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#antibioticresistance OR #antibiotics OR #eaad OR #waaw OR #waaw17 OR #waaw2017 OR #antibioticawaren (experimental version)
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From:
scotpublichealth
Uploaded on:
November 18, 2017
Description:
Description
The graph represents a network of 10,421 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 since:2017-11-13 until:2017-11-14", 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, 18 November 2017 at 00:17 UTC.

The tweets in the network were tweeted over the 23-hour, 59-minute period from Monday, 13 November 2017 at 00:00 UTC to Monday, 13 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 : 10421
Unique Edges : 14419
Edges With Duplicates : 4869
Total Edges : 19288
Self-Loops : 2965
Reciprocated Vertex Pair Ratio : 0.0200085751036158
Reciprocated Edge Ratio : 0.0392321703797114
Connected Components : 1140
Single-Vertex Connected Components : 827
Maximum Vertices in a Connected Component : 8611
Maximum Edges in a Connected Component : 17145
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.768727
Graph Density : 0.000131452417521758
Modularity : 0.607101
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[167] http://oms-platform.onebigrobot.com/en
[127] http://www.fao.org/antimicrobial-resistance/world-antibiotic-awareness-week/en/?utm_content=buffer110a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[106] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[72] https://www.nhs.uk/nhsengland/arc/pages/aboutarc.aspx
[72] http://www.rcuk.ac.uk/research/xrcprogrammes/tackling-antimicrobial-resistance/?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn
[51] https://twitter.com/WHO/status/929849231808061440
[38] http://www.ema.europa.eu/docs/en_GB/document_library/Other/2017/11/WC500238071.pdf
[33] http://antibioticguardian.com/
[29] http://www.salute.gov.it/portale/news/p3_2_1_1_1.jsp?lingua=italiano&menu=notizie&p=dalministero&id=3168
[26] https://www.standard.co.uk/comment/comment/superbugs-are-a-more-urgent-threat-than-climate-change-a3685421.html

Top URLs in Tweet in G1:
[33] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[6] https://www.cihi.ca/en/oecd-interactive-tool-international-comparisons-prescribing-in-primary-care
[5] http://www.fao.org/antimicrobial-resistance/world-antibiotic-awareness-week/en/?utm_content=buffer110a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://antibioticwise.ca/
[5] https://twitter.com/who/status/929849231808061440
[4] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/?platform=hootsuite
[3] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/
[3] http://antibioticguardian.com/
[3] http://www.who.int/campaigns/world-antibiotic-awareness-week/2017/social-media/bacteria.gif?ua=1
[3] http://www.who.int/campaigns/world-antibiotic-awareness-week/es/

Top URLs in Tweet in G2:
[21] https://phys.org/news429766529.html
[19] http://antibiotic-action.com/celebrating-world-antibiotic-awareness-week-2017/
[18] https://www.nihr.ac.uk/research-and-impact/research-priorities/antimicrobial-resistance.htm
[17] http://antibioticguardian.com/
[14] https://twitter.com/WHO/status/929849231808061440
[13] https://www.birmingham.ac.uk/news/latest/2017/11/world-antibiotics-awareness-week.aspx
[12] https://publichealthmatters.blog.gov.uk/2017/11/13/health-matters-preventing-infections-and-reducing-amr/?utm_source=Twitter&utm_medium=Tweet131101&utm_campaign=HealthMatters
[12] http://www.nature.com/articles/doi:10.1038/s41467-017-01405-7.epdf?author_access_token=aatoBZioHCSkRR4h4NBvfNRgN0jAjWel9jnR3ZoTv0OEwETMHjBWJPlQF7RMX6d-YjOYDdZAsAwIhkJ1i7Mt57frFZNTiBh7O1oG-FhFXbMMarX128NqXpjcrVGpIt5lNv7nx5g82N4sgqQHKl7EBg%3D%3D
[11] https://www.rpharms.com/resources/quick-reference-guides/antimicrobial-stewardship-ams-qrg
[11] https://www.cppe.ac.uk/as/default?AS_ID=51

Top URLs in Tweet in G3:
[100] http://www.fao.org/antimicrobial-resistance/world-antibiotic-awareness-week/en/?utm_content=buffer110a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[31] http://www.ema.europa.eu/docs/en_GB/document_library/Other/2017/11/WC500238071.pdf
[26] http://www.salute.gov.it/portale/news/p3_2_1_1_1.jsp?lingua=italiano&menu=notizie&p=dalministero&id=3168
[21] https://www.youtube.com/watch?time_continue=22&v=l-n-CK9WP88
[19] https://www.cdc.gov/antibiotic-use/?utm_source=Twitter&utm_medium=Social&utm_campaign=2017_CDC_AU&utm_content=Social_Twitter_1
[17] https://www.standard.co.uk/comment/comment/superbugs-are-a-more-urgent-threat-than-climate-change-a3685421.html
[12] http://bit.ly/1234567
[12] https://twitter.com/WHO/status/928946468907569152
[10] https://twitter.com/WHO/status/929849231808061440
[10] https://www.roche.com/research_and_development/what_we_are_working_on/infectious_diseases/fighting-antimicrobial-resistance.htm?utm_source=T&utm_medium=E&utm_campaign=ARAW17

Top URLs in Tweet in G4:
[19] https://twitter.com/WHO/status/929849231808061440
[10] http://antibioticguardian.com/
[8] https://twitter.com/i/web/status/929849231808061440
[7] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/
[6] https://twitter.com/who/status/929849231808061440
[5] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[5] http://www.un.org/apps/news/story.asp?NewsID=58079
[4] http://indianexpress.com/article/technology/science/nasa-to-launch-e-coli-into-space-to-study-antibiotic-resistance-lowest-dosage-to-kill-bacteria-4935664/
[4] http://www.who.int/campaigns/world-antibiotic-awareness-week/2017/event/en/
[4] http://www.soynadie.org/2017/11/13/antibiotic-resistance-scientists-find-vulnerability-that-may-hold-key-to-killing-superbugs/

Top URLs in Tweet in G5:
[5] http://indianexpress.com/article/technology/science/nasa-to-launch-e-coli-into-space-to-study-antibiotic-resistance-lowest-dosage-to-kill-bacteria-4935664/
[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
[2] https://twitter.com/joey_sugar/status/930019261770321922
[2] http://www.who.int/campaigns/world-antibiotic-awareness-week/2017/launch-event/en/?utm_content=bufferfd8a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/930095593791393793
[1] https://twitter.com/i/web/status/929597953379110913
[1] https://www.youtube.com/watch?v=znnp-Ivj2ek
[1] https://twitter.com/i/web/status/930049871536689153
[1] https://twitter.com/i/web/status/927937628074373120
[1] https://twitter.com/i/web/status/929002789405065217

Top URLs in Tweet in G6:
[147] http://oms-platform.onebigrobot.com/en
[5] https://twitter.com/WHO/status/930045081867997185
[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
[1] https://twitter.com/i/web/status/930133173450760193
[1] https://twitter.com/i/web/status/930189029097725952
[1] https://twitter.com/i/web/status/930111807787864064
[1] https://twitter.com/i/web/status/930077196110065664
[1] https://twitter.com/i/web/status/930081250500587520
[1] https://go.usa.gov/xn4Gp?platform=hootsuite
[1] https://twitter.com/i/web/status/930087945679360001

Top URLs in Tweet in G7:
[63] https://www.nhs.uk/nhsengland/arc/pages/aboutarc.aspx
[6] http://www.thunderclap.it/tipped/63343/twitter
[5] https://twitter.com/microbioblog/status/929821103631032320
[4] https://twitter.com/WHO/status/930001964334833664
[3] https://twitter.com/sonniekonnie/status/929840429171740672
[2] https://www.nps.org.au/medical-info/clinical-topics/news/world-antibiotic-awareness-week-handle-antibiotics-with-care?utm_medium=twitter&utm_source=17-10-27&utm_campaign=rar_aaw&utm_content=home
[2] https://twitter.com/BRxAD/status/930071041422102528
[2] https://evolve.edu.au
[2] https://evolve.edu.au/published-lists?platform=hootsuite
[2] https://cddep.org/publications/diary-of-a-staph/

Top URLs in Tweet in G8:
[19] http://www.emro.who.int/waaw2017/index.html
[5] https://www.research-in-germany.org/innohealth-australia/programme/experts/sebastian-ulbert.html
[4] https://www.expatica.com/ch/news/country-news/SW-In-ten-years-Swiss-agriculture-reduces-antibiotics-usage-by-half_1537123.html
[3] http://www.samj.org.za/index.php/samj/article/view/5759/4272
[3] http://www.fao.org/antimicrobial-resistance/world-antibiotic-awareness-week/en/?utm_content=buffer110a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://oms-platform.onebigrobot.com/en
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.travelmedicinejournal.com%2Fresourcecentre&rc=0&code=tmaid-site
[2] http://apps.who.int/world-antibiotic-awareness-week/activities?t_i=back-10.jpg
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%252817%252930586-8%2Ffulltext&rc=0&code=lancet-site
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%252817%252930633-3%2Ffulltext&rc=0&code=lancet-site

Top URLs in Tweet in G9:
[65] http://www.rcuk.ac.uk/research/xrcprogrammes/tackling-antimicrobial-resistance/?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn
[18] https://www.mrc.ac.uk/news/browse/antibiotic-awareness-week-research-council-scientists-collaborate-in-fight-against-amr/
[7] http://bit.ly/tacklingAMR?utm_medium=social&utm_campaign=SocialSignIn&utm_source=Twitter
[4] https://www.ceh.ac.uk/news-and-media/blogs/amr-knowledge-gaps-science-policy
[3] http://psychobiotic-revolution.com/2017/11/pitting-viruses-against-bacteria/?platform=hootsuite
[3] https://www.youtube.com/watch?v=Tc1eNYX932s
[2] http://www.rcuk.ac.uk/research/xrcprogrammes/tackling-antimicrobial-resistance/an-introduction-to-antibiotic-resistance/?utm_medium=social&utm_campaign=SocialSignIn&utm_source=Twitter
[2] http://vaadrefuah.org/do-acne-treatments-promote-antibiotic-resistance/
[2] http://www.who.int/mediacentre/factsheets/antibiotic-resistance/en/
[2] http://who.int/mediacentre/factsheets/antibiotic-resistance/es/#.WgnbAnOsSkM.twitter

Top URLs in Tweet in G10:
[12] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/?utm_content=buffer06f51&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] http://onlinelibrary.wiley.com/doi/10.1002/14651858.CD010257/full?utm_content=buffer24f0c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] http://www.cochrane.org/news/world-antibiotic-awareness-week?utm_content=buffer97671&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[7] https://twitter.com/CochraneEPOC/status/930014070706704385
[4] https://twitter.com/McMasterForum/status/930080453477969921
[3] https://twitter.com/CochraneUK/status/930041566806278144
[3] https://www.instagram.com/p/Bbbjk35hvzD/
[2] https://www.nps.org.au/medical-info/clinical-topics/news/world-antibiotic-awareness-week-handle-antibiotics-with-care
[2] http://www.who.int/mediacentre/events/2015/world-antibiotic-awareness-week/quiz/en/

Top Domains
Top Domains in Tweet in Entire Graph:
[2940] twitter.com
[309] who.int
[220] ac.uk
[167] onebigrobot.com
[133] fao.org
[118] youtube.com
[95] nhs.uk
[70] cdc.gov
[68] fb.me
[63] antibioticguardian.com

Top Domains in Tweet in G1:
[153] twitter.com
[57] who.int
[8] fb.me
[7] cihi.ca
[6] antibioticwise.ca
[5] fao.org
[4] antibioticguardian.com
[3] facebook.com
[3] youtube.com
[2] thunderclap.it

Top Domains in Tweet in G2:
[706] twitter.com
[68] ac.uk
[37] antibioticguardian.com
[26] who.int
[24] org.uk
[21] phys.org
[19] antibiotic-action.com
[18] rpharms.com
[18] gov.uk
[16] nature.com

Top Domains in Tweet in G3:
[394] twitter.com
[103] fao.org
[47] youtube.com
[42] cdc.gov
[33] europa.eu
[30] who.int
[26] gov.it
[19] co.uk
[17] pewtrusts.org
[13] healthforanimals.org

Top Domains in Tweet in G4:
[572] twitter.com
[38] who.int
[34] fb.me
[11] feedburner.com
[11] antibioticguardian.com
[10] co.uk
[10] cdc.gov
[7] instagram.com
[6] linkedin.com
[6] paper.li

Top Domains in Tweet in G5:
[47] twitter.com
[5] indianexpress.com
[4] who.int
[4] fao.org
[3] fb.me
[1] youtube.com
[1] onebigrobot.com
[1] liebertpub.com
[1] everywomaneverychild.org
[1] cdc.gov

Top Domains in Tweet in G6:
[147] onebigrobot.com
[27] twitter.com
[2] fao.org
[2] who.int
[1] usa.gov
[1] cddep.org
[1] co.uk
[1] ac.uk
[1] linkedin.com

Top Domains in Tweet in G7:
[70] twitter.com
[64] nhs.uk
[6] thunderclap.it
[4] edu.au
[3] org.au
[2] fb.me
[2] who.int
[2] cddep.org
[1] cdc.gov
[1] tryinteract.com

Top Domains in Tweet in G8:
[54] twitter.com
[22] who.int
[7] elsevierhealth.com
[5] research-in-germany.org
[4] expatica.com
[3] org.za
[3] fao.org
[3] onebigrobot.com
[2] ac.uk
[1] phys.org

Top Domains in Tweet in G9:
[97] ac.uk
[59] twitter.com
[7] bit.ly
[5] youtube.com
[5] who.int
[3] psychobiotic-revolution.com
[2] vaadrefuah.org
[2] publichealthagency.org
[2] globalhealthnow.org
[1] fb.me

Top Domains in Tweet in G10:
[66] twitter.com
[23] who.int
[12] wiley.com
[7] cochrane.org
[4] ac.uk
[3] evidentlycochrane.net
[3] fb.me
[3] instagram.com
[2] org.au
[2] onebigrobot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3605] antibioticresistance
[1628] antibioticawarenessweek
[1417] amr
[1030] keepantibioticsworking
[1026] antibiotics
[821] waaw
[816] waaw2017
[611] antibioticguardian
[483] stopsuperbugs
[362] antimicrobialresistance



Top Hashtags in Tweet in G1:
[693] antibioticresistance
[267] stopsuperbugs
[72] antibioticawarenessweek
[46] antibiotics
[32] amr
[29] waaw
[24] antibiotiques
[22] waaw2017
[21] keepantibioticsworking
[18] superbugs

Top Hashtags in Tweet in G2:
[425] antibioticawarenessweek
[422] antibioticresistance
[403] antibioticguardian
[403] keepantibioticsworking
[302] waaw2017
[266] waaw
[261] amr
[257] antibiotics
[128] eaad
[111] antibioticweekchat

Top Hashtags in Tweet in G3:
[609] antibioticresistance
[483] amr
[291] antibioticawarenessweek
[211] waaw
[199] keepantibioticsworking
[194] antibiotics
[177] waaw2017
[150] antimicrobialresistance
[101] beantibioticsaware
[91] amractionng

Top Hashtags in Tweet in G4:
[173] antibioticresistance
[90] antibioticawarenessweek
[89] keepantibioticsworking
[82] antibiotics
[45] amr
[37] waaw2017
[27] worldantibioticawarenessweek
[24] antibioticguardian
[17] waaw
[14] antibiotic

Top Hashtags in Tweet in G5:
[226] antibioticresistance
[129] antibioticawarenessweek
[68] antibiotics
[25] waaw
[16] amractionng
[16] amr
[13] keepantibioticsworking
[12] nigeria
[10] stopsuperbugs
[8] kenya

Top Hashtags in Tweet in G6:
[217] antibioticresistance
[20] killerdiseases
[8] antibioticawarenessweek
[7] amr
[5] beantibioticsaware
[4] antibiotics
[4] antibiotic
[4] stopsuperbugs
[4] آنتی‌بیوتیک
[4] مقاومت_آنتی‌بیوتیکی

Top Hashtags in Tweet in G7:
[104] antibioticresistance
[81] antibioticawarenessweek
[66] waaw17
[54] antibiotic
[34] waaw
[25] keepantibioticsworking
[24] waaw2017
[21] antimicrobialresistance
[18] antibiotics
[15] antibioticguardian

Top Hashtags in Tweet in G8:
[129] amr
[101] antibioticresistance
[59] waaw2017
[41] antibiotics
[27] المضادات_الحيوية
[25] فقط_بوصفة
[24] stopsuperbugs
[21] antibioticawarenessweek
[20] worldantibioticawarenessweek
[17] gonorrhea

Top Hashtags in Tweet in G9:
[157] antibioticresistance
[84] amr
[71] antibioticsawarenessweek
[46] antibioticawarenessweek
[32] waaw
[20] antibiotic
[19] antibiotics
[17] antibioticguardian
[14] amrinsight
[6] keepantibioticsworking

Top Hashtags in Tweet in G10:
[118] antibioticresistance
[106] cochraneevidence
[52] keepantibioticsworking
[41] antibioticawarenessweek
[19] antibioticguardian
[14] amr
[14] globalhealth
[12] teamngh
[11] studentnurses
[11] nurseeducators

Top Words
Top Words in Tweet in Entire Graph:
[7331] Words in Sentiment List#1: Positive
[5942] Words in Sentiment List#2: Negative
[56] Words in Sentiment List#3: Angry/Violent
[263612] Non-categorized Words
[276885] Total Words
[7143] antibiotic
[6410] antibiotics
[6118] week
[5786] awareness
[5470] world

Top Words in Tweet in G1:
[2750] antibiotics
[2344] antibiotic
[2325] week
[2316] world
[2300] awareness
[2170] always
[2169] taking
[2164] seek
[2164] advice
[2163] qualified

Top Words in Tweet in G2:
[876] antibiotics
[822] antibiotic
[766] week
[658] world
[588] awareness
[435] antibioticresistance
[425] antibioticawarenessweek
[403] antibioticguardian
[403] keepantibioticsworking
[315] waaw2017

Top Words in Tweet in G3:
[918] antibiotic
[890] week
[832] awareness
[690] world
[687] antibiotics
[610] antibioticresistance
[551] amr
[291] antibioticawarenessweek
[241] seek
[236] taking

Top Words in Tweet in G4:
[455] antibiotic
[282] week
[250] awareness
[240] antibiotics
[180] world
[173] antibioticresistance
[153] resistance
[90] antibioticawarenessweek
[89] keepantibioticsworking
[88] infections

Top Words in Tweet in G5:
[276] antibiotics
[263] world
[238] antibiotic
[226] antibioticresistance
[198] week
[166] taking
[161] seek
[143] awareness
[140] up
[137] speeds

Top Words in Tweet in G6:
[289] antibiotic
[285] week
[283] awareness
[217] antibioticresistance
[183] world
[161] help
[155] spread
[154] stop
[139] antibiotics
[96] treat

Top Words in Tweet in G7:
[272] antibiotic
[169] awareness
[130] antibiotics
[121] world
[121] out
[106] antibioticresistance
[97] week
[85] find
[81] antibioticawarenessweek
[81] unnecessary

Top Words in Tweet in G8:
[180] antibiotics
[148] amr
[146] 000
[104] antibiotic
[101] antibioticresistance
[97] resistant
[94] awareness
[94] week
[94] drug
[90] people

Top Words in Tweet in G9:
[157] antibioticresistance
[130] out
[111] antibiotic
[99] check
[91] antibiotics
[91] week
[84] amr
[76] awareness
[74] ukri_news
[71] antibioticsawarenessweek

Top Words in Tweet in G10:
[254] antibiotic
[178] world
[176] week
[169] awareness
[118] antibioticresistance
[107] cochraneuk
[106] cochraneevidence
[105] antibiotics
[54] use
[53] 13

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5348] awareness,week
[5238] antibiotic,awareness
[4693] world,antibiotic
[3021] taking,antibiotics
[2914] seek,advice
[2829] always,seek
[2806] advice,qualified
[2791] before,taking
[2782] professional,before
[2719] week,always

Top Word Pairs in Tweet in G1:
[2293] awareness,week
[2283] antibiotic,awareness
[2267] world,antibiotic
[2164] seek,advice
[2164] taking,antibiotics
[2163] always,seek
[2163] advice,qualified
[2160] qualified,healthcare
[2160] before,taking
[2159] week,always

Top Word Pairs in Tweet in G2:
[535] awareness,week
[491] antibiotic,awareness
[453] world,antibiotic
[144] keepantibioticsworking,https
[142] antibiotic,resistance
[136] taking,antibiotics
[130] seek,advice
[121] aren,t
[121] t,always
[120] antibiotics,aren

Top Word Pairs in Tweet in G3:
[717] awareness,week
[664] antibiotic,awareness
[567] world,antibiotic
[220] seek,advice
[217] taking,antibiotics
[192] professional,before
[192] before,taking
[184] always,seek
[184] advice,qualified
[169] healthcare,professional

Top Word Pairs in Tweet in G4:
[224] awareness,week
[212] antibiotic,awareness
[147] world,antibiotic
[127] antibiotic,resistance
[56] antibiotic,misuse
[55] wake,up
[55] up,canada
[55] canada,risks
[55] risks,antibiotic
[55] misuse,such

Top Word Pairs in Tweet in G5:
[166] taking,antibiotics
[139] awareness,week
[138] world,antibiotic
[137] speeds,up
[121] world,antibioticawarenessweek
[119] antibiotic,awareness
[116] up,antibioticresistance
[102] antibioticawarenessweek,taking
[102] antibiotics,unnecessarily
[102] unnecessarily,speeds

Top Word Pairs in Tweet in G6:
[283] antibiotic,awareness
[283] awareness,week
[175] world,antibiotic
[155] spread,antibioticresistance
[151] help,stop
[151] stop,spread
[150] week,help
[96] antibiotics,treat
[92] treat,cold
[92] cold,flu

Top Word Pairs in Tweet in G7:
[161] antibiotic,awareness
[92] awareness,week
[86] world,antibiotic
[85] find,out
[64] out,more
[63] waaw17,antibiotic
[63] awareness,campaign
[63] campaign,find
[63] more,nhschoices
[60] nhsengland,waaw17

Top Word Pairs in Tweet in G8:
[88] awareness,week
[82] antibiotic,awareness
[77] drug,resistant
[76] don,t
[75] taking,antibiotics
[73] 700,000
[73] 000,people
[73] people,year
[73] year,drug
[73] resistant,infections

Top Word Pairs in Tweet in G9:
[99] check,out
[76] antibiotic,awareness
[70] awareness,week
[67] antibioticsawarenessweek,check
[67] out,infographic
[67] infographic,brief
[67] brief,history
[66] history,antibioticresistance
[65] ukri_news,antibioticsawarenessweek
[49] world,antibiotic

Top Word Pairs in Tweet in G10:
[159] antibiotic,awareness
[159] awareness,week
[146] world,antibiotic
[53] 13,19
[40] 19,nov
[40] nov,world
[35] learn,more
[32] week,cochraneevidence
[31] antibiotic,prescribing
[31] prescribing,hospital

Top Replied-To
Top Replied-To in Entire Graph:
@who
@longitude_prize
@hpa_mv
@elizbeech
@drcjlittle
@gmacscotland
@ncdcgov
@carolinepurslow
@ifmsa
@lorrainedoh

Top Replied-To in G1:
@who
@undesa
@corpdelia

Top Replied-To in G2:
@longitude_prize
@who
@elizbeech
@drcjlittle
@gmacscotland
@ifmsa
@lorrainedoh
@royalmarsdennhs
@roger_manc
@sjaglin

Top Replied-To in G3:
@hpa_mv
@ncdcgov
@mfda_mv
@faoanimalhealth
@longitude_prize
@carolinepurslow
@who
@sidpharm
@fakeajebutter
@claireekt

Top Replied-To in G4:
@kiara_health
@cwmtafphysio

Top Replied-To in G5:
@who
@whoafro
@moetitshidi
@lancet_tanzania
@idimakerere
@minofhealthug
@epidalert

Top Replied-To in G6:
@undesa
@who
@un

Top Replied-To in G7:
@choosewiselyca
@hepatitisbfree

Top Replied-To in G8:
@faoindonesia
@mirfinm
@irshadvetsu
@tmaid1
@007_drsandyjain

Top Replied-To in G9:
@drordoscopie
@hpruamr

Top Mentioned
Top Mentioned in Entire Graph:
@who
@phe_uk
@whoafro
@faoknowledge
@un
@onu_es
@drdianeashiru
@who_europe
@cochraneuk
@oieanimalhealth

Top Mentioned in G1:
@who
@stm_uutiset
@puntosigre
@cdcofbc
@kathy_calvin
@cardiffdental
@matthewwell
@uabmedicine
@cihi_icis

Top Mentioned in G2:
@phe_uk
@who
@drdianeashiru
@elizbeech
@ebug_uk
@drcjlittle
@sciencemuseum
@longitude_prize
@warwick_amr
@ptsafetynhs

Top Mentioned in G3:
@who
@faoknowledge
@who_europe
@sidpharm
@oieanimalhealth
@faonews
@whonigeria
@ncdcgov
@whomaldives
@faoanimalhealth

Top Mentioned in G4:
@himmoderator
@nzdoctor_news
@entornoi
@paulmattheneus
@ghvosloo

Top Mentioned in G5:
@whoafro
@who
@whosudan
@moh_kenya
@moetitshidi
@whouganda
@pharmonduty
@knh_hospital
@whonigeria
@epidalert

Top Mentioned in G6:
@un
@undesa
@who
@msf
@nlingeneva
@whoafro
@faoknowledge
@saagar_au
@pahowho
@who_europe

Top Mentioned in G7:
@nhschoices
@nhsengland
@npsmedicinewise
@choosewiselyca
@who
@cddftnhs
@healthgovau
@scanlonnoel
@the_shpa
@nswcec

Top Mentioned in G8:
@ukmissiongeneva
@who
@whoemro
@whojordan
@irshadvetsu
@reactgroup
@cdcstd
@idadvance
@milissehat
@oieanimalhealth

Top Mentioned in G9:
@ukri_news
@the_mrc
@who
@esrc
@research_uk
@hpruamr
@epsrc
@brissynbio
@bristoluni
@bbsrc

Top Mentioned in G10:
@cochraneuk
@nghnhstrust
@who
@hollyslyne
@cochraneepoc
@cochran
@cochranecollab
@cochranewounds
@nurseeductoday
@cochrane

Top Tweeters
Top Tweeters in Entire Graph:
@entornoi
@pharma_global
@_dpaj
@pairsonnalites
@newsbossindia
@marcylauren
@twinews3
@phildecarolis
@newsmoldova
@superalitita

Top Tweeters in G1:
@lulu5944bis
@de_plazza
@brendasoepic
@boywonderelroy
@politicsuktd
@uchmoni
@sergey_sergey_g
@thoogah
@abhomeron
@praashok

Top Tweeters in G2:
@independent
@nodesystems
@labour_zone
@scott1984_fp
@ketaminh
@sidelinedbuddah
@batman710
@anderstingsbone
@davidbflower
@thequint

Top Tweeters in G3:
@nilimajumder
@john1966olsen
@viazcanv
@magarya
@suzanneinlgb
@timesnow
@visualpersist
@abosife2010
@sandyc1772
@kirkmurphy

Top Tweeters in G4:
@entornoi
@pharma_global
@_dpaj
@pairsonnalites
@newsbossindia
@twinews3
@newsmoldova
@haitinewsnet
@errisk
@denovofarms

Top Tweeters in G5:
@gidi_traffic
@firstpost
@rjber15
@skibabs
@indianexpress
@trafficchiefng
@waweru
@israelifreedom
@lizditz
@xhertx

Top Tweeters in G6:
@chriskirouac
@gmlovelie67xxx
@sonja_jo
@nico_gaia
@letsroc137
@noralkoonnoral1
@solhog
@greubelinux
@satyavrata9
@isafaceangel

Top Tweeters in G7:
@johangreg
@thefebrilemuse
@trentyarwood
@kmol62
@nobblebonce
@nhsengland
@geoff_springer
@nhschoices
@checkup_aust
@auspainsoc

Top Tweeters in G8:
@saver_jain
@shonatiger
@liisadavids
@ibelices
@conversationuk
@alcinx
@sandroenriquez
@cdcstd
@dbkell
@choikepurun

Top Tweeters in G9:
@marianneschro11
@ken_kenc
@paulhoskisson
@croydonnbrhoods
@astronomeradam
@giles_morrison
@radyrsixthform
@hatspin
@chahasthma
@youmajamilanana

Top Tweeters in G10:
@sameihuda
@wenurses
@agencynurse
@soriano_p
@pinkladyapril
@care_aware
@stefanoppk
@craigashwell
@budsmam
@cochraneuk