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http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-d
From:
scotpublichealth
Uploaded on:
March 20, 2017
Short Description:
http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association since:2017-03-12 until:2017-03-19 via NodeXL http://bit.ly/2nXPHNv
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Description:
Description
The graph represents a network of 209 Twitter users whose recent tweets contained "http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association 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 23:00 UTC.

The tweets in the network were tweeted over the 5-day, 1-hour, 55-minute period from Monday, 13 March 2017 at 22:03 UTC to Saturday, 18 March 2017 at 23:58 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 : 209
Unique Edges : 414
Edges With Duplicates : 9
Total Edges : 423
Self-Loops : 33
Reciprocated Vertex Pair Ratio : 0.00516795865633075
Reciprocated Edge Ratio : 0.0102827763496144
Connected Components : 21
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 188
Maximum Edges in a Connected Component : 402
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.069556
Graph Density : 0.00894828855355171
Modularity : 0.467818
NodeXL Version : 1.0.1.375

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[147] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association
[94] 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
[3] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WMh0UMLdVuo.twitter
[1] https://twitter.com/i/web/status/843184060335886336
[1] https://twitter.com/i/web/status/843131235291553792
[1] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WM0Z8_S8wgx.twitter
[1] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WMsZ2uhfh-E.twitter
[1] http://socl.club/02grzD
[1] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WMp-G-EPogo.twitter
[1] https://twitter.com/i/web/status/842297505496854528

Top URLs in Tweet in G1:
[88] 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
[88] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association
[1] https://twitter.com/i/web/status/841465313082322944

Top URLs in Tweet in G2:
[15] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association
[4] 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
[2] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WMh0UMLdVuo.twitter
[1] https://twitter.com/i/web/status/843131235291553792
[1] https://twitter.com/i/web/status/842079076424781826
[1] https://twitter.com/i/web/status/841775214199472128
[1] https://www.linkedin.com/slink?code=erpRWrB

Top URLs in Tweet in G3:
[27] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association
[1] https://twitter.com/i/web/status/842297505496854528

Top URLs in Tweet in G4:
[5] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association
[1] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WMcXHRN77J4.twitter
[1] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WMdPFl7djm0.twitter
[1] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WMdYeqm-rwN.twitter
[1] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WMgIL_VujHA.twitter
[1] https://twitter.com/i/web/status/841695624768737280
[1] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WMh0UMLdVuo.twitter
[1] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WMh37HJK9Q4.facebook
[1] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WMjoxBJicWg.twitter
[1] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WMkvXgAeXeA.twitter

Top URLs in Tweet in G5:
[1] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WMdIU4qvZ30.twitter
[1] 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
[1] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association

Top URLs in Tweet in G6:
[11] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association
[1] 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

Top URLs in Tweet in G7:
[1] http://annals.org/aim/article/2609290/pharmacologic-therapy-type-2-diabetes-synopsis-2017-american-diabetes-association#.WMhJbOFFe7G.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[162] annals.org
[94] jamanetwork.com
[7] twitter.com
[1] socl.club
[1] linkedin.com

Top Domains in Tweet in G1:
[88] jamanetwork.com
[88] annals.org
[1] twitter.com

Top Domains in Tweet in G2:
[17] annals.org
[4] jamanetwork.com
[3] twitter.com
[1] linkedin.com

Top Domains in Tweet in G3:
[27] annals.org
[1] twitter.com

Top Domains in Tweet in G4:
[16] annals.org
[2] twitter.com
[1] socl.club

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

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

Top Domains in Tweet in G7:
[1] annals.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[134] diabetes
[94] t2dm
[7] metformin
[3] primarycare
[1] sehlelha2017
[1] dm2
[1] diabetestype2
[1] bloodsugar
[1] type2diabetes
[1] ecm



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

Top Hashtags in Tweet in G2:
[43] diabetes
[7] metformin
[4] t2dm
[3] primarycare
[1] cme

Top Hashtags in Tweet in G4:
[1] type2diabetes
[1] ecm
[1] fad
[1] diabetestype2
[1] bloodsugar
[1] diabetes
[1] dm2
[1] sehlelha2017

Top Hashtags in Tweet in G5:
[1] diabetes
[1] t2dm

Top Hashtags in Tweet in G6:
[1] diabetes
[1] t2dm

Top Words
Top Words in Tweet in Entire Graph:
[128] Words in Sentiment List#1: Positive
[1] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3440] Non-categorized Words
[3569] Total Words
[282] 2
[220] diabetes
[195] 2017
[94] managing
[94] v

Top Words in Tweet in G1:
[177] 2
[89] diabetes
[88] managing
[88] 2017
[88] v
[88] good
[88] summaries
[88] t2dm
[88] 1
[88] jama_current

Top Words in Tweet in G2:
[61] diabetes
[57] 2
[49] type
[42] 2017
[42] therapy
[41] annalsofim
[40] standards
[40] pharmacologic
[38] care
[35] synopsis

Top Words in Tweet in G3:
[28] ada
[28] 2017
[19] ann
[19] intern
[19] med
[19] sinopsis
[19] recomendaciones
[19] farmacológico
[19] dm2
[18] tratamiento

Top Words in Tweet in G4:
[21] diabetes
[17] pharmacologic
[17] therapy
[15] 2
[14] type
[12] annals
[12] internal
[12] medicine
[10] american
[9] college

Top Words in Tweet in G5:
[37] diabetes
[20] 2
[19] 2017
[18] pharmacologic
[18] therapy
[18] type
[18] synopsis
[18] ada
[18] standards
[18] medical

Top Words in Tweet in G6:
[11] 2017
[10] ann
[10] intern
[10] med
[10] tto
[10] farmacológico
[10] dm2
[10] sinopsis
[10] recomendaciones
[10] ada

Top Words in Tweet in G7:
[2] pharmacologic
[2] therapy
[2] type
[2] 2
[2] diabetes
[2] annals
[2] internal
[2] medicine
[2] american
[2] college

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[95] diabetes,2017
[94] managing,diabetes
[94] 2017,2
[94] 2,v
[94] v,good
[94] good,summaries
[94] summaries,t2dm
[94] t2dm,1
[94] 1,jama_current
[94] jama_current,2

Top Word Pairs in Tweet in G1:
[88] managing,diabetes
[88] diabetes,2017
[88] 2017,2
[88] 2,v
[88] v,good
[88] good,summaries
[88] summaries,t2dm
[88] t2dm,1
[88] 1,jama_current
[88] jama_current,2

Top Word Pairs in Tweet in G2:
[49] type,2
[49] 2,diabetes
[40] pharmacologic,therapy
[40] therapy,type
[35] standards,medical
[33] synopsis,recommendations
[33] recommendations,2017
[33] 2017,standards
[33] medical,care
[33] care,pharmacologic

Top Word Pairs in Tweet in G3:
[28] ada,2017
[19] ann,intern
[19] intern,med
[19] sinopsis,recomendaciones
[19] farmacológico,dm2
[18] med,ada
[18] 2017,sinopsis
[18] recomendaciones,tratamiento
[18] tratamiento,farmacológico
[17] farmaciaoesteap,ann

Top Word Pairs in Tweet in G4:
[17] pharmacologic,therapy
[14] therapy,type
[14] type,2
[14] 2,diabetes
[12] internal,medicine
[11] annals,internal
[10] diabetes,annals
[9] medicine,american
[9] american,college
[9] college,physicians

Top Word Pairs in Tweet in G5:
[18] pharmacologic,therapy
[18] therapy,type
[18] type,2
[18] 2,diabetes
[18] diabetes,synopsis
[18] synopsis,2017
[18] 2017,ada
[18] ada,standards
[18] standards,medical
[18] medical,care

Top Word Pairs in Tweet in G6:
[10] ann,intern
[10] intern,med
[10] med,tto
[10] tto,farmacológico
[10] farmacológico,dm2
[10] dm2,sinopsis
[10] sinopsis,recomendaciones
[10] recomendaciones,ada
[10] ada,2017
[9] rincondesisifo,ann

Top Word Pairs in Tweet in G7:
[2] pharmacologic,therapy
[2] therapy,type
[2] type,2
[2] 2,diabetes
[2] diabetes,annals
[2] annals,internal
[2] internal,medicine
[2] medicine,american
[2] american,college
[2] college,physicians

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jama_current
@erictopol
@a
@annalsofim
@farmaciaoesteap
@links_medicus
@amdiabetesassn
@rincondesisifo
@juangrvas
@vsnyorker

Top Mentioned in G1:
@jama_current
@erictopol
@a

Top Mentioned in G2:
@annalsofim
@amdiabetesassn
@erictopol
@jama_current
@a
@vsnyorker
@glytec
@asrhinehart
@slealrx

Top Mentioned in G3:
@farmaciaoesteap
@juangrvas
@rincondesisifo

Top Mentioned in G5:
@links_medicus
@erictopol
@jama_current
@a

Top Mentioned in G6:
@rincondesisifo
@erictopol
@jama_current
@a

Top Mentioned in G7:
@raegoncal

Top Tweeters
Top Tweeters in Entire Graph:
@nemesida07
@natho47
@drferdowsi
@dpachon29
@ymori117
@tomvarghesejr
@jstragazue
@jordimondragon
@berci
@ferniemachado

Top Tweeters in G1:
@nemesida07
@drferdowsi
@tomvarghesejr
@berci
@ferniemachado
@nogoingback58
@rgvrgv1
@gavinprestonmd
@eprado_melo
@rafavidalperez

Top Tweeters in G2:
@kellyrawlings
@vietheartpa
@fadelrowaie
@amdiabetesassn
@aradultimmdoc
@pharmacy_today
@startupsmed
@slealrx
@omar_hanun
@geromedina78

Top Tweeters in G3:
@natho47
@juangrvas
@annetapedro
@farmaciaoesteap
@melmack2k
@danielgoleon
@mrnlevrand
@farmacia_mora
@magastelu
@itziarlarrodele

Top Tweeters in G4:
@ymori117
@jordimondragon
@je_pala
@carolyn_doctor
@hilariobad59
@rxproviders
@nutricur_com
@tgijonconde
@elfarodehuse
@prof_farmacia

Top Tweeters in G5:
@dpachon29
@jstragazue
@drsarangbani
@josesilvaf
@jelliclekyla
@ferrmd
@rajuael_andreu
@fabiocosta28
@malppighi
@_dass_

Top Tweeters in G6:
@rincondesisifo
@antonioj_ramos
@karvillab
@noeesris
@manoloacosta2
@sanchezmolla
@qgorgas
@rosacantudo
@gastrocirugiaim
@ucielda

Top Tweeters in G7:
@pulpartuk
@raegoncal