#worldantimicrobialawarenessweek OR #usaaw21 OR #beantibioticsaware OR #espaur OR #wewontrest OR #africawaaw OR #antimicrobialresistance2021, Twitter, 11/22/2021 8:49:52 PM, 266861


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#worldantimicrobialawarenessweek OR #usaaw21 OR #beantibioticsaware OR #espaur OR #wewontrest OR #af
#worldantimicrobialawarenessweek OR #usaaw21 OR #beantibioticsaware OR #espaur OR #wewontrest OR #af
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November 22, 2021
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#worldantimicrobialawarenessweek OR #usaaw21 OR #beantibioticsaware OR #espaur OR #wewontrest OR #africawaaw OR #antimicrobialresistance2021 via NodeXL https://bit.ly/30LK4uj
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Description:
Description
The graph represents a network of 5,576 Twitter users whose recent tweets contained "#worldantimicrobialawarenessweek OR #usaaw21 OR #beantibioticsaware OR #espaur OR #wewontrest OR #africawaaw OR #antimicrobialresistance2021", 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 19:47 UTC.

The tweets in the network were tweeted over the 8-day, 12-hour, 4-minute period from Sunday, 14 November 2021 at 07:06 UTC to Monday, 22 November 2021 at 19:11 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 : 5576
Unique Edges : 9882
Edges With Duplicates : 6105
Total Edges : 15987
Self-Loops : 1609
Reciprocated Vertex Pair Ratio : 0.0365413819286257
Reciprocated Edge Ratio : 0.070506363886091
Connected Components : 473
Single-Vertex Connected Components : 303
Maximum Vertices in a Connected Component : 4638
Maximum Edges in a Connected Component : 14503
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.301933
Graph Density : 0.000351313444550958
Modularity : 0.555614
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,576 Twitter users whose recent tweets contained "#worldantimicrobialawarenessweek OR #usaaw21 OR #beantibioticsaware OR #espaur OR #wewontrest OR #africawaaw OR #antimicrobialresistance2021", 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 19:47 UTC.

The tweets in the network were tweeted over the 8-day, 12-hour, 4-minute period from Sunday, 14 November 2021 at 07:06 UTC to Monday, 22 November 2021 at 19:11 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 : #worldantimicrobialawarenessweek OR #usaaw21 OR #beantibioticsaware OR #espaur OR #wewontrest OR #africawaaw OR #antimicrobialresistance2021
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:
[928] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[167] https://www.gov.uk/government/publications/english-surveillance-programme-antimicrobial-utilisation-and-resistance-espaur-report
[134] https://efpia.eu/about-medicines/development-of-medicines/antimicrobial-resistance-amr/
[124] https://www.tryinteract.com/share/quiz/59e68e3a8ecd1200126656e8
[103] https://www.cdc.gov/antibiotic-use/q-a.html
[95] https://twitter.com/i/spaces/1zqJVBZmVnVJB
[83] https://antibioticguardian.com/
[65] https://www.idstewardship.com/drug-name-emoji-game/
[62] https://www.thelancet.com/journals/lanplh/article/PIIS2542-5196(21)00280-1/fulltext?utm_campaign=gbd21&utm_source=twitter&utm_medium=social
[50] https://openwho.org/courses/AMR-competency

Top URLs in Tweet in G1:
[712] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[87] https://twitter.com/i/spaces/1zqJVBZmVnVJB
[40] https://openwho.org/courses/AMR-competency
[38] https://openwho.org/courses/amr-sti-anc
[32] https://youtu.be/yHs0GyLNSLg
[24] https://hindi.citizen-news.org/2021/11/blog-post_18.html
[14] https://www.icn.ch/news/world-antimicrobial-awareness-week-november-2021
[10] https://pledge.antibioticawarenessweek.org/en/#2/-1.0/153.7
[10] https://www.wma.net/policies-post/wma-statement-on-resistance-to-antimicrobial-drugs/
[7] https://www.oie.int/en/what-we-do/global-initiatives/antimicrobial-resistance/

Top URLs in Tweet in G2:
[122] https://efpia.eu/about-medicines/development-of-medicines/antimicrobial-resistance-amr/
[34] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[29] https://twitter.com/hcsmAFRICA/status/1462461341105639426
[17] https://africacdc.org/event/how-we-can-spread-awareness-to-stop-antimicrobial-resistance-in-africa/
[16] https://antibioticguardian.com/africa/
[16] https://twitter.com/Wande_A/status/1462465488961912836
[16] https://gardp.org/news-resources/world-antimicrobial-awareness-week-2021/
[15] https://efpia.eu/about-medicines/development-of-medicines/intellectual-property/help-us-make-rare-disease-even-rarer/
[13] https://efpia.eu/about-medicines/development-of-medicines/regulations-safety-supply/stimulating-the-development-of-new-medicines-for-children/
[13] https://twitter.com/hcsmAFRICA/status/1462475164109656067

Top URLs in Tweet in G3:
[62] https://www.cdc.gov/antibiotic-use/q-a.html
[55] https://www.idstewardship.com/drug-name-emoji-game/
[43] https://www.cdc.gov/antibiotic-use/week/toolkit.html
[41] https://firstline.org/community/
[31] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[30] https://www.cdc.gov/antibiotic-use/common-illnesses.html
[28] https://www.cdc.gov/antibiotic-use/week/toolkit.html#anchor_amp
[28] https://www.cdc.gov/antibiotic-use/week/get-involved.html
[25] https://www.safetyandquality.gov.au/our-work/antimicrobial-stewardship/antimicrobial-awareness-week/resources-antimicrobial-awareness-week-aaw
[23] https://www.ncas-australia.org/community-information-sheets

Top URLs in Tweet in G4:
[145] https://www.gov.uk/government/publications/english-surveillance-programme-antimicrobial-utilisation-and-resistance-espaur-report
[66] https://antibioticguardian.com/
[33] https://docs.google.com/document/d/1ARDVB72PjR1I7cb0UEOYyduqd1--8c-ucBLgVgW2v-Q/edit
[30] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[20] https://twitter.com/DHSCgovuk/status/1461395026169118728
[19] https://twitter.com/DrDianeAshiru/status/1460769242182303751
[15] https://www.bbc.co.uk/news/health-59310099
[15] https://cgdent.uk/2021/11/18/dental-organisations-join-forces-to-say-antibiotics-do-not-cure-toothache/
[15] https://www.tryinteract.com/share/quiz/59e68e3a8ecd1200126656e8
[14] https://www.eventbrite.co.uk/e/espaur-report-2020-to-2021-webinar-tickets-191132772267

Top URLs in Tweet in G5:
[61] https://www.tryinteract.com/share/quiz/59e68e3a8ecd1200126656e8
[19] https://www.cdc.gov/antibiotic-use/q-a.html
[9] https://bit.ly/3l8KFydexternal
[8] https://www.cdc.gov/antibiotic-use/index.html
[7] https://www.cdc.gov/antibiotic-use/week/get-involved.html
[6] https://twitter.com/WHO/status/1461274608045277184
[6] https://bit.ly/3l8KFyd?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[5] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[5] https://www.cdc.gov/antibiotic-use/common-illnesses.html
[4] https://antibioticguardian.com/

Top URLs in Tweet in G6:
[61] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[20] https://twitter.com/who/status/1461274608045277184
[14] https://www.antibioticresearch.org.uk/about-antibiotic-resistance/what-can-i-do/
[11] https://www.efsa.europa.eu/en/topics/topic/antimicrobial-resistance
[7] https://www.euro.who.int/en/health-topics/disease-prevention/antimicrobial-resistance/news/news/2021/11/knowledge,-funding-and-action-needed-to-keep-antimicrobials-working
[7] https://www.youtube.com/watch?v=_Ik-59-MRww&feature=youtu.be

[6] https://www.kickstarter.com/projects/lizah/resist-now
[5] https://twitter.com/i/spaces/1vAxRkoQDXkKl?s=20
[5] https://youtu.be/yHs0GyLNSLg
[5] https://twitter.com/MayorPharmacy/status/1061343421321957377

Top URLs in Tweet in G7:
[7] https://efpia.eu/about-medicines/development-of-medicines/antimicrobial-resistance-amr/
[5] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[4] https://efpia.eu/about-medicines/development-of-medicines/intellectual-property/help-us-make-rare-disease-even-rarer/
[2] https://twitter.com/EFPIA/status/1460190852509220864
[2] https://efpia.eu/about-medicines/development-of-medicines/regulations-safety-supply/stimulating-the-development-of-new-medicines-for-children/
[1] https://twitter.com/Servier/status/1459136394375442434
[1] https://efpia.eu/news-events/the-efpia-view/blog-articles/can-europe-make-the-impossible-possible/
[1] https://youtu.be/yHs0GyLNSLg
[1] https://openwho.org/courses/AMR-competency

Top URLs in Tweet in G8:
[52] https://www.thelancet.com/journals/lanplh/article/PIIS2542-5196(21)00280-1/fulltext?utm_campaign=gbd21&utm_source=twitter&utm_medium=social
[36] https://www.thelancet.com/journals/lanmic/article/PIIS2666-5247(21)00309-8/fulltext?utm_campaign=WAAW21&utm_content=187865981&utm_medium=social&utm_source=twitter&hss_channel=tw-27013292
[15] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)01431-8/fulltext?utm_campaign=WAAW21&utm_content=188325921&utm_medium=social&utm_source=twitter&hss_channel=tw-27013292
[11] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[7] https://msdh.ms.gov/msdhsite/_static/14,0,228.html
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanmic%2Farticle%2FPIIS2666-5247%2821%2900309-8%2Ffulltext&rc=0
[4] https://journals.asm.org/doi/10.1128/AEM.01514-21?cookieSet=1
[4] https://blog.unmc.edu/infectious-disease/2021/11/18/antibiotic-awareness-week-publication-alert-confronting-antimicrobial-resistance-beyond-the-covid-19-pandemic/
[4] https://www.thelancet.com/article/S0140-6736(20)32063-8/fulltext/
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanplh%2Farticle%2FPIIS2542-5196%2821%2900280-1%2Ffulltext&rc=0

Top URLs in Tweet in G9:
[12] https://t.co/2gKBGgsk6A
[12] https://t.co/oerzmbI20W
[10] https://www.futurelearn.com/courses/exploring-the-landscape-of-antibiotic-resistance-in-microbiomes/1
[8] https://twitter.com/COADD_news/status/1461456527265452032
[6] https://www.globalcause.co.uk/antibiotic-resistance/facilitating-scientific-collaboration-to-accelerate-antibiotic-discovery/?utm_source=pew&utm_medium=client
[5] https://www.ceh.ac.uk/ukceh-roll-out-covid-19-wastewater-sampling-technique-new-amr-project
[5] https://www.lstmed.ac.uk/news-events/news/lstm-led-partnership-awarded-%C2%A312m-to-research-the-role-of-antimicrobial-stewardship
[5] https://www.medicalresearchfoundation.org.uk/news/boosting-the-bodys-natural-response-to-infections
[5] https://twitter.com/MedResFdn/status/1461251695820824582
[4] https://www.medicalresearchfoundation.org.uk/news/stopping-the-spread-of-amr-in-hospitals

Top URLs in Tweet in G10:
[27] https://www.dailymail.co.uk/debate/article-10215007/Overuse-fuelled-worlds-antibiotic-resistance-crisis-writes-Dr-CHRIS-VAN-TULLEKEN.html
[25] https://act.saveourantibiotics.org/page/92612/petition/1
[19] 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
[1] https://www.pressandjournal.co.uk/fp/business/farming/3682791/plea-to-supermarkets-for-common-rules-on-responsible-antibiotic-use/
[1] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021
[1] https://www.antibioticresearch.org.uk/about-antibiotic-resistance/what-can-i-do/

Top Domains
Top Domains in Tweet in Entire Graph:
[964] who.int
[774] twitter.com
[574] cdc.gov
[217] co.uk
[205] efpia.eu
[187] gov.uk
[149] youtube.com
[128] thelancet.com
[125] tryinteract.com
[114] antibioticguardian.com

Top Domains in Tweet in G1:
[717] who.int
[113] twitter.com
[78] openwho.org
[32] youtu.be
[24] linkedin.com
[24] citizen-news.org
[21] cdc.gov
[20] youtube.com
[14] zoom.us
[14] icn.ch

Top Domains in Tweet in G2:
[232] twitter.com
[185] efpia.eu
[121] co.uk
[35] africacdc.org
[35] who.int
[30] vaccineseurope.eu
[16] antibioticguardian.com
[16] gardp.org
[15] au-ibar.org
[13] google.com

Top Domains in Tweet in G3:
[371] cdc.gov
[63] twitter.com
[59] youtube.com
[59] idstewardship.com
[44] gov.au
[41] firstline.org
[34] linkedin.com
[33] who.int
[24] sidp.org
[23] ncas-australia.org

Top Domains in Tweet in G4:
[157] gov.uk
[131] twitter.com
[71] antibioticguardian.com
[39] google.com
[30] who.int
[29] co.uk
[20] ac.uk
[20] cgdent.uk
[19] youtube.com
[15] tryinteract.com

Top Domains in Tweet in G5:
[69] cdc.gov
[61] tryinteract.com
[24] bit.ly
[22] twitter.com
[13] youtube.com
[11] radian6.com
[10] who.int
[7] nhs.uk
[6] antibioticguardian.com
[3] pfizer.se

Top Domains in Tweet in G6:
[72] who.int
[58] twitter.com
[19] org.uk
[11] europa.eu
[7] youtube.com
[6] kickstarter.com
[5] youtu.be
[4] openwho.org
[4] nhs.uk
[3] idstewardship.com

Top Domains in Tweet in G7:
[14] efpia.eu
[5] who.int
[3] twitter.com
[1] youtu.be
[1] openwho.org

Top Domains in Tweet in G8:
[107] thelancet.com
[11] who.int
[8] elsevierhealth.com
[7] ms.gov
[6] twitter.com
[4] asm.org
[4] unmc.edu
[2] africacdc.org
[1] org.uk

Top Domains in Tweet in G9:
[25] twitter.com
[24] t.co
[20] ac.uk
[11] org.uk
[10] co.uk
[10] futurelearn.com
[5] antibioticguardian.com
[3] youtube.com
[2] apple.com
[2] gov.uk

Top Domains in Tweet in G10:
[28] co.uk
[25] saveourantibiotics.org
[20] org.uk
[1] who.int

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4962] worldantimicrobialawarenessweek
[2095] antimicrobialresistance
[1492] usaaw21
[1431] waaw
[1255] waaw2021
[1251] beantibioticsaware
[1034] amr
[791] antibioticresistance
[777] africawaaw
[642] antibiotics



Top Hashtags in Tweet in G1:
[1363] worldantimicrobialawarenessweek
[949] antimicrobialresistance
[173] waaw2021
[116] waaw
[87] askwho
[82] openwho
[74] amr
[59] tuberculosis
[58] stopresistance
[49] antibioticresistance

Top Hashtags in Tweet in G2:
[697] africawaaw
[425] worldantimicrobialawarenessweek
[372] amr
[371] waaw2021
[368] wewontrest
[359] antimicrobialresistance
[308] waaw
[205] antimicrobialresistance2021
[96] waaw21
[96] stopsuperbugsafrica

Top Hashtags in Tweet in G3:
[947] usaaw21
[635] beantibioticsaware
[444] waaw
[439] antibioticresistance
[304] worldantimicrobialawarenessweek
[256] antibiotics
[184] antimicrobialresistance
[126] amr
[122] waaw21
[87] keepantibioticsworking

Top Hashtags in Tweet in G4:
[543] worldantimicrobialawarenessweek
[277] espaur
[134] amr
[119] antimicrobialresistance
[119] waaw
[98] waaw21
[88] waaw2021
[86] keepantibioticsworking
[69] antibiotics
[58] antibioticguardian

Top Hashtags in Tweet in G5:
[217] beantibioticsaware
[156] worldantimicrobialawarenessweek
[126] usaaw21
[73] antibioticawarenessweek
[62] antibiotics
[37] waaw
[34] antimicrobialresistance
[26] amr
[25] antibioticresistance
[18] antibioticawareness

Top Hashtags in Tweet in G6:
[409] worldantimicrobialawarenessweek
[130] antimicrobialresistance
[118] stopdrugresistance
[100] waaw
[77] waaw2021
[56] amr
[33] antibioticresistance
[30] eaad
[27] worldantibioticawarenessweek
[22] goblueforamr

Top Hashtags in Tweet in G7:
[185] wewontrest
[177] actnowfordiabetes
[171] diabetes
[149] worlddiabetesday
[104] actnow
[15] worldantimicrobialawarenessweek
[6] itsabouttime
[6] wpcd
[6] wpcd21
[6] strongertogether

Top Hashtags in Tweet in G8:
[128] worldantimicrobialawarenessweek
[52] gbdstudy
[44] waaw
[19] antimicrobialresistance
[15] amr
[15] usaaw21
[11] waaw2021
[8] antimicrobialresistance2021
[8] shoutout
[8] womeninstem

Top Hashtags in Tweet in G9:
[134] worldantimicrobialawarenessweek
[48] waaw
[33] antimicrobialresistance
[28] amr
[19] antimicrobialresistance2021
[16] antibiotics
[14] waaw2021
[12] 10yearsecehh
[12] keepantibioticsworking
[10] lstm

Top Hashtags in Tweet in G10:
[109] worldantimicrobialawarenessweek
[19] antibiotics
[8] waaw2021
[1] antimicrobialresistance
[1] antibioticresistance
[1] waaw
[1] amr
[1] eaad
[1] handlewithcare

Top Words
Top Words in Tweet in Entire Graph:
[4984] #worldantimicrobialawarenessweek
[3163] resistance
[2803] awareness
[2102] #antimicrobialresistance
[1854] antimicrobial
[1730] antibiotic
[1699] spread
[1629] antibiotics
[1601] today
[1515] t

Top Words in Tweet in G1:
[1366] #worldantimicrobialawarenessweek
[1028] resistance
[949] #antimicrobialresistance
[807] awareness
[784] stop
[763] spread
[737] t
[734] https
[734] co
[698] amr

Top Words in Tweet in G2:
[701] #africawaaw
[456] awareness
[448] antimicrobial
[437] resistance
[426] #worldantimicrobialawarenessweek
[412] more
[400] #amr
[371] #waaw2021
[369] #wewontrest
[360] #antimicrobialresistance

Top Words in Tweet in G3:
[950] #usaaw21
[656] antibiotic
[638] #beantibioticsaware
[491] awareness
[445] #waaw
[440] #antibioticresistance
[420] week
[374] use
[333] resistance
[317] antibiotics

Top Words in Tweet in G4:
[545] #worldantimicrobialawarenessweek
[314] resistance
[284] antibiotics
[282] antimicrobial
[277] #espaur
[224] report
[222] today
[186] amr
[175] england
[162] stewardship

Top Words in Tweet in G5:
[223] antibiotic
[217] #beantibioticsaware
[156] #worldantimicrobialawarenessweek
[145] antibiotics
[126] #usaaw21
[104] awareness
[95] week
[86] resistance
[81] t
[75] antimicrobial

Top Words in Tweet in G6:
[409] #worldantimicrobialawarenessweek
[280] awareness
[222] spread
[169] today
[163] help
[154] starts
[151] resistant
[148] drug
[141] longer
[139] death

Top Words in Tweet in G7:
[268] healthy
[188] lifestyle
[185] #wewontrest
[177] #actnowfordiabetes
[171] #diabetes
[149] #worlddiabetesday
[104] #actnow
[97] reduce
[94] adopting
[94] risk

Top Words in Tweet in G8:
[155] resistance
[128] #worldantimicrobialawarenessweek
[117] antimicrobial
[83] spread
[67] awareness
[67] antibiotic
[64] today
[62] health
[58] threat
[58] global

Top Words in Tweet in G9:
[134] #worldantimicrobialawarenessweek
[50] resistance
[48] antibiotic
[48] today
[39] research
[38] antibiotics
[36] #waaw
[33] #antimicrobialresistance
[28] #amr
[26] antimicrobial

Top Words in Tweet in G10:
[109] #worldantimicrobialawarenessweek
[90] antibiotic
[71] antibiotics
[55] factory
[55] farms
[52] doctorchrisvt
[51] animals
[51] use
[46] asoantibiotics
[44] misuse

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1430] spread,awareness
[1291] awareness,stop
[1239] stop,resistance
[1127] antimicrobial,resistance
[1004] https,t
[1004] t,co
[943] starts,today
[898] #worldantimicrobialawarenessweek,starts
[825] #antimicrobialresistance,amr
[814] co,9tdeiz39ps

Top Word Pairs in Tweet in G1:
[746] spread,awareness
[734] https,t
[734] t,co
[731] awareness,stop
[728] stop,resistance
[677] co,9tdeiz39ps
[658] #antimicrobialresistance,amr
[648] resistance,https
[597] #worldantimicrobialawarenessweek,starts
[596] starts,today

Top Word Pairs in Tweet in G2:
[282] antimicrobial,resistance
[141] more,#wewontrest
[135] awareness,week
[116] learn,more
[116] antimicrobial,awareness
[104] #waaw,#waaw2021
[86] awareness,stop
[82] find,out
[78] spread,awareness
[78] #antimicrobialresistance2021,launches

Top Word Pairs in Tweet in G3:
[301] awareness,week
[291] antibiotic,awareness
[189] #beantibioticsaware,#usaaw21
[137] learn,more
[129] u,s
[127] s,antibiotic
[124] spread,awareness
[122] awareness,stop
[122] stop,resistance
[107] #waaw,#usaaw21

Top Word Pairs in Tweet in G4:
[235] antimicrobial,resistance
[210] #espaur,report
[145] stewardship,england
[88] annual,surveillance
[88] resistance,utilisation
[88] utilisation,stewardship
[87] report,national
[87] national,annual
[87] surveillance,data
[87] data,antimicrobial

Top Word Pairs in Tweet in G5:
[65] awareness,week
[63] #beantibioticsaware,#antibioticawarenessweek
[59] #antibioticawarenessweek,antibiotic
[59] antibiotic,best
[59] best,matches
[59] matches,personality
[44] #beantibioticsaware,#usaaw21
[39] u,s
[38] antibiotic,awareness
[38] aren,t

Top Word Pairs in Tweet in G6:
[214] spread,awareness
[154] #worldantimicrobialawarenessweek,starts
[154] starts,today
[139] drug,resistant
[137] hospital,stays
[120] even,death
[120] awareness,play
[120] play,part
[120] part,shared
[120] shared,responsibility

Top Word Pairs in Tweet in G7:
[188] healthy,lifestyle
[146] #worlddiabetesday,#wewontrest
[142] #actnowfordiabetes,#worlddiabetesday
[94] adopting,healthy
[94] lifestyle,reduce
[94] reduce,risk
[94] risk,#diabetes
[94] #actnow,adopt
[94] adopt,healthy
[94] lifestyle,#actnowfordiabetes

Top Word Pairs in Tweet in G8:
[97] antimicrobial,resistance
[56] consumption,usage
[56] 2000,18
[54] health,threat
[52] #worldantimicrobialawarenessweek,begins
[52] begins,today
[52] today,antimicrobial
[52] resistance,growing
[52] growing,public
[52] public,health

Top Word Pairs in Tweet in G9:
[25] start,#worldantimicrobialawarenessweek
[23] antibiotic,resistance
[20] #worldantimicrobialawarenessweek,starts
[20] starts,today
[15] advice,antibiotics
[14] find,out
[14] #antimicrobialresistance,research
[14] shared,platform
[14] platform,antibiotic
[14] antibiotic,research

Top Word Pairs in Tweet in G10:
[55] factory,farms
[44] antibiotic,misuse
[32] start,#worldantimicrobialawarenessweek
[27] new,petition
[27] supermarkets,ensure
[27] ensure,responsible
[27] responsible,antibiotic
[27] antibiotic,use
[27] use,products
[26] antibiotics,used

Top Replied-To
Top Replied-To in Entire Graph:
@hcsmafrica
@gsppa11
@faokenya
@dr_toswots
@team_swi
@_facesa
@wande_a
@patientsrising
@jalloh711
@cdcgov

Top Replied-To in G1:
@miic_jamaica
@pauline_tom
@lifeworldwide
@francesgarragh1
@seluxdx

Top Replied-To in G2:
@hcsmafrica
@dr_toswots
@_facesa
@wande_a
@jalloh711
@mirah_ci
@dysautonomiaza
@alkhalilkouma
@faokenya

Top Replied-To in G3:
@patientsrising
@janetsluggett
@rcmccorm
@hcsmafrica
@asidanz
@ameracadpeds
@centreimpactamr
@africacdc
@pranavi_md
@cdcgov

Top Replied-To in G4:
@cdcgov
@rakhi2382
@flemingfund

Top Replied-To in G5:

Top Replied-To in G6:
@ecdc_eu
@whotimor
@drtedros

Top Mentioned
Top Mentioned in Entire Graph:
@who
@drdianeashiru
@rushikeshmla
@jpshivahare
@cw_pharmacists
@cdcgov
@gspc_gujarat
@bhupendrapbjp
@pkumarias
@efpia

Top Mentioned in G1:
@who
@twitterspaces
@hananbalkhy
@oieanimalhealth
@michelleacorndr
@pahowho
@heidistensmyren
@liannegonsalves
@drgilada
@hygetahun

Top Mentioned in G2:
@cw_pharmacists
@efpia
@newscientist
@who
@reactgroup
@africacdc
@oieanimalhealth
@escmid
@drdianeashiru
@hcsmafrica

Top Mentioned in G3:
@cdcgov
@ncas_aus
@who
@ausantibiotics
@asidanz
@npsmedicinewise
@the_shpa
@acipc
@cdc_ar
@healthgovau

Top Mentioned in G4:
@drdianeashiru
@ukamrenvoy
@smhopkins
@ukhsa
@ellacasale
@who
@trin_amr_action
@bsacandjac
@ukmissiongeneva
@glgamr

Top Mentioned in G5:
@msdanimalhealth
@caff_eu

Top Mentioned in G6:
@who
@eaad_eu
@drtedros
@natmart_chembio
@ecdc_eu
@eu_health
@ema_news
@1antruk
@browzine
@wai_womenaid

Top Mentioned in G7:
@govtofpunjabpk
@usmanakbuzdar
@healthpunjabgov
@dr_yasminrashid

Top Mentioned in G8:
@lancetmicrobe
@anotherbenchan
@yale
@drjrmarcelin
@chngin_the_wrld
@ukamrenvoy
@christianedole1
@thelancetplanet
@astmh
@oieanimalhealth

Top Mentioned in G9:
@ecehh
@dr_anne_leonard
@uk_ceh
@medresfdn_amr
@unioslo_uv
@amrtwilight
@futurelearn
@mdavanwetton
@uniofexeter
@coadd_news

Top Mentioned in G10:
@doctorchrisvt
@asoantibiotics
@who
@ciwf
@mailonline
@pressjournal
@eaad_eu

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@filafresh
@oldlady12345
@streamerwall
@edinburghwatch
@streamer_boost
@xaelbot
@codedailybot
@szilviade_
@littlebytesnews

Top Tweeters in G1:
@filafresh
@oldlady12345
@chilhon2016lap
@justiceoutcry
@cotey_mary
@realblack212
@dev_discourse
@godavari_kapoor
@m_mrezamm
@botshindi

Top Tweeters in G2:
@viralvideovlogs
@iflck
@raivoonet
@nationafrica
@gadiooumoul
@mmnjug
@r___83___o
@conjja
@dazza70smith
@axristodoulidou

Top Tweeters in G3:
@jornalistavitor
@littlebytesnews
@3wombats
@mcdonalds
@all435reps
@helperstream
@coachweaver3
@luhayeaye
@bangtanourstars
@themuslimhippie

Top Tweeters in G4:
@szilviade_
@pollsstar
@milleroval
@hragy
@cilvrnum
@ribblevalleysue
@carlyjay20
@gondolier9
@ladybird5477
@abdelo_b

Top Tweeters in G5:
@firstpost
@peninsulaqatar
@bettycjung
@sindhichokrovb
@sigdrifr
@the_modhvadia
@shooguhlipz
@faizafabz
@markham_therese
@prernachettri

Top Tweeters in G6:
@rjber15
@canisgallicus
@inforenique
@anas_erindra
@tomy2875
@goatrancenet
@remirol1956
@miyakilee
@jacopogiliberto
@arasmelek1

Top Tweeters in G7:
@dhinakaranrajan
@eldokshe
@victoria_victo3
@jcverma15
@ninkaimaryam
@wyatojb5qpvbfa3
@tanolanus2
@mksafdar
@sriraaji
@selim_hossain11

Top Tweeters in G8:
@fj_newman
@now_justice
@sosninosename1
@iridescentashes
@botfemale
@patoramirez22
@bregmanps
@lluis1966
@drkynast
@schalaasha

Top Tweeters in G9:
@durhamcouncil
@uq_news
@pewtrusts
@lifesciencevie
@ruth_garside
@uniofexeter
@crowleygroup
@msf_canada
@futurelearn
@bugsinblood

Top Tweeters in G10:
@edinburghwatch
@didifrench
@mstkindeed
@mailonline
@rolynhome
@mariagreenie
@callyoubetty
@followthewabbit
@manzanillamiel5
@pressjournal