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#ECCMID2019 3-17 April 2019 Twitter NodeXL SNA Map and Report for Wednesday (experimental version)
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From:
scotpublichealth
Uploaded on:
April 17, 2019
Short Description:
#ECCMID2019 (3-17 March) via NodeXL http://bit.ly/2V85Xj8

(Also including #ECCMID19 & #ECCMID in search)
@escmid
@taescmid
@naturerevmicro
@jdelpoleo
@absteward
@erinmccreary
@thelancetinfdis
@southafricanasp
@davidvanduin
@dfeatamr

Description:
Description
The graph represents a network of 4,679 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 Wednesday, 17 April 2019 at 09:20 UTC.

The tweets in the network were tweeted over the 13 day period from Wednesday, 03 April 2019 at 22:24 UTC to Wednesday, 17 April 2019 at 08:59 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 : 4679
Unique Edges : 12823
Edges With Duplicates : 22494
Total Edges : 35317
Self-Loops : 3862
Reciprocated Vertex Pair Ratio : 0.0548873058507532
Reciprocated Edge Ratio : 0.104062880549098
Connected Components : 175
Single-Vertex Connected Components : 126
Maximum Vertices in a Connected Component : 4403
Maximum Edges in a Connected Component : 34865
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.614969
Graph Density : 0.000825370121345764
Modularity : 0.294814
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[26] https://wordpress.com/post/reflectionsipc.com/4208
[25] https://www.eccmidlive.org/
[24] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-017-0050-1
[22] https://www.journalofhospitalmedicine.com/jhospmed/article/193124/hospital-medicine/hire-hard-manage-easy
[18] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnrmicro.2017.30%3Fplatform%3Dhootsuite
[16] https://twitter.com/lynnwardlow/status/1117979641157947392
[16] https://twitter.com/jif_re/status/1117120602530308104
[15] https://twitter.com/jankluytmans/status/1118093338874269696
[14] https://www.symplur.com/healthcare-hashtags/eccmid2019/
[13] https://www.eccmid.org/

Top URLs in Tweet in G1:
[13] https://twitter.com/jif_re/status/1117120602530308104
[9] https://www.symplur.com/healthcare-hashtags/eccmid2019/
[9] https://snp.io/
[8] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0068874
[7] https://twitter.com/erinmccreary/status/1118093904719618048
[7] https://twitter.com/bdubrx/status/1117334500281856000
[6] https://jamanetwork.com/abusenotice
[6] https://jcm.asm.org/content/57/2/e01181-18.long
[5] https://twitter.com/TAEscmid/status/1117436511081902082
[5] https://twitter.com/padstamundo/status/1117708495615406080

Top URLs in Tweet in G2:
[14] https://www.eccmidlive.org/
[13] https://eccmid.qiagen.com/learn-from-our-experts-at-the-booth/?utm=CM_WEB_ECCMID_1904_SM_Twitter_organic
[10] https://www.eccmid.org/registration_hotel_bookings/individual_congress_registration/
[6] https://twitter.com/nanopore/status/1117004499980300288
[5] https://www.eccmid.org/
[5] https://www.jpiamr.eu/amr-research-funding-dashboard/
[4] https://jcm.asm.org/content/57/2/e01181-18.long
[4] https://twitter.com/DrMDSimmons/status/1117056919427059713
[4] https://twitter.com/DaveGuk87/status/1117047184673918976
[4] http://phw.org.uk/2019/04/11/wales-the-wonderful/

Top URLs in Tweet in G3:
[22] https://wordpress.com/post/reflectionsipc.com/4208
[10] https://reflectionsipc.com/2019/04/13/that-sinking-feeling/
[9] https://www.ncbi.nlm.nih.gov/m/pubmed/29410281/
[8] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2818%2930714-X%2Ffulltext&rc=0
[8] https://academic.oup.com/ofid/article/5/12/ofy192/5242357
[7] https://www.nejm.org/doi/full/10.1056/NEJMoa1716771?cookieSet=1
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2818%2932593-5%2Ffulltext&rc=0
[6] https://www.nejm.org/doi/full/10.1056/NEJMoa1714373?cookieSet=1
[5] https://twitter.com/1healthau/status/1116936652759470080
[5] https://www.ncbi.nlm.nih.gov/pubmed/30850112

Top URLs in Tweet in G4:
[17] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-017-0050-1
[12] https://www.journalofhospitalmedicine.com/jhospmed/article/193124/hospital-medicine/hire-hard-manage-easy
[11] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnrmicro.2017.30%3Fplatform%3Dhootsuite
[8] https://markshirtliffbiofilmfoundation.org/news/
[6] 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://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnrmicro.2015.6
[3] https://twitter.com/bsacandjac/status/1115589942216761344
[3] https://collections.plos.org/s/antimicrobial-resistance
[2] https://twitter.com/isid_org/status/1118135740699947008
[2] https://www.journals.elsevier.com/biofilm/

Top URLs in Tweet in G5:
[4] https://www.youtube.com/watch?v=y1NV9ueDGpk&feature=youtu.be

[4] http://insights.roche.com/molecularworkarea
[3] http://acceleratediagnostics.com/eccmid2019/?utm_source=Social&utm_campaign=eccmid2019#presentations
[3] https://www.zooniverse.org/projects/mrniaboc/bash-the-bug
[2] https://twitter.com/seanbauman/status/1117411920645099520
[2] http://studioadi.com/
[2] http://www.cepheidevents.com/Cepheid-ECCMID2019-R1.html
[2] https://www.eccmidlive.org/#!resources/laboratory-evaluation-of-speedx-resistanceplus-mg-assay-for-macrolide-resistance-to-mycoplasma-genitalium-689a0d36-01d9-4179-ad8c-3bb01bd1e0c4
[2] https://www.eccmidlive.org/#!resources/high-genetic-similarity-between-rhinoviruses-and-enteroviruses-remains-as-a-pitfall-for-molecular-diagnostic-tools-a-three-year-overview-388c9594-b1f5-4955-8763-49bdf6694bd4
[2] https://plexpcr.com/resistanceguidedtherapy

Top URLs in Tweet in G6:
[7] https://www.linkedin.com/feed/update/urn:li:activity:6522939602863427584
[2] https://twitter.com/UAC_UU/status/1117403903396589575
[1] https://www.instagram.com/p/BwG8istp5Nd/?utm_source=ig_twitter_share&igshid=1p5y3o1zre98
[1] https://twitter.com/carter_josh/status/1084470098637869057
[1] https://twitter.com/heinimb/status/1117432791753482240
[1] https://academic.oup.com/ofid/article/5/12/ofy192/5242357
[1] https://www.eccmidlive.org/#!contentsessions/36190

Top URLs in Tweet in G7:
[3] https://twitter.com/dramcifuentes/status/1117753424911765509
[2] https://twitter.com/Gotitde/status/1117060099082784769
[2] https://twitter.com/i/moments/1116638188666277888
[1] https://twitter.com/marcbonten/status/1116806439790678016
[1] https://twitter.com/taescmid/status/1117357892041105408
[1] https://twitter.com/taescmid/status/1117360406048198660
[1] https://twitter.com/taescmid/status/1117362648151203840
[1] https://ccforum.biomedcentral.com/articles/10.1186/s13054-018-1958-4
[1] https://twitter.com/taescmid/status/1117438725242466305
[1] https://twitter.com/TAEscmid/status/1117443036374544386

Top URLs in Tweet in G8:
[3] https://www.eccmid.org/
[2] https://www.eccmidlive.org/
[2] https://twitter.com/SouthAfricanASP/status/1117353816494628864
[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] http://www.era-bio.om
[1] https://twitter.com/ESCMID/status/1115882891148451840
[1] https://twitter.com/Entasistx/status/1115972855420923905

Top URLs in Tweet in G9:
[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://register.nanoporetech.com/eccmid2019_eveningreception?utm_campaign=K19004%20ECCMID&utm_content=88315060&utm_medium=social&utm_source=twitter&hss_channel=tw-37732219
[1] https://register.nanoporetech.com/eccmid2019_eveningreception?utm_campaign=K19004%20ECCMID&utm_content=88650634&utm_medium=social&utm_source=twitter&hss_channel=tw-37732219
[1] https://register.nanoporetech.com/eccmid2019_eveningreception?utm_campaign=K19004%20ECCMID&utm_content=89330568&utm_medium=social&utm_source=twitter&hss_channel=tw-37732219
[1] https://nanoporetech.com/about-us/news/field-kit-launched-oxford-nanopore-enabling-shipping-and-storage-sequencing?utm_campaign=K19004%20ECCMID&utm_content=89264432&utm_medium=social&utm_source=twitter&hss_channel=tw-37732219
[1] https://nanoporetech.com/applications/microbiology?utm_campaign=K19004%20ECCMID&utm_content=89330566&utm_medium=social&utm_source=twitter&hss_channel=tw-37732219
[1] https://nanoporetech.com/resource-centre/charles-chiu-clinical-sequencing-pathogens-and-human-host-responses-acutely?utm_campaign=Clinical%202019&utm_content=88653502&utm_medium=social&utm_source=twitter&hss_channel=tw-37732219
[1] https://nanoporetech.com/eccmid2019
[1] https://nanoporetech.com/resource-centre/assessment-metagenomic-nanopore-and-illumina-sequencing-recovering-whole-genome?utm_campaign=K19004%20ECCMID&utm_content=89330570&utm_medium=social&utm_source=twitter&hss_channel=tw-37732219
[1] https://nanoporetech.com/applications/clinical-research?utm_campaign=K19004%20ECCMID&utm_content=89330571&utm_medium=social&utm_source=twitter&hss_channel=tw-37732219

Top URLs in Tweet in G10:
[4] https://neumoexpertos.org/2019/04/14/influenza-hospitalisations-and-deaths-reported-in-spain-in-2010-2018-a-longitudinal-analysis-of-national-surveillance-data/
[1] https://www.eccmidlive.org/
[1] https://www.eccmidlive.org/#!contentsessions/36680

Top Domains
Top Domains in Tweet in Entire Graph:
[710] twitter.com
[137] eccmidlive.org
[84] nature.com
[72] elsevierhealth.com
[67] nih.gov
[57] contagionlive.com
[46] oup.com
[36] nejm.org
[33] eccmid.org
[32] wordpress.com

Top Domains in Tweet in G1:
[195] twitter.com
[82] eccmidlive.org
[35] nih.gov
[19] oup.com
[16] elsevierhealth.com
[14] nature.com
[10] nejm.org
[9] asm.org
[9] plos.org
[9] symplur.com

Top Domains in Tweet in G2:
[108] twitter.com
[20] eccmidlive.org
[19] eccmid.org
[18] qiagen.com
[15] youtu.be
[13] europa.eu
[12] nejm.org
[12] elsevierhealth.com
[12] healthcare-in-europe.com
[10] youtube.com

Top Domains in Tweet in G3:
[117] twitter.com
[50] contagionlive.com
[44] elsevierhealth.com
[29] thermo.com
[25] wordpress.com
[22] nih.gov
[15] reflectionsipc.com
[15] oup.com
[14] sciencedirect.com
[13] nejm.org

Top Domains in Tweet in G4:
[53] nature.com
[30] twitter.com
[12] journalofhospitalmedicine.com
[8] markshirtliffbiofilmfoundation.org
[3] elsevier.com
[3] oup.com
[3] theguardian.com
[3] oxfordmedicine.com
[3] nih.gov
[3] plos.org

Top Domains in Tweet in G5:
[29] twitter.com
[15] eccmidlive.org
[8] roche.com
[7] t2biosystems.com
[5] radian6.com
[5] youtube.com
[4] swarmapp.com
[3] org.uk
[3] acceleratediagnostics.com
[3] zooniverse.org

Top Domains in Tweet in G6:
[7] linkedin.com
[4] twitter.com
[1] instagram.com
[1] oup.com
[1] eccmidlive.org

Top Domains in Tweet in G7:
[23] twitter.com
[6] contagionlive.com
[1] biomedcentral.com
[1] reflectionsipc.com
[1] eccmid.org
[1] facetsjournal.com
[1] markshirtliffbiofilmfoundation.org
[1] jamanetwork.com
[1] nejm.org
[1] nature.com

Top Domains in Tweet in G8:
[19] twitter.com
[5] instagram.com
[4] eccmidlive.org
[3] eccmid.org
[3] globenewswire.com
[2] akampion.com
[2] bit.ly
[2] apple.com
[2] facebook.com
[1] nasdaq.com

Top Domains in Tweet in G9:
[22] nanoporetech.com
[2] twitter.com
[1] qiagen.com
[1] news-medical.net

Top Domains in Tweet in G10:
[4] neumoexpertos.org
[2] eccmidlive.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10779] eccmid2019
[603] eccmid19
[447] antimicrobialstewardship
[354] amr
[318] infectiousdiseases
[169] infections
[155] amsterdam
[135] eccmid
[134] clinicalmicrobiology
[134] microbiology



Top Hashtags in Tweet in G1:
[3445] eccmid2019
[263] eccmid19
[138] antimicrobialstewardship
[122] infectiousdiseases
[77] idtwitter
[67] camera2
[66] clinicalmicrobiology
[59] infections
[48] cmi
[48] amr

Top Hashtags in Tweet in G2:
[2256] eccmid2019
[179] antimicrobialstewardship
[109] amr
[108] infectiousdiseases
[75] diagnosticsispower
[70] eccmid19
[60] infections
[51] microbiology
[50] amsterdam
[48] clinicalmicrobiology

Top Hashtags in Tweet in G3:
[2138] eccmid2019
[80] amr
[77] antimicrobialstewardship
[63] eccmid19
[49] antimicrobial
[45] cdiff
[37] betterposter
[27] eccmid
[26] acsbiosensors
[25] antibiotics

Top Hashtags in Tweet in G4:
[645] eccmid2019
[116] eccmid19
[56] biofilms
[43] jac
[41] openaccess
[24] schistosomiasis
[24] snails
[23] amr
[17] antimicrobial
[14] antibiotic

Top Hashtags in Tweet in G5:
[650] eccmid2019
[70] amr
[60] resistanceplus
[44] gonorrhoea
[43] sexualhealth
[40] resistanceguidedtherapy
[36] sti
[34] antimicrobialstewardship
[26] mycoplasmagenitalium
[24] monkeypox

Top Hashtags in Tweet in G6:
[223] eccmid2019
[16] ast
[10] eccmid19
[10] quickmic
[6] الأبحاث
[6] onehealth
[4] eccmid
[4] amr
[4] onehealthejp
[3] theamrstudio

Top Hashtags in Tweet in G7:
[250] eccmid2019
[33] infectiousdiseases
[6] eccmid19
[5] antimicrobialstewardship
[4] chlorhexidine
[4] hbv
[4] zymoresearcheu
[4] ilc2019
[3] infections
[3] cdiff

Top Hashtags in Tweet in G8:
[145] eccmid2019
[20] eccmid
[14] amsterdam
[13] eccmid19
[7] amr
[6] infectiousdiseases
[4] antibiotics
[4] microbiology
[3] escmid
[2] rai

Top Hashtags in Tweet in G9:
[76] eccmid2019
[3] nanopore
[2] minion
[2] healthtech
[2] news
[2] microbiology
[1] amr
[1] p1561
[1] symposium
[1] upnext

Top Hashtags in Tweet in G10:
[95] eccmid2019
[38] raise
[36] influenza
[6] diabetes
[6] flu
[5] gripe
[4] eccmid
[4] amsterdam
[1] eccmid19
[1] siespecialidadei

Top Words
Top Words in Tweet in Entire Graph:
[14775] Words in Sentiment List#1: Positive
[10409] Words in Sentiment List#2: Negative
[78] Words in Sentiment List#3: Angry/Violent
[411598] Non-categorized Words
[436782] Total Words
[16468] #eccmid2019
[1758] 1
[1590] patients
[1590] more
[1306] escmid

Top Words in Tweet in G1:
[5698] #eccmid2019
[871] patients
[605] dr
[553] treatment
[443] use
[439] 1
[417] infections
[415] new
[410] #eccmid19
[395] escmid

Top Words in Tweet in G2:
[3332] #eccmid2019
[496] 1
[433] escmid
[383] more
[310] #antimicrobialstewardship
[291] out
[288] 3
[285] stand
[243] patients
[229] time

Top Words in Tweet in G3:
[3377] #eccmid2019
[573] antibiotic
[444] more
[311] escmid
[295] use
[279] patients
[255] new
[253] 1
[242] resistance
[236] great

Top Words in Tweet in G4:
[1090] #eccmid2019
[240] 1
[190] talk
[156] brief
[156] writing
[150] 2
[147] biofilms
[139] resistance
[124] #eccmid19
[121] more

Top Words in Tweet in G5:
[941] #eccmid2019
[145] 1
[128] clinical
[117] microbiology
[115] speedx
[109] more
[107] phe_uk
[107] #amr
[106] bacterial
[102] 2019

Top Words in Tweet in G6:
[260] #eccmid2019
[127] في
[81] new
[79] bugs
[79] keep
[75] old
[75] names
[75] toes
[45] microbiology
[44] clinical

Top Words in Tweet in G7:
[387] #eccmid2019
[59] use
[51] treatment
[50] patients
[47] year
[46] mugecevik
[46] went
[46] school
[42] people
[35] #infectiousdiseases

Top Words in Tweet in G8:
[145] #eccmid2019
[30] amsterdam
[20] #eccmid
[14] #amsterdam
[13] #eccmid19
[11] infectious
[10] diseases
[10] day
[9] eccmid
[9] clinical

Top Words in Tweet in G9:
[141] #eccmid2019
[66] sequencing
[57] nanopore
[48] field
[44] up
[32] anywhere
[32] easier
[31] here
[29] booth
[29] new

Top Words in Tweet in G10:
[99] #eccmid2019
[51] spain
[38] 7
[38] 45
[38] póster
[38] #raise
[38] está
[38] expuesto
[38] gripe
[38] b

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[632] infectious,diseases
[377] pk,pd
[354] 1,3
[335] stand,1
[314] critically,ill
[304] ill,patients
[303] clinical,microbiology
[278] s,aureus
[267] booth,1
[266] #eccmid2019,escmid

Top Word Pairs in Tweet in G1:
[214] pk,pd
[209] infectious,diseases
[138] s,aureus
[135] critically,ill
[130] ill,patients
[113] acquired,pneumonia
[109] #eccmid2019,#idtwitter
[107] community,acquired
[105] p,t
[104] thomas,file

Top Word Pairs in Tweet in G2:
[184] stand,1
[176] 1,3
[151] infectious,diseases
[91] booth,1
[88] pk,pd
[86] find,out
[70] #eccmid2019,stand
[70] #eccmid2019,escmid
[70] critically,ill
[70] ill,patients

Top Word Pairs in Tweet in G3:
[101] antibiotic,use
[95] #eccmid2019,escmid
[85] hand,hygiene
[80] antibiotic,stewardship
[78] antibiotic,resistance
[76] register,now
[73] s,aureus
[72] critically,ill
[71] thelancetinfdis,paper
[71] ill,patients

Top Word Pairs in Tweet in G4:
[80] 1,3
[78] brief,guide
[78] guide,scientific
[78] scientific,writing
[78] writing,missed
[78] missed,talk
[78] talk,#eccmid19
[78] #eccmid19,tips
[78] tips,write
[78] write,review

Top Word Pairs in Tweet in G5:
[92] clinical,microbiology
[84] update,clinical
[84] microbiology,2019
[84] 2019,changes
[84] changes,bacterial
[84] bacterial,taxonomy
[84] taxonomy,#eccmid2019
[65] stand,1
[65] 1,133
[49] learn,more

Top Word Pairs in Tweet in G6:
[75] #eccmid2019,old
[75] old,bugs
[75] bugs,new
[75] new,names
[75] names,keep
[75] keep,toes
[43] clinical,microbiology
[40] infectious,diseases
[38] علمي,لبحثنا
[38] لبحثنا,في

Top Word Pairs in Tweet in G7:
[46] went,school
[27] year,#infectiousdiseases
[27] #infectiousdiseases,#eccmid2019
[23] mugecevik,facebook
[23] facebook,people
[23] people,went
[23] school,twitter
[23] twitter,wish
[23] wish,went
[23] school,#eccmid2019

Top Word Pairs in Tweet in G8:
[10] infectious,diseases
[6] clinical,microbiology
[6] microbiology,infectious
[6] booth,1
[6] #eccmid2019,amsterdam
[5] european,congress
[5] congress,clinical
[5] looking,forward
[5] 13,16
[5] #eccmid2019,#amsterdam

Top Word Pairs in Tweet in G9:
[32] sequencing,anywhere
[28] new,field
[28] field,kits
[28] kits,stored
[28] stored,ambient
[28] ambient,temperature
[28] temperature,up
[28] up,month
[28] month,workflow
[28] workflow,simple

Top Word Pairs in Tweet in G10:
[38] #eccmid2019,7
[38] 7,45
[38] 45,póster
[38] póster,#raise
[38] #raise,spain
[38] spain,está
[38] está,expuesto
[38] expuesto,gripe
[38] gripe,b
[38] b,hospitaliza

Top Replied-To
Top Replied-To in Entire Graph:
@mugecevik
@danlivorsi
@emrsa15
@fernandodocobo
@vanmourikmaaike
@mveveid
@templeton_kate
@crissufe
@geneticsig
@escmid

Top Replied-To in G1:
@mugecevik
@mveveid
@fernandodocobo
@templeton_kate
@crissufe
@eb_hirsch
@escmid
@erinmccreary
@merinotrial
@taymorrisette

Top Replied-To in G2:
@geneticsig
@ines_cim
@mugecevik
@sophia_david3
@svetlana_up
@transcripptnrs
@vanmourikmaaike
@fernandodocobo
@escmid
@biomerieux

Top Replied-To in G3:
@danlivorsi
@emrsa15
@vanmourikmaaike
@mugecevik
@ffitzp
@templeton_kate
@combacte
@codd_jane
@e_charani
@mgoto_iowa

Top Replied-To in G4:
@azeredo_joana
@antibioticleeds
@ebug_uk
@rosenberglabbcm
@tbjarnsholt
@gracediluca
@promed_mail
@gcagatgcaatg
@olivervanhecke
@merinotrial

Top Replied-To in G5:
@cepheidnews
@ukneqasmicro
@thencpf
@nctc_3000
@speedx
@taescmid
@outbreakjake
@esteetorok
@robshorten
@sbtothedub

Top Replied-To in G6:
@gradientech
@y_smani
@coccimiglioml
@aspphysician
@portugal

Top Replied-To in G7:
@mugecevik
@djfmack
@gmacscotland
@clarkdrussell
@felilongobardi
@crisprat2010
@ifmsa
@annakinsey
@onisillos
@ericmoral

Top Replied-To in G9:
@angelicavittor1
@beat_amr_bugs
@jimhuggett
@drbenjaminevans

Top Mentioned
Top Mentioned in Entire Graph:
@escmid
@taescmid
@eccmid
@jesusrbano
@sidpharm
@thelancetinfdis
@bsacandjac
@absteward
@ukcpapin
@phe_uk

Top Mentioned in G1:
@escmid
@sidpharm
@taescmid
@jesusrbano
@syctong
@ukcpapin
@eccmid
@c_garciavidal
@esgap_abs
@bsacandjac

Top Mentioned in G2:
@escmid
@taescmid
@walesmicrobiol
@ecdc_eu
@eccmid
@jesusrbano
@oucru_vietnam
@absteward
@mugecevik
@publichealthw

Top Mentioned in G3:
@escmid
@taescmid
@thelancetinfdis
@1healthau
@imi_ju
@eccmid
@acn_tweet
@intmedatiowa
@marcbonten
@hpruamr

Top Mentioned in G4:
@dilipnathwani
@escmid
@bsacandjac
@tbjarnsholt
@gavin_barlow
@jamiesonce
@southafricanasp
@eccmid
@naturemicrobiol
@antibioticleeds

Top Mentioned in G5:
@phe_uk
@nctc_3000
@speedx
@ukneqasmicro
@escmid
@uk_neqas
@eccmid
@ncpv
@heshah143
@taescmid

Top Mentioned in G6:
@gradientech
@sciensano
@hpsc
@rowley_dominic
@eccmid
@daalissa
@astregodx
@ffitzp
@heinimb
@onehealthejp

Top Mentioned in G7:
@mugecevik
@taescmid
@escmid
@munitajose
@nejm
@thelancetinfdis
@mchugh_martin
@absteward
@edin_eid
@germ_group

Top Mentioned in G8:
@phicotx

Top Mentioned in G9:
@nanopore
@eccmid
@qiagenscience
@hap_diagnostics
@justin_ogrady
@abbottnews
@teamsynbiosis
@lkafetzopoulou
@angelicavittor1
@beat_amr_bugs

Top Mentioned in G10:
@xaviercos
@pcdeurope
@apicsbcn
@redgdps
@camfic
@semfyc_int

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@nosqldigest
@edinburghwatch
@gamergeeknews
@ottlegalrebels
@chidambara09
@guardian
@magarya
@nytimes
@nos

Top Tweeters in G1:
@nosqldigest
@pointluck1
@drshahrul80
@swemedic
@exerciseworks
@rkymtnnaturals
@soriano_p
@ppoheisenberg
@psoe
@evidencerobot

Top Tweeters in G2:
@sectest9
@magarya
@nytimes
@scopedbylarry
@machinelearn_d
@zdf
@drmel_t
@jcgomezrincon
@eduardgtoledano
@crof

Top Tweeters in G3:
@ottlegalrebels
@pingachoo
@sambrow1
@santchiweb
@gladeolie
@schiphol
@drzouaghi
@2yackyack
@mlqdinh
@andrewwhiteau

Top Tweeters in G4:
@guardian
@gurdur
@youngchris27040
@djkilllist
@siegfredsalise
@biociencia2013
@vipkatherine08
@nudfaisal
@arielblocker
@dmrmay

Top Tweeters in G5:
@chidambara09
@caring_mobile
@chriswill1337
@nmbs
@tribilintoby
@thinkalot
@artemisalulo
@ateendriyo
@shittu10
@nomsu__

Top Tweeters in G6:
@pash22
@ph_tws
@manueltard
@paulerudolph
@yousif_alamri
@medsmanpharm
@mikethemadbiol
@ahmed_almaa07
@romi__96
@35rawan58

Top Tweeters in G7:
@edinburghwatch
@drol007
@jadmalala
@pajarobere
@louierancapero
@borbeturate
@mcgillu
@veteranshealth
@hellomarlie
@medecinelibre

Top Tweeters in G8:
@naftee
@iceman_ex
@portefeuillefun
@lukasbouwman
@bestapps_new
@miphyuk
@amidola
@medicaldialogs
@newswiretoday
@pathologistmag

Top Tweeters in G9:
@somercoresearch
@lynnea58
@surt_lab
@newsmedical
@jasonwilliamsny
@hotelzululima
@ewanbirney
@razoralign
@alecpett
@tarey_a

Top Tweeters in G10:
@mackayim
@ednarobles1
@flu_killer
@damn_kid_
@alsinamier
@cgtorrijos
@fcbzafra
@camfic
@apicsbcn
@rafampicin


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