"antibioticawarenessweek since:2016-11-14 until:2016-11-21", Twitter, 11/22/2016 8:51:28 AM, 82663


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"antibioticawarenessweek since:2016-11-14 until:2016-11-21" Twitter NodeXL SNA Map and Report for Tu
"antibioticawarenessweek since:2016-11-14 until:2016-11-21" Twitter NodeXL SNA Map and Report for Tu
From:
scotpublichealth
Uploaded on:
November 22, 2016
Short Description:
"antibioticawarenessweek since:2016-11-14 until:2016-11-21" via NodeXL http://bit.ly/2gh13cC
@izzahrph
@sergylb
@harvardhealth
@pharmacyhour

Description:
Description
The graph represents a network of 4,666 Twitter users whose recent tweets contained ""antibioticawarenessweek since:2016-11-14 until:2016-11-21"", 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 Tuesday, 22 November 2016 at 07:31 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 5-minute period from Monday, 14 November 2016 at 00:04 UTC to Sunday, 20 November 2016 at 23:09 UTC. 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 : 4666
Unique Edges : 5652
Edges With Duplicates : 2177
Total Edges : 7829
Self-Loops : 931
Reciprocated Vertex Pair Ratio : 0.0231553481942284
Reciprocated Edge Ratio : 0.0452626245566627
Connected Components : 351
Single-Vertex Connected Components : 203
Maximum Vertices in a Connected Component : 3938
Maximum Edges in a Connected Component : 6938
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.30167
Graph Density : 0.000272018648506976
Modularity : 0.677161
NodeXL Version : 1.0.1.362

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[190] http://www.health.harvard.edu/blog/parents-how-smart-are-you-about-antibiotics-2016111510678?utm_source=twitter&utm_medium=socialmedia&utm_campaign=111516&utm_content=blog
[100] http://www.health.harvard.edu/blog/superbugs-real-rise-antibiotic-resistant-bacteria-201607069856?utm_source=twitter&utm_medium=socialmedia&utm_campaign=070616kr&utm_content=blog
[82] http://www.compoundchem.com/?p=6385
[76] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/es/
[47] http://www.health.harvard.edu/blog/mrsa-the-not-so-famous-superbug-2016091210191?utm_source=twitter&utm_medium=socialmedia&utm_campaign=091316kr&utm_content=blog
[42] http://www.health.harvard.edu/staying-healthy/making-peace-with-your-germs?utm_source=twitter&utm_medium=socialmedia&utm_campaign=050316kr&utm_content=prre
[36] http://antibioticguardian.com/
[32] https://vimeo.com/191792037/ad19ae7271
[32] https://soundcloud.com/user-62848149/leaving-the-doctor-without-an-antibiotic?utm_source=twitter&utm_medium=socialmedia&utm_campaign=111516&utm_content=pod
[26] http://infectioncontrol.tips/2016/10/16/antibiotic-resistance-prize/

Top URLs in Tweet in G1:
[1] http://www.compoundchem.com/?p=6385
[1] http://www.health.harvard.edu/blog/parents-how-smart-are-you-about-antibiotics-2016111510678?utm_source=twitter&utm_medium=socialmedia&utm_campaign=111516&utm_content=blog
[1] http://www.health.harvard.edu/blog/superbugs-real-rise-antibiotic-resistant-bacteria-201607069856?utm_source=twitter&utm_medium=socialmedia&utm_campaign=070616kr&utm_content=blog
[1] https://twitter.com/i/web/status/798907404633026561
[1] https://twitter.com/i/web/status/799058897696735233
[1] https://twitter.com/i/web/status/799059399515906048
[1] https://twitter.com/i/web/status/799072713373384704
[1] https://twitter.com/i/web/status/799130059210510336
[1] https://twitter.com/i/web/status/799131057308082176
[1] https://twitter.com/i/web/status/799131752455208960

Top URLs in Tweet in G2:
[24] http://antibioticguardian.com/
[21] https://www.gov.uk/government/uploads/system/uploads/attachment_data/file/564516/antibiotics_awareness_key_messages.pdf
[14] http://www.playbuzz.com/publichealthengland10/how-much-do-you-know-about-antibiotic-resistance
[13] http://antibiotic-action.com/true_stories/alice-a-cancer-survivors-story/
[10] https://twitter.com/drcjlittle/status/797762809027145728
[3] https://twitter.com/ladenheimd/status/798157736349405184
[3] https://itunes.apple.com/us/app/bacteria-combat-lite/id1001550889?mt=8
[3] http://www.pharmaceutical-journal.com/learning/learning-article/gentamicin-dose-regimens-and-monitoring/20069096.article
[3] http://www.pharmaceutical-journal.com/learning/learning-article/penicillin-allergy-identification-and-management/20069170.article
[3] http://www.pharmaceutical-journal.com/learning/cpd-article/principles-of-initiating-antimicrobial-therapy-and-empiric-prescribing/20201507.cpdarticle

Top URLs in Tweet in G3:
[181] http://www.health.harvard.edu/blog/parents-how-smart-are-you-about-antibiotics-2016111510678?utm_source=twitter&utm_medium=socialmedia&utm_campaign=111516&utm_content=blog
[89] http://www.health.harvard.edu/blog/superbugs-real-rise-antibiotic-resistant-bacteria-201607069856?utm_source=twitter&utm_medium=socialmedia&utm_campaign=070616kr&utm_content=blog
[45] http://www.health.harvard.edu/blog/mrsa-the-not-so-famous-superbug-2016091210191?utm_source=twitter&utm_medium=socialmedia&utm_campaign=091316kr&utm_content=blog
[39] http://www.health.harvard.edu/staying-healthy/making-peace-with-your-germs?utm_source=twitter&utm_medium=socialmedia&utm_campaign=050316kr&utm_content=prre
[30] https://soundcloud.com/user-62848149/leaving-the-doctor-without-an-antibiotic?utm_source=twitter&utm_medium=socialmedia&utm_campaign=111516&utm_content=pod
[1] https://twitter.com/i/web/status/798559775957065728
[1] https://twitter.com/i/web/status/798572607075450880
[1] https://twitter.com/i/web/status/799658891734818816
[1] http://www.gattirx.com/blog/gatti-pharmacists-to-educate-about-antibiotic-resistance?platform=hootsuite
[1] http://www.compoundchem.com/?p=6385

Top URLs in Tweet in G4:
[31] https://vimeo.com/191792037/ad19ae7271
[22] https://vimeo.com/191074264
[14] http://choosingwiselycanada.org/materials/treating-sinusitis-dont-rush-to-antibiotics/
[14] http://healthycanadians.gc.ca/drugs-products-medicaments-produits/buying-using-achat-utilisation/antibiotic-resistance-antibiotique/prevention-eng.php?utm_source=twitter_phac&utm_medium=social_en&utm_content=amr_phac_aa_week&utm_campaign=amr_chat_16
[12] http://news.gc.ca/web/article-en.do?nid=1153189
[10] https://www.ncbi.nlm.nih.gov/pubmed/27653939?dopt=Abstract
[7] https://vimeo.com/191074387
[7] http://hhsshare.ca/2016/11/antibiotic-resistance/
[7] http://health.sunnybrook.ca/wellness/antibiotics-4-things/
[7] http://www.healthycanadians.gc.ca/drugs-products-medicaments-produits/buying-using-achat-utilisation/antibiotic-resistance-antibiotique/about-apropos-eng.php

Top URLs in Tweet in G5:
[71] http://www.compoundchem.com/?p=6385
[5] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[1] https://twitter.com/i/web/status/798888365198168066
[1] https://twitter.com/i/web/status/798525971200557056
[1] http://www.health.harvard.edu/blog/parents-how-smart-are-you-about-antibiotics-2016111510678?utm_source=twitter&utm_medium=socialmedia&utm_campaign=111516&utm_content=blog
[1] https://www.youtube.com/watch?v=fVFmTgQR-SU&feature=youtu.be
[1] https://twitter.com/i/web/status/799651456445988864
[1] https://www.ifh-homehygiene.org/e_learning/breaking_the_chain/story.html
[1] https://twitter.com/i/web/status/798114183388819460
[1] http://rsh.sagepub.com/content/136/4/213.full.pdf+html

Top URLs in Tweet in G6:
[19] https://www.food.gov.uk/news-updates/campaigns/amr
[9] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/
[8] http://www.goodfellowunit.org/gems/stop-using-topical-antibiotics
[6] http://news.gc.ca/web/article-en.do?mthd=index&crtr.page=1&nid=1153409
[6] http://www.zorgvoorbeter.nl/ouderenzorg
[4] http://www.bpac.org.nz/Audits/amoxicillin.aspx
[3] http://www.goodfellowunit.org/courses/prescribing-common-infections?course=introduction
[3] http://healthydebate.ca/2013/12/topic/health-promotion-disease-prevention/antibiotic-resistance
[2] http://news.gc.ca/web/article-en.do?nid=1153189
[2] http://www.zorgvoorbeter.nl/ouderenzorg/hygiene-brmo-verpleeghuizen.html

Top URLs in Tweet in G7:
[3] https://twitter.com/drcjlittle/status/797762809027145728
[3] https://twitter.com/WHO/status/798131818910380032
[2] https://twitter.com/wellcometrust/status/798188752598245376
[2] http://healthycanadians.gc.ca/drugs-products-medicaments-produits/buying-using-achat-utilisation/antibiotic-resistance-antibiotique/prevention-eng.php?utm_source=twitter_phac&utm_medium=social_en&utm_content=amr_phac_aa_week&utm_campaign=amr_chat_16
[2] http://www.soci.org/news/fine-chems/event-preview-plugging-the-antibiotics-gap
[2] http://antibioticguardian.com/
[2] https://www.instagram.com/p/BM1CilxhqSf/
[2] https://www.youtube.com/watch?v=oMnU6g2djm4
[2] https://abrainiablog.wordpress.com/2015/09/09/bug-and-superbug/
[2] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/?utm_source=WHO+List&utm_campaign=8d0d4de365-EMAIL_CAMPAIGN_2016_11_16&utm_medium=email&utm_term=0_823e9e35c1-8d0d4de365-262633121

Top URLs in Tweet in G8:
[19] http://www.birmingham.ac.uk/research/heroes/antibiotic-resistance.aspx
[3] https://twitter.com/PHE_uk/status/798101617098850304
[2] https://www.instagram.com/p/BM8xXxmjwKl/
[1] https://twitter.com/i/web/status/798116763779166209
[1] https://twitter.com/i/web/status/798195699334737920
[1] https://twitter.com/i/web/status/798503928551772160
[1] https://twitter.com/i/web/status/799625930998157314
[1] https://twitter.com/i/web/status/798178683030765569
[1] https://twitter.com/i/web/status/799713598993858560
[1] https://twitter.com/i/web/status/799612048527294464

Top URLs in Tweet in G9:
[23] http://infectioncontrol.tips/2016/10/16/antibiotic-resistance-prize/
[9] http://infectioncontrol.tips/2015/11/12/antibiotic-resistance-is-everybodys-responsibility/
[7] https://publichealthmatters.blog.gov.uk/2014/11/18/10-reasons-you-should-be-worried-about-antibiotic-resistance/
[4] http://infectioncontrol.tips/2015/11/12/antibiotic-resistance-the-return-of-the-four-horsemen/
[4] http://www.who.int/antimicrobial-resistance/events/world-antibiotic-awareness-week-2016/en/
[3] http://www.health.harvard.edu/blog/superbugs-real-rise-antibiotic-resistant-bacteria-201607069856?utm_source=twitter&utm_medium=socialmedia&utm_campaign=070616kr&utm_content=blog
[1] https://twitter.com/i/web/status/798035431753334784
[1] https://twitter.com/i/web/status/798036019450875904
[1] https://twitter.com/dhgovuk/status/778602870946033664
[1] https://twitter.com/i/web/status/798493687508398080

Top URLs in Tweet in G10:
[22] http://onlinelibrary.wiley.com/doi/10.1111/1462-2920.13337/full?hootPostID=82eaa8735654fc313d1efeb2b7bc4739
[19] http://blogs.bmj.com/bmj/2016/11/18/antimicrobial-resistance-a-local-national-and-global-threat/
[7] http://onlinelibrary.wiley.com/doi/10.1111/emi4.2016.8.issue-5/issuetoc?hootPostID=925b3f8407a4794aa5fdcfaebc4a0035
[7] http://onlinelibrary.wiley.com/doi/10.1111/hel.12299/full?hootPostID=80ddc119b003ca6a7b57fe07c0bb8387
[7] http://onlinelibrary.wiley.com/doi/10.1111/nyas.13282/full?hootPostID=5170a4520b163241dca9b3dd43a672da
[3] http://onlinelibrary.wiley.com/doi/10.1111/nyas.13268/full?hootPostID=ba40b3158e43e69357299aabe1bbc971
[2] http://www.patients-association.org.uk/wp-content/uploads/2016/05/patients-association-antimicrobial-resistance-a-patient-safety-issue-report-final.pdf?platform=hootsuite
[2] http://www.taggcleanhands.com/icsymbolpack
[1] http://ow.ly/s0ok306bl@NatGeoScience
[1] http://antibioticguardian.com/?platform=hootsuite

Top Domains
Top Domains in Tweet in Entire Graph:
[665] twitter.com
[380] harvard.edu
[128] who.int
[103] youtube.com
[82] compoundchem.com
[76] gov.uk
[63] vimeo.com
[56] gc.ca
[51] wordpress.com
[49] wiley.com

Top Domains in Tweet in G1:
[12] twitter.com
[2] harvard.edu
[1] compoundchem.com

Top Domains in Tweet in G2:
[187] twitter.com
[28] antibioticguardian.com
[27] gov.uk
[19] youtube.com
[19] pharmaceutical-journal.com
[17] antibiotic-action.com
[14] playbuzz.com
[7] who.int
[3] bmj.com
[3] instagram.com

Top Domains in Tweet in G3:
[355] harvard.edu
[30] soundcloud.com
[4] twitter.com
[1] gattirx.com
[1] compoundchem.com

Top Domains in Tweet in G4:
[60] vimeo.com
[35] gc.ca
[24] twitter.com
[16] choosingwiselycanada.org
[10] nih.gov
[7] hhsshare.ca
[7] sunnybrook.ca
[6] who.int
[4] publichealthontario.ca
[4] antibioticwise.ca

Top Domains in Tweet in G5:
[71] compoundchem.com
[15] twitter.com
[5] who.int
[2] harvard.edu
[1] youtube.com
[1] ifh-homehygiene.org
[1] sagepub.com

Top Domains in Tweet in G6:
[28] twitter.com
[19] gov.uk
[11] goodfellowunit.org
[10] who.int
[9] gc.ca
[8] zorgvoorbeter.nl
[4] org.nz
[3] healthydebate.ca
[2] youtube.com
[2] rijksoverheid.nl

Top Domains in Tweet in G7:
[105] twitter.com
[10] paper.li
[8] youtube.com
[8] who.int
[5] instagram.com
[5] cdc.gov
[5] harvard.edu
[4] facebook.com
[3] gc.ca
[3] wordpress.com

Top Domains in Tweet in G8:
[20] ac.uk
[10] twitter.com
[2] instagram.com
[1] nhs.uk

Top Domains in Tweet in G9:
[36] infectioncontrol.tips
[9] twitter.com
[8] gov.uk
[4] harvard.edu
[4] who.int
[1] publichealthontario.ca
[1] chemistryviews.org
[1] compoundchem.com

Top Domains in Tweet in G10:
[46] wiley.com
[19] bmj.com
[5] twitter.com
[3] taggcleanhands.com
[2] org.uk
[2] harvard.edu
[1] ow.ly
[1] antibioticguardian.com
[1] nhs.uk
[1] compoundchem.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3825] antibioticawarenessweek
[886] antibioticresistance
[419] antibioticguardian
[270] antibiotics
[234] amr
[190] eaad2016
[125] eaad
[108] newzealand
[101] harvardhealth
[101] waaw



Top Hashtags in Tweet in G1:
[84] antibioticawarenessweek
[14] medtweetmy
[2] saveantibiotics
[1] antibioticresistance

Top Hashtags in Tweet in G2:
[996] antibioticawarenessweek
[339] antibioticguardian
[215] antibioticresistance
[95] newzealand
[88] eaad
[85] antibiotics
[73] eaad2016
[66] amr
[58] waaw
[38] weph

Top Hashtags in Tweet in G3:
[84] harvardhealth
[61] antibioticawarenessweek
[7] metabolome
[4] antibioticresistance
[2] onehealth
[2] antibioticguardian
[2] amr
[1] antibiotics
[1] millennials
[1] millennialsperú

Top Hashtags in Tweet in G4:
[192] antibioticawarenessweek
[87] choosingwisely
[75] antibiotics
[60] saveabx
[35] antibioticresistance
[7] choisiravecsoin
[7] amr
[5] saskatchewan
[5] saskhealth
[4] antibiotiques

Top Hashtags in Tweet in G5:
[207] antibioticawarenessweek
[11] antibioticsmart
[9] antibioticresistance
[5] who
[5] antibiotics
[4] sciart
[3] ncstate
[3] mannequinchallenge
[1] saveabx
[1] waaw2016

Top Hashtags in Tweet in G6:
[244] antibioticawarenessweek
[148] antibioticresistance
[23] amr
[19] antibioticsthinktwice
[12] antibiotics
[5] eaad2016
[4] antibiotic
[3] newzealand
[3] goodfellowunit
[3] infectionprevention

Top Hashtags in Tweet in G7:
[213] antibioticawarenessweek
[61] antibioticresistance
[15] antibiotics
[11] harvardhealth
[7] amr
[5] waaw
[4] antibioticguardian
[4] superbugs
[3] antibiotic
[3] eaad2016

Top Hashtags in Tweet in G8:
[128] antibioticawarenessweek
[4] antibioticfuture
[3] amr
[1] unibirmingham
[1] oldjoe

Top Hashtags in Tweet in G9:
[97] antibioticawarenessweek
[42] antibioticresistance
[13] amr
[3] newzealand
[2] antibiotics
[1] tb
[1] eaad
[1] waaw
[1] nvc2016
[1] vetview

Top Hashtags in Tweet in G10:
[64] antibioticawarenessweek
[46] antibioticresistance
[15] amr
[8] antibioticguardian
[6] antibioticsmart
[3] antibiotics
[3] microbiology
[2] antibiotic
[2] patientsafety
[2] eaad2016

Top Words
Top Words in Tweet in Entire Graph:
[2233] Words in Sentiment List#1: Positive
[2202] Words in Sentiment List#2: Negative
[14] Words in Sentiment List#3: Angry/Violent
[97022] Non-categorized Words
[101457] Total Words
[3828] antibioticawarenessweek
[2404] antibiotic
[1539] antibiotics
[1491] izzahrph
[1322] resistance

Top Words in Tweet in G1:
[1463] izzahrph
[1372] antibiotic
[1185] antibiotik
[1125] ambil
[1073] tak
[788] yg
[707] resistance
[637] utk
[629] dgn
[599] jumpa

Top Words in Tweet in G2:
[996] antibioticawarenessweek
[339] antibioticguardian
[316] world
[215] antibioticresistance
[201] antibiotics
[180] drdianeashiru
[174] antibiotic
[134] today
[133] day
[104] best

Top Words in Tweet in G3:
[464] harvardhealth
[182] antibiotics
[180] know
[180] 20
[180] prescribed
[180] children
[180] necessary
[180] helpful
[179] antibiotica
[130] antibiotic

Top Words in Tweet in G4:
[200] antibiotics
[192] antibioticawarenessweek
[107] world
[106] antibiotic
[103] use
[87] choosingwisely
[81] choosewiselyca
[70] wisely
[68] awareness
[63] week

Top Words in Tweet in G5:
[258] antibiotics
[233] compoundchem
[207] antibioticawarenessweek
[164] week
[163] learn
[162] more
[162] types
[162] graphic
[142] new
[84] antib

Top Words in Tweet in G6:
[244] antibioticawarenessweek
[148] antibioticresistance
[116] manilarph
[46] c
[45] whophilippines
[37] antibiotics
[37] 2016
[31] foodgov
[28] amr
[25] antibiotic

Top Words in Tweet in G7:
[215] antibioticawarenessweek
[61] antibioticresistance
[57] antibiotics
[50] antibiotic
[30] resistance
[22] world
[16] week
[15] awareness
[15] help
[15] use

Top Words in Tweet in G8:
[128] antibioticawarenessweek
[103] unibirmingham
[80] discover
[77] blue
[64] turning
[58] old
[58] joe
[53] https
[47] antibiotic
[47] resistance

Top Words in Tweet in G9:
[136] antibiotics
[134] week
[97] antibioticawarenessweek
[66] awareness
[66] pharmafactz
[65] need
[65] handle
[65] care
[64] antibioticresi
[61] antibiotic

Top Words in Tweet in G10:
[68] resistance
[64] antibioticawarenessweek
[52] antibiotic
[51] microbiology
[46] antibioticresistance
[28] adkaggarwal
[23] antibiot
[22] clostridium
[22] acinetobacter
[22] responsible

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1187] antibiotic,resistance
[606] jumpa,komik
[606] komik,yg
[606] yg,explain
[606] explain,tentang
[606] tentang,antibiotic
[606] resistance,simple
[606] simple,understand
[606] understand,colourful
[606] colourful,ambil

Top Word Pairs in Tweet in G1:
[707] antibiotic,resistance
[599] jumpa,komik
[599] komik,yg
[599] yg,explain
[599] explain,tentang
[599] tentang,antibiotic
[599] resistance,simple
[599] simple,understand
[599] understand,colourful
[599] colourful,ambil

Top Word Pairs in Tweet in G2:
[219] world,antibioticawarenessweek
[76] antibioticawarenessweek,starts
[76] starts,today
[73] drcjlittle,antibioticawarenessweek
[73] today,best
[73] best,poster
[73] poster,newzealand
[73] newzealand,world
[73] world,far
[73] far,away

Top Word Pairs in Tweet in G3:
[180] know,20
[180] 20,antibiotics
[180] antibiotics,prescribed
[180] prescribed,children
[180] children,necessary
[180] necessary,helpful
[179] harvardhealth,know
[179] helpful,antibiotica
[121] antibiotic,resistance
[89] resistance,real

Top Word Pairs in Tweet in G4:
[102] use,antibiotics
[70] antibiotics,wisely
[61] antibiotic,awareness
[61] awareness,week
[57] world,antibiotic
[54] publichealthon,world
[49] let's,use
[49] wisely,saveabx
[48] world,antibioticawarenessweek
[45] antibiotics,overuse

Top Word Pairs in Tweet in G5:
[163] week,antibioticawarenessweek
[162] antibioticawarenessweek,learn
[162] learn,more
[162] more,types
[162] types,antibiotics
[162] antibiotics,graphic
[161] compoundchem,week
[71] take,long
[71] long,make
[71] make,new

Top Word Pairs in Tweet in G6:
[118] antibioticresistance,antibioticawarenessweek
[99] manilarph,antibioticresistance
[45] antibioticawarenessweek,c
[45] c,whophilippines
[19] antibioticresistance,antibioticsthinktwice
[18] antibioticawarenessweek,antibioticresistance
[17] manilarph,antibioticawarenessweek
[14] organisations,foodgov
[14] foodgov,sharing
[14] sharing,great

Top Word Pairs in Tweet in G7:
[29] antibioticresistance,antibioticawarenessweek
[26] antibiotic,resistance
[11] world,antibioticawarenessweek
[10] antibiotic,awareness
[9] use,antibiotics
[8] awareness,week
[8] antibioticawarenessweek,antibioticresistance
[8] harvardhealth,antibioticawarenessweek
[7] world,antibiotic
[6] resistance,antibioticawarenessweek

Top Word Pairs in Tweet in G8:
[63] turning,blue
[58] old,joe
[47] antibiotic,resistance
[45] joe,turning
[45] blue,today
[45] today,mark
[45] mark,start
[45] start,antibioticawarenessweek
[45] antibioticawarenessweek,discover
[45] discover,important

Top Word Pairs in Tweet in G9:
[66] awareness,week
[65] week,antibiotics
[65] antibiotics,awareness
[65] week,need
[65] need,handle
[65] handle,antibiotics
[65] antibiotics,care
[65] care,antibioticawarenessweek
[64] pharmafactz,week
[64] antibioticawarenessweek,antibioticresi

Top Word Pairs in Tweet in G10:
[47] antibiotic,resistance
[25] antibioticresistance,antibioticawarenessweek
[22] clostridium,acinetobacter
[22] acinetobacter,responsible
[22] responsible,persistence
[22] persistence,antibiotic
[22] adkaggarwal,antibioticresistance
[21] microbiology,clostridium
[21] resistance,antibiot
[19] antimicrobial,resistance

Top Replied-To
Top Replied-To in Entire Graph:
@drdianeashiru
@jamiehuwroberts
@michelleobama
@who
@capcbristol
@bwordsworths
@harpal81
@jonotter
@markcjuniper
@angpharmid

Top Replied-To in G1:
@haris_naj
@afiqlerr

Top Replied-To in G2:
@michelleobama
@jamiehuwroberts
@drdianeashiru
@npsmedicinewise
@ncas_aus
@cddep
@paulsinha
@ivteam
@novomix30
@realdonaldtrump

Top Replied-To in G4:
@uoftmedicine
@hamhealthsc

Top Replied-To in G6:
@who

Top Replied-To in G10:
@marynmck

Top Mentioned
Top Mentioned in Entire Graph:
@izzahrph
@harvardhealth
@compoundchem
@drdianeashiru
@who
@manilarph
@drcjlittle
@unibirmingham
@choosewiselyca
@uadlup

Top Mentioned in G1:
@izzahrph
@compoundchem
@harvardhealth
@whoindonesia
@mbhall88
@nourish4life_ie
@afiqlerr

Top Mentioned in G2:
@drdianeashiru
@drcjlittle
@theurgentneed
@pharmacyhour
@ebug_uk
@npsmedicinewise
@wepharmacists
@cmftnhs
@elizbeech
@bsacandjac

Top Mentioned in G3:
@harvardhealth
@johnrossmd
@metabolomics
@izzahrph
@conniewalyaro
@compoundchem
@ncdcgov

Top Mentioned in G4:
@choosewiselyca
@publichealthon
@who
@mountsinai
@phac_gc
@ottawahospital
@rqhealth
@lessismoremed
@caep_docs
@cfia_food

Top Mentioned in G5:
@compoundchem
@whoindonesia
@difa_ohc
@izzahrph
@madihfletch
@harvardhealth
@ncstatesciences
@publichealthon
@ebug_uk

Top Mentioned in G6:
@manilarph
@who
@whophilippines
@foodgov
@pharmacnz
@goodfellowunit1
@risadavita
@cihr_irsc
@minvws

Top Mentioned in G8:
@unibirmingham
@oldjoeclock
@rachelkettles
@uobschool
@uobschool_biol
@maddy64
@warringtonccg

Top Mentioned in G9:
@pharmafactz
@preventiontips
@cuh_nhs
@izzahrph
@harvardhealth
@drcjlittle
@compoundchem
@nchc_nhs
@bmf_tweets
@manilarph

Top Mentioned in G10:
@microbiology
@adkaggarwal
@bmj_latest
@patientsassoc
@harvardhealth
@ele_crovato
@cahlia_naested
@megzgarnett16
@compoundchem
@drdianeashiru

Top Tweeters
Top Tweeters in Entire Graph:
@cowboyscifibot
@indiegamedevbot
@nilimajumder
@nasumoku
@reichi062
@ichigostar000
@s9tmt
@npsusa
@gallimaufrey777
@sallyrmelb

Top Tweeters in G1:
@feersubki
@b2utyvipshawol
@syuhaidahsham
@luqmanyamin
@aiman0802
@mfaridnurdin
@mhaminuddin
@hanainnadhirah
@masmona__
@redblackl0ver

Top Tweeters in G2:
@s9tmt
@nytimes
@retweetertweetz
@pash22
@wameyokw
@aribertdeckers
@0try
@anderstingsbone
@kath2cats
@davidpj70clark

Top Tweeters in G3:
@abcollar
@815wrldtrvlr
@madrynha2012
@sylviekareena
@southerngemgal
@shyduroff
@viptownsend
@politicaesaude
@openmarketingtv
@zamogah

Top Tweeters in G4:
@sallyrmelb
@chriskirouac
@forgerat
@miminifee
@ahalim12
@fulelo
@drdavidwarriner
@codienec
@retireathomebg
@64_amandine

Top Tweeters in G5:
@npsusa
@ajenglembayung
@fairyteeth
@faifai_021
@ammar_kid
@archilys
@anthonyruelloux
@alanrew
@miyuriscarlet
@pozorvlak

Top Tweeters in G6:
@gir1group
@daudayandayan
@dxxnnx_
@angelishyy
@carrield99
@elizabxthvf
@danjonath
@jonnalyneee
@hannahmaryel
@callmemawu

Top Tweeters in G7:
@mycabman
@the_nation
@w_i_fh
@mnalh_s
@game_deve1
@minimalikey
@minaharker20_12
@careerstaffrx
@timsandle
@pharmerfour

Top Tweeters in G8:
@gallimaufrey777
@hambalirw4
@unibirmingham
@badgermash
@yuliyulisuk
@beyondlevels
@brummie_am_we
@azzamlah
@markwestlake
@nhsenglandmide

Top Tweeters in G9:
@duchess1201
@mehroscel
@dynonel
@owonla_
@lorenzboni
@sarahbalagso
@superalddd
@sepsisuk
@bringitonguyz
@mrautographs

Top Tweeters in G10:
@scopedbylarry
@marionste
@bawoo63
@monoultra
@pollygary
@mancunianmedic
@darkpreider
@judith_husband
@marynmck
@tarawa62