#eccmid2019 OR #eccmid19 OR #eccmid, Twitter, 4/15/2019 6:41:29 PM, 193793


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#eccmid2019 OR #eccmid19 OR #eccmid Twitter NodeXL SNA Map and Report for Monday, 15 April 2019 at 1
#eccmid2019 OR #eccmid19 OR #eccmid Twitter NodeXL SNA Map and Report for Monday, 15 April 2019 at 1
From:
scotpublichealth
Uploaded on:
April 15, 2019
Short Description:
#eccmid2019 OR #eccmid19 OR #eccmid via NodeXL http://bit.ly/2UUkgaZ
@escmid
@taescmid
@absteward
@jdelpoleo
@naturerevmicro
@thelancetinfdis
@davidvanduin
@southafricanasp
@dfeatamr
@eliowa

Top hashtags:
#eccmid2019
#eccmid19
#antimicrobialstewardship

Description:
Description
The graph represents a network of 3,754 Twitter users whose recent tweets contained "#eccmid2019 OR #eccmid19 OR #eccmid", 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, 15 April 2019 at 17:57 UTC.

The tweets in the network were tweeted over the 9-day, 12-hour, 5-minute period from Saturday, 06 April 2019 at 05:37 UTC to Monday, 15 April 2019 at 17:43 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 : 3754
Unique Edges : 11051
Edges With Duplicates : 10559
Total Edges : 21610
Self-Loops : 2533
Reciprocated Vertex Pair Ratio : 0.0469846275128104
Reciprocated Edge Ratio : 0.089752277689933
Connected Components : 163
Single-Vertex Connected Components : 115
Maximum Vertices in a Connected Component : 3484
Maximum Edges in a Connected Component : 21231
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.659011
Graph Density : 0.000942666218650013
Modularity : 0.356898
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[22] https://wordpress.com/post/reflectionsipc.com/4208
[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
[18] https://www.eccmidlive.org/
[16] https://twitter.com/jif_re/status/1117120602530308104
[13] https://eccmid.qiagen.com/learn-from-our-experts-at-the-booth/?utm=CM_WEB_ECCMID_1904_SM_Twitter_organic
[11] https://jcm.asm.org/content/57/2/e01181-18.long
[10] https://jamanetwork.com/abusenotice
[10] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-017-0050-1
[10] https://reflectionsipc.com/2019/04/13/that-sinking-feeling/
[10] https://www.eccmid.org/registration_hotel_bookings/individual_congress_registration/

Top URLs in Tweet in G1:
[7] https://www.eccmid.org/registration_hotel_bookings/individual_congress_registration/
[6] https://twitter.com/bsacandjac/status/1115589942216761344
[6] https://www.eccmidlive.org/
[6] https://www.journalofhospitalmedicine.com/jhospmed/article/193124/hospital-medicine/hire-hard-manage-easy
[5] https://jamanetwork.com/abusenotice
[5] https://wordpress.com/post/reflectionsipc.com/4208
[5] https://www.theguardian.com/society/2019/apr/12/curtains-in-patients-rooms-often-rife-with-drug-resistant-germs-study?CMP=Share_iOSApp_Other
[4] https://academic.oup.com/ofid/article/5/12/ofy192/5242357
[4] https://jcm.asm.org/content/57/2/e01181-18.long
[4] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0068874

Top URLs in Tweet in G2:
[13] https://eccmid.qiagen.com/learn-from-our-experts-at-the-booth/?utm=CM_WEB_ECCMID_1904_SM_Twitter_organic
[6] https://jcm.asm.org/content/57/2/e01181-18.long
[5] https://www.combacte.com/news/combacte-part-eccmid/
[4] https://github.com/gwenknight/empiricprescribing
[4] https://www.cambridge.org/core/product/identifier/S0950268818003047/type/journal_article
[3] https://wakelet.com/wake/f59da77e-e442-4177-862a-e1a45743cc2e
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193614
[3] https://www.theguardian.com/science/2019/apr/14/tropical-insect-diseases-europe-at-risk-dengue-fever?CMP=Share_iOSApp_Other
[3] https://academic.oup.com/ofid/article/doi/10.1093/ofid/ofz073/5319214
[2] https://www.nejm.org/doi/full/10.1056/nejmoa1802670?cookieSet=1

Top URLs in Tweet in G3:
[15] https://wordpress.com/post/reflectionsipc.com/4208
[9] https://reflectionsipc.com/2019/04/13/that-sinking-feeling/
[6] https://www.ncbi.nlm.nih.gov/m/pubmed/29410281/
[4] https://twitter.com/1healthau/status/1116936652759470080
[4] https://www.sciencedirect.com/science/article/pii/S1473309918301014
[3] https://www.nejm.org/doi/full/10.1056/NEJMoa1716771?cookieSet=1
[3] https://www.nejm.org/doi/full/10.1056/NEJMoa1714373?cookieSet=1
[3] https://www.sciencedirect.com/science/article/pii/S0161642018310753
[3] https://academic.oup.com/ofid/article/5/12/ofy192/5242357
[3] http://mediakitchen.co.uk/index.php/port

Top URLs in Tweet in G4:
[12] https://twitter.com/jif_re/status/1117120602530308104
[6] https://twitter.com/msdinvents/status/1117436093215809538
[4] https://twitter.com/TAEscmid/status/1117436511081902082
[4] https://twitter.com/jhorcajada/status/1117118771221671937
[3] https://www.eccmidlive.org/#!contentsessions/36252
[3] https://twitter.com/absteward/status/1117331193307987968?s=21
[3] https://twitter.com/carlotasway3/status/1117330320498540545?s=21
[3] https://twitter.com/bdubrx/status/1117334500281856000
[3] https://twitter.com/SouthAfricanASP/status/1117353816494628864
[2] https://twitter.com/padstamundo/status/1117708495615406080

Top URLs in Tweet in G5:
[6] https://twitter.com/nanopore/status/1117004499980300288
[5] https://twitter.com/DrMDSimmons/status/1117056919427059713
[4] https://twitter.com/howe_ridley/status/1117065213457719296
[4] https://twitter.com/DaveGuk87/status/1117047184673918976
[4] http://phw.org.uk/2019/04/11/wales-the-wonderful/
[3] https://twitter.com/modmedmicro/status/1116977129110032384
[3] https://www.zooniverse.org/projects/mrniaboc/bash-the-bug
[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
[2] https://twitter.com/seanbauman/status/1117411920645099520
[2] https://twitter.com/becca_milton/status/1117047744009572352

Top URLs in Tweet in G6:
[10] 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
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-017-0050-1
[5] https://markshirtliffbiofilmfoundation.org/news/
[5] 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
[2] https://www.journals.elsevier.com/biofilm/
[2] https://twitter.com/tcoenye/status/1116984585076789250
[2] http://www.facetsjournal.com/doi/10.1139/fa
[1] https://www.nature.com/articles/doi:10.1038/nmicrobiol.2017.94.epdf?shared_access_token=v2aZxZ4HJQyzxpKV8oehiNRgN0jAjWel9jnR3ZoTv0MBbaBEuDg82kRaojg3U7W9nephq-MEAxMD09lfLXDMcYGF86i-deE2dJANRiP_mwH8fqrESEw2q-NtU64ha2CtpysomadohGXXnVcQ8JY4YA%3D%3D
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41579-019-0196-3

Top URLs in Tweet in G7:
[3] https://arlg.org/2706
[2] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0068874
[2] https://twitter.com/UAC_UU/status/1117403903396589575
[2] https://twitter.com/Gotitde/status/1117060099082784769
[2] https://twitter.com/nejm/status/1116057090290745344
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5850535/
[1] https://cdc.biohpc.swmed.edu/VAMPr/
[1] https://wwwnc.cdc.gov/eid/article/24/9/17-1709_article
[1] https://linkinghub.elsevier.com/retrieve/pii/S1473309917306771
[1] http://www.bloodjournal.org/content/127/20/2427.long?sso-checked=true

Top URLs in Tweet in G8:
[3] https://www.eccmid.org/
[2] https://twitter.com/SouthAfricanASP/status/1117353816494628864
[1] http://www.era-bio.om
[1] https://twitter.com/ESCMID/status/1115882891148451840
[1] https://twitter.com/Entasistx/status/1115972855420923905
[1] https://twitter.com/novosanis/status/1115973599561752576
[1] https://www.akampion.com/news/2019/04/company-news-curetis-subsidiary-ares-genetics-introduces-ngs-services-for-pharma-and-public-health-sector-at-upcoming-eccmid-2019/
[1] http://www.globenewswire.com/news-release/2019/04/12/1803162/0/en/DEINOVE-invited-to-present-at-the-29th-congress-of-the-European-Society-of-Clinical-Microbiology-and-Infectious-Diseases.html
[1] https://www.globenewswire.com/news-release/2019/04/12/1803169/0/en/Press-release-Curetis-Subsidiary-Ares-Genetics-Introduces-NGS-Services-for-Pharma-and-Public-Health-Sector-at-Upcoming-ECCMID-2019.html
[1] https://www.ansa.it/canale_saluteebenessere/notizie/medicina/2019/04/12/lacci-emostatici-contaminati-da-batteri_27a58867-f565-41b6-af27-69409a63ecb3.html

Top URLs in Tweet in G9:
[7] https://www.id-hub.com/2019/04/13/eccmid-2019-day-1-update/
[3] https://www.id-hub.com/2019/04/14/eccmid-2019-day-2-update/
[2] https://www.id-hub.com/2019/04/13/low-microbiological-testing-hai/
[1] https://www.id-hub.com/2019/04/12/eccmid19-immune-response-ebola-2-years-post-infection-provide-clues-vaccine-development/
[1] https://www.id-hub.com/2019/04/12/eccmid19-privacy-curtains-healthcare-facilities-potential-source-drug-resistant-bacteria/
[1] https://www.id-hub.com/2019/04/14/eccmid19-antimicrobial-resistance-linked-climate-change/
[1] https://www.id-hub.com/2019/04/15/eccmid19-staying-hotel-increase-risk-colonization-esbl-producing-enterobacteriaceae/
[1] https://www.id-hub.com/2019/04/15/eccmid19-hand-hygiene-compliance-low-icus-new-study-suggests/
[1] https://www.id-hub.com/2019/04/15/eccmid19-shortened-15-second-application-time-effective-applying-hand-rub/
[1] https://twitter.com/IDHubFSG/status/1117339747456823297

Top URLs in Tweet in G10:
[7] https://twitter.com/ESCMID/status/1117349345316298754
[6] https://twitter.com/KrutikaKuppalli/status/1117420576576983040
[5] https://twitter.com/jcgomezrincon/status/1117246661493968898
[4] https://twitter.com/PreventionTips/status/1117245346382372865
[4] https://twitter.com/kumar_drabhi/status/1117316722896379904
[3] https://twitter.com/CandidaScience/status/1117243900278857729
[3] https://twitter.com/ac_nim/status/1117243808721227776
[3] https://twitter.com/teena_xu/status/1117261198767140865
[3] https://twitter.com/DJFMack/status/1117337087987130368
[2] https://twitter.com/adolfo7777/status/1117803110087495682

Top Domains
Top Domains in Tweet in Entire Graph:
[492] twitter.com
[117] eccmidlive.org
[67] nature.com
[54] elsevierhealth.com
[53] nih.gov
[36] contagionlive.com
[31] oup.com
[28] wordpress.com
[24] nejm.org
[23] eccmid.org

Top Domains in Tweet in G1:
[98] twitter.com
[74] eccmidlive.org
[31] contagionlive.com
[23] nih.gov
[23] thermo.com
[12] oup.com
[12] elsevierhealth.com
[11] eccmid.org
[9] nature.com
[9] wordpress.com

Top Domains in Tweet in G2:
[81] twitter.com
[18] qiagen.com
[13] elsevierhealth.com
[13] europa.eu
[12] nejm.org
[12] combacte.com
[11] nature.com
[9] youtu.be
[6] asm.org
[6] eccmidlive.org

Top Domains in Tweet in G3:
[23] elsevierhealth.com
[22] twitter.com
[15] wordpress.com
[13] nih.gov
[12] reflectionsipc.com
[11] sciencedirect.com
[6] nejm.org
[4] oup.com
[3] theguardian.com
[3] co.uk

Top Domains in Tweet in G4:
[67] twitter.com
[8] eccmidlive.org
[4] oup.com
[4] nature.com
[4] nih.gov
[3] nodexlgraphgallery.org
[2] asm.org
[2] sciencedirect.com
[2] plos.org
[2] symplur.com

Top Domains in Tweet in G5:
[53] twitter.com
[20] nanoporetech.com
[5] eccmidlive.org
[5] org.uk
[3] zooniverse.org
[2] nih.gov
[1] gitlab.com
[1] youtube.com
[1] nhs.wales
[1] qiagen.com

Top Domains in Tweet in G6:
[33] nature.com
[10] twitter.com
[5] markshirtliffbiofilmfoundation.org
[3] facetsjournal.com
[2] elsevier.com
[1] sciencedirect.com
[1] sciencedaily.com
[1] nih.gov
[1] scienceintransition.nl
[1] wetalkscience.com

Top Domains in Tweet in G7:
[14] twitter.com
[6] oup.com
[5] nih.gov
[4] elsevierhealth.com
[4] contagionlive.com
[3] arlg.org
[2] plos.org
[2] asm.org
[1] swmed.edu
[1] cdc.gov

Top Domains in Tweet in G8:
[16] twitter.com
[4] instagram.com
[3] eccmid.org
[3] globenewswire.com
[2] apple.com
[1] era-bio.om
[1] akampion.com
[1] ansa.it
[1] eurogentec.com
[1] bit.ly

Top Domains in Tweet in G9:
[18] id-hub.com
[7] twitter.com
[1] markshirtliffbiofilmfoundation.org
[1] bmj.com
[1] nature.com

Top Domains in Tweet in G10:
[110] twitter.com
[1] nodexlgraphgallery.org
[1] nih.gov
[1] eccmid.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7867] eccmid2019
[328] eccmid19
[316] antimicrobialstewardship
[261] infectiousdiseases
[260] amr
[135] infections
[113] clinicalmicrobiology
[111] microbiology
[107] eccmid
[107] antimicrobial



Top Hashtags in Tweet in G1:
[2373] eccmid2019
[107] antimicrobialstewardship
[90] amr
[72] jac
[65] infectiousdiseases
[63] openaccess
[59] antimicrobial
[51] antibiotic
[48] eccmid19
[43] ams

Top Hashtags in Tweet in G2:
[1759] eccmid2019
[163] antimicrobialstewardship
[119] infectiousdiseases
[85] amr
[72] infections
[64] diagnosticsispower
[52] clinicalmicrobiology
[51] eccmid19
[47] microbiology
[41] fungal

Top Hashtags in Tweet in G3:
[634] eccmid2019
[22] eccmid19
[15] infectiousdiseases
[12] eccmid
[9] infectioncontrol
[8] clinicalmicrobiology
[7] hiv
[7] amr
[7] cdiff
[7] antimicrobialresistance

Top Hashtags in Tweet in G4:
[782] eccmid2019
[85] eccmid19
[43] idtwitter
[34] infectiousdiseases
[30] infections
[24] cmi
[22] asp
[17] dyk
[16] infectiousdisease
[15] clinicalmicrobiology

Top Hashtags in Tweet in G5:
[438] eccmid2019
[18] eccmid19
[9] wales
[8] lanlab
[7] eccmid
[7] microbiology
[6] myeccmid
[5] welshcakes
[5] wgs
[4] immy

Top Hashtags in Tweet in G6:
[228] eccmid2019
[51] biofilms
[36] eccmid19
[6] eccmid
[6] microbiota
[4] antibiotics
[4] biofilm
[3] microbiology
[2] antibiotic
[2] scicomm

Top Hashtags in Tweet in G7:
[326] eccmid2019
[13] ast
[10] eccmid19
[7] quickmic
[5] amr
[4] abresistance
[4] vanquishsuperbugs
[4] pbpbinding
[4] chlorhexidine
[4] theamrstudio

Top Hashtags in Tweet in G8:
[141] eccmid2019
[17] eccmid
[12] amsterdam
[10] eccmid19
[7] amr
[7] microbiology
[5] infectiousdiseases
[4] antibiotics
[2] rai
[2] scientificconference

Top Hashtags in Tweet in G9:
[191] eccmid2019
[14] eccmid19
[9] vaccine
[8] hpv
[7] healthcare
[7] microbiome
[7] influenza
[6] vaccination
[6] infarction
[5] antibiotic

Top Hashtags in Tweet in G10:
[181] eccmid2019
[4] candidaauris
[3] infectiousdiseases
[3] biofilms
[3] trials
[3] wgs
[2] clinicalmicrobiology
[2] eccmid
[1] emerging
[1] rare

Top Words
Top Words in Tweet in Entire Graph:
[9973] Words in Sentiment List#1: Positive
[7196] Words in Sentiment List#2: Negative
[51] Words in Sentiment List#3: Angry/Violent
[290450] Non-categorized Words
[307619] Total Words
[11874] #eccmid2019
[1201] more
[1177] 1
[1047] patients
[966] antibiotic

Top Words in Tweet in G1:
[3737] #eccmid2019
[605] antibiotic
[445] patients
[408] more
[379] resistance
[363] escmid
[357] use
[347] treatment
[268] new
[266] s

Top Words in Tweet in G2:
[2782] #eccmid2019
[349] 1
[327] escmid
[310] more
[274] #antimicrobialstewardship
[247] 3
[232] out
[223] patients
[211] infectious
[206] use

Top Words in Tweet in G3:
[985] #eccmid2019
[164] new
[137] more
[90] paper
[87] 1
[86] use
[85] time
[83] session
[78] infection
[78] eccmid

Top Words in Tweet in G4:
[1237] #eccmid2019
[147] patients
[140] #eccmid19
[123] #idtwitter
[122] infections
[116] treatment
[107] new
[102] use
[95] escmid
[91] dr

Top Words in Tweet in G5:
[639] #eccmid2019
[130] 1
[121] microbiology
[105] stand
[92] come
[92] clinical
[87] out
[85] bacterial
[81] walesmicrobiol
[76] 2019

Top Words in Tweet in G6:
[367] #eccmid2019
[113] biofilms
[83] 1
[62] 2
[60] resistance
[58] biofilm
[54] talk
[54] antibiotic
[53] vivo
[53] #biofilms

Top Words in Tweet in G7:
[513] #eccmid2019
[135] dr
[95] patients
[54] went
[54] school
[49] infections
[48] treatment
[46] use
[41] mortality
[39] risk

Top Words in Tweet in G8:
[141] #eccmid2019
[31] amsterdam
[17] #eccmid
[12] #amsterdam
[11] 1
[11] infectious
[10] up
[10] diseases
[10] #eccmid19
[10] team

Top Words in Tweet in G9:
[235] #eccmid2019
[26] more
[24] thlorg
[23] treatment
[18] up
[17] long
[17] great
[16] research
[15] patients
[15] talk

Top Words in Tweet in G10:
[207] #eccmid2019
[28] shorter
[27] better
[26] thomas
[26] file
[26] mantra
[26] bradspellberg
[8] escmid
[8] more
[8] therapy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[461] infectious,diseases
[276] critically,ill
[265] ill,patients
[257] stand,1
[250] pk,pd
[243] 1,3
[231] booth,1
[209] #eccmid2019,escmid
[195] clinical,microbiology
[188] s,aureus

Top Word Pairs in Tweet in G1:
[145] #eccmid2019,escmid
[126] critically,ill
[119] ill,patients
[110] pk,pd
[110] s,aureus
[107] antibiotic,use
[84] thomas,file
[82] combination,therapy
[78] mrsa,bacteremia
[77] antibiotic,resistance

Top Word Pairs in Tweet in G2:
[183] infectious,diseases
[169] 1,3
[125] stand,1
[87] pk,pd
[82] critically,ill
[82] ill,patients
[74] booth,1
[67] #eccmid2019,#antimicrobialstewardship
[63] find,out
[62] diseases,specialists

Top Word Pairs in Tweet in G3:
[65] hand,hygiene
[59] keep,toes
[58] #eccmid2019,old
[58] old,bugs
[58] bugs,new
[58] new,names
[58] names,keep
[47] #eccmid2019,1healthau
[46] thelancetinfdis,paper
[44] paper,published

Top Word Pairs in Tweet in G4:
[86] infectious,diseases
[40] #eccmid2019,#idtwitter
[38] accepted,abstracts
[37] pk,pd
[37] top,country
[37] country,accepted
[35] c_garciavidal,belenpadi
[35] belenpadi,miquelpr
[35] miquelpr,carlotasway3
[35] abstracts,spain

Top Word Pairs in Tweet in G5:
[72] stand,1
[63] clinical,microbiology
[60] update,clinical
[60] microbiology,2019
[60] 2019,changes
[60] changes,bacterial
[60] bacterial,taxonomy
[60] taxonomy,#eccmid2019
[52] 1,112
[46] find,out

Top Word Pairs in Tweet in G6:
[43] biofilms,vivo
[38] two,important
[38] important,messages
[38] messages,tbjarnsholt
[38] tbjarnsholt,#eccmid2019
[38] #eccmid2019,1
[38] 1,biofilms
[38] vivo,very
[38] very,different
[38] different,lab

Top Word Pairs in Tweet in G7:
[54] went,school
[27] mugecevik,facebook
[27] facebook,people
[27] people,went
[27] school,twitter
[27] twitter,wish
[27] wish,went
[27] school,#eccmid2019
[25] invasive,aspergillosis
[21] patients,#eccmid2019

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

Top Word Pairs in Tweet in G9:
[17] #eccmid2019,thlorg
[13] research,presented
[13] presented,#eccmid2019
[12] e,g
[10] long,acting
[9] infectious,diseases
[9] victor,nizet
[8] 1,7d
[8] summary,#hpv
[8] #hpv,#vaccine

Top Word Pairs in Tweet in G10:
[26] #eccmid2019,thomas
[26] thomas,file
[26] file,shorter
[26] shorter,better
[26] better,mantra
[26] mantra,bradspellberg
[7] 各種ガイドラインによる肺炎治療期間の推奨,#eccmid2019
[6] mrsa菌血症に対するダプトマイシン,セフタロリンの併用とバンコマイシン単剤の臨床研究は中止となった
[6] セフタロリンの併用とバンコマイシン単剤の臨床研究は中止となった,併用群の死亡率が0
[6] 併用群の死亡率が0,なのに対しバンコマイシン群は26

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

Top Replied-To in G1:
@danlivorsi
@emrsa15
@mveveid
@mugecevik
@e_charani
@erinmccreary
@templeton_kate
@antibioticleeds
@fernandodocobo
@davidantibiotic

Top Replied-To in G2:
@mugecevik
@vanmourikmaaike
@ceefluz
@combacte
@fernandodocobo
@sophia_david3
@t2bio
@_natachacouto_
@promed_mail
@crisprat2010

Top Replied-To in G3:
@vanmourikmaaike
@emrsa15
@templeton_kate
@ffitzp
@spero_tx
@remediesvenus
@ericashenoy
@synbiologics
@mugecevik
@eliowa

Top Replied-To in G4:
@mugecevik
@escmid
@markmetersky
@fernandodocobo
@ana_gualde
@templeton_kate
@vanmourikmaaike
@drtoddlee
@joserrapa
@aliciad3

Top Replied-To in G5:
@ukneqasmicro
@nctc_3000
@chrfrohlich
@beat_amr_bugs
@taescmid
@ruppeetienne
@lkafetzopoulou
@angelicavittor1
@seanbauman
@sbtothedub

Top Replied-To in G6:
@svetlana_up
@rosenberglabbcm
@tbjarnsholt
@andyc7798
@tcoenye
@achyutanori
@alainnajj
@mugecevik

Top Replied-To in G7:
@mugecevik
@carlotasway3
@gradientech
@fernandodocobo
@djfmack
@cdbeckett
@drbenjaminevans
@davidvanduin
@absteward
@aspphysician

Top Replied-To in G9:
@davidvanduin
@taescmid
@j_sandoe
@crasspofungin
@amy_fsg
@eccmid

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

Top Mentioned in G1:
@escmid
@dilipnathwani
@bsacandjac
@sidpharm
@ukcpapin
@esgap_abs
@fip_org
@taescmid
@intmedatiowa
@lthtantibiotics

Top Mentioned in G2:
@escmid
@taescmid
@imi_ju
@jesusrbano
@mugecevik
@absteward
@ecdc_eu
@isid_org
@thelancetinfdis
@eccmid

Top Mentioned in G3:
@eccmid
@thelancetinfdis
@1healthau
@acn_tweet
@ffitzp
@escmid
@thelancet
@ericashenoy
@marionkoopmans
@emrsa15

Top Mentioned in G4:
@jesusrbano
@escmid
@sanidadgob
@c_garciavidal
@rafamcanton
@taescmid
@belenpadi
@miquelpr
@carlotasway3
@joserrapa

Top Mentioned in G5:
@walesmicrobiol
@escmid
@publichealthw
@taescmid
@phe_uk
@eccmid
@nanopore
@ukneqasmicro
@howe_ridley

Top Mentioned in G6:
@tbjarnsholt
@jopdevrieze
@kraghbio
@naturemicrobiol
@mugecevik
@joanacmrocha
@filipa_grosso
@tiagoantuneslo1
@lpeixeluisa
@tcoenye

Top Mentioned in G7:
@taescmid
@munitajose
@gradientech
@asherjs
@idpittstop
@escmid
@cleclinicmd
@contagion_live
@astregodx
@eccmid

Top Mentioned in G8:
@phicotx

Top Mentioned in G9:
@thlorg
@idhubfsg
@fsgfmb
@fsgfvl
@drive_eu
@eccmid
@taescmid
@debbybogaert
@edkuijper2
@evetacconelli

Top Mentioned in G10:
@bradspellberg
@escmid
@taescmid
@eccmid
@absteward
@nanopore
@davidvanduin
@naturerevmicro
@onisillos
@microblog_me_uk

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

Top Tweeters in G1:
@nosqldigest
@nytimes
@scopedbylarry
@pash22
@drshahrul80
@exerciseworks
@evidencerobot
@nuance_bot
@healthpolicygrp
@trentyarwood

Top Tweeters in G2:
@edinburghwatch
@machinelearn_d
@zdf
@drmel_t
@schiphol
@jcgomezrincon
@eduardgtoledano
@crof
@2yackyack
@_open_science_

Top Tweeters in G3:
@ottlegalrebels
@guardian
@magarya
@santchiweb
@gladeolie
@drzouaghi
@andrewwhiteau
@captainweee
@biociencia2013
@arielblocker

Top Tweeters in G4:
@chidambara09
@pointluck1
@rkymtnnaturals
@soriano_p
@psoe
@irenemate
@santanayeray
@draachvez
@tamyta2001
@ojedathies

Top Tweeters in G5:
@pingachoo
@thinkalot
@somercoresearch
@ateendriyo
@lynnea58
@raabandala
@nigelheal
@newsmedical
@jasonwilliamsny
@hotelzululima

Top Tweeters in G6:
@youngchris27040
@djkilllist
@debbie_fearon
@surt_lab
@kenzibit
@innovateuk
@gmopundit
@evolvedbiofilm
@duncan_ng
@gavalda_j

Top Tweeters in G7:
@swemedic
@mikethemadbiol
@borbeturate
@razoralign
@deltakr
@helenbranswell
@mcgillu
@cleclinicmd
@hellomarlie
@medecinelibre

Top Tweeters in G8:
@naftee
@barbarakimmel
@iceman_ex
@portefeuillefun
@revmacdrey
@lukasbouwman
@bestapps_new
@miphyuk
@amidola
@newswiretoday

Top Tweeters in G9:
@tv_hiec_chair
@cdcstd
@dalolunaf
@mikeyj
@gilbertjacka
@dr_firat
@cdcgov
@inyourmindonly
@thlorg
@upbmasso

Top Tweeters in G10:
@f_camel
@hagi220
@keesato
@oniyome
@starreygaze_pie
@georgebest1969
@ring_lion_
@medreuma
@keishinsunagawa
@oze07pooh