#idtwitter, Twitter, 4/16/2019 6:19:50 PM, 193900


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#idtwitter Twitter NodeXL SNA Map and Report for Tuesday, 16 April 2019 at 18:16 UTC
#idtwitter Twitter NodeXL SNA Map and Report for Tuesday, 16 April 2019 at 18:16 UTC
From:
scotpublichealth
Uploaded on:
April 16, 2019
Short Description:
#idtwitter via NodeXL http://bit.ly/2V15CyK
@absteward
@sairabt
@bradcutrellmd
@germhuntermd
@emilymichelel
@fungaldoc
@idstewardship
@chngin_the_wrld
@jhkwondo
@chicagoabx

Top hashtags:
#idtwitter
#eccmid2019
#cmi
#medtwitter
#oviva
#idmeded
#candidaauris
#camera2

Description:
Description
The graph represents a network of 559 Twitter users whose recent tweets contained "#idtwitter", 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 Tuesday, 16 April 2019 at 18:17 UTC.

The tweets in the network were tweeted over the 9-day, 14-hour, 45-minute period from Sunday, 07 April 2019 at 03:19 UTC to Tuesday, 16 April 2019 at 18:04 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 : 559
Unique Edges : 1416
Edges With Duplicates : 482
Total Edges : 1898
Self-Loops : 80
Reciprocated Vertex Pair Ratio : 0.043859649122807
Reciprocated Edge Ratio : 0.0840336134453782
Connected Components : 13
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 520
Maximum Edges in a Connected Component : 1797
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.386858
Graph Density : 0.00495957322663999
Modularity : 0.546666
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[17] https://www.nytimes.com/2019/04/08/health/candida-auris-hospitals.html
[16] https://twitter.com/jif_re/status/1117120602530308104
[11] https://www.idstewardship.com/the-sciences-of-pharmacokinetics-and-pharmacodynamics/
[7] https://twitter.com/FungalDoc/status/1117793239195639808
[5] https://twitter.com/esteetorok/status/1117353566371483648
[5] https://twitter.com/SAIRABT/status/1117479154612617216
[5] https://twitter.com/padstamundo/status/1117708495615406080
[5] https://twitter.com/TAEscmid/status/1117436511081902082
[4] https://www.eccmidlive.org/#!resources/association-with-30-day-mortality-and-mic-in-patients-treated-with-piperacillin-tazobactam-for-escherichia-coli-and-klebsiella-pneumoniae-bloodstream-infections-that-are-non-susceptible-to-ceftriaxone-from-patients-enrolled-in-the-merino-trial-26c0d637-f2d2-4953-b070-423b091fd27d
[4] https://twitter.com/ABsteward/status/1117709622113185792

Top URLs in Tweet in G1:
[17] https://www.nytimes.com/2019/04/08/health/candida-auris-hospitals.html
[16] https://twitter.com/jif_re/status/1117120602530308104
[5] https://twitter.com/FungalDoc/status/1117793239195639808
[4] https://twitter.com/TAEscmid/status/1117436511081902082
[4] https://twitter.com/padstamundo/status/1117708495615406080
[4] https://www.eccmidlive.org/#!resources/association-with-30-day-mortality-and-mic-in-patients-treated-with-piperacillin-tazobactam-for-escherichia-coli-and-klebsiella-pneumoniae-bloodstream-infections-that-are-non-susceptible-to-ceftriaxone-from-patients-enrolled-in-the-merino-trial-26c0d637-f2d2-4953-b070-423b091fd27d
[4] https://twitter.com/ABsteward/status/1117709622113185792
[3] https://twitter.com/COMBACTE/status/1117845181477347328
[3] https://www.idstewardship.com/the-sciences-of-pharmacokinetics-and-pharmacodynamics/
[2] https://twitter.com/TAEscmid/status/1118123114557313024

Top URLs in Tweet in G2:
[2] https://twitter.com/bradcutrellmd/status/1117543588722823174
[2] https://twitter.com/CarlosdelRio7/status/1115708345854373892
[1] https://twitter.com/SAIRABT/status/1117479154612617216
[1] https://twitter.com/Darcy_ID_doc/status/1117537140772966400
[1] https://twitter.com/Cortes_Penfield/status/1117890941258432513
[1] https://twitter.com/pranavi_md/status/1117571897129144320
[1] https://twitter.com/drjulietmd/status/1117578040408727552
[1] https://twitter.com/h_babcock/status/1117582614242693121

Top URLs in Tweet in G3:
[1] https://twitter.com/darcy_id_doc/status/1117537140772966400
[1] https://twitter.com/BnrdG/status/1117739633364865024
[1] https://www.eccmidlive.org/#!resources/breakthrough-fungal-infections-not-only-aspergillus
[1] https://twitter.com/UofA_ID/status/1117898097126825985
[1] http://www.cmaj.ca/content/190/37/E1108.long
[1] https://bmcinfectdis.biomedcentral.com/articles/10.1186/s12879-019-3913-7
[1] https://twitter.com/SAIRABT/status/1117479154612617216
[1] https://www.nytimes.com/2019/04/07/health/antibiotic-resistance-kenya-drugs.html
[1] https://twitter.com/Contagion_Live/status/1118153571034230784

Top URLs in Tweet in G4:
[2] https://twitter.com/absteward/status/1117843839228829699
[2] https://twitter.com/SAIRABT/status/1117479154612617216
[2] https://www.canva.com/unsupported
[1] https://twitter.com/bradcutrellmd/status/1117543588722823174
[1] https://twitter.com/chngin_the_wrld/status/1117544195076452352
[1] https://twitter.com/fungaldoc/status/1117793239195639808
[1] https://twitter.com/TorontoIDDoc/status/1115773839214956544
[1] https://twitter.com/JonathanSellman/status/1115794169786720256
[1] https://twitter.com/klindermycin/status/1117476397310775297
[1] https://twitter.com/jdcooperid/status/1117823127034134536

Top URLs in Tweet in G5:
[7] https://www.idstewardship.com/the-sciences-of-pharmacokinetics-and-pharmacodynamics/
[2] https://accpjournals.onlinelibrary.wiley.com/doi/full/10.1002/phar.2201?elq_mid=34995&elq_cid=17499499&cookieSet=1
[1] https://www.instagram.com/p/BwDFQ-xj24y/?utm_source=ig_twitter_share&igshid=1lpf956jbm7iz
[1] https://www.idstewardship.com/twitter-pharmacy-students-studying-infectious-diseases-useful-waste-time/

Top URLs in Tweet in G6:
[3] https://twitter.com/esteetorok/status/1117353566371483648
[1] https://twitter.com/padstamundo/status/1117708495615406080
[1] https://twitter.com/fungaldoc/status/1117793239195639808
[1] https://academic.oup.com/cid/advance-article-abstract/doi/10.1093/cid/ciz257/5428115?redirectedFrom=fulltext
[1] https://academic.oup.com/cid/advance-article-abstract/doi/10.1093/cid/ciz282/5431181#.XLFZL2vPQXQ.twitter
[1] https://twitter.com/FungalDoc/status/1117793239195639808

Top URLs in Tweet in G7:
[1] https://twitter.com/speedx/status/1118096286547361794
[1] https://twitter.com/drnaomisutton/status/1115625941512929282
[1] https://twitter.com/speedx/status/1117747609945432066
[1] https://twitter.com/ureaplasmaLAB/status/1116979961666113537
[1] https://twitter.com/speedx/status/1116958289349287937
[1] https://twitter.com/plexpcr/status/1116996949503164417
[1] https://twitter.com/beth_meyerson/status/1117565945692602369
[1] https://twitter.com/UofA_ID/status/1117917564485529600
[1] https://twitter.com/shipsexhealth/status/1117384569102036993
[1] https://twitter.com/speedx/status/1117505455914246149

Top URLs in Tweet in G8:
[1] https://twitter.com/h_babcock/status/1117582614242693121
[1] https://twitter.com/TAEscmid/status/1117436511081902082

Top URLs in Tweet in G9:
[1] https://www.gofundme.com/from-cameroon-to-harvard
[1] https://twitter.com/jonotter/status/1117396851660029953
[1] https://twitter.com/peterkilmarx/status/1114970979971817475
[1] https://twitter.com/h_babcock/status/1117582614242693121

Top URLs in Tweet in G10:
[1] https://twitter.com/SAIRABT/status/1117479154612617216

Top Domains
Top Domains in Tweet in Entire Graph:
[113] twitter.com
[18] nytimes.com
[13] idstewardship.com
[9] oup.com
[5] eccmidlive.org
[4] sciencedirect.com
[3] nih.gov
[2] elsevierhealth.com
[2] lww.com
[2] asm.org

Top Domains in Tweet in G1:
[54] twitter.com
[17] nytimes.com
[7] oup.com
[4] sciencedirect.com
[4] eccmidlive.org
[4] idstewardship.com
[2] asm.org
[1] shareaholic.com
[1] thehill.com
[1] streetinsider.com

Top Domains in Tweet in G2:
[10] twitter.com

Top Domains in Tweet in G3:
[5] twitter.com
[1] eccmidlive.org
[1] cmaj.ca
[1] biomedcentral.com
[1] nytimes.com

Top Domains in Tweet in G4:
[13] twitter.com
[2] canva.com
[1] idstewardship.com
[1] amjmed.com
[1] elsevierhealth.com
[1] medpagetoday.com

Top Domains in Tweet in G5:
[8] idstewardship.com
[2] wiley.com
[1] instagram.com

Top Domains in Tweet in G6:
[6] twitter.com
[2] oup.com

Top Domains in Tweet in G7:
[15] twitter.com

Top Domains in Tweet in G8:
[2] twitter.com

Top Domains in Tweet in G9:
[3] twitter.com
[1] gofundme.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[298] idtwitter
[152] eccmid2019
[57] cmi
[32] medtwitter
[20] oviva
[19] idmeded
[18] candidaauris
[15] camera2
[13] infectiousdiseases
[12] pharmacy



Top Hashtags in Tweet in G1:
[139] eccmid2019
[132] idtwitter
[52] cmi
[20] oviva
[18] candidaauris
[15] camera2
[11] idmeded
[10] infectiousdiseases
[9] eccmid2017
[9] eccmid2018

Top Hashtags in Tweet in G2:
[13] idtwitter
[2] idfolks
[1] geekosis
[1] nerdosis
[1] cmi
[1] book
[1] theperfectpredator
[1] scientist

Top Hashtags in Tweet in G3:
[23] idtwitter
[7] firsttweet
[3] cmi
[3] idrweeter
[1] eccmid2019
[1] followback
[1] iddailypearls
[1] hiv
[1] tb
[1] idmeded

Top Hashtags in Tweet in G4:
[40] idtwitter
[11] book
[11] theperfectpredator
[11] scientist
[9] idfolks
[6] geekosis
[6] nerdosis
[5] idmeded
[3] meded
[1] hiv

Top Hashtags in Tweet in G5:
[10] idtwitter
[8] pharmacy
[7] pkpd
[7] bugsanddrugs
[2] antibiotic
[1] antibiotictimeout
[1] saveabx
[1] otilt
[1] eccmid2019
[1] cmi

Top Hashtags in Tweet in G6:
[22] idtwitter
[5] microrounds
[1] eccmid2019
[1] invasivefungalinfection
[1] idmeded
[1] geekosis
[1] nerdosis

Top Hashtags in Tweet in G7:
[26] idtwitter
[26] medtwitter
[8] stds
[6] sexualhealth
[3] std
[3] stdmonth
[2] sti
[1] untreatable
[1] urologist
[1] superbug

Top Hashtags in Tweet in G8:
[2] idtwitter
[1] eccmid2019

Top Hashtags in Tweet in G9:
[5] idtwitter
[2] medtwitter
[1] drc
[1] cameroon
[1] globalhealth
[1] idproblems
[1] eccmid2019
[1] womeninid

Top Hashtags in Tweet in G10:
[1] idtwitter

Top Words
Top Words in Tweet in Entire Graph:
[371] Words in Sentiment List#1: Positive
[493] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[14743] Non-categorized Words
[15607] Total Words
[632] #idtwitter
[287] #eccmid2019
[219] new
[121] patients
[121] #idmeded

Top Words in Tweet in G1:
[372] #idtwitter
[243] #eccmid2019
[184] new
[100] patients
[95] #idmeded
[81] infectious
[80] escmid
[74] review
[65] diseases
[58] article

Top Words in Tweet in G2:
[15] #idtwitter
[4] drjootz
[4] gonzalobearman
[4] doctorfungus
[3] h_babcock
[3] sujitsuchindran
[3] eliowa
[3] dan_diekema
[3] burnhambugdoc
[3] mddreamchaser

Top Words in Tweet in G3:
[45] #idtwitter
[32] id
[24] cases
[23] infections
[23] #eccmid2019
[21] management
[21] invasive
[21] practical
[20] breakthrough
[20] fungal

Top Words in Tweet in G4:
[68] #idtwitter
[24] torontoiddoc
[15] idsainfo
[15] #meded
[13] paulsaxmd
[13] iupedsid
[12] darcy_id_doc
[12] iddocadi
[12] sebpoule
[12] drjrmarcelin

Top Words in Tweet in G5:
[36] #idtwitter
[23] article
[22] #pharmacy
[18] new
[16] using
[16] one
[15] two
[15] profs
[15] mk_idpharm
[15] bwdionne

Top Words in Tweet in G6:
[24] #idtwitter
[9] carlosdelrio7
[8] prof
[5] dmaronoff
[5] yeast
[5] meets
[5] mold
[5] beauty
[5] #microrounds
[5] colleenkraftmd

Top Words in Tweet in G7:
[27] #idtwitter
[27] #medtwitter
[19] mycoplasma
[18] genitalium
[17] cdcgov
[15] cdcdirector
[13] help
[11] t
[9] #stds
[9] untreatable

Top Words in Tweet in G8:
[2] #idtwitter

Top Words in Tweet in G9:
[6] #idtwitter
[3] #medtwitter
[3] physician
[3] great
[2] global
[2] pih
[2] spent
[2] 20
[2] minutes
[2] explaining

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[113] #eccmid2019,#idtwitter
[108] #idtwitter,#idmeded
[76] infectious,diseases
[52] patients,#idtwitter
[52] #cmi,escmid
[52] infections,due
[46] critically,ill
[46] ill,patients
[46] highest,number
[46] number,abstracts

Top Word Pairs in Tweet in G1:
[85] #idtwitter,#idmeded
[79] #eccmid2019,#idtwitter
[65] infectious,diseases
[48] #cmi,escmid
[48] infections,due
[47] patients,#idtwitter
[45] highest,number
[45] number,abstracts
[42] ironically,country
[42] country,highest

Top Word Pairs in Tweet in G2:
[2] keith_s_kaye,nofishman
[2] nofishman,uchicagocmo
[2] uchicagocmo,payal_patel
[2] payal_patel,drjanpatterson
[2] drjanpatterson,doctorfungus
[2] h_babcock,sujitsuchindran
[2] sujitsuchindran,emilymichelel
[2] emilymichelel,preetinmalani
[2] preetinmalani,drjootz
[2] nicely,done

Top Word Pairs in Tweet in G3:
[20] management,breakthrough
[20] breakthrough,invasive
[20] invasive,fungal
[20] fungal,infections
[20] infections,without
[20] without,confirmed
[20] confirmed,diagnoses
[20] diagnoses,challenging
[20] challenging,id
[20] id,cases

Top Word Pairs in Tweet in G4:
[12] darcy_id_doc,torontoiddoc
[12] torontoiddoc,idsainfo
[12] idsainfo,iddocadi
[12] iddocadi,sebpoule
[12] sebpoule,drjrmarcelin
[12] drjrmarcelin,jdcooperid
[12] jdcooperid,shohamtxid
[12] shohamtxid,paulsaxmd
[12] paulsaxmd,breeweaver
[12] breeweaver,kabourgi

Top Word Pairs in Tweet in G5:
[15] new,article
[15] article,two
[15] two,profs
[15] profs,mk_idpharm
[15] mk_idpharm,bwdionne
[15] bwdionne,students
[15] students,andriadangg
[15] andriadangg,brpharmacist
[15] brpharmacist,monipatt
[15] monipatt,soontobepharmd

Top Word Pairs in Tweet in G6:
[5] yeast,meets
[5] meets,mold
[5] mold,beauty
[5] beauty,#microrounds
[5] #microrounds,#idtwitter
[5] #idtwitter,colleenkraftmd
[5] colleenkraftmd,carlosdelrio7
[5] carlosdelrio7,janecyoon
[5] janecyoon,boghuma
[5] boghuma,natesummrsa

Top Word Pairs in Tweet in G7:
[22] #idtwitter,#medtwitter
[18] mycoplasma,genitalium
[7] cdcdirector,cdcgov
[5] isn,t
[5] #medtwitter,#idtwitter
[5] 3rd,line
[4] cdcgov,work
[4] help,suffering
[4] cdcgov,cdcdirector
[3] genitalium,isn

Top Word Pairs in Tweet in G9:
[3] #medtwitter,#idtwitter
[2] spent,20
[2] 20,minutes
[2] minutes,explaining
[2] explaining,patients
[2] patients,infection
[2] infection,thanked
[2] thanked,great
[2] great,social
[2] social,worker

Top Replied-To
Top Replied-To in Entire Graph:
@sairabt
@taymorrisette
@escmid
@drtoddlee
@fungaldoc
@tmrawson
@us_fda
@idse_online
@taescmid
@crissufe

Top Replied-To in G1:
@taymorrisette
@escmid
@drtoddlee
@tmrawson
@taescmid
@germhuntermd
@djfmack
@bdubrx
@j_sandoe
@southafricanasp

Top Replied-To in G2:
@pranavi_md

Top Replied-To in G3:
@nytimes

Top Replied-To in G4:
@sairabt
@womeninmedchat
@angelickott
@fungaldoc

Top Replied-To in G6:
@sairabt
@fungaldoc
@dmaronoff

Top Replied-To in G7:
@us_fda
@cdcgov
@cdcdirector

Top Mentioned
Top Mentioned in Entire Graph:
@escmid
@jesusrbano
@asmicrobiology
@bsacandjac
@taescmid
@sidpharm
@torontoiddoc
@c_garciavidal
@idstewardship
@mk_idpharm

Top Mentioned in G1:
@escmid
@jesusrbano
@asmicrobiology
@bsacandjac
@sidpharm
@taescmid
@nytimes
@idpharmacometrx
@absteward
@esicm

Top Mentioned in G2:
@drjootz
@gonzalobearman
@doctorfungus
@h_babcock
@sujitsuchindran
@eliowa
@dan_diekema
@burnhambugdoc
@mddreamchaser
@dr_dmorgan

Top Mentioned in G3:
@c_garciavidal
@ualberta
@iddocjen
@escmid
@idpittstop
@ucla_id
@idhubfsg
@jesusrbano
@unmc_id
@washuid

Top Mentioned in G4:
@torontoiddoc
@idsainfo
@paulsaxmd
@iupedsid
@darcy_id_doc
@iddocadi
@sebpoule
@drjrmarcelin
@jdcooperid
@shohamtxid

Top Mentioned in G5:
@mk_idpharm
@bwdionne
@andriadangg
@brpharmacist
@monipatt
@soontobepharmd
@idstewardship
@accp
@jaccpjournal
@pharmacojournal

Top Mentioned in G6:
@carlosdelrio7
@colleenkraftmd
@janecyoon
@boghuma
@natesummrsa
@ncicancer
@mdandersonnews
@rwalensky
@drjeannem
@paulsaxmd

Top Mentioned in G7:
@cdcgov
@cdcdirector
@sanofi
@cdc_ncezid
@cdcstd
@fda
@hologic
@speedx
@fdacommissioner
@us_fda

Top Mentioned in G8:
@drelleneaton
@tmccarty2010
@martinr43087111
@msaagmd
@drjeannem
@mlbrownrx
@sonyaheathmd
@aadiamd
@jodie_dionne
@ltmatthews

Top Mentioned in G9:
@pih
@womeninmedicine
@harvardgh
@somedocs
@idsainfo
@franciscomarty_
@carlosdelrio7
@paulsaxmd
@joiamukherjee

Top Mentioned in G10:
@hannahnam11
@michaelisonmd
@sajaltanna
@tstosor
@btaiwo2
@kelly_bachta
@egonozer
@nm_idsteward

Top Tweeters
Top Tweeters in Entire Graph:
@nytimes
@evidencerobot
@markowenmartin
@cdcstd
@irenemate
@chrisrcason
@tamyta2001
@marya_483
@denisedavidson
@mededbot

Top Tweeters in G1:
@nytimes
@evidencerobot
@irenemate
@tamyta2001
@marya_483
@cimesalvador
@jjcrazydiamond
@kadsho
@gavalda_j
@msg0816

Top Tweeters in G2:
@ameshaa
@eliowa
@preetinmalani
@helennewland
@michaeldavid80
@a2binny
@shea_epi
@h_babcock
@dr_mike_stevens
@drjanpatterson

Top Tweeters in G3:
@ualberta
@iddochymes
@pergamic
@scigirl2010
@adnan_alolaibi
@gferrara1971
@infectio01
@idhubfsg
@sentientmeat
@alirezaabdolra1

Top Tweeters in G4:
@markowenmartin
@chrisrcason
@denisedavidson
@mededbot
@biswapriyamisra
@medpagetoday
@richdavisphd
@maureentaylor31
@newhairdodaily
@petradmd

Top Tweeters in G5:
@onisillos
@idstewardship
@cidrap_asp
@dhpharmd
@mohammedsul10
@milkyrababy
@tbrar
@edurnegamarra
@brxad
@dolorssoy

Top Tweeters in G6:
@carlosdelrio7
@mdandersonnews
@dalregu
@cavecane
@doviewatson
@kellycawcuttmd
@benjaminsutu
@fungaldoc
@dmaronoff
@aiahkhateb

Top Tweeters in G7:
@cdcstd
@cdcgov
@cdcdirector
@cdc_ncezid
@us_fda
@sanofi
@hologic
@mgsuperbug
@speedx
@dashmoto7

Top Tweeters in G8:
@tmccarty2010
@mlbrownrx
@drelleneaton
@doctorrachael
@jobadd
@sonyaheathmd
@msaagmd
@martinr43087111
@aadiamd
@ltmatthews

Top Tweeters in G9:
@pih
@franciscomarty_
@somedocs
@joiamukherjee
@harvardgh
@tacats99
@williamsobekpa
@krutikakuppalli
@womeninmedicine

Top Tweeters in G10:
@michaelisonmd
@mangarone23
@tstosor
@sajaltanna
@egonozer
@btaiwo2
@kelly_bachta
@hannahnam11


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