"antibiotic resistance" OR "antibiotic guardian" OR "keep antibiotics working" OR "antibiotic awareness" OR "antimicrobial awareness" OR "antibiotic awareness" OR "stop superbugs" OR "antimicrobial resistance" OR "stop drug resistance" OR "be antibiotics aware" -#WAAW -#AntimicrobialResistance -#AMR -#HandleWithCare -#EAAD -#AntibioticResistance -#Antibiotics -#KeepAntibioticsWorking -#WAAW21 -#WAAW2021 -#EAAD21 -#EAAD2021, Twitter, 11/22/2021 7:05:32 PM, 266851


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"antibiotic resistance" OR "antibiotic guardian" OR "keep antibiotics working" OR "antibiotic awaren
"antibiotic resistance" OR "antibiotic guardian" OR "keep antibiotics working" OR "antibiotic awaren
From:
scotpublichealth
Uploaded on:
November 22, 2021
Short Description:
"antibiotic resistance" OR "antibiotic guardian" OR "keep antibiotics working" OR "antibiotic awareness" OR "antimicrobial awareness" OR "antibiotic awareness" OR "stop superbugs" OR "antimicrobial resistance" OR "stop drug resistance" OR "be antibiotics aware" -#WAAW -#AntimicrobialResistance -#AMR

Description:
Description
The graph represents a network of 6,815 Twitter users whose recent tweets contained ""antibiotic resistance" OR "antibiotic guardian" OR "keep antibiotics working" OR "antibiotic awareness" OR "antimicrobial awareness" OR "antibiotic awareness" OR "stop superbugs" OR "antimicrobial resistance" OR "stop drug resistance" OR "be antibiotics aware" -#WAAW -#AntimicrobialResistance -#AMR -#HandleWithCare -#EAAD -#AntibioticResistance -#Antibiotics -#KeepAntibioticsWorking -#WAAW21 -#WAAW2021 -#EAAD21 -#EAAD2021", 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 Monday, 22 November 2021 at 07:42 UTC.

The tweets in the network were tweeted over the 8-day, 17-hour, 19-minute period from Saturday, 13 November 2021 at 13:34 UTC to Monday, 22 November 2021 at 06:53 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 : 6815
Unique Edges : 10900
Edges With Duplicates : 3115
Total Edges : 14015
Self-Loops : 2117
Reciprocated Vertex Pair Ratio : 0.0311357121676386
Reciprocated Edge Ratio : 0.0603911042944785
Connected Components : 1437
Single-Vertex Connected Components : 887
Maximum Vertices in a Connected Component : 3723
Maximum Edges in a Connected Component : 10117
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.398975
Graph Density : 0.000224646464994495
Modularity : 0.72477
NodeXL Version : 1.0.1.447
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266850
Data Import : The graph represents a network of 6,815 Twitter users whose recent tweets contained ""antibiotic resistance" OR "antibiotic guardian" OR "keep antibiotics working" OR "antibiotic awareness" OR "antimicrobial awareness" OR "antibiotic awareness" OR "stop superbugs" OR "antimicrobial resistance" OR "stop drug resistance" OR "be antibiotics aware" -#WAAW -#AntimicrobialResistance -#AMR -#HandleWithCare -#EAAD -#AntibioticResistance -#Antibiotics -#KeepAntibioticsWorking -#WAAW21 -#WAAW2021 -#EAAD21 -#EAAD2021", 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 Monday, 22 November 2021 at 07:42 UTC.

The tweets in the network were tweeted over the 8-day, 17-hour, 19-minute period from Saturday, 13 November 2021 at 13:34 UTC to Monday, 22 November 2021 at 06:53 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 : "antibiotic resistance" OR "antibiotic guardian" OR "keep antibiotics working" OR "antibiotic awareness" OR "antimicrobial awareness" OR "antibiotic awareness" OR "stop superbugs" OR "antimicrobial resistance" OR "stop drug resistance" OR "be antibiotics aware" -#WAAW -#AntimicrobialResistance -#AMR -#HandleWithCare -#EAAD -#AntibioticResistance -#Antibiotics -#KeepAntibioticsWorking -#WAAW21 -#WAAW2021 -#EAAD21 -#EAAD2021
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:
[443] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[135] https://www.gov.uk/government/publications/english-surveillance-programme-antimicrobial-utilisation-and-resistance-espaur-report
[119] https://www.radiationhealthrisks.com/5g-cell-towers-dangerous/
[95] https://antibioticguardian.com/
[95] https://efpia.eu/about-medicines/development-of-medicines/antimicrobial-resistance-amr/
[95] https://genomemedicine.biomedcentral.com/articles/10.1186/s13073-021-00991-y
[82] https://act.saveourantibiotics.org/page/92612/petition/1
[62] https://www.thelancet.com/journals/lanplh/article/PIIS2542-5196(21)00280-1/fulltext?utm_campaign=gbd21&utm_source=twitter&utm_medium=social
[49] https://www.pharmaceutical-technology.com/digital-disruption/ai/antibiotic-resistance-ai-tackle-superbug-threat/?utm_sq=gwcl94jwts
[44] https://www.dailymail.co.uk/debate/article-10215007/Overuse-fuelled-worlds-antibiotic-resistance-crisis-writes-Dr-CHRIS-VAN-TULLEKEN.html

Top URLs in Tweet in G1:
[28] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[8] https://www.cnbc.com/2021/11/17/antibiotic-resistance-could-be-the-next-hidden-pandemic-uk-experts.html
[8] https://www.cdc.gov/antibiotic-use/week/get-involved.html
[8] https://www.technologyreview.com/2021/06/23/1026763/pandemic-covid-antimicrobial-resistance/?utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter&utm_medium=tr_social
[7] https://ukhsa.blog.gov.uk/2021/11/17/what-is-antimicrobial-resistance-and-why-do-we-need-to-take-action-against-it/
[7] https://news.sky.com/story/hidden-pandemic-experts-warn-of-surge-in-antibiotic-resistance-infections-after-covid-12470652
[6] https://antibioticguardian.com/
[6] https://www.whitehouse.gov/briefing-room/presidential-actions/2021/11/17/a-proclamation-on-antibiotic-awareness-week-2021/
[6] http://createsend.com/t/d-445748C60519175D2540EF23F30FEDED
[6] https://www.cdc.gov/antibiotic-use/index.html

Top URLs in Tweet in G2:
[289] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[20] http://www.fao.org/antimicrobial-resistance/es/?utm_source=twitter+&utm_medium=social+media&utm_campaign=fao
[16] https://www.afro.who.int/news/stronger-governance-needed-fight-superbugs-africa-antimicrobial-resistance-threatens-africas
[16] https://doi.org/10.4060/cb5545en
[16] https://protect-za.mimecast.com/redirect/eNqtlVlv20YQgP-KwGeT3vswiiJ24iAFYidwEhRBVQh7zEpseKjkyk4c-L93SNm17KZvEQSCOzM7O_vNwe_FELa5OClaN4SqhS5CM_bdi13IlQvVrSuOiqYPxQk9KgYIUG9zrlvAteKaCcGEIYSgDn2wo8Ll7MKm7lKPLr8v79foNo_L4uQPlKS6gUvXAi6Xhe_jtyp_zcviaFmMG0dnKfdRJyJk5JSxZLTRQnCfotWOK6uss4lONg-7mFTzPiMtI5ZrzXVQFIwTSXNuTbKgeQjMMQ8xMBU5aIESD5awRAmFoCPRavbXRjk7k8xwZ20E9KQU1fg3MpLAEsoMk7Px0Pf5w88OAPF-_LbdA8qAcI63jau7_W3r20khCdd3R89p5sF1Y1uPY913FbTNU6qaEO8lJZIFiDJG6azSzkFQXCiWSAiIVTP1nCojIKURBCAB5oLq4L1yKkTjVNJSJioYDUkambj2HogTIUpBlYwiaBeeUNXECxGNFJFY6gOAsURp3ALUMMrTj6j-nAAOqbYwjm4Ny-MhBcNYOeYd7ouHhClR4geI54Ld5PYpWgLeWgqJB6WsCAgVY1YqWOwRagSmGqNnwT1HC8nbhOfgU1qPFRCkUSYlI4BQlnhUEQCLRjnCFWdgiGFeEx4s54FG-QQt9gdnmoEQPtEUIHjrnePggwzWih-i_TkB_LdgkVBzSNNSa-7-vMNZEmucItO8-a3D1baO89jYOpwwxcsPp1yccpS72eTlBsKXT1dv9wIsapSdhoDLsXXjBlcSiCbWRI_lrEgQSkBiGmHbgH04tRpWl9Ry2tLFAXf4zS7nDoYXN5u-qrs8aXb-L9RcnZ8sfn_zbnF-8Xbhulz7us91WPi-_7IoF43bdWGzSP2w2O58g4rQt9NcW1z219B6GBbUHC2HZbdghFF0m9t80e86vGBx6zIMLUPhNGwfpyOiqLf1wXDsHursAqfx4uJhGs8ooXV1sy_f_xnVs1ns23lYoN2BYg8fxpm3JVYZZinbU3mM59_j33z6-PHy_OpocQYdxPpLfhbBc4rPTz4U19tZJEhFia4YqQSf5Zt-zPfXqZsyegO7gci-Y0Twqt9lP8GrtkOfYU7-JGswGRWCxwvtCV_2Eb9FBSET8XqLr4fnoKwd19Odi19efWLvrwi9ODNU8FecyfPX9LUhZ5qeC8vN6fkras_siydmFYa0HSKhUxixgq9h47o1NM6PUxS_Tv73oySPeMaUePwZqoighMvp_N3QoGaT83Y8WR4vj29ubqoHOsf7SnLT7cblcbs8rjPgM2-gRJsSXWNt1K4pW0xCqDsYy6Yec_lYnuVUnmXdYnzXdbc-1LgbN2D2xnFK_NRO61UoYXXrCF0xvrqOjJdsdd9zq33sqKJ6dV-uJVItOZf4UcPP_AR4vZtZviNiVN_Kz-_dTl6Wf6_z7eXw-RT1YTfmvoUh7LPy2M8DrPfte5_O8tZV09gIbswTyeLuHzbplUk
[14] https://africacdc.org/event/world-antimicrobial-awareness-week-waaw-18-24-november-2021/
[13] https://www.icn.ch/news/world-antimicrobial-awareness-week-november-2021
[12] https://antibioticguardian.com/africa/
[10] https://www.whitehouse.gov/briefing-room/presidential-actions/2021/11/17/a-proclamation-on-antibiotic-awareness-week-2021/?utm_source=twitter
[9] https://www.who.int/campaigns/world-antimicrobial-awareness-week

Top URLs in Tweet in G3:
[133] https://www.gov.uk/government/publications/english-surveillance-programme-antimicrobial-utilisation-and-resistance-espaur-report
[52] https://antibioticguardian.com/
[23] https://www.nhstaysideadtc.scot.nhs.uk/Antibiotic%20site/Antibiotic%20front%20page.htm
[23] https://www.birminghamandsolihullccg.nhs.uk/news/1898-join-the-antibiotic-amnesty-and-keep-antibiotics-working
[15] https://www.evidentlycochrane.net/world-antibiotic-awareness-week-round-cochrane-evidence/
[14] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[13] https://bsac.org.uk/keep-antimicrobials-working-ensuring-that-the-future-looks-bright/
[11] https://www.hps.scot.nhs.uk/web-resources-container/scottish-one-health-antimicrobial-use-and-antimicrobial-resistance-in-2020/
[11] https://www.bsava.com/News/ArticleID/2440/Trust-Your-Vet-campaign-launch-to-tackle-AMR-in-small-animals
[11] https://www.cidrap.umn.edu/news-perspective/2021/11/global-survey-shows-more-countries-addressing-antimicrobial-resistance

Top URLs in Tweet in G4:
[89] https://genomemedicine.biomedcentral.com/articles/10.1186/s13073-021-00991-y
[82] https://act.saveourantibiotics.org/page/92612/petition/1
[36] https://www.dailymail.co.uk/debate/article-10215007/Overuse-fuelled-worlds-antibiotic-resistance-crisis-writes-Dr-CHRIS-VAN-TULLEKEN.html
[30] https://twitter.com/ASOAntibiotics/status/1461207428373090312
[20] https://www.ciwf.org.uk/news/2021/11/resistance-and-responsibility-antibiotic-use-in-supermarket-supply-chains?utm_campaign=antibiotics&utm_source=twitter&utm_medium=ciw
[11] https://twitter.com/baym/status/1462405003327455239
[11] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.gastrojournal.org%2Farticle%2FS0016-5085%2821%2903246-7%2Ffulltext&rc=0
[9] https://www.cdc.gov/antibiotic-use/week/toolkit.html
[8] https://twitter.com/SoilAssociation/status/1461249078428418050
[8] https://www.elsevier.com/research-intelligence/societal-impact-and-sdg-guide/goal-3-research-highlights

Top URLs in Tweet in G5:
[92] https://efpia.eu/about-medicines/development-of-medicines/antimicrobial-resistance-amr/
[13] https://www.afro.who.int/ResistAMR
[7] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[6] https://www.data4sdgs.org/people-power
[4] https://www.youtube.com/watch?v=HN5ultN7JaM&feature=youtu.be

[4] https://researchoutreach.org/articles/antibiotic-resistance-enterobacteria-pigs/
[3] https://www.youtube.com/watch?v=oMnU6g2djm4&feature=youtu.be

[3] https://twitter.com/WHO/status/1461274608045277184
[2] https://www.youtube.com/watch?v=ZvhFeGEDFC8&feature=youtu.be

[2] https://antibioticguardian.com/

Top URLs in Tweet in G6:
[7] http://infinitehealthnews.co.zw/index.php/2021/11/18/the-silent-pandemic-antimicrobial-resistance/
[5] https://twitter.com/AngellaMumbejja/status/1461204016973680641
[4] https://www.who.int/health-topics/antimicrobial-resistance
[4] https://nation.africa/kenya/healthy-nation/superbugs-the-next-big-pandemic-3619992
[3] https://twitter.com/rash_mdaki/status/1461684266329382936
[3] https://antibioticguardian.com/africa/
[3] https://www.youtube.com/watch?t=1809&v=SmNDuFNpkiE&feature=youtu.be
[3] https://twitter.com/SabiitiwWilber/status/1461396755162054657
[3] https://nilepost.co.ug/2021/11/18/uncontrolled-purchase-of-antibiotics-from-drug-vendors-is-a-risk-to-animal-health/
[2] http://antibioticguardian.com/africa/

Top URLs in Tweet in G7:
[25] https://www.frontiersin.org/articles/10.3389/fphar.2021.608971/full
[19] https://www.ncas-australia.org/AAW2021
[18] https://twitter.com/_atanas_/status/1461643730889449473
[15] https://aricjournal.biomedcentral.com/articles/10.1186/s13756-021-01002-w
[11] http://www.amr.gov.au
[9] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[8] https://twitter.com/UAC_UU/status/1461630776039120900
[7] https://www.csiro.au/en/news/News-releases/2021/Australias-superbug-situation-calls-for-new-solutions
[4] https://scitechdaily.com/combating-antibiotic-resistance-a-major-global-health-threat/
[4] https://www.innovationaus.com/csiro-partners-with-cicada-to-translate-superbug-research/

Top URLs in Tweet in G8:
[12] https://www.eventbrite.co.uk/e/world-antimicrobial-awareness-week-2021-lunchtime-webinars-tickets-203983569347
[12] https://healthservice.hse.ie/staff/news/general/18-november-is-european-antibiotic-awareness-day.html
[12] https://www.gov.ie/animalhealth
[11] https://www.gov.ie/en/press-release/cba1a-minister-for-health-and-minister-for-agriculture-food-and-the-marine-jointly-welcome-irelands-second-one-health-national-action-plan-on-antimicrobial-resistance-2021-2025-inap2/?referrer=http://www.gov.ie/en/press-release/b7373-one-health-national-action-plan-on-antimicrobial-resistance-2021-2025-inap2/
[10] https://www.teagasc.ie/news--events/daily/dairy/animal-health-and-antimicrobial-resistance-awareness-week.php
[10] https://twitter.com/hpscireland/status/1461318713039331333
[8] https://podfollow.com/1489310336
[8] https://www.gov.ie/en/publication/d72f1-joint-action-on-antimicrobial-resistance/?referrer=http://www.gov.ie/amr/#irelands-second-one-health-action-plan-on-antimicrobial-resistance-2021-2025-inap2
[6] https://open.spotify.com/episode/6rDRFhLklDfwQCXuD9wk00?si=DPiaOscYTqOWiC9j2EQ61w
[5] https://podfollow.com/e/f79dd

Top URLs in Tweet in G9:
[119] https://www.radiationhealthrisks.com/5g-cell-towers-dangerous/

Top URLs in Tweet in G10:
[12] https://us02web.zoom.us/webinar/register/4116367781227/WN_hyL-A24wSPe7x1I-hvb5ig
[7] https://www.telegraph.co.uk/global-health/science-and-disease/antibiotic-prescriptions-decrease-pandemic-overuse-remains/
[5] https://www.mmv.org/our-impact/global-health-security/tackling-antimicrobial-resistance
[5] https://us02web.zoom.us/webinar/register/2316367204511/WN_hyL-A24wSPe7x1I-hvb5ig
[5] https://twitter.com/rasat_/status/1460861617940275201
[4] https://twitter.com/MudGuardKE/status/1460861473270476800
[3] https://tufts.zoom.us/webinar/register/WN_ekrsmUt2QLq6BksbhuIw5w
[3] https://www.cencad.org/post/antimicrobial-resistance-a-global-health-challenge
[2] http://ow.ly/5o1n50C8NhG
[2] https://www.cdc.gov/drugresistance/protecting_yourself_family.html

Top Domains
Top Domains in Tweet in Entire Graph:
[660] who.int
[588] twitter.com
[190] co.uk
[187] gov.uk
[147] antibioticguardian.com
[141] cdc.gov
[119] radiationhealthrisks.com
[114] biomedcentral.com
[102] fao.org
[98] youtube.com

Top Domains in Tweet in G1:
[69] twitter.com
[56] who.int
[40] cdc.gov
[32] co.uk
[31] nih.gov
[25] linkedin.com
[18] cnbc.com
[17] antibioticguardian.com
[12] youtube.com
[11] nhs.uk

Top Domains in Tweet in G2:
[355] who.int
[56] fao.org
[42] twitter.com
[17] mimecast.com
[16] doi.org
[15] antibioticguardian.com
[14] africacdc.org
[13] icn.ch
[12] paho.org
[11] zoom.us

Top Domains in Tweet in G3:
[150] gov.uk
[60] nhs.uk
[58] antibioticguardian.com
[44] twitter.com
[19] who.int
[15] evidentlycochrane.net
[14] org.uk
[14] ac.uk
[12] umn.edu
[11] youtube.com

Top Domains in Tweet in G4:
[90] biomedcentral.com
[85] saveourantibiotics.org
[62] twitter.com
[36] co.uk
[30] cdc.gov
[21] org.uk
[11] elsevierhealth.com
[9] nhs.uk
[8] elsevier.com
[8] ampproject.org

Top Domains in Tweet in G5:
[92] efpia.eu
[26] youtube.com
[24] who.int
[6] data4sdgs.org
[6] twitter.com
[4] researchoutreach.org
[2] antibioticguardian.com
[2] icars-global.org
[2] co.ke
[2] gov.uk

Top Domains in Tweet in G6:
[16] twitter.com
[7] co.zw
[6] who.int
[5] antibioticguardian.com
[4] nation.africa
[3] youtube.com
[3] co.ug
[1] ft.com
[1] co.uk
[1] theamericanscholar.org

Top Domains in Tweet in G7:
[39] twitter.com
[25] frontiersin.org
[20] ncas-australia.org
[19] gov.au
[15] biomedcentral.com
[10] who.int
[10] csiro.au
[5] amr-summit-au.com
[4] scitechdaily.com
[4] innovationaus.com

Top Domains in Tweet in G8:
[37] gov.ie
[17] podfollow.com
[15] teagasc.ie
[13] twitter.com
[12] co.uk
[12] hse.ie
[9] webex.com
[6] spotify.com
[6] gov.uk
[5] topsec.com

Top Domains in Tweet in G9:
[119] radiationhealthrisks.com

Top Domains in Tweet in G10:
[20] zoom.us
[9] twitter.com
[8] co.uk
[5] mmv.org
[4] cdc.gov
[3] cencad.org
[3] who.int
[3] youtube.com
[2] ow.ly
[2] scitechdaily.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[670] worldantimicrobialawarenessweek
[525] animalsmatteraf
[179] usaaw21
[163] beantibioticsaware
[154] antibiotic
[143] espaur
[89] wewontrest
[84] africawaaw
[84] antimicrobialresistance2021
[78] antimicrobial



Top Hashtags in Tweet in G1:
[50] beantibioticsaware
[35] usaaw21
[31] worldantimicrobialawarenessweek
[20] worldantibioticawarenessweek
[16] antibiotic
[14] antibioticguardian
[14] antibioticawarenessweek
[13] antimicrobial
[10] animalsmatteraf
[9] worldantibioticsawarenessweek

Top Hashtags in Tweet in G2:
[192] worldantimicrobialawarenessweek
[68] africawaaw
[56] tuberculosis
[35] resistenciaantimicrobiana
[33] worldtoiletday
[19] antimicrobial
[16] eml
[16] antimicrobials
[15] usaaw21
[15] stopresistance

Top Hashtags in Tweet in G3:
[141] espaur
[55] worldantimicrobialawarenessweek
[16] antimicrobial
[14] children
[11] antibioticguardian
[11] solihullhour
[11] educating
[10] covid19
[10] tldr
[7] resistance

Top Hashtags in Tweet in G4:
[81] antibiotic
[54] worldantimicrobialawarenessweek
[45] tinyearthwaaw
[27] animalwelfare
[27] resistance
[27] foodsystems
[16] usaaw21
[12] beantibioticsaware
[8] sdg
[8] sustainability

Top Hashtags in Tweet in G5:
[87] wewontrest
[33] worldantimicrobialawarenessweek
[13] resistamr
[12] stopsuperbugs
[9] citizenweekend
[5] antimicrobial
[4] genetic
[4] pig
[3] data4sdgs
[3] antibioticguardian

Top Hashtags in Tweet in G6:
[15] spreadawareness
[15] stopresistance
[12] pharmacist
[12] world
[10] makrifresearch
[9] jointhefight
[7] research
[6] worldantimicrobialawarenessweek
[5] amrweek
[5] antibioticguardian

Top Hashtags in Tweet in G7:
[55] worldantimicrobialawarenessweek
[53] hospitalstalktolovedones
[33] healthtech
[32] globalhealth
[32] scicomm
[30] digitalhealth
[27] stem
[23] dhpsp
[12] amrsummit21
[11] mtpconnect

Top Hashtags in Tweet in G8:
[32] waaw2021rw
[25] animalhealth
[17] worldantimicrobialawarenessweek
[13] thebeefedge
[13] rwot
[8] inap2
[6] savethedate
[5] thepigedge
[4] icgpwednesdaywebinar
[3] ovicast

Top Hashtags in Tweet in G10:
[515] animalsmatteraf
[8] worldantibioticawarenessweek
[6] worldantimicrobialawarenessweek
[3] antibioticawarenessday
[3] antibiotic
[3] resistance
[3] health
[3] healthcare
[3] kauvery
[3] kauveryhospitals

Top Words
Top Words in Tweet in Entire Graph:
[6093] resistance
[5042] antimicrobial
[3834] antibiotic
[3785] awareness
[2699] week
[1970] world
[1880] antibiotics
[1288] health
[1049] more
[1012] amr

Top Words in Tweet in G1:
[662] resistance
[551] antibiotic
[551] antimicrobial
[517] awareness
[404] week
[293] world
[224] antibiotics
[145] health
[127] 2021
[108] november

Top Words in Tweet in G2:
[670] antimicrobial
[661] awareness
[632] resistance
[359] week
[318] spread
[282] stop
[280] infections
[273] drug
[273] world
[236] resistant

Top Words in Tweet in G3:
[451] antimicrobial
[378] resistance
[214] awareness
[196] stewardship
[188] antibiotic
[174] week
[163] england
[155] report
[152] antibiotics
[141] #espaur

Top Words in Tweet in G4:
[535] antibiotic
[358] resistance
[159] covid
[135] antibiotics
[121] awareness
[120] misuse
[109] asoantibiotics
[102] use
[99] day
[92] week

Top Words in Tweet in G5:
[177] resistance
[138] antimicrobial
[108] more
[93] learn
[93] awareness
[89] antibiotics
[87] #wewontrest
[83] antibiotic
[81] week
[62] amr

Top Words in Tweet in G6:
[333] antimicrobial
[326] resistance
[222] awareness
[174] world
[155] week
[82] widespectrumug
[79] stop
[77] spread
[68] antibiotic
[66] antibiotics

Top Words in Tweet in G7:
[195] antimicrobial
[182] resistance
[107] amr
[79] antibiotic
[70] awareness
[69] week
[56] public
[55] #worldantimicrobialawarenessweek
[53] #hospitalstalktolovedones
[48] antimicrobials

Top Words in Tweet in G8:
[183] awareness
[147] antimicrobial
[137] week
[97] resistance
[90] antibiotic
[80] health
[67] day
[64] animal
[62] european
[46] november

Top Words in Tweet in G9:
[238] 5g
[238] oxygen
[119] smaller
[119] mm
[119] waves
[119] causes
[119] harm
[119] skin
[119] eyes
[119] immune

Top Words in Tweet in G10:
[611] resistance
[515] #animalsmatteraf
[393] antimicrobial
[277] antibiotic
[271] movetheworldaf
[214] antibiotics
[190] health
[139] animals
[127] use
[123] threat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2965] antimicrobial,resistance
[2350] awareness,week
[2185] antibiotic,resistance
[1653] antimicrobial,awareness
[1449] world,antimicrobial
[715] antibiotic,awareness
[575] spread,awareness
[529] awareness,stop
[505] stop,resistance
[406] resistance,amr

Top Word Pairs in Tweet in G1:
[360] awareness,week
[299] antibiotic,resistance
[293] antimicrobial,resistance
[218] antimicrobial,awareness
[189] world,antimicrobial
[159] antibiotic,awareness
[84] 18,24
[57] world,antibiotic
[57] week,2021
[44] resistance,amr

Top Word Pairs in Tweet in G2:
[337] awareness,week
[333] antimicrobial,resistance
[293] antimicrobial,awareness
[245] world,antimicrobial
[180] drug,resistant
[178] resistant,infections
[169] spread,awareness
[167] awareness,stop
[160] stop,resistance
[135] https,t

Top Word Pairs in Tweet in G3:
[283] antimicrobial,resistance
[141] stewardship,england
[136] #espaur,report
[129] awareness,week
[114] antimicrobial,awareness
[105] world,antimicrobial
[96] annual,surveillance
[96] resistance,utilisation
[96] utilisation,stewardship
[93] report,national

Top Word Pairs in Tweet in G4:
[297] antibiotic,resistance
[84] awareness,week
[79] chance,covid
[79] covid,co
[79] co,infection
[79] infection,winter
[79] winter,increased
[79] increased,especially
[79] especially,hospitalized
[79] hospitalized,patients

Top Word Pairs in Tweet in G5:
[91] learn,more
[85] more,#wewontrest
[62] awareness,week
[60] antimicrobial,resistance
[59] antibiotic,resistance
[57] antimicrobial,awareness
[56] world,antimicrobial
[27] r,d
[27] misuse,overuse
[27] 10,million

Top Word Pairs in Tweet in G6:
[218] antimicrobial,resistance
[136] awareness,week
[132] world,antimicrobial
[108] antimicrobial,awareness
[66] spread,awareness
[56] awareness,stop
[56] stop,resistance
[45] theme,spread
[34] antibiotic,resistance
[34] preserve,antibiotics

Top Word Pairs in Tweet in G7:
[121] antimicrobial,resistance
[71] resistance,amr
[52] antimicrobial,awareness
[52] awareness,week
[50] antibiotic,resistance
[38] changing,patient
[38] patient,public
[38] public,beliefs
[38] beliefs,antimicrobials
[38] antimicrobials,antimicrobial

Top Word Pairs in Tweet in G8:
[106] awareness,week
[82] antimicrobial,resistance
[59] antibiotic,awareness
[55] animal,health
[53] awareness,day
[50] european,antibiotic
[41] antimicrobial,awareness
[32] world,antimicrobial
[31] superintending,veterinary
[28] health,awareness

Top Word Pairs in Tweet in G9:
[119] smaller,mm
[119] mm,waves
[119] waves,5g
[119] 5g,causes
[119] causes,harm
[119] harm,skin
[119] skin,eyes
[119] eyes,immune
[119] immune,system
[119] system,bacterial

Top Word Pairs in Tweet in G10:
[321] antimicrobial,resistance
[249] antibiotic,resistance
[226] movetheworldaf,#animalsmatteraf
[56] awareness,week
[53] global,health
[47] use,antibiotics
[47] resistance,#animalsmatteraf
[43] 10,million
[42] resistance,one
[42] spread,antibiotic

Top Replied-To
Top Replied-To in Entire Graph:
@hcsmafrica
@fmohealth
@gsppa11
@cw_pharmacists
@widespectrumug
@ayopaul_ikujuni
@cmoireland
@nachristakis
@ronokaren
@deborahmeaden

Top Replied-To in G1:

Top Replied-To in G2:
@hcsmafrica
@who
@miic_jamaica
@cw_pharmacists
@ungeneva
@_facesa
@faolivestock
@drtedros

Top Replied-To in G3:
@antibioticleeds
@preetyjr
@_facesa
@hunter_gracchus
@agnihotryanirud
@bsacandjac
@wvschaik
@adsmicro

Top Replied-To in G4:
@nachristakis
@deborahmeaden
@doctorchrisvt
@billmckibben
@ciwf
@cdcgov
@whimsicalnick

Top Replied-To in G5:
@ronokaren
@sam_akech
@moh_kenya
@citizentvkenya
@m_van_dongen
@whokenya

Top Replied-To in G6:
@widespectrumug
@mbararaust
@makerere_medics
@leonlidigu
@angellamumbejja

Top Replied-To in G7:
@_inpst
@kristin_xen

Top Replied-To in G8:
@cmoireland
@chiefnurseire
@donnellystephen

Top Replied-To in G10:
@movetheworldaf

Top Mentioned
Top Mentioned in Entire Graph:
@who
@movetheworldaf
@drdianeashiru
@asoantibiotics
@genomemedicine
@widespectrumug
@ukhsa
@doctorchrisvt
@smhopkins
@pharmacistsug

Top Mentioned in G1:
@a_baumannii
@moccaeuae
@raamlab_
@remateph

Top Mentioned in G2:
@who
@fao
@oieanimalhealth
@whoemro
@au_ibar
@christufton
@julietcuthbert
@africacdc
@whoafro
@pahowho

Top Mentioned in G3:
@drdianeashiru
@ukhsa
@smhopkins
@ellacasale
@antibioticscot
@nhstayside
@sapgabx
@sangnursingams
@nhstaysidepharm
@uhsft

Top Mentioned in G4:
@asoantibiotics
@genomemedicine
@doctorchrisvt
@cdcgov
@ciwf
@tinyearthnet
@soilassociation
@umamahadevanibd
@ibdmd
@rickpeekmd

Top Mentioned in G5:
@moh_kenya
@youtube
@amractionfund
@kemri_kenya
@kemri_wellcome
@africas_voices
@icars_global
@lshtm
@wellcome_amr
@ronokaren

Top Mentioned in G6:
@widespectrumug
@pharmacistsug
@psu_pharmacists
@reactgroup
@undauthority
@beat_the_bugs
@minofhealthug
@ams_ug
@campusmust
@ipsfafro

Top Mentioned in G7:
@aamrnet_
@cicadainnov
@ncas_aus
@elisamokany
@alison_v_todd
@speedx
@csiro
@deptagnews
@healthgovau
@_atanas_

Top Mentioned in G8:
@agriculture_ie
@rcpi_news
@cuh_cork
@barrvett
@carolinegarvan
@npsoirl
@ndtp_hse
@icgpnews
@rcsi_irl
@irishpharmacy

Top Mentioned in G10:
@movetheworldaf
@who
@harrietmbarber
@telegraph
@newscientist

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@threadreaderapp
@cybersec_feeds
@berkleybearnews
@chidambara09
@zyitegadgets
@edinburghwatch
@pairsonnalitesu
@falconhamada_90

Top Tweeters in G1:
@berkleybearnews
@zyitegadgets
@pairsonnalitesu
@andyvermaut
@jacekwierzbicki
@dancas2
@pairsonnalitesn
@strawberryng
@nigeriantribune
@exbulletinuk

Top Tweeters in G2:
@jornalistavitor
@justiceoutcry
@cotey_mary
@dev_discourse
@new_narrative
@viazcanv
@ana_captures
@designerkath
@njmike731
@sharu_das

Top Tweeters in G3:
@tristramwyatt
@msep0003
@lizszabo
@journalnow
@otjonline
@solihullhour
@helengavaghan
@pharmrj
@sadizid
@wvschaik

Top Tweeters in G4:
@edinburghwatch
@inabster
@rosenchild
@menabster
@vedehimajumdar
@ansisegle
@christinejameis
@njdoc
@godandthebear
@mstkindeed

Top Tweeters in G5:
@bellesapepper37
@raivoonet
@citizentvkenya
@gadiooumoul
@r___83___o
@victoria_victo3
@digitaldecoded1
@guestpt2012
@tarq33333
@vicentepugliaar

Top Tweeters in G6:
@nbstv
@spennington33
@godeyse
@suncemore1
@faryus88
@nicolesandler
@ss51202463
@mwesigwababra
@drmtunguja
@g_ntanzi

Top Tweeters in G7:
@ancientbob
@omi_082
@claudiagcbell
@botfemale
@vicentelozadab
@drferdowsi
@reutersbiz
@bonkers_bee
@ironorehopper
@gusadolfoortiz

Top Tweeters in G8:
@tujyekunywa
@conefreypharmac
@evelynspring8
@rantsandcraic
@shanemcauliffe1
@derrywan
@teagasc
@bgkmsc
@derekbrauders
@hselive

Top Tweeters in G9:
@truthseeker6761
@ginap4462
@mcm_ct
@snowfazam12
@maryspes
@mistierain
@tracybaxter11
@guastellasteven
@fragmentedsoul5
@burnitin97

Top Tweeters in G10:
@celtic__rain13
@piapaulette
@telegraph
@evyonk
@kalkua1
@pedroblessing_
@crazydreamer254
@profcymohafc
@itskiprotich1
@ciryan_nelson