#eccmid OR #eccmid19 OR #eccmid2019, Twitter, 4/13/2019 4:56:26 PM, 193614


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#eccmid OR #eccmid19 OR #eccmid2019 Twitter NodeXL SNA Map and Report for Saturday, 13 April 2019 at
#eccmid OR #eccmid19 OR #eccmid2019 Twitter NodeXL SNA Map and Report for Saturday, 13 April 2019 at
From:
scotpublichealth
Uploaded on:
April 13, 2019
Short Description:
#eccmid OR #eccmid19 OR #eccmid2019 via NodeXL http://bit.ly/2KDzayi
@escmid
@taescmid
@nanopore
@davidvanduin
@eccmid
@naturerevmicro
@onisillos
@absteward
@microblog_me_uk
@bsacandjac

Top hashtags:
#eccmid2019
#amr
#eccmid19
#jac
#eccmid
#openaccess
#amsterdam

Description:
Description
The graph represents a network of 1,618 Twitter users whose recent tweets contained "#eccmid OR #eccmid19 OR #eccmid2019", 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, 13 April 2019 at 16:32 UTC.

The tweets in the network were tweeted over the 9-day, 18-hour, 2-minute period from Wednesday, 03 April 2019 at 22:24 UTC to Saturday, 13 April 2019 at 16:27 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 : 1618
Unique Edges : 4102
Edges With Duplicates : 3272
Total Edges : 7374
Self-Loops : 916
Reciprocated Vertex Pair Ratio : 0.0552242102937928
Reciprocated Edge Ratio : 0.104668201800293
Connected Components : 147
Single-Vertex Connected Components : 101
Maximum Vertices in a Connected Component : 1361
Maximum Edges in a Connected Component : 7043
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.708076
Graph Density : 0.00182585676140329
Modularity : 0.422498
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://www.eccmidlive.org/
[11] https://www.eccmid.org/registration_hotel_bookings/individual_congress_registration/
[8] https://www.eccmid.org/
[6] https://wordpress.com/post/reflectionsipc.com/4208
[6] https://www.combacte.com/news/combacte-part-eccmid/
[5] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0068874
[5] https://twitter.com/bsacandjac/status/1115589942216761344
[5] https://reflectionsipc.com/
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41579-018-0019-y
[4] https://twitter.com/howe_ridley/status/1117065213457719296

Top URLs in Tweet in G1:
[10] https://www.eccmid.org/registration_hotel_bookings/individual_congress_registration/
[6] https://www.combacte.com/news/combacte-part-eccmid/
[5] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0068874
[4] https://www.eccmidlive.org/
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41579-018-0019-y
[3] https://www.eccmid.org/
[3] https://www.cambridge.org/core/product/identifier/S0950268818003047/type/journal_article
[2] https://twitter.com/kerrieanndavies/status/1116976376194662401
[2] https://wakelet.com/wake/f59da77e-e442-4177-862a-e1a45743cc2e
[2] https://twitter.com/tcoenye/status/1116984585076789250

Top URLs in Tweet in G2:
[4] https://twitter.com/bsacandjac/status/1115589942216761344
[2] https://www.eccmidlive.org/#!resources/trends-in-fluoroquinolone-and-cephalosporin-prescribing-and-clostridioides-difficile-infections-in-acute-and-long-term-care-facilities-in-the-us-department-of-veterans-affairs-health-system-6511fa3f-2258-4a03-baa9-909273474b3d
[2] https://www.eccmidlive.org/#!resources/identifying-the-drivers-of-a-successful-antimicrobial-stewardship-recommendation-a-multivariable-analysis-of-11351-prospective-audit-and-feedback-recommendations-0f87e48d-8e07-4240-b373-2aa8c469e627
[1] https://www.ncbi.nlm.nih.gov/pubmed/28505027/
[1] https://www.eccmidlive.org/#!resources/dedicated-patient-oversight-and-testing-gatekeeper-system-to-reduce-hospital-onset-clostridium-difficile-events-fa681319-fdbb-4aae-a98b-03786d4407ce
[1] https://www.eccmidlive.org/#!resources/a-contemporary-analysis-of-high-risk-antibiotics-associated-with-clostridium-difficile-infection-among-a-national-cohort-of-united-states-veterans-6a2d8077-2961-48b5-8908-6d699cafc438
[1] https://www.eccmidlive.org/#!resources/microbiology-and-outcomes-among-patients-hospitalised-with-community-onset-pneumonia-a-multi-centre-retrospective-cohort-study-d5bdd65d-afed-44f8-8357-05f3f0f1611c
[1] https://www.eccmidlive.org/#!resources/clinical-outcomes-bacterial-loads-and-markers-of-intestinal-inflammation-in-immunocompromised-and-cancer-patients-with-diarrhoea-and-clostridioides-difficile-identified-by-nucleic-acid-amplification-tests-and-toxin-a-b-by-enzyme-immunoassay-819b68c8-bcd2-4b20-820c-97023d445e2a
[1] https://www.eccmidlive.org/#!resources/deletion-of-candida-auris-cdr1-completely-restores-triazole-antifungal-susceptibility-in-a-pan-triazole-resistant-isolate-of-c-auris-7b50f65d-f0fa-4f4f-bc3e-69c862aab0a4
[1] https://www.eccmidlive.org/#!resources/simulated-exposures-of-dalbavancin-in-in-vitro-pk-pd-models-select-for-mrsa-with-reduced-susceptibility-to-dalbavancin-vancomycin-daptomycin-and-increased-susceptibility-beta-lactams-730b4ff2-29af-474b-ac4e-bc2c2839ab25

Top URLs in Tweet in G3:
[3] https://twitter.com/modmedmicro/status/1116977129110032384
[3] https://eccmid.qiagen.com/learn-from-our-experts-at-the-booth/?utm=CM_WEB_ECCMID_1904_SM_Twitter_organic
[2] https://eccmid.qiagen.com/symposium-qiagens-syndromic-testing-solution/?utm=CM_WEB_ECCMID_1904_SM_Twitter_organic
[2] https://nanoporetech.com/about-us/news/eccmid-oxford-nanopore-guide-eccmid?utm_campaign=K19004%20ECCMID&utm_content=89249203&utm_medium=social&utm_source=twitter&hss_channel=tw-37732219
[1] https://academic.oup.com/ofid/article/3/1/ofv200/2460557
[1] https://gitlab.com/ModernisingMedicalMicrobiology/CRuMPIT
[1] https://bmcgenomics.biomedcentral.com/articles/10.1186/s12864-019-5635-z
[1] https://eccmid.qiagen.com/?utm=ECOM_WEB_1904_ECCMID_SMO_Twitter
[1] https://eccmid.qiagen.com/?utm=CM_WEB_ECCMID_1904_SM_Twitter_organic
[1] https://register.nanoporetech.com/eccmid2019_eveningreception?utm_campaign=K19004%20ECCMID&utm_content=88315060&utm_medium=social&utm_source=twitter&hss_channel=tw-37732219

Top URLs in Tweet in G4:
[5] https://wordpress.com/post/reflectionsipc.com/4208
[3] http://mediakitchen.co.uk/index.php/port
[2] https://twitter.com/emrsa15/status/1117047065815736326
[2] https://twitter.com/1healthau/status/1116936652759470080
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2818%2930736-9%2Ffulltext&rc=0
[1] https://twitter.com/ericashenoy/status/1117063281288667139
[1] https://www.theguardian.com/society/2019/apr/12/curtains-in-patients-rooms-often-rife-with-drug-resistant-germs-study?CMP=Share_AndroidApp_Tweet
[1] https://twitter.com/ESCMID/status/1116604393279766530
[1] https://academic.oup.com/ofid/article/3/1/ofv200/2460557
[1] https://reflectionsipc.com/

Top URLs in Tweet in G5:
[3] https://www.eccmid.org/
[2] http://eccmid.randox.com/
[1] https://www.nasdaq.com/press-release/motif-bio-to-present-iclaprim-data-at-eccmid-2019-20190404-00046
[1] http://diagnostics.thermo.com/eccmid2019?cid=fl-mbd-eccmid2019
[1] https://www.rapidmicrobiology.com/news/special-focus-whats-on-show-eccmid-2019
[1] https://www.arcbio.com/eccmid/
[1] https://www.linkedin.com/slink?code=eaApK9y
[1] https://www.linkedin.com/slink?code=eQGYBZY
[1] http://www.era-bio.om
[1] https://twitter.com/ESCMID/status/1115607611477389314

Top URLs in Tweet in G6:
[3] https://www.contagionlive.com/link/2355
[2] https://www.contagionlive.com/news/patient-privacy-curtains-an-overlooked-carrier-of-mdr-pathogens
[2] https://www.contagionlive.com/link/2396
[2] https://reflectionsipc.com/
[1] https://www.contagionlive.com/conferences/2019/eccmid2019
[1] https://www.contagionlive.com/link/2376
[1] https://www.contagionlive.com/link/2377
[1] https://pubs.acs.org/doi/10.1021/acssensors.9b00288?cookieSet=1
[1] https://www.contagionlive.com/news/significant-and-sustained-reduction-in-hospitalonset-candidemia-in-va-hospitals
[1] https://www.contagionlive.com/

Top URLs in Tweet in G7:
[3] http://phx.corporate-ir.net/phoenix.zhtml?c=253770&p=irol-newsArticle&ID=2393536
[2] https://twitter.com/CIDRAP/status/1116069315374211076
[2] https://info.t2biosystems.com/ECCMID2019
[2] http://www.antimicrobialsworkinggroup.org/eccmid-2019/
[2] https://investors.entasistx.com/news-releases/news-release-details/entasis-therapeutics-announces-multiple-data-presentations
[1] https://twitter.com/bsacandjac/status/1115589942216761344
[1] http://www.cidrap.umn.edu/asp/diagnostics
[1] https://academic.oup.com/jacamr/issue
[1] https://twitter.com/CIDRAP/status/1116462028401651713
[1] https://info.t2biosystems.com/l/526401/2019-04-13/g6wkjy/84210

Top URLs in Tweet in G8:
[2] http://diagnostics.thermo.com/eccmid2019?hootPostID=4d1b8ff3cf6dda083926cbf41a14268b
[2] http://diagnostics.thermo.com/eccmid2019?hootPostID=08ebcc9bed04742720e25b39a6edc93a
[2] http://diagnostics.thermo.com/eccmid2019?hootPostID=645c08a9ea5d53384a33dfe5f8e91df6
[2] http://diagnostics.thermo.com/eccmid2019?hootPostID=caf2cfecb2f4b8039e550ee140fc6bbb
[2] http://diagnostics.thermo.com/eccmid2019?hootPostID=790c3ba7ce8d360e36c8478cdc7d902d
[2] http://diagnostics.thermo.com/eccmid2019?hootPostID=e449d484e71af5fcb95b851d453125fe
[2] http://diagnostics.thermo.com/eccmid2019?hootPostID=8fe7c081a343906bb914165cf342307c
[1] https://twitter.com/1healthau/status/1116936652759470080
[1] http://www.global-pps.com
[1] https://twitter.com/ffitzp/status/1117059911094083585

Top URLs in Tweet in G9:
[1] https://twitter.com/MenziesResearch/status/1115409367174500352
[1] https://www.ndm.ox.ac.uk/current-job-vacancies/vacancy/140393-Clinical-Microbiologist
[1] https://www.eccmidlive.org/
[1] https://twitter.com/TropMedOxford/status/1116722337183870977
[1] https://www.biorxiv.org/cgi/content/short/559161v1

Top URLs in Tweet in G10:
[2] http://www.globalcause.co.uk/antibiotic-resistance/diagnostics-are-pivotal-in-curbing-antimicrobial-resistance
[1] https://www.eccmid.org/registration_hotel_bookings/individual_congress_registration/
[1] https://www.eccmidlive.org/#!resources/assessing-the-real-world-impact-of-antivirals-in-europe
[1] https://www.eccmidlive.org/
[1] https://twitter.com/biomerieux/status/1116944133862690817

Top Domains
Top Domains in Tweet in Entire Graph:
[118] twitter.com
[54] eccmidlive.org
[24] eccmid.org
[15] thermo.com
[14] combacte.com
[13] nanoporetech.com
[12] contagionlive.com
[10] nature.com
[8] europa.eu
[7] nih.gov

Top Domains in Tweet in G1:
[41] twitter.com
[17] eccmid.org
[14] combacte.com
[10] nature.com
[9] eccmidlive.org
[5] plos.org
[4] id-hub.com
[3] youtube.com
[3] escmid.org
[3] healthcare-in-europe.com

Top Domains in Tweet in G2:
[29] eccmidlive.org
[15] twitter.com
[1] nih.gov
[1] eahp.eu
[1] bmj.com
[1] instagram.com
[1] inverse.com
[1] theguardian.com
[1] businesswire.com
[1] who.int

Top Domains in Tweet in G3:
[13] nanoporetech.com
[7] qiagen.com
[6] twitter.com
[2] eccmidlive.org
[1] oup.com
[1] gitlab.com
[1] biomedcentral.com
[1] kariusdx.com

Top Domains in Tweet in G4:
[13] twitter.com
[5] wordpress.com
[3] co.uk
[2] nih.gov
[1] elsevierhealth.com
[1] theguardian.com
[1] oup.com
[1] reflectionsipc.com
[1] aaai.org
[1] org.au

Top Domains in Tweet in G5:
[10] twitter.com
[3] eccmid.org
[2] linkedin.com
[2] randox.com
[2] instagram.com
[2] luminexcorp.com
[2] akampion.com
[2] globenewswire.com
[2] apple.com
[1] nasdaq.com

Top Domains in Tweet in G6:
[12] contagionlive.com
[2] reflectionsipc.com
[1] acs.org
[1] nih.gov
[1] cdc.gov
[1] com.au

Top Domains in Tweet in G7:
[8] twitter.com
[4] t2biosystems.com
[3] corporate-ir.net
[3] antimicrobialsworkinggroup.org
[2] contrafect.com
[2] entasistx.com
[1] umn.edu
[1] oup.com
[1] theguardian.com
[1] cidara.com

Top Domains in Tweet in G8:
[14] thermo.com
[3] twitter.com
[1] global-pps.com
[1] genoscreen.fr
[1] bmj.com
[1] pnas.org

Top Domains in Tweet in G9:
[2] twitter.com
[1] ac.uk
[1] eccmidlive.org
[1] biorxiv.org

Top Domains in Tweet in G10:
[2] co.uk
[2] eccmidlive.org
[1] eccmid.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2640] eccmid2019
[102] amr
[79] eccmid19
[76] jac
[69] eccmid
[68] openaccess
[65] amsterdam
[65] microbiology
[57] antimicrobialstewardship
[49] infections



Top Hashtags in Tweet in G1:
[872] eccmid2019
[41] infections
[41] microbiology
[32] cmi
[19] healthcare
[19] amsterdam
[16] wgs
[16] communicate
[16] clinical
[16] amr

Top Hashtags in Tweet in G2:
[358] eccmid2019
[58] jac
[47] openaccess
[15] antimicrobial
[14] antibiotic
[12] jacantimicrobialresistance
[11] jacamr
[11] amr
[9] eccmid19
[9] cdiff

Top Hashtags in Tweet in G3:
[205] eccmid2019
[25] eccmid19
[8] amsterdam
[6] greetings
[6] meetings
[6] tweetings
[5] lanlab
[4] eccmid
[4] weloveeccmid
[3] infectiousdiseases

Top Hashtags in Tweet in G4:
[164] eccmid2019
[6] infectionprevention
[6] infectioncontrol
[5] eccmid
[5] cdiff
[5] machinelearning
[3] amr
[2] ipc
[2] bigideas
[2] ai

Top Hashtags in Tweet in G5:
[103] eccmid2019
[17] eccmid
[11] amsterdam
[7] eccmid19
[3] antibiotics
[3] amr
[3] infectiousdiseases
[2] rai
[2] scientificconference
[2] larvol

Top Hashtags in Tweet in G6:
[104] eccmid2019
[27] acsbiosensors
[8] cdiff
[4] diagnosticstewardship
[4] jac
[4] openaccess
[3] antibiotics
[2] uti
[2] candidemia
[2] microbiome

Top Hashtags in Tweet in G7:
[95] eccmid2019
[5] eccmid19
[4] ettx
[3] jacantimicrobialresistance
[3] cidrapasp
[3] antimicrobialresistance
[3] escmid
[3] ibrexafungerp
[3] candida
[3] healthcareconferences

Top Hashtags in Tweet in G8:
[147] eccmid2019
[32] amr
[15] antibiotics
[2] ast
[1] eccmid
[1] ai
[1] asp
[1] mdrtb
[1] stoptb
[1] gepotidacin

Top Hashtags in Tweet in G9:
[39] eccmid2019
[9] betterposter
[8] camera2trial
[6] amsterdam
[2] train
[2] lyon
[2] bacteria
[2] cdiff
[2] whatsonyourmattress
[1] catproof

Top Hashtags in Tweet in G10:
[116] eccmid2019
[42] antimicrobialstewardship
[26] diagnosticsispower
[12] amr
[6] global
[6] globalamrchallenge
[5] syndromictesting
[3] antimicrobial
[3] influenza
[2] rsv

Top Words
Top Words in Tweet in Entire Graph:
[3014] Words in Sentiment List#1: Positive
[2032] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[96450] Non-categorized Words
[101496] Total Words
[3731] #eccmid2019
[544] escmid
[502] more
[466] 1
[378] new

Top Words in Tweet in G1:
[1334] #eccmid2019
[239] escmid
[153] patients
[125] new
[125] infections
[124] taescmid
[111] use
[108] amsterdam
[106] more
[94] session

Top Words in Tweet in G2:
[541] #eccmid2019
[137] escmid
[119] dilipnathwani
[113] amr
[100] launch
[82] eccmid
[81] antimicrobial
[79] resistance
[77] stand
[72] research

Top Words in Tweet in G3:
[277] #eccmid2019
[67] booth
[64] eccmid
[52] 1
[51] nanopore
[49] talk
[49] up
[46] field
[45] sequencing
[38] new

Top Words in Tweet in G4:
[235] #eccmid2019
[38] use
[37] cleaning
[36] associated
[35] 1healthau
[35] ffitzp
[32] paper
[32] hand
[32] hygiene
[29] prior

Top Words in Tweet in G5:
[103] #eccmid2019
[25] amsterdam
[17] #eccmid
[14] clinical
[12] 1
[11] booth
[11] #amsterdam
[10] forward
[10] meet
[9] congress

Top Words in Tweet in G6:
[166] #eccmid2019
[54] vivo
[35] more
[33] out
[31] abx
[31] contagion_live
[30] soon
[30] hpruamr
[30] escmid
[29] results

Top Words in Tweet in G7:
[112] #eccmid2019
[26] presentations
[25] new
[21] data
[17] more
[15] antimicrobial
[15] sidpharm
[15] live
[14] clinical
[14] see

Top Words in Tweet in G8:
[229] #eccmid2019
[160] antibiotic
[83] more
[70] gt
[69] patients
[65] resistance
[64] register
[64] now
[53] stewardship
[50] learn

Top Words in Tweet in G9:
[66] #eccmid2019
[33] new
[23] guru_joshd
[19] up
[17] oucru_vietnam
[16] results
[15] cid
[15] syctong
[15] ashabowen
[15] infectious

Top Words in Tweet in G10:
[138] #eccmid2019
[97] 3
[94] 1
[86] stand
[80] ooh
[78] #diagnosticsispower
[60] #antimicrobialstewardship
[47] out
[45] prof
[43] amsterdam

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[138] critically,ill
[138] #eccmid2019,escmid
[135] stand,1
[133] pk,pd
[132] ill,patients
[132] learn,more
[131] booth,1
[116] 1,3
[111] looking,forward
[108] infectious,diseases

Top Word Pairs in Tweet in G1:
[85] pk,pd
[77] critically,ill
[74] ill,patients
[42] patients,#eccmid2019
[38] went,school
[37] #eccmid2019,session
[33] infectious,diseases
[32] new,review
[32] review,article
[32] article,jesusrbano

Top Word Pairs in Tweet in G2:
[88] #eccmid2019,escmid
[58] #jac,amr
[53] peer,reviewed
[50] antimicrobial,resistance
[49] online,journal
[47] amr,#openaccess
[47] #openaccess,online
[47] journal,revolutionise
[47] revolutionise,way
[47] way,think

Top Word Pairs in Tweet in G3:
[40] booth,1
[26] new,field
[26] field,kits
[26] kits,stored
[26] stored,ambient
[26] ambient,temperature
[26] temperature,up
[26] up,month
[26] month,workflow
[26] workflow,simple

Top Word Pairs in Tweet in G4:
[32] hand,hygiene
[29] #eccmid2019,1healthau
[26] thelancetinfdis,paper
[26] paper,published
[26] published,reductions
[26] reductions,cauti
[26] cauti,94
[26] 94,asb
[26] asb,74
[26] 74,associated

Top Word Pairs in Tweet in G5:
[9] looking,forward
[8] infectious,diseases
[8] booth,1
[7] clinical,microbiology
[7] microbiology,infectious
[6] european,congress
[6] congress,clinical
[6] #eccmid2019,amsterdam
[5] find,out
[4] 29th,european

Top Word Pairs in Tweet in G6:
[27] developing,microneedle
[27] microneedle,based
[27] based,sensors
[27] sensors,continuous
[27] continuous,monitoring
[27] monitoring,β
[27] β,lactam
[27] lactam,abx
[27] abx,vivo
[27] vivo,#acsbiosensors

Top Word Pairs in Tweet in G7:
[10] antimicrobial,stewardship
[10] live,#eccmid2019
[9] infectious,diseases
[8] new,data
[7] launch,bit
[7] bit,more
[7] more,properly
[7] properly,#eccmid2019
[7] #eccmid2019,now
[7] now,please

Top Word Pairs in Tweet in G8:
[64] register,now
[53] antibiotic,stewardship
[42] emergency,departments
[37] antibiotic,use
[36] critically,ill
[36] ill,patients
[35] learn,more
[35] gt,gt
[34] culture,media
[32] antibiotic,resistance

Top Word Pairs in Tweet in G9:
[15] new,cid
[15] cid,syctong
[15] syctong,ashabowen
[15] ashabowen,guru_joshd
[15] guru_joshd,infectious
[15] infectious,diseases
[15] diseases,microbiology
[15] microbiology,clinicians
[15] clinicians,australia
[15] australia,new

Top Word Pairs in Tweet in G10:
[85] 1,3
[54] stand,1
[20] outdoor,advertising
[20] take,selfie
[20] selfie,ooh
[20] ooh,send
[20] send,biomérieux
[20] biomérieux,ll
[20] ll,ooh
[20] ooh,stars

Top Replied-To
Top Replied-To in Entire Graph:
@danlivorsi
@mugecevik
@fernandodocobo
@vanmourikmaaike
@emrsa15
@escmid
@antibioticleeds
@geneticsig
@ffitzp
@ukneqasmicro

Top Replied-To in G1:
@mugecevik
@fernandodocobo
@vanmourikmaaike
@escmid
@andyc7798
@kerrieanndavies
@ana_gualde
@combacte
@tbjarnsholt
@kelechevarria

Top Replied-To in G2:
@emrsa15
@antibioticleeds
@ukneqasmicro
@danlivorsi
@nctc_3000
@ebug_uk
@theurgentneed
@medsshortages
@kelechevarria
@coccimiglioml

Top Replied-To in G3:
@jonowbetts
@bashthebug
@beat_amr_bugs
@lkafetzopoulou
@ruppeetienne
@kelwyres

Top Replied-To in G4:
@ffitzp
@vanmourikmaaike
@emrsa15
@ericashenoy
@eliowa
@martinjbiggs

Top Replied-To in G5:

Top Replied-To in G6:
@mugecevik
@kathryndaveson
@mikemorrison
@fernandodocobo

Top Replied-To in G7:
@spero_tx
@remediesvenus
@bdubrx
@synbiologics
@scynexis
@entasistx
@criverlabs
@mk_idpharm
@kelechevarria

Top Replied-To in G8:
@danlivorsi
@mgoto_iowa
@genoscreen
@eliowa
@10minus6cosm
@intmedatiowa
@dan_diekema

Top Replied-To in G9:
@mugecevik

Top Replied-To in G10:
@ppenttin

Top Mentioned
Top Mentioned in Entire Graph:
@escmid
@taescmid
@dilipnathwani
@eccmid
@sidpharm
@jesusrbano
@mugecevik
@thelancetinfdis
@1healthau
@imi_ju

Top Mentioned in G1:
@escmid
@taescmid
@mugecevik
@jesusrbano
@imi_ju
@absteward
@khalideljaaly
@marcbonten
@hcaileeds
@thelancetinfdis

Top Mentioned in G2:
@escmid
@dilipnathwani
@eccmid
@bsacandjac
@gavin_barlow
@jamiesonce
@sidpharm
@theurgentneed
@uk_neqas
@southafricanasp

Top Mentioned in G3:
@escmid
@eccmid
@nanopore
@taescmid
@docpolski
@mikerobiologist
@aposliakopoulos
@lkafetzopoulou
@pronkjewail_phd
@amsterdam

Top Mentioned in G4:
@1healthau
@ffitzp
@thelancetinfdis
@acn_tweet
@ericashenoy
@hpscireland
@uhbipc
@escmid
@phe_uk
@eliowa

Top Mentioned in G5:
@phicotx

Top Mentioned in G6:
@contagion_live
@hpruamr
@escmid
@imperialcollege
@aholmesid
@brcinfection
@merieuxfdn
@ncicancer
@monicaslavin
@dilipnathwani

Top Mentioned in G7:
@sidpharm
@cidrap
@escmid
@cidrap_asp
@bdubrx
@oncidpharmd
@thegareylab
@lonamody
@accpinfdprn
@vanessa_s91

Top Mentioned in G8:
@intmedatiowa
@uiowaipc
@ic_cadre
@danlivorsi
@taescmid
@drkieranhand
@aneeka_chavda
@imperialnhs
@mgilchrist123
@mgoto_iowa

Top Mentioned in G9:
@guru_joshd
@oucru_vietnam
@syctong
@ashabowen
@mikemorrison
@menziesresearch
@thedohertyinst
@hrogier
@paulsaxmd
@morubkk

Top Mentioned in G10:
@escmid
@globalpps_comm
@mediaplanetuk
@biomerieux
@biofiredx
@resceuproject
@bionumerics
@ecdc_flu
@legerdesheils

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@nosqldigest
@edinburghwatch
@chidambara09
@guardian
@nytimes
@hopealdridge
@nmbs
@tribilintoby
@santchiweb

Top Tweeters in G1:
@nosqldigest
@edinburghwatch
@chidambara09
@santchiweb
@youngchris27040
@drzouaghi
@psoe
@2yackyack
@healthpolicygrp
@tv_hiec_chair

Top Tweeters in G2:
@al_anafah
@arielblocker
@nykomahamilton
@who
@promed_mail
@gavalda_j
@veteranshealth
@claireekt
@micro_tweeter
@microblog_me_uk

Top Tweeters in G3:
@somercoresearch
@_open_science_
@surt_lab
@rstatstweet
@jasonwilliamsny
@ewanbirney
@kjellsm
@razoralign
@cjblondel
@biomedcentral

Top Tweeters in G4:
@gladeolie
@trentyarwood
@machine_ml
@technojeder
@neilwigg
@thecuriousluke
@anneodmatthews
@emmaburnettx
@marydixonwoods
@rcsi_irl

Top Tweeters in G5:
@naftee
@portefeuillefun
@bestapps_new
@annachamy
@the_other_mj
@tallscientist
@asherichia
@aad_japan
@luminex
@susannaesposit1

Top Tweeters in G6:
@evidencerobot
@dmrmay
@castrocloud
@kmol62
@kadsho
@contagion_live
@jonotter
@pubhealthsci
@imperialcollege
@bugsinblood

Top Tweeters in G7:
@guardian
@captainweee
@ginrnbsn50
@paimadhu
@aguzmansv81
@jama_current
@um_ihpi
@cidrap
@cortellis
@amsterdamnl

Top Tweeters in G8:
@cardiogalenico
@dr_trauma1
@on_neurologia
@on_alergias
@carga_viral
@carlosdelrio7
@neb_antib_news
@healthdevice
@philippefroguel
@estudioclinico

Top Tweeters in G9:
@drmel_t
@pennisi_m
@wifitrains
@pauldlawton
@flashton2003
@oxfordmedsci
@imperialmed
@pedro_abpereira
@pillai_pri
@menziesresearch

Top Tweeters in G10:
@antoniodivine
@us_fda
@charles_sokei
@mediaplanetuk
@ppenttin
@biomerieux
@norma74
@zarbp002
@sigri_moon
@biofiredx