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http://jamanetwork.com/journals/jama/article-abstract/2607813 Twitter NodeXL SNA Map and Report for
http://jamanetwork.com/journals/jama/article-abstract/2607813 Twitter NodeXL SNA Map and Report for
From:
scotpublichealth
Uploaded on:
March 20, 2017
Short Description:
http://jamanetwork.com/journals/jama/article-abstract/2607813 via NodeXL http://bit.ly/2nXBuzO
@jama_current
@erictopol
@a
@healthierit

Description:
Description
The graph represents a network of 79 Twitter users whose recent tweets contained "http://jamanetwork.com/journals/jama/article-abstract/2607813", 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 23:05 UTC.

The tweets in the network were tweeted over the 6-day, 6-hour, 7-minute period from Tuesday, 14 March 2017 at 15:00 UTC to Monday, 20 March 2017 at 21:07 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 : 79
Unique Edges : 164
Edges With Duplicates : 0
Total Edges : 164
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0.00689655172413793
Reciprocated Edge Ratio : 0.0136986301369863
Connected Components : 17
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 42
Maximum Edges in a Connected Component : 117
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.78232
Graph Density : 0.023693605972087
Modularity : 0.424078
NodeXL Version : 1.0.1.375

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[41] http://jamanetwork.com/journals/jama/article-abstract/2607813?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=030717
[38] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association
[11] http://jamanetwork.com/abusenotice
[8] http://jamanetwork.com/journals/jama/fullarticle/2607813
[6] http://jamanetwork.com/journals/jama/fullarticle/2607813?utm_content=buffer4c2ff&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://jamanetwork.com/journals/jama/fullarticle/2607813?utm_content=buffer3fef3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://jamanetwork.com/journals/jama/fullarticle/2607813?utm_content=buffer0f7b3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://jamanetwork.com/journals/jama/article-abstract/2607813
[3] https://twitter.com/i/web/status/841465313082322944
[2] http://linkis.com/jamanetwork.com/jour/1Txie

Top URLs in Tweet in G1:
[41] http://jamanetwork.com/journals/jama/article-abstract/2607813?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=030717
[38] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association
[3] https://twitter.com/i/web/status/841465313082322944
[1] http://jamanetwork.com/journals/jama/fullarticle/2607813?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031817#.WM2YxcxfSso.twitter

Top URLs in Tweet in G2:
[6] http://jamanetwork.com/journals/jama/fullarticle/2607813?utm_content=buffer4c2ff&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://jamanetwork.com/journals/jama/fullarticle/2607813?utm_content=buffer3fef3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://jamanetwork.com/journals/jama/fullarticle/2607813
[5] http://jamanetwork.com/journals/jama/fullarticle/2607813?utm_content=buffer0f7b3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[3] http://jamanetwork.com/abusenotice
[2] http://jamanetwork.com/journals/jama/fullarticle/2607813
[1] http://jamanetwork.com/journals/jama/fullarticle/2607813?utm_source=facebook&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031417#.WMhYM4t_5J8.facebook
[1] http://jamanetwork.com/journals/jama/fullarticle/2607813?utm_campaign=crowdfire&utm_content=crowdfire&utm_medium=social&utm_source=twitter#724252889640640517-tw#1489583195280
[1] http://jamanetwork.com/journals/jama/fullarticle/2607813?utm_source=facebook&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031817#.WM1FchcIwMc.facebook
[1] http://jamanetwork.com/journals/jama/article-abstract/2607813
[1] http://jamanetwork.com/journals/jama/fullarticle/2607813?utm_content=bufferb4d1b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[6] http://jamanetwork.com/abusenotice

Top URLs in Tweet in G5:
[3] http://jamanetwork.com/journals/jama/article-abstract/2607813

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

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

Top URLs in Tweet in G8:
[2] http://linkis.com/jamanetwork.com/jour/1Txie

Top Domains
Top Domains in Tweet in Entire Graph:
[86] jamanetwork.com
[38] annals.org
[3] twitter.com
[2] linkis.com

Top Domains in Tweet in G1:
[42] jamanetwork.com
[38] annals.org
[3] twitter.com

Top Domains in Tweet in G2:
[23] jamanetwork.com

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

Top Domains in Tweet in G4:
[6] jamanetwork.com

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[66] diabetes
[41] t2dm
[2] acc17
[1] telemedicine
[1] telehealth



Top Hashtags in Tweet in G1:
[41] diabetes
[41] t2dm

Top Hashtags in Tweet in G2:
[23] diabetes

Top Hashtags in Tweet in G3:
[2] diabetes

Top Hashtags in Tweet in G6:
[1] telemedicine
[1] telehealth

Top Hashtags in Tweet in G8:
[2] acc17

Top Words
Top Words in Tweet in Entire Graph:
[42] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1071] Non-categorized Words
[1113] Total Words
[118] 2
[103] diabetes
[51] 2017
[41] managing
[41] good

Top Words in Tweet in G1:
[83] 2
[42] diabetes
[41] managing
[41] 2017
[41] good
[41] summaries
[41] t2dm
[41] 1
[41] jama_current
[39] v

Top Words in Tweet in G2:
[46] diabetes
[23] management
[23] type
[23] 2
[23] 2017getting
[23] goal
[5] uccharting
[5] healthierit
[5] cmiller1225
[4] tzack16

Top Words in Tweet in G3:
[11] diabetes
[8] 2
[7] management
[7] type
[3] 2017getting
[3] goal
[2] million
[2] jama

Top Words in Tweet in G4:
[6] jama
[6] recomendaciones
[6] manejo
[6] dm2
[6] 2017
[5] farmaciaoesteap

Top Words in Tweet in G5:
[3] manejo
[3] dm2
[2] lauradiego_

Top Words in Tweet in G8:
[2] management
[2] type
[2] 2
[2] diabetes
[2] 2017
[2] jama
[2] acc17

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[44] diabetes,2017
[41] managing,diabetes
[41] 2017,2
[41] good,summaries
[41] summaries,t2dm
[41] t2dm,1
[41] 1,jama_current
[41] jama_current,2
[39] 2,v
[39] v,good

Top Word Pairs in Tweet in G1:
[41] managing,diabetes
[41] diabetes,2017
[41] 2017,2
[41] good,summaries
[41] summaries,t2dm
[41] t2dm,1
[41] 1,jama_current
[41] jama_current,2
[39] 2,v
[39] v,good

Top Word Pairs in Tweet in G2:
[23] management,type
[23] type,2
[23] 2,diabetes
[23] diabetes,2017getting
[23] 2017getting,goal
[23] goal,diabetes
[5] uccharting,management
[5] healthierit,management
[5] cmiller1225,management
[4] tzack16,management

Top Word Pairs in Tweet in G3:
[7] management,type
[7] type,2
[7] 2,diabetes
[3] diabetes,2017getting
[3] 2017getting,goal
[2] goal,diabetes

Top Word Pairs in Tweet in G4:
[6] jama,recomendaciones
[6] recomendaciones,manejo
[6] manejo,dm2
[6] dm2,2017
[5] farmaciaoesteap,jama

Top Word Pairs in Tweet in G5:
[3] manejo,dm2
[2] lauradiego_,manejo

Top Word Pairs in Tweet in G8:
[2] management,type
[2] type,2
[2] 2,diabetes
[2] diabetes,2017
[2] 2017,jama
[2] jama,acc17

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jama_current
@erictopol
@a
@uccharting
@healthierit
@cmiller1225
@farmaciaoesteap
@tzack16
@lauradiego_
@mariagg26

Top Mentioned in G1:
@jama_current
@erictopol
@a

Top Mentioned in G2:
@uccharting
@healthierit
@cmiller1225
@tzack16

Top Mentioned in G4:
@farmaciaoesteap

Top Mentioned in G5:
@lauradiego_

Top Mentioned in G6:
@lumiradx
@sumitknagpal

Top Mentioned in G7:
@mariagg26

Top Mentioned in G8:
@drskharlamov

Top Tweeters
Top Tweeters in Entire Graph:
@kevinfitts
@nemesida07
@drferdowsi
@cmiller1225
@drskharlamov
@tomvarghesejr
@rafavidalperez
@andreapeter23
@piggybankpeople
@heartotxheartmd

Top Tweeters in G1:
@nemesida07
@drferdowsi
@tomvarghesejr
@rafavidalperez
@andreapeter23
@heartotxheartmd
@jama_current
@mikegcraig
@mecuenzo
@a

Top Tweeters in G2:
@cmiller1225
@piggybankpeople
@fancyfinancy
@healthierit
@roboschmobo
@healthycarnivor
@portfoliopenny
@tzack16
@howieregay
@uccharting

Top Tweeters in G3:
@kevinfitts
@adamgdunn
@sergiobarbaecua
@revistamfsamfyc
@imlahart
@tradingpharma
@onemedworld
@regencells
@remhealthcheck
@sdc_tt

Top Tweeters in G4:
@farmaciaoesteap
@itziarlarrodele
@mlainezs
@cimfarmaciachua
@claraalavedra
@12petalos

Top Tweeters in G5:
@gladysben
@lauradiego_
@silviareboredo

Top Tweeters in G6:
@lumiradx
@sumitknagpal
@alangilbert33

Top Tweeters in G7:
@mariagg26
@jdavidarjona

Top Tweeters in G8:
@drskharlamov
@dr_cfp