#SMARTmi2019, Twitter, 5/11/2019 8:23:53 AM, 196420


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#SMARTmi2019 Twitter NodeXL SNA Map and Report for Saturday, 11 May 2019 at 07:53 UTC
#SMARTmi2019 Twitter NodeXL SNA Map and Report for Saturday, 11 May 2019 at 07:53 UTC
From:
scotpublichealth
Uploaded on:
May 11, 2019
Short Description:
#SMARTmi2019 via NodeXL http://bit.ly/2VuXuaD
@avkwong
@foamecmo
@smart_meeting_m
@criticcaredoc
@fluid_academy
@sranesthesiaicu
@simonredaellimd
@giovannilandoni
@tscquizzato
@iceman_ex

Top hashtags:
#smartmi2019
#ecmo
#foamed
#pocus
#some
#foamcc
#ards
#ecls

Description:
Description
The graph represents a network of 440 Twitter users whose recent tweets contained "#SMARTmi2019", 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, 11 May 2019 at 07:55 UTC.

The tweets in the network were tweeted over the 8-day, 12-hour, 24-minute period from Thursday, 02 May 2019 at 18:21 UTC to Saturday, 11 May 2019 at 06:46 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 : 440
Unique Edges : 1255
Edges With Duplicates : 2602
Total Edges : 3857
Self-Loops : 181
Reciprocated Vertex Pair Ratio : 0.0962869729389553
Reciprocated Edge Ratio : 0.175660160734788
Connected Components : 12
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 417
Maximum Edges in a Connected Component : 3831
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.525359
Graph Density : 0.00901843031683578
Modularity : 0.230409
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] http://www.spacer.org.uk/ultrasound-at-smartmi2019-pocus/
[12] https://www.ncbi.nlm.nih.gov/m/pubmed/29614239/?i=1&from=ecmo
[12] https://ccforum.biomedcentral.com/articles/10.1186/s13054-019-2334-8
[7] https://twitter.com/FOAMecmo/status/1126139048274407424
[7] https://www.ncbi.nlm.nih.gov/pubmed/30280261
[7] http://atm.amegroups.com/article/view/20033
[5] https://www.ncbi.nlm.nih.gov/pubmed/31025221
[4] https://twitter.com/negroalessandra/status/1126763612595298307
[4] https://journals.lww.com/em-news/Pages/collectiondetails.aspx?TopicalCollectionId=45
[4] https://twitter.com/avkwong/status/1126045075769909249

Top URLs in Tweet in G1:
[14] http://www.spacer.org.uk/ultrasound-at-smartmi2019-pocus/
[7] http://atm.amegroups.com/article/view/20033
[5] https://www.ncbi.nlm.nih.gov/pubmed/30280261
[5] https://www.ncbi.nlm.nih.gov/pubmed/31025221
[4] https://twitter.com/FOAMecmo/status/1126139048274407424
[4] https://journals.lww.com/em-news/Pages/collectiondetails.aspx?TopicalCollectionId=45
[3] https://www.ncbi.nlm.nih.gov/pubmed/19945597
[2] https://www.ncbi.nlm.nih.gov/pubmed/29806057
[2] https://www.ncbi.nlm.nih.gov/pubmed/26836896
[2] https://www.ncbi.nlm.nih.gov/pubmed/27530995

Top URLs in Tweet in G2:
[9] https://www.ncbi.nlm.nih.gov/m/pubmed/29614239/?i=1&from=ecmo
[9] https://ccforum.biomedcentral.com/articles/10.1186/s13054-019-2334-8
[5] http://www.spacer.org.uk/ultrasound-at-smartmi2019-pocus/
[3] https://www.smartonweb.org/smart-talks/
[1] https://twitter.com/FOAMecmo/status/1126139048274407424
[1] https://www.atsjournals.org/doi/abs/10.1164/rccm.201812-2342OC
[1] https://insights.ovid.com/pubmed?pmid=27984321
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5468503/
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2818%2930265-0%2Ffulltext&rc=0
[1] https://www.ncbi.nlm.nih.gov/pubmed/26836896

Top URLs in Tweet in G3:
[3] https://twitter.com/SRAnesthesiaICU/status/1125809460939776001
[3] https://twitter.com/negroalessandra/status/1126763612595298307
[2] https://www.ncbi.nlm.nih.gov/pubmed/28528561/
[2] https://www.ncbi.nlm.nih.gov/pubmed/29742967/
[2] https://www.nejm.org/doi/full/10.1056/NEJMoa1816476?cookieSet=1
[2] https://twitter.com/foamecmo/status/1126073081473196032
[1] https://www.slideshare.net/TommasoScquizzato/social-media-use-by-italian-critical-care-doctors-and-nurses-30-smart-144782031
[1] https://twitter.com/sranesthesiaicu/status/1125768409306812416
[1] https://twitter.com/SRAnesthesiaICU/status/1125768409306812416
[1] http://ccforum.biomedcentral.com/articles/10.1186/s13054-016-1560-6

Top URLs in Tweet in G4:
[3] https://twitter.com/avkwong/status/1126045075769909249
[2] https://www.smartonweb.org/
[1] https://goo.gl/zETRqj
[1] https://twitter.com/negroalessandra/status/1126763612595298307
[1] https://twitter.com/espnic_society/status/1126024826500591617

Top URLs in Tweet in G6:
[2] https://www.ncbi.nlm.nih.gov/pubmed/30280261
[1] https://www.ncbi.nlm.nih.gov/pubmed/29806057
[1] https://twitter.com/FOAMecmo/status/1126139048274407424

Top URLs in Tweet in G7:
[1] https://twitter.com/chileenergia/status/1125749611874930689

Top URLs in Tweet in G8:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4423646/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6451231/
[1] https://ripl.com/

Top URLs in Tweet in G9:
[1] https://www.facebook.com/theGRIPavia/posts/654320898366962
[1] https://twitter.com/avkwong/status/1126406048301092864

Top URLs in Tweet in G10:
[1] https://www.cnsystems.com/news-events/upcoming-events/eventdetail/88/-/smart-2019-seda

Top Domains
Top Domains in Tweet in Entire Graph:
[55] nih.gov
[33] twitter.com
[22] org.uk
[15] biomedcentral.com
[7] amegroups.com
[5] smartonweb.org
[4] lww.com
[3] nejm.org
[3] atsjournals.org
[2] followthehashtag.com

Top Domains in Tweet in G1:
[34] nih.gov
[16] org.uk
[10] twitter.com
[7] amegroups.com
[4] biomedcentral.com
[4] lww.com
[2] atsjournals.org
[2] youtube.com
[2] followthehashtag.com
[1] instagram.com

Top Domains in Tweet in G2:
[11] nih.gov
[9] biomedcentral.com
[5] org.uk
[3] smartonweb.org
[1] twitter.com
[1] atsjournals.org
[1] ovid.com
[1] elsevierhealth.com

Top Domains in Tweet in G3:
[14] twitter.com
[5] nih.gov
[2] biomedcentral.com
[2] nejm.org
[1] slideshare.net
[1] elsevier.com
[1] amazon.it
[1] plos.org
[1] org.uk

Top Domains in Tweet in G4:
[5] twitter.com
[2] smartonweb.org
[1] goo.gl

Top Domains in Tweet in G6:
[3] nih.gov
[1] twitter.com

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

Top Domains in Tweet in G8:
[2] nih.gov
[1] ripl.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[911] smartmi2019
[138] ecmo
[128] foamed
[98] pocus
[87] some
[82] foamcc
[57] ards
[51] ecls
[31] criticalcare
[30] mcs



Top Hashtags in Tweet in G1:
[347] smartmi2019
[65] pocus
[30] foamed
[29] ecmo
[21] acs
[19] some
[15] iap
[13] reboa
[11] mcs
[10] intestinal

Top Hashtags in Tweet in G2:
[118] smartmi2019
[76] ecmo
[33] ards
[31] ecls
[18] pocus
[17] foamed
[16] some
[12] foamcc
[12] mcs
[11] lvad

Top Hashtags in Tweet in G3:
[273] smartmi2019
[48] foamed
[35] foamcc
[30] some
[30] ecmo
[22] aki
[16] criticalcare
[16] tee
[15] cardiovasoactive
[15] anesthesia

Top Hashtags in Tweet in G4:
[65] smartmi2019
[12] simulation
[9] broselowtape
[8] some
[5] medigasitalia
[4] icu
[3] criticalcare
[3] emergencymedicine
[3] vam
[3] ventilazione

Top Hashtags in Tweet in G5:
[33] smartmi2019
[19] foamcc
[19] foamed
[10] some
[6] criticalcare
[3] icunurse
[3] foamecmo
[2] smartnurses
[2] foamped
[2] meded

Top Hashtags in Tweet in G6:
[35] smartmi2019
[8] foamed
[4] pocus
[3] optiniv
[2] echofirst
[2] some
[1] icu
[1] criticalcare
[1] anesthesia
[1] antimicrobialresistance

Top Hashtags in Tweet in G7:
[1] celulare
[1] mobility
[1] energyefficiency
[1] smartcity
[1] smartphone
[1] smartmi2019

Top Hashtags in Tweet in G8:
[21] smartmi2019
[7] foamcc
[6] foamed
[5] sepsis
[2] capnography
[2] deadspace
[2] shock
[2] vitaminc
[2] openaccess
[2] some

Top Hashtags in Tweet in G9:
[11] smartmi2019
[4] smartmeetingmilan
[3] glidescope
[3] airwaymanagement
[3] intubation
[2] anesthesiology
[1] thegripavia
[1] airways
[1] singleuse
[1] anesthesia

Top Hashtags in Tweet in G10:
[2] smartmi2019
[2] cnsystems

Top Words
Top Words in Tweet in Entire Graph:
[1439] Words in Sentiment List#1: Positive
[1126] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[39198] Non-categorized Words
[41763] Total Words
[1664] #smartmi2019
[415] smart_meeting_m
[332] p
[266] #foamed
[213] #foamcc

Top Words in Tweet in G1:
[559] #smartmi2019
[93] smart_meeting_m
[88] avkwong
[74] #pocus
[70] p
[61] use
[57] #foamed
[53] manu_malbrain
[53] sepsis
[48] icu

Top Words in Tweet in G2:
[307] #smartmi2019
[145] p
[96] #ecmo
[70] w
[63] vs
[50] use
[42] lt
[41] severe
[39] lung
[37] quality

Top Words in Tweet in G3:
[531] #smartmi2019
[179] smart_meeting_m
[109] #foamed
[105] giovannilandoni
[101] #foamcc
[85] gicobellani
[80] foamecmo
[61] michele_mondino
[58] manu_malbrain
[54] aea_rubino

Top Words in Tweet in G4:
[113] #smartmi2019
[57] smart_meeting_m
[32] p
[18] #foamed
[16] care
[14] situ
[12] estimate
[12] #simulation
[12] gicobellani
[12] simulation

Top Words in Tweet in G5:
[42] #smartmi2019
[30] #foamed
[27] #foamcc
[20] foamecmo
[11] smart_meeting_m
[10] #some
[9] avkwong
[8] alby_lucchini
[8] italian
[8] #criticalcare

Top Words in Tweet in G6:
[68] #smartmi2019
[35] smart_meeting_m
[34] p
[17] mayopccm
[12] dr
[11] yoshida
[11] spontaneous
[11] ards
[11] monitoring
[10] breathing

Top Words in Tweet in G8:
[25] #smartmi2019
[8] #foamcc
[7] #foamed
[6] drleoheunks
[6] smart_meeting_m
[6] paul
[6] marik
[5] great
[5] #sepsis
[4] gicobellani

Top Words in Tweet in G9:
[11] #smartmi2019
[5] meeting
[5] 8
[5] milan
[5] presente
[4] assimedici
[4] è
[4] allo
[4] smart
[4] 10

Top Words in Tweet in G10:
[2] attending
[2] #smartmi2019
[2] meeting
[2] next
[2] week
[2] milan
[2] don
[2] t
[2] forget
[2] visit

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[158] #smartmi2019,smart_meeting_m
[140] #foamed,#foamcc
[93] #smartmi2019,#foamed
[68] #smartmi2019,gicobellani
[65] #foamcc,#foamed
[60] driving,p
[59] gicobellani,foamecmo
[57] spontaneous,breathing
[57] foamecmo,manu_malbrain
[52] smart_meeting_m,#smartmi2019

Top Word Pairs in Tweet in G1:
[50] #smartmi2019,smart_meeting_m
[34] spontaneous,breathing
[32] smart_meeting_m,avkwong
[31] avkwong,gas_craic
[26] gas_craic,manu_malbrain
[23] #foamed,#foamcc
[21] #pocus,#smartmi2019
[20] sepsis,#smartmi2019
[18] #smartmi2019,#foamed
[18] biomarkers,sepsis

Top Word Pairs in Tweet in G2:
[32] driving,p
[31] t,#smartmi2019
[28] severe,#ards
[28] plateau,p
[26] combes,#smartmi2019
[26] #foamcc,#foamed
[21] l,#smartmi2019
[21] langer,t
[20] breath,efforts
[20] #foamed,#foamecmo

Top Word Pairs in Tweet in G3:
[80] #foamed,#foamcc
[57] #smartmi2019,gicobellani
[49] #smartmi2019,#foamed
[46] gicobellani,foamecmo
[46] foamecmo,manu_malbrain
[45] #smartmi2019,smart_meeting_m
[43] michele_mondino,pietro_bertini
[42] giovannilandoni,#smartmi2019
[31] smart_meeting_m,aea_rubino
[31] pietro_bertini,#smartmi2019

Top Word Pairs in Tweet in G4:
[24] #smartmi2019,smart_meeting_m
[10] estimate,weight
[10] emergencies,#smartmi2019
[10] #pedsed,#foamped
[10] #foamped,#foamed
[10] carenzmd,fedebarra
[9] first,physical
[9] physical,#broselowtape
[9] #broselowtape,1986
[9] 1986,smartphone

Top Word Pairs in Tweet in G5:
[20] #foamed,#foamcc
[16] #smartmi2019,#foamed
[9] avkwong,foamecmo
[8] #smartmi2019,smart_meeting_m
[8] italian,#criticalcare
[7] #smartmi2019,#foamcc
[7] #foamcc,#foamed
[6] smart_meeting_m,#foamed
[6] #criticalcare,community
[6] #foamcc,avkwong

Top Word Pairs in Tweet in G6:
[25] #smartmi2019,smart_meeting_m
[11] p,#smartmi2019
[10] dr,yoshida
[10] spontaneous,breathing
[8] yoshida,ccmtoronto
[8] ccmtoronto,giving
[8] giving,compelling
[8] compelling,talk
[8] talk,risks
[8] risks,spontaneous

Top Word Pairs in Tweet in G8:
[6] paul,marik
[5] #foamed,#foamcc
[3] #smartmi2019,#foamed
[3] keynote,lecture
[2] drleoheunks,smart_meeting_m
[2] #foamcc,#foamed
[2] great,tutorial
[2] tutorial,#capnography
[2] #capnography,#deadspace
[2] #deadspace,ventilation

Top Word Pairs in Tweet in G9:
[4] assimedici,è
[4] è,presente
[4] presente,allo
[4] allo,smart
[4] smart,meeting
[4] meeting,milan
[4] milan,8
[4] 8,10
[4] 10,maggio
[4] maggio,2019

Top Word Pairs in Tweet in G10:
[2] attending,#smartmi2019
[2] #smartmi2019,meeting
[2] meeting,next
[2] next,week
[2] week,milan
[2] milan,don
[2] don,t
[2] t,forget
[2] forget,visit
[2] visit,#cnsystems

Top Replied-To
Top Replied-To in Entire Graph:
@avkwong
@fluid_academy
@aea_rubino
@drleoheunks
@michele_mondino
@foamecmo
@fabiodoc64
@medest118
@tscquizzato
@etherbicocca

Top Replied-To in G1:
@fluid_academy
@avkwong
@foamecmo
@petrpiza
@gicobellani
@fabiodoc64
@tscquizzato
@drleoheunks
@drealbrecht

Top Replied-To in G2:
@avkwong
@fluid_academy
@foamecmo
@gicobellani
@michele_mondino
@aea_rubino
@drleoheunks

Top Replied-To in G3:
@aea_rubino
@avkwong
@fabiodoc64
@michele_mondino
@etherbicocca
@ppelosi3
@drleoheunks
@fluid_academy
@medest118
@tscquizzato

Top Replied-To in G4:
@drmcecconi
@tscquizzato
@smart_meeting_m

Top Replied-To in G5:
@medest118

Top Replied-To in G6:
@michele_mondino

Top Replied-To in G8:
@drleoheunks
@robykhemanimd
@foamecmo
@avkwong
@smart_meeting_m
@esicmmassimo

Top Mentioned
Top Mentioned in Entire Graph:
@smart_meeting_m
@foamecmo
@gicobellani
@avkwong
@manu_malbrain
@giovannilandoni
@michele_mondino
@aea_rubino
@alby_lucchini
@pietro_bertini

Top Mentioned in G1:
@smart_meeting_m
@avkwong
@manu_malbrain
@gas_craic
@foamecmo
@gicobellani
@iceman_ex
@icmteaching
@spacergroup
@jlvincen

Top Mentioned in G2:
@smart_meeting_m
@foamecmo
@elsoorg
@ecmoed
@avkwong
@gicobellani
@gattinon
@manu_malbrain
@drleoheunks
@aea_rubino

Top Mentioned in G3:
@smart_meeting_m
@giovannilandoni
@gicobellani
@foamecmo
@michele_mondino
@manu_malbrain
@pietro_bertini
@alby_lucchini
@dr_cit
@aea_rubino

Top Mentioned in G4:
@smart_meeting_m
@gicobellani
@avkwong
@carenzmd
@fedebarra
@foamecmo
@paulmarik
@drmcecconi
@dr_cit
@micomilano

Top Mentioned in G5:
@foamecmo
@smart_meeting_m
@avkwong
@alby_lucchini
@cristian_fusi
@ebulleri86
@guimbriaco
@elli_stefano
@teomanici
@stebam1970

Top Mentioned in G6:
@smart_meeting_m
@mayopccm
@ccmtoronto
@smhcoemv
@gattinon
@criticcaredoc
@aea_rubino
@drleoheunks
@josephhyder
@paulmarik

Top Mentioned in G7:
@iimch
@hitnicole
@oea_citel
@uniquetelco
@mttchile
@srconecta
@gloriahutt

Top Mentioned in G8:
@smart_meeting_m
@drleoheunks
@gicobellani
@avkwong
@manu_malbrain
@gattinon
@docsanga
@foamecmo
@alby_lucchini
@dr_cit

Top Mentioned in G10:
@icu_management

Top Tweeters
Top Tweeters in Entire Graph:
@deluca
@evidencerobot
@iceman_ex
@aidan_baron
@drpandelof1
@mededbot
@mttchile
@traumagasdoc
@drdaleneedham
@miindiasupport

Top Tweeters in G1:
@iceman_ex
@aidan_baron
@traumagasdoc
@drdaleneedham
@asiritrauma1
@ccpractitioner
@thomas1973
@cjohnston1903
@springernature
@kangupy

Top Tweeters in G2:
@virenkaul
@noobiematt
@cliniclascondes
@drkanaris
@unicatt
@drdangayach
@sonophysio
@foamecmo
@caioqualunque
@georgentou1

Top Tweeters in G3:
@evidencerobot
@drpandelof1
@almaximm
@unimib
@riccmartinez
@wilder67
@sandromonesi
@aifa_ufficiale
@intersurgical
@lunacaila

Top Tweeters in G4:
@deluca
@mededbot
@set_fortess
@sorana1965
@phildrummer64
@esa_caves
@phccinfo
@micomilano
@seanie08
@criscevallos79

Top Tweeters in G5:
@fonzo685
@medest118
@sebstefano
@airwaygladiator
@dredcakal
@empillsdoc
@stebam1970
@etsbologna
@dinrandir_em
@empillsblog

Top Tweeters in G6:
@ericdalne
@gallodemoraesmd
@lowelloflondon
@harpreetsgrewa1
@curso_vm
@echofirstb
@kevingibbsmd
@julitasimon
@mayopccm
@smhcoemv

Top Tweeters in G7:
@mttchile
@gloriahutt
@iimch
@uniquetelco
@oea_citel
@sriquelme
@hitnicole
@srconecta

Top Tweeters in G8:
@ryanhardy1110
@radboudumc
@horstie
@icuresearch
@nexcob
@robykhemanimd
@esicmmassimo

Top Tweeters in G9:
@steffanoa
@otavio_ranzani
@assimedici
@eugeniam83
@thegripavia
@glidescopevl

Top Tweeters in G10:
@ehealthmgmt
@icu_management
@cmarolt