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http://jamanetwork.com/journals/jama/fullarticle/2610340 since:2017-03-12 until:2017-03-19 since:201
http://jamanetwork.com/journals/jama/fullarticle/2610340 since:2017-03-12 until:2017-03-19 since:201
From:
scotpublichealth
Uploaded on:
March 20, 2017
Short Description:
http://jamanetwork.com/journals/jama/fullarticle/2610340 since:2017-03-12 until:2017-03-19 since:2017-03-12 until:2017-03-19 via NodeXL http://bit.ly/2ng6b6q
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Description:
Description
The graph represents a network of 186 Twitter users whose recent tweets contained "http://jamanetwork.com/journals/jama/fullarticle/2610340 since:2017-03-12 until:2017-03-19 since:2017-03-12 until:2017-03-19", 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, 20 March 2017 at 22:51 UTC.

The tweets in the network were tweeted over the 4-day, 1-hour, 28-minute period from Tuesday, 14 March 2017 at 15:12 UTC to Saturday, 18 March 2017 at 16:40 UTC.

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 : 186
Unique Edges : 452
Edges With Duplicates : 0
Total Edges : 452
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.00234192037470726
Reciprocated Edge Ratio : 0.00467289719626168
Connected Components : 26
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 150
Maximum Edges in a Connected Component : 417
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.96432
Graph Density : 0.0124382446963092
Modularity : 0.117812
NodeXL Version : 1.0.1.375

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[156] http://jamanetwork.com/abusenotice
[3] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031617#.WMsuGMwYOBc.twitter
[1] https://twitter.com/i/web/status/842335264747999234
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_medium=alert&utm_source=JAMALatestIssue&utm_campaign=14-03-2017
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031517#.WMkqhMQc1_I.twitter
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031517#.WMkoICm79_s.twitter
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031517#.WMj57XlUVHw.twitter
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031517#.WMjmR1JYJy0.twitter
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031517#.WMiDHfcbnTQ.twitter
[1] https://www.linkedin.com/slink?code=ezzrbCR

Top URLs in Tweet in G1:
[51] http://jamanetwork.com/abusenotice

Top URLs in Tweet in G2:
[42] http://jamanetwork.com/abusenotice
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031517#.WMkqhMQc1_I.twitter
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031417#.WMhGkP_GCJo.twitter
[1] http://linkis.com/6sY7E
[1] https://twitter.com/i/web/status/841705039999705093
[1] http://linkis.com/rNMAb
[1] https://twitter.com/i/web/status/841684284092104704
[1] http://linkis.com/prYRF
[1] https://twitter.com/i/web/status/841681553277276160

Top URLs in Tweet in G3:
[46] http://jamanetwork.com/abusenotice

Top URLs in Tweet in G4:
[9] http://jamanetwork.com/abusenotice
[3] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031617#.WMsuGMwYOBc.twitter
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031417#.WMgjjmfP2BU.twitter
[1] https://www.linkedin.com/slink?code=ezzrbCR
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031517#.WMiDHfcbnTQ.twitter
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031517#.WMjmR1JYJy0.twitter
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031517#.WMj57XlUVHw.twitter
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031517#.WMkoICm79_s.twitter
[1] https://twitter.com/i/web/status/842335264747999234

Top URLs in Tweet in G5:
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031417#.WMhGw_73Iis.twitter

Top URLs in Tweet in G6:
[3] http://jamanetwork.com/abusenotice

Top URLs in Tweet in G7:
[2] http://jamanetwork.com/abusenotice

Top URLs in Tweet in G8:
[1] http://jamanetwork.com/journals/jama/fullarticle/2610340?utm_medium=alert&utm_source=JAMALatestIssue&utm_campaign=14-03-2017

Top URLs in Tweet in G9:
[2] http://jamanetwork.com/abusenotice

Top URLs in Tweet in G10:
[1] http://jamanetwork.com/abusenotice

Top Domains
Top Domains in Tweet in Entire Graph:
[169] jamanetwork.com
[4] twitter.com
[3] linkis.com
[1] linkedin.com

Top Domains in Tweet in G1:
[51] jamanetwork.com

Top Domains in Tweet in G2:
[44] jamanetwork.com
[3] linkis.com
[3] twitter.com

Top Domains in Tweet in G3:
[46] jamanetwork.com

Top Domains in Tweet in G4:
[18] jamanetwork.com
[1] linkedin.com
[1] twitter.com

Top Domains in Tweet in G5:
[1] jamanetwork.com

Top Domains in Tweet in G6:
[3] jamanetwork.com

Top Domains in Tweet in G7:
[2] jamanetwork.com

Top Domains in Tweet in G8:
[1] jamanetwork.com

Top Domains in Tweet in G9:
[2] jamanetwork.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[135] meded
[2] foamed
[2] physician
[2] patient
[1] narrativemedicine
[1] hpm
[1] communication
[1] patients
[1] questioning
[1] physicians



Top Hashtags in Tweet in G1:
[49] meded

Top Hashtags in Tweet in G2:
[38] meded
[1] physician
[1] communication
[1] patients

Top Hashtags in Tweet in G3:
[45] meded

Top Hashtags in Tweet in G4:
[2] patient
[1] physician
[1] interrupt
[1] meded
[1] patientengagement
[1] questioning
[1] physicians
[1] medicalhistory
[1] narrativemedicine

Top Hashtags in Tweet in G7:
[2] foamed
[2] meded

Top Hashtags in Tweet in G8:
[1] hpm

Top Words
Top Words in Tweet in Entire Graph:
[40] Words in Sentiment List#1: Positive
[60] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[2454] Non-categorized Words
[2554] Total Words
[152] patients
[145] jama_current
[139] listening
[136] importance
[135] meded

Top Words in Tweet in G1:
[50] erictopol
[49] importance
[49] listening
[49] interrupting
[49] patients
[49] jama_current
[49] lmauksch
[49] meded
[48] https
[2] questioning

Top Words in Tweet in G2:
[50] jama_current
[45] patients
[42] listening
[42] interrupting
[41] importance
[40] https
[38] lmauksch
[38] meded
[37] erictopol
[5] improve

Top Words in Tweet in G3:
[46] importance
[46] listening
[46] patients
[46] jama_current
[46] lmauksch
[45] meded
[39] erictopol
[39] interrupting
[38] https
[7] vía

Top Words in Tweet in G4:
[10] questioning
[10] taboo
[7] interruptions
[5] physicians
[4] patient
[4] patients
[3] during
[3] interactions
[2] improve
[2] care

Top Words in Tweet in G5:
[7] pertains
[7] healthcare
[7] professionals
[7] helpful
[7] tips
[7] communicating
[7] patients
[7] questioning
[7] taboo
[6] sccmpresident

Top Words in Tweet in G6:
[2] interrupciones
[2] médico
[2] durante
[2] entrevista
[2] perjudican
[2] comunicación

Top Words in Tweet in G7:
[2] sometimes
[2] physicians
[2] interrupt
[2] trick
[2] excuse
[2] empathize
[2] explain
[2] foamed
[2] meded

Top Words in Tweet in G9:
[2] therapists
[2] interrupt
[2] clients
[2] questioning
[2] taboo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[136] importance,listening
[136] patients,jama_current
[133] jama_current,lmauksch
[131] lmauksch,meded
[130] interrupting,patients
[129] listening,interrupting
[123] erictopol,importance
[123] meded,https
[22] questioning,taboo
[8] listening,patients

Top Word Pairs in Tweet in G1:
[49] importance,listening
[49] listening,interrupting
[49] interrupting,patients
[49] patients,jama_current
[49] jama_current,lmauksch
[49] lmauksch,meded
[48] erictopol,importance
[48] meded,https
[2] questioning,taboo
[2] taboo,h

Top Word Pairs in Tweet in G2:
[41] importance,listening
[41] listening,interrupting
[41] interrupting,patients
[41] patients,jama_current
[38] jama_current,lmauksch
[37] erictopol,importance
[37] lmauksch,meded
[37] meded,https
[4] doctors,interrupt
[4] interrupt,pts

Top Word Pairs in Tweet in G3:
[46] importance,listening
[46] patients,jama_current
[46] jama_current,lmauksch
[45] lmauksch,meded
[39] listening,interrupting
[39] interrupting,patients
[38] erictopol,importance
[38] meded,https
[7] listening,patients
[7] meded,vía

Top Word Pairs in Tweet in G4:
[10] questioning,taboo
[3] physicians,interruptions
[3] interruptions,during
[3] during,interactions
[2] interruptions,improve
[2] care,help
[2] help,patient
[2] patient,physician
[2] physician,make
[2] make,better

Top Word Pairs in Tweet in G5:
[7] pertains,healthcare
[7] healthcare,professionals
[7] professionals,helpful
[7] helpful,tips
[7] tips,communicating
[7] communicating,patients
[7] patients,questioning
[7] questioning,taboo
[6] sccmpresident,pertains

Top Word Pairs in Tweet in G6:
[2] interrupciones,médico
[2] médico,durante
[2] durante,entrevista
[2] entrevista,perjudican
[2] perjudican,comunicación

Top Word Pairs in Tweet in G7:
[2] sometimes,physicians
[2] physicians,interrupt
[2] interrupt,trick
[2] trick,excuse
[2] excuse,empathize
[2] empathize,explain
[2] explain,foamed
[2] foamed,meded

Top Word Pairs in Tweet in G9:
[2] therapists,interrupt
[2] interrupt,clients
[2] clients,questioning
[2] questioning,taboo

Top Replied-To
Top Replied-To in Entire Graph:
@mgalandejuana

Top Replied-To in G6:
@mgalandejuana

Top Mentioned
Top Mentioned in Entire Graph:
@jama_current
@lmauksch
@erictopol
@mlazqui
@sccmpresident
@loebstacy
@amypearsonmd
@pablo_flors
@isabellescholl
@jamanetwork

Top Mentioned in G1:
@erictopol
@jama_current
@lmauksch
@marcobiotech

Top Mentioned in G2:
@jama_current
@lmauksch
@erictopol
@loebstacy
@isabellescholl

Top Mentioned in G3:
@jama_current
@lmauksch
@erictopol
@mlazqui

Top Mentioned in G4:
@jpusdin

Top Mentioned in G5:
@sccmpresident

Top Mentioned in G6:
@pablo_flors

Top Mentioned in G7:
@amypearsonmd

Top Mentioned in G8:
@jamanetwork

Top Mentioned in G9:
@coyneoftherealm

Top Mentioned in G10:
@lmauksch
@lisasandersmd
@erictopol

Top Tweeters
Top Tweeters in Entire Graph:
@kevinfitts
@starpratama
@galarole08
@marilyncapps
@mogulazam
@tomvarghesejr
@subatomicdoc
@famartinez2001
@drjfrank
@mgalandejuana

Top Tweeters in G1:
@marilyncapps
@mogulazam
@tomvarghesejr
@famartinez2001
@drjfrank
@creddingvye
@chriscordobamd
@alemorales67
@barbpsl
@erictopol

Top Tweeters in G2:
@starpratama
@galarole08
@subatomicdoc
@markomanka
@primary_immune1
@fauldsca
@jama_current
@niallcrumlish
@mecuenzo
@marilynmann

Top Tweeters in G3:
@zaynakhayat
@drrobertglatter
@manyonyimulimah
@mlazqui
@inchipinchi
@jenncabe
@farmaonco
@fsgoldstein
@hashisnme
@cureforward

Top Tweeters in G4:
@kevinfitts
@meganranney
@melodymoezzi
@angelovolandes
@davidjvaughan
@richelmore
@eleduenolanado
@markjeffery4
@acpdecisions
@aretha_d_davis

Top Tweeters in G5:
@stella_navarro
@avibhar
@dongyue
@sccm
@sccmpresident
@aartisarwal
@rasulanesth03

Top Tweeters in G6:
@mgalandejuana
@guabineoexpress
@pablo_flors

Top Tweeters in G7:
@deepak_neuro
@amypearsonmd

Top Tweeters in G8:
@jamanetwork
@dspacl

Top Tweeters in G9:
@coyneoftherealm
@betteraccess

Top Tweeters in G10:
@eschattner
@lisasandersmd