaw17
[82] nhschoices,worldantibioticawaren
[31] stop,spread

Top Word Pairs in Tweet in G9:
[130] don,t
[119] pinned,tweet
[119] tweet,raise
[119] raise,awareness
[119] awareness,antibiotic
[119] antibiotic,resistance
[119] resistance,help
[119] help,keep
[119] keep,antibiotics
[119] antibiotics,working

Top Word Pairs in Tweet in G10:
[81] awareness,week
[58] antibiotic,awareness
[39] health,care
[39] care,provider
[32] antibiotics,wisely
[32] world,antibiotic
[26] help,fight
[26] antibiotics,saveabx
[26] really,need
[26] need,antibiotics

Top Replied-To
Top Replied-To in Entire Graph:
@cdcgov
@who
@mfda_mv
@biochemsoc
@upekuzi_kenya
@ncdcgov
@elizbeech
@minhealthnz
@ecdc_eu
@pharmonduty

Top Replied-To in G1:
@who
@faoanimalhealth
@who_europe
@nicd_sa
@icddr_b
@opsoms
@juan_lubroth
@croydon_gpc
@stanbrouns

Top Replied-To in G2:
@biochemsoc
@upekuzi_kenya
@ncdcgov
@elizbeech
@minhealthnz
@ecdc_eu
@rakhi2382
@lthtrust
@aneurinbevanuhb
@nicecomms

Top Replied-To in G3:
@cdcgov
@who
@erikakurt
@saveantibiotics
@cdc_ncezid
@ramilioverduzco
@natqualityforum
@davidmberman1
@un
@who_europe

Top Replied-To in G4:
@redcrosswales

Top Replied-To in G5:
@sciencemuseum
@tracytsikai1
@claireekt
@eliza_coli
@anses_fr
@r_mccarren
@who
@uemopresidency

Top Replied-To in G6:
@mfda_mv
@drtedros
@icmrdelhi
@rmldelhi
@m_raviglione
@msai_india
@nhp_india
@mohfw_india

Top Replied-To in G7:
@chngin_the_wrld
@vleemahoney
@discuvaltd
@jatetro
@cost_ofliving
@kevinhollinrake
@msd_aus
@uhs_prereg

Top Replied-To in G8:
@cdcgov
@msdsalute
@robbiemturner
@lpftnhs
@heckyotoole

Top Replied-To in G9:
@bcuhb
@yowenjones
@welshathletics
@blaenaugwentcbc
@accswansea
@canolfansiloh
@penderync
@sharenewport
@ymcabarry

Top Replied-To in G10:
@ask_adk
@thechrisbirdy

Top Mentioned
Top Mentioned in Entire Graph:
@who
@cdcgov
@who_europe
@phe_uk
@eaad_eu
@cmo_england
@izzahrph
@drtedros
@saveantibiotics
@ecdc_eu

Top Mentioned in G1:
@who
@faoanimalhealth
@faoknowledge
@un
@oieanimalhealth
@faosfsafrica
@faowhocodex
@faonews
@cardiffuni
@abpi_uk

Top Mentioned in G2:
@who
@phe_uk
@eaad_eu
@ecdc_eu
@elizbeech
@eu_health
@efsa_eu
@nighealthwatch
@v_andriukaitis
@ema_news

Top Mentioned in G3:
@cdcgov
@who
@saveantibiotics
@cdc_ncezid
@tmjones6
@battlesuperbugs
@pewhealth
@idsainfo
@didierpittet
@ahrqnews

Top Mentioned in G4:
@viewreader
@saudi_pharma
@kingdemig0d
@jarrodaholman
@hms_mi

Top Mentioned in G5:
@who_europe
@who
@santeprevention
@sciencemuseum
@minsolisante
@whoafro
@dlang57500
@anses_fr
@ansm
@cpiasna

Top Mentioned in G6:
@drtedros
@mfda_mv
@who
@whomaldives
@mohfw_india
@nhp_india
@moh_mv
@drpareexits
@rmldelhi
@who_europe

Top Mentioned in G7:
@cmo_england
@dhgovuk
@catchfilm2016
@uhs_prereg
@microbiosoc
@sapgabx
@who
@will_catherine
@herdhealth
@uhsft

Top Mentioned in G8:
@nhschoices
@nhsengland
@who
@nhs_healthedeng
@hee_lisabp
@landdhospital
@phe_uk
@msdsalute
@nicecomms
@ipc_uclh

Top Mentioned in G9:
@publichealthw
@bihyweldda
@iphyweldda
@hywelddahb
@who
@charlashhill89
@bcuhb
@ip
@didierpittet
@yowenjones

Top Mentioned in G10:
@choosewiselyca
@publichealthon
@cpho_canada
@imperial_ighi
@adknursing
@who
@ipaccanada
@thechrisbirdy
@zaranamohamed
@ask_adk

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@barntiques859
@coventryupdate
@dannyshooknews
@angelus_0923
@qxnews
@kangaske
@scarfizal
@takecchismt
@radiomaisha

Top Tweeters in G1:
@nilimajumder
@ez4u2say_janis
@rababoush
@sufiboy
@srinualme
@lilygabet
@zimleague
@skorohodik
@timesnow
@kadambpd

Top Tweeters in G2:
@scarfizal
@radiomaisha
@alevergara78
@nodesystems
@s9tmt
@httweets
@guardian
@magarya
@biconnections
@nzstuff

Top Tweeters in G3:
@coventryupdate
@thereal_rebel
@dancas2
@rjber15
@suzanneinlgb
@b1e56df9ce6549f
@diariara
@sandyc1772
@reuters
@lizditz

Top Tweeters in G4:
@occuworld
@kangaske
@aha1r
@globnewsen
@liveedges
@prpnews
@andysugs
@itwthefuture
@dfw_alerts
@newsheadlinesng

Top Tweeters in G5:
@nneusj
@ericdemarylebon
@narboroughl
@strategicpolicy
@nicobaudon
@habibfatimahhh
@3pennymovies
@ahmed_khaled322
@viralvm69
@elricmoorcock

Top Tweeters in G6:
@upma23
@beingexample
@anisaz9_basit
@scopedbylarry
@saver_jain
@trigorosa
@pickooo
@hybridrameez
@pib_india
@bsindia

Top Tweeters in G7:
@shakamunyi
@malikahh77
@badastronomer
@jatetro
@sandrahalifax
@ernestoqa
@directorcss
@elpais_espana
@anndwp
@paulhoskisson

Top Tweeters in G8:
@tory_zone
@ptws1969
@kathevans2
@agencynurse
@dmuleicester
@gordon1000
@saphnasharonobe
@jessups
@jeremyn1000
@melissa39b

Top Tweeters in G9:
@ant1988
@walesonline
@travelinecymru
@cardiffbus
@mikefealey
@mason4233
@carmjournal
@rctcouncil
@cyngorgwynedd
@plaid_cymru

Top Tweeters in G10:
@ksp_libs
@peislandcanada
@cangal_39
@ch
@katesanch
@canadanurses
@paimadhu
@carolynshimmin
@mlhealthunit
@evidencenetwork