"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" OR "youth stewards for amr" OR "youth against amr" -#eaad -#eaad2020 -#eaad20 -#waaw -#waaw20 -#waaw2020 -#antibioticresistance -#antibioticguardian -#keepantibioticsworking -#antibioticawareness, Twitter, 11/21/2020 1:05:12 PM, 241990


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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 21, 2020
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" OR "youth stewards for amr" OR "youth

Description:
Description
The graph represents a network of 7,850 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" OR "youth stewards for amr" OR "youth against amr" -#eaad -#eaad2020 -#eaad20 -#waaw -#waaw20 -#waaw2020 -#antibioticresistance -#antibioticguardian -#keepantibioticsworking -#antibioticawareness", 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, 21 November 2020 at 12:37 UTC.

The tweets in the network were tweeted over the 9-day, 1-hour, 1-minute period from Thursday, 12 November 2020 at 10:45 UTC to Saturday, 21 November 2020 at 11:47 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 : 7850
Unique Edges : 11762
Edges With Duplicates : 3514
Total Edges : 15276
Self-Loops : 2441
Reciprocated Vertex Pair Ratio : 0.0339570972158832
Reciprocated Edge Ratio : 0.0656837644566081
Connected Components : 1635
Single-Vertex Connected Components : 997
Maximum Vertices in a Connected Component : 4452
Maximum Edges in a Connected Component : 11105
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.109892
Graph Density : 0.000183836149357336
Modularity : 0.695294
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,850 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" OR "youth stewards for amr" OR "youth against amr" -#eaad -#eaad2020 -#eaad20 -#waaw -#waaw20 -#waaw2020 -#antibioticresistance -#antibioticguardian -#keepantibioticsworking -#antibioticawareness", 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, 21 November 2020 at 12:37 UTC.

The tweets in the network were tweeted over the 9-day, 1-hour, 1-minute period from Thursday, 12 November 2020 at 10:45 UTC to Saturday, 21 November 2020 at 11:47 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" OR "youth stewards for amr" OR "youth against amr" -#eaad -#eaad2020 -#eaad20 -#waaw -#waaw20 -#waaw2020 -#antibioticresistance -#antibioticguardian -#keepantibioticsworking -#antibioticawareness
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:
[1003] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2020
[138] https://www.who.int/news-room/events/detail/2020/11/18/default-calendar/world-antimicrobial-awareness-week-2020
[110] https://www.who.int/publications/i/item/9789240014473
[90] https://zoom.us/webinar/register/WN_dTykKFklR9-lIKBoZtiFMw
[70] https://antibioticguardian.com/
[52] https://www.ft.com/video/7712f728-76e1-436d-b781-6d880e70c9b3
[49] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41396-020-00832-7
[49] https://twitter.com/FinancialTimes/status/1329008952449716224
[42] https://www.who.int/es/campaigns/world-antimicrobial-awareness-week/2020/
[42] https://www.cdc.gov/antibiotic-use/week/get-involved.html

Top URLs in Tweet in G1:
[813] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2020
[106] https://www.who.int/publications/i/item/9789240014473
[61] https://www.who.int/news-room/events/detail/2020/11/18/default-calendar/world-antimicrobial-awareness-week-2020
[40] https://twitter.com/who/status/1329444396073357315
[36] https://www.weforum.org/agenda/2020/11/amr-antibiotic-resistance-global-risk-death?utm_source=twitter&utm_medium=social_scheduler&utm_term=Global+Health&utm_content=19/11/2020+19:15
[35] https://www.weforum.org/agenda/2020/11/amr-antibiotic-resistance-global-risk-death?utm_source=twitter&utm_medium=social_scheduler&utm_term=Global+Health&utm_content=19%2F11%2F2020+20%3A20
[30] https://www.who.int/news/item/20-11-2020-world-leaders-join-forces-to-fight-the-accelerating-crisis-of-antimicrobial-resistance
[16] https://www.who.int/groups/one-health-global-leaders-group-on-antimicrobial-resistance
[15] http://www.fao.org/news/story/en/item/1331492/icode/
[11] https://www.who.int/fr/campaigns/world-antimicrobial-awareness-week/2020

Top URLs in Tweet in G2:
[29] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2020
[16] https://www.who.int/news-room/events/detail/2020/11/18/default-calendar/world-antimicrobial-awareness-week-2020
[14] https://www.cdc.gov/antibiotic-use/week/get-involved.html
[10] https://www.cdc.gov/antibiotic-use/community/about/should-know.html
[8] https://www.cdc.gov/antibiotic-use/?s_cid=NCEZID-AntibioticUse-007
[6] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2020/
[6] https://twitter.com/WHO/status/1328972318253539330
[5] https://www.who.int/es/campaigns/world-antibiotic-awareness-week/2020
[5] https://twitter.com/FAO/status/1328918101711175680
[5] https://www.whitehouse.gov/briefings-statements/presidential-message-antibiotic-awareness-week-2020/

Top URLs in Tweet in G3:
[86] https://zoom.us/webinar/register/WN_dTykKFklR9-lIKBoZtiFMw
[58] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2020
[31] https://www.who.int/ar/campaigns/world-antimicrobial-awareness-week/2020
[27] https://www.downtoearth.org.in/blog/health/one-health-action-is-a-must-to-slow-down-amr-chronic-pandemic-74270
[22] https://www.cseindia.org/act-on-amr-world-antimicrobial-awareness-week-10459
[22] https://africacdc.org/download/african-union-heads-of-state-and-government-endorse-african-common-position-on-controlling-antimicrobial-resistance/
[21] http://www.fao.org/fao-stories/article/en/c/1251417/
[18] https://africacdc.org/event/how-can-we-improve-awareness-for-antimicrobial-resistance-in-africa/
[14] https://www.who.int/groups/one-health-global-leaders-group-on-antimicrobial-resistance
[14] https://www.globalcause.co.uk/antibiotic-resistance/how-to-stop-a-hidden-pandemic/?utm_source=UKSpecialEnvoyonAMR-distro&utm_medium=assoc#

Top URLs in Tweet in G4:
[16] https://www.cdc.gov/antibiotic-use/week/get-involved.html
[14] https://sidp.org/antibioticawarenessweek
[13] https://sidp.org/AAW20-Micro/
[12] https://avma.org/AntimicrobialReport
[9] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2020
[8] https://www.canada.ca/en/public-health/services/antibiotic-antimicrobial-resistance.html
[5] https://cdifffoundation.org/2020/11/18/u-s-antibiotic-awareness-week-annual-observance-is-november-18-24-2020/
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanglo%2Farticle%2FPIIS2214-109X%2820%2930444-7%2Ffulltext&rc=0
[5] https://www.cdc.gov/antibiotic-use/
[5] https://www.biomerieuxconnection.com/2020/11/17/dr-debra-goff-discusses-how-we-can-fight-antimicrobial-resistance-right-now/

Top URLs in Tweet in G5:
[24] https://webinarnow.ie/amr-policy-event/
[22] https://www.hse.ie/eng/services/list/2/gp/antibiotic-prescribing/antibicrobial-stewardship-audit-tools/campaign-materials/european-antibiotics-awareness-week-2020.html
[14] https://www.hse.ie/eng/services/list/2/gp/antibiotic-prescribing/
[12] https://www.youtube.com/watch?v=VYwIy8z71Bw&feature=youtu.be

[8] https://twitter.com/AntibioticPresc/status/1328620267237683206
[7] https://www.youtube.com/watch?v=QVTG3_XZ3Sc&feature=youtu.be

[7] https://www.hisengage.scot/sapg-report
[6] https://twitter.com/rcsi_irl/status/1328289784226308096
[5] https://twitter.com/hselive/status/1328983029562417153
[5] https://www.youtube.com/watch?v=0wSvhYTbbhs&feature=youtu.be


Top URLs in Tweet in G6:
[20] https://stm.sciencemag.org/lookup/doi/10.1126/scitranslmed.aay5067?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[13] https://medicalxpress.com/news/2020-11-alzheimer-disease-drug-antibiotic-resistance.html
[11] https://www.who.int/news-room/events/detail/2020/11/18/default-calendar/world-antimicrobial-awareness-week-2020#.X7UDt23PMUs.twitter
[7] https://twitter.com/NCAS_Aus/status/1315549863719788544
[7] https://www.uq.edu.au/news/node/127769
[6] https://www.plymouth.ac.uk/whats-on/world-antimicrobial-awareness-week
[6] https://www.plymouth.ac.uk/news/pr-opinion/a-threat-greater-than-covid-why-we-should-be-paying-more-attention-to-antimicrobial-resistance
[6] https://www.ncas-australia.org/aaw2020
[5] https://www.project-syndicate.org/commentary/developing-new-antibiotics-to-tackle-antimicrobial-resistance-by-thomas-cueni-2020-11?utm_source=twitter&utm_medium=organic-social&utm_campaign=page-posts-november20&utm_post-type=link&utm_format=16:9&utm_creative=link-image&utm_post-date=2020-11-18
[5] https://www.worldsepsisday.org/news/2020/11/18/world-antibiotic-awareness-week-november-18th-to-24th-effective-antibiotics-key-for-sepsis-treatment

Top URLs in Tweet in G7:
[48] https://www.ft.com/video/7712f728-76e1-436d-b781-6d880e70c9b3
[13] https://earth.com/
[13] https://www.earth.com/news/plant-compounds-are-key-to-solving-the-problem-of-antibiotic-resistance/
[8] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(20)30444-7/fulltext#articleInformation
[8] https://news.ontario.ca/m/58722
[7] https://www.who.int/news-room/events/detail/2020/11/18/default-calendar/world-antimicrobial-awareness-week-2020
[7] https://twitter.com/cain_amr/status/1329424252215435264
[6] https://www.cdc.gov/antibiotic-use/community/about/should-know.html
[5] https://www.youtube.com/watch?v=e4X6G7yeQQY&feature=youtu.be

[4] https://www.prescqipp.info/our-resources/webkits/antimicrobial-stewardship/ams-visual-analytics-to-support-nhs-antimicrobial-stewardship-activity-during-covid-19-pandemic/

Top URLs in Tweet in G8:
[1] https://www.wired.com/story/farm-animals-are-the-next-big-antibiotic-resistance-threat/

Top URLs in Tweet in G9:
[35] https://www.who.int/es/campaigns/world-antimicrobial-awareness-week/2020/
[25] https://www.who.int/es/news-room/events/detail/2020/11/18/default-calendar/world-antimicrobial-awareness-week-2020
[15] https://www.cna-aiic.ca/en/professional-development/cna-webinar-series?utm_source=socialmedia&utm_medium=webinars&utm_campaign=progressinpracticeseries
[15] https://zoom.us/webinar/register/WN_FeiT4wlIT3GfJ9tIBbB7Zg
[10] https://www.oecd.org/health/health-at-a-glance-europe-23056088.htm
[5] https://esdac.jrc.ec.europa.eu/projects/lucas
[4] https://www.who.int/es/campaigns/world-antibiotic-awareness-week/2020
[2] http://www.who.int/es/campaigns/world-antimicrobial-awareness-week/2020/
[2] https://twitter.com/JEPaquetEU/status/1329003662614679553
[2] https://www.essentia-medical.com/fiu/

Top URLs in Tweet in G10:
[25] https://news.yahoo.com/antimicrobial-resistance-dangerous-pandemic-170128751.html
[11] https://byq6z.app.goo.gl/APUCV
[7] https://byq6z.app.goo.gl/tWkPi
[3] http://theinformer.co.ke/26760/cas-dr-rashid-aman-launches-the-world-antimicrobial-awareness-week/
[2] https://www.livemint.com/news/world/antimicrobial-resistance-as-dangerous-as-coronavirus-pandemic-who-11605892559875.html
[1] https://news.yahoo.com/amphtml/antimicrobial-resistance-dangerous-pandemic-170128751.html?__twitter_impression=true

Top Domains
Top Domains in Tweet in Entire Graph:
[1740] who.int
[812] twitter.com
[224] co.uk
[193] zoom.us
[173] youtube.com
[159] cdc.gov
[137] fao.org
[108] gov.uk
[103] nature.com
[102] ac.uk

Top Domains in Tweet in G1:
[1077] who.int
[77] twitter.com
[73] weforum.org
[38] fao.org
[10] rtihs.org
[9] zoom.us
[7] gov.uk
[7] wellcome.org
[6] virginia.gov
[6] sepsis.org

Top Domains in Tweet in G2:
[123] twitter.com
[108] who.int
[48] cdc.gov
[35] nih.gov
[26] youtube.com
[12] facebook.com
[12] linkedin.com
[10] gov.uk
[9] biorxiv.org
[9] dy.si

Top Domains in Tweet in G3:
[136] who.int
[128] co.uk
[110] zoom.us
[106] twitter.com
[50] org.in
[45] africacdc.org
[44] fao.org
[28] org.uk
[24] cseindia.org
[19] youtube.com

Top Domains in Tweet in G4:
[48] cdc.gov
[27] sidp.org
[24] twitter.com
[17] avma.org
[16] who.int
[8] canada.ca
[8] theglobeandmail.com
[6] biorxiv.org
[6] biomerieuxconnection.com
[6] elsevierhealth.com

Top Domains in Tweet in G5:
[60] youtube.com
[41] hse.ie
[25] twitter.com
[24] webinarnow.ie
[7] hisengage.scot
[6] who.int
[5] eventbrite.ie
[4] chirb.it
[4] gov.ie
[4] europa.eu

Top Domains in Tweet in G6:
[21] sciencemag.org
[20] who.int
[17] project-syndicate.org
[15] medicalxpress.com
[14] twitter.com
[13] ac.uk
[11] ncas-australia.org
[11] edu.au
[5] healthitanalytics.com
[5] worldsepsisday.org

Top Domains in Tweet in G7:
[50] ft.com
[26] earth.com
[13] who.int
[11] cdc.gov
[11] twitter.com
[10] youtube.com
[8] thelancet.com
[8] ontario.ca
[4] prescqipp.info
[3] pewtrusts.org

Top Domains in Tweet in G8:
[1] wired.com

Top Domains in Tweet in G9:
[68] who.int
[15] cna-aiic.ca
[15] zoom.us
[10] oecd.org
[5] europa.eu
[3] fao.org
[3] twitter.com
[2] cdc.gov
[2] essentia-medical.com
[1] paho.org

Top Domains in Tweet in G10:
[26] yahoo.com
[18] goo.gl
[3] co.ke
[2] livemint.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1610] antimicrobialresistance
[824] amr
[620] stopdrugresistance
[468] worldantimicrobialawarenessweek
[415] antibiotics
[246] usaaw20
[232] beantibioticsaware
[180] antimicrobial
[175] africawaaw
[161] covid19



Top Hashtags in Tweet in G1:
[943] antimicrobialresistance
[537] stopdrugresistance
[169] antibiotics
[115] worldtoiletday
[113] amr
[48] worldantimicrobialawarenessweek
[43] covid19
[41] healthforall
[38] health
[21] antimicrobials

Top Hashtags in Tweet in G2:
[46] antimicrobialresistance
[39] beantibioticsaware
[35] antibiotics
[33] worldantimicrobialawarenessweek
[30] resistance
[25] amr
[23] usaaw20
[22] antibiotic
[20] drugs
[20] future

Top Hashtags in Tweet in G3:
[254] antimicrobialresistance
[219] amr
[159] africawaaw
[73] worldantimicrobialawarenessweek
[53] onehealth
[52] covid19
[41] stopsuperbugsafrica
[35] stopsuperbugs
[34] waawafrica2020
[34] resistamr

Top Hashtags in Tweet in G4:
[109] usaaw20
[103] beantibioticsaware
[25] antibiotics
[25] antimicrobialresistance
[13] amr
[12] idtwitter
[8] icmra
[8] onehealth
[6] biorxiv
[5] stopdrugresistance

Top Hashtags in Tweet in G5:
[69] amr
[10] antimicrobialresistance
[6] europeanantibioticawarenessday
[6] hygiene
[6] vaccination
[5] cpd
[5] dyk
[4] antimicrobial_stories
[4] guh
[4] goselfcare

Top Hashtags in Tweet in G6:
[29] amr
[21] antimicrobialawarenessweek
[17] antibiotics
[13] covid19
[9] worldantimicrobialawarenessweek
[9] antimicrobialresistance
[8] ncasaaw2020
[7] usaaw20
[7] uqresearch
[6] antimicrobial

Top Hashtags in Tweet in G7:
[34] worldantimicrobialawarenessweek
[14] beantibioticsaware
[12] usaaw20
[12] amr
[9] covid19
[8] antimicrobial
[8] madeinontario
[4] antibiotic
[3] adapsyn
[3] cdiff

Top Hashtags in Tweet in G9:
[15] amr
[15] cna2020
[10] antibiotics
[10] soheu20
[8] europe
[5] antimicrobialresistance
[5] antibioticawarenessday
[5] lucas18
[4] icmra
[4] onehealth

Top Hashtags in Tweet in G10:
[8] healthawarenesscampaign
[1] health
[1] antimicrobial
[1] resistance
[1] pandemic

Top Words
Top Words in Tweet in Entire Graph:
[5467] antimicrobial
[5410] resistance
[3905] awareness
[3735] antibiotic
[3472] week
[2716] world
[1683] antibiotics
[1613] #antimicrobialresistance
[1420] antimicrobials
[1382] health

Top Words in Tweet in G1:
[1142] antimicrobial
[945] #antimicrobialresistance
[906] antimicrobials
[852] medicines
[848] world
[829] awareness
[816] week
[795] unite
[793] let's
[772] preserve

Top Words in Tweet in G2:
[820] resistance
[684] antibiotic
[632] antimicrobial
[496] awareness
[446] week
[300] world
[240] antibiotics
[195] health
[137] infections
[136] more

Top Words in Tweet in G3:
[901] antimicrobial
[618] resistance
[595] awareness
[530] world
[507] week
[272] amr
[255] antibiotic
[254] #antimicrobialresistance
[249] global
[219] #amr

Top Words in Tweet in G4:
[245] antibiotic
[160] week
[156] awareness
[120] resistance
[109] #usaaw20
[103] #beantibioticsaware
[92] antimicrobial
[80] s
[67] u
[65] cdcgov

Top Words in Tweet in G5:
[131] antimicrobial
[126] awareness
[119] resistance
[114] antibiotic
[97] day
[87] week
[70] #amr
[58] european
[56] quiz
[46] rcsi_irl

Top Words in Tweet in G6:
[100] resistance
[93] antimicrobial
[78] awareness
[67] antibiotic
[59] week
[52] help
[41] drug
[41] new
[39] infections
[37] global

Top Words in Tweet in G7:
[128] resistance
[82] antibiotic
[69] antimicrobial
[52] ft
[39] matter
[39] time
[34] #worldantimicrobialawarenessweek
[32] awareness
[31] global
[31] dr_lori_burrows

Top Words in Tweet in G8:
[199] factory
[104] antibiotic
[103] resistance
[101] farming
[101] pandemics
[101] climate
[101] change
[101] meat
[99] now
[99] implicated

Top Words in Tweet in G9:
[118] antibióticos
[98] uso
[98] sobre
[63] semana
[63] concienciación
[41] más
[35] tratar
[35] consulta
[35] médico
[35] antes

Top Words in Tweet in G10:
[104] antimicrobial
[81] resistance
[66] coronavirus
[65] pandemic
[42] health
[40] world
[27] awareness
[27] growing
[26] organization
[26] warned

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3084] awareness,week
[2925] antimicrobial,resistance
[2155] antimicrobial,awareness
[2058] antibiotic,resistance
[2002] world,antimicrobial
[975] antibiotic,awareness
[916] preserve,antimicrobials
[884] let's,unite
[842] unite,preserve
[819] https,t

Top Word Pairs in Tweet in G1:
[793] awareness,week
[792] let's,unite
[760] antimicrobial,awareness
[754] preserve,antimicrobials
[749] world,antimicrobial
[746] unite,preserve
[594] https,t
[594] t,co
[540] week,#antimicrobialresistance
[539] affect,anyone

Top Word Pairs in Tweet in G2:
[405] antimicrobial,resistance
[374] awareness,week
[352] antibiotic,resistance
[202] antimicrobial,awareness
[180] antibiotic,awareness
[177] world,antimicrobial
[84] resistance,amr
[58] world,antibiotic
[57] s,antibiotic
[55] resistant,infections

Top Word Pairs in Tweet in G3:
[493] awareness,week
[464] antimicrobial,resistance
[387] antimicrobial,awareness
[383] world,antimicrobial
[126] antibiotic,resistance
[94] مضادات,الميكروبات
[87] one,health
[78] global,leaders
[78] leaders,group
[64] drug,resistant

Top Word Pairs in Tweet in G4:
[145] awareness,week
[134] antibiotic,awareness
[67] u,s
[62] s,antibiotic
[60] antibiotic,resistance
[51] antimicrobial,resistance
[48] #usaaw20,#beantibioticsaware
[31] week,learn
[30] proud,#beantibioticsaware
[30] #beantibioticsaware,partner

Top Word Pairs in Tweet in G5:
[92] antimicrobial,resistance
[72] antibiotic,awareness
[56] awareness,day
[53] awareness,week
[50] european,antibiotic
[41] bugs,drugs
[41] drugs,quiz
[41] quiz,series
[41] irishpharmacy,iiopharmacy
[32] antimicrobial,awareness

Top Word Pairs in Tweet in G6:
[57] antibiotic,resistance
[50] awareness,week
[44] antimicrobial,awareness
[38] antimicrobial,resistance
[27] fight,against
[26] machine,learning
[24] disease,drug
[24] algorithm,help
[23] drug,help
[23] help,fight

Top Word Pairs in Tweet in G7:
[65] antibiotic,resistance
[54] antimicrobial,resistance
[39] resistance,matter
[39] matter,time
[27] time,ft
[26] awareness,week
[16] antibiotic,awareness
[14] celebrate,#worldantimicrobialawarenessweek
[14] #worldantimicrobialawarenessweek,cain
[14] cain,member

Top Word Pairs in Tweet in G8:
[103] antibiotic,resistance
[101] pandemics,antibiotic
[101] resistance,climate
[101] climate,change
[100] factory,farming
[99] now,factory
[99] farming,implicated
[99] implicated,three
[99] three,greatest
[99] greatest,threats

Top Word Pairs in Tweet in G9:
[63] concienciación,sobre
[63] sobre,uso
[59] semana,concienciación
[59] uso,antibióticos
[35] médico,antes
[34] uso,excesivo
[34] excesivo,e
[34] e,indebido
[34] indebido,antibióticos
[34] antibióticos,está

Top Word Pairs in Tweet in G10:
[61] antimicrobial,resistance
[43] coronavirus,pandemic
[26] organization,warned
[26] growing,antimicrobial
[26] bit,dangerous
[26] dangerous,coronavirus
[26] threatens,reverse
[26] reverse,century
[26] century,medical
[26] medical,progress

Top Replied-To
Top Replied-To in Entire Graph:
@who
@cseindia
@aproko_doctor
@amsa_intl
@official_famsa
@phdfriendsana
@petermachsr
@fismaex
@normanjam67
@ao_aspire

Top Replied-To in G1:
@who
@nicd_sa
@freeradhikal
@deborahomo5g

Top Replied-To in G2:

Top Replied-To in G3:
@cseindia
@official_famsa
@fdiworlddental
@cidrap
@wendythedentist
@fbmh
@amsa_intl
@fao
@mokgadimash
@amandajanewilde

Top Replied-To in G4:
@rdezerbi
@cseindia
@cdcgov
@carlosdelrio7
@nejm

Top Replied-To in G5:
@hillingdonnhsft

Top Replied-To in G6:
@petermachsr
@isqua
@nick_coatsworth
@idpharmd

Top Replied-To in G8:
@erikangner

Top Replied-To in G10:
@waawkenya

Top Mentioned
Top Mentioned in Entire Graph:
@who
@oieanimalhealth
@africacdc
@unicef
@fao
@cdcgov
@_africanunion
@whoafro
@ft
@unep_africa

Top Mentioned in G1:
@who
@unicef
@drtedros
@whowpro
@wellcometrust
@un
@faoenfrancais
@rtihs
@infex_tx
@bw_scitech

Top Mentioned in G2:
@enfermagemporto
@docplexus
@fastercures
@biz_healthcare
@unitedhospfund
@ukpharmres
@acegid
@newstracklive

Top Mentioned in G3:
@oieanimalhealth
@who
@africacdc
@fao
@_africanunion
@whoafro
@unep_africa
@whoemro
@au_ibar
@rajeshwari_s14

Top Mentioned in G4:
@cdcgov
@sidpharm
@idsainfo
@who
@brxad
@osuwexmed
@methodisthosp
@waynestate
@umich
@dason_duke

Top Mentioned in G5:
@rcsi_irl
@icgpnews
@irishpharmacy
@iiopharmacy
@hselive
@youtube
@pfizer_ireland
@amr_ireland
@ndtp_hse
@rcpi_news

Top Mentioned in G6:
@sciencetm
@ncas_aus
@ifpma
@thomascueni
@uq_news
@thedohertyinst
@imbatuq
@coadd_news
@uqscience
@uq_scmb

Top Mentioned in G7:
@ft
@dr_lori_burrows
@who
@uw
@gatesfoundation
@findingpneumo
@mcmasteru
@jenlguthrie
@publichealthon
@saveantibiotics

Top Mentioned in G9:
@canadanurses
@opsoms
@eu_sciencehub
@faoamericas
@eu_health
@redeami
@oieanimalhealth
@skyriakideseu
@euscience
@panaftosa_inf

Top Mentioned in G10:
@knh_hospital
@moh_kenya
@novartis
@uonbi
@who
@afp
@yahoonews
@kvanairobi

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@rashidaldosari
@dichristine
@pairsonnalitesu
@medicinehelp
@alka441
@robre62
@wittgenstein_jm
@rjber15
@watsupafrica

Top Tweeters in G1:
@jornalistavitor
@robre62
@rjber15
@waka__chang
@aepishere
@nilimajumder
@kokusizu2
@johangreg
@slimchick1900
@cotey_mary

Top Tweeters in G2:
@pairsonnalitesu
@medicinehelp
@watsupafrica
@iam__network
@crweworld
@prpnews
@fiweh
@faithfulnews
@stigmabase
@blackphysicists

Top Tweeters in G3:
@guardian
@olumideidowu
@mageedmohmmed
@salmanjeddah4
@mwt2008
@sevhic_
@ingrx
@eumelfink09
@chrisgroomb
@malikahh77

Top Tweeters in G4:
@pqpolitics
@globeandmail
@all100senators
@all435reps
@sursmi
@alcinx
@frank_mcg
@nir0909
@hollyblomberg
@raheodisha

Top Tweeters in G5:
@mazzyk
@conefreypharmac
@sdg2030
@swexner
@judejack
@gladstonemarian
@jelenasashimi
@wombat389
@youtube
@aniskipsdot

Top Tweeters in G6:
@rosenchild
@youranonriots
@danwibg
@ml_tweet_bot
@drferdowsi
@physorg_health
@mogeladze1
@lmv6719
@scitechmachine
@enerphyschem

Top Tweeters in G7:
@saludhealthinfo
@ft
@marciasgreen
@alenaposh1
@learnpolsci
@benedictevans
@sshelby12
@sagittarius3020
@wrafter_colin
@bluebrain

Top Tweeters in G8:
@europabridge1
@dinmuminmamma
@dyana_
@doobierad270
@kirsteinrummery
@sarahjackaman
@kit1049
@shoedaydreams
@kattancock
@veronikasimons

Top Tweeters in G9:
@emceeslim
@alitapaz
@bagaluesunab
@genteconvos
@esperancitaurib
@phosphoria31
@cubamartiana
@torjsu
@drvaliente
@marinaescobar3

Top Tweeters in G10:
@ungubunugu1274
@madqueenstorm
@coronaupdatebot
@klovesnature
@khshan
@livemint
@jazmasigan_2
@afp
@yahoonews
@hectorduathlon1