#DOCSF19, Twitter, 1/8/2019 4:21:53 AM, 181116


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#DOCSF19_2019-01-07_20-13-11.xlsx
#DOCSF19_2019-01-07_20-13-11.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 08, 2019
Short Description:
#DOCSF19 via NodeXL http://bit.ly/2TuFKH0
@thedocsf
@rasushrestha
@2healthguru
@nickisnpdx
@mikegordonryan
@jameyedwards
@sharatkusumamd
@sbinimd
@sam_debrouwer
@healtheugene

Top hashtags:
#docsf19
#jpm19
#pinksocks
#jpm2019
#digitalhealth
#bts19
#wearabletech

Description:
Description
The graph represents a network of 497 Twitter users whose recent tweets contained "#DOCSF19", 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, 08 January 2019 at 04:13 UTC.

The tweets in the network were tweeted over the 9-day, 19-hour, 58-minute period from Saturday, 29 December 2018 at 08:07 UTC to Tuesday, 08 January 2019 at 04:05 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 : 497
Unique Edges : 1490
Edges With Duplicates : 2552
Total Edges : 4042
Self-Loops : 77
Reciprocated Vertex Pair Ratio : 0.0936986301369863
Reciprocated Edge Ratio : 0.171342685370741
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 491
Maximum Edges in a Connected Component : 4036
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.5478
Graph Density : 0.00809696891023561
Modularity : 0.222044
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://www.pscp.tv/w/1zqKVONbaemGB
[7] https://blog.dealforma.com/2019/01/04/life-sciences-ma-starts-with-a-bang-in-2019-after-rebounding-in-2018/
[6] http://www.healthinnovationmedia.com/2019/01/01/37th-jp-morgan-healthcare-investor-conference/
[6] https://twitter.com/THEDOCSF/status/1081952977160593408
[5] https://www.cnbc.com/2019/01/02/is-digital-health-in-a-bubble-weve-been-tracking-it-since-2011-and-were-not-so-sure.html
[5] https://doc.ai/
[5] https://twitter.com/SpartaScience/status/1078059940479098880
[4] https://www.instagram.com/p/BsMZorogor6/?utm_source=ig_twitter_share&igshid=1h1xsddqegx2o
[4] https://twitter.com/RasuShrestha/status/1081631045454245888
[4] https://twitter.com/THEDOCSF/status/1081655509508284417

Top URLs in Tweet in G1:
[4] https://doc.ai/
[4] https://www.pscp.tv/w/1zqKVONbaemGB
[2] http://tweetedtimes.com/AngelAzpeitia
[1] https://www.elsevier.com/connect/medical-knowledge-doubles-every-few-months-how-can-clinicians-keep-up
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3116346/
[1] https://www.ideo.com/work/experiences

Top URLs in Tweet in G2:
[4] https://twitter.com/SpartaScience/status/1078059940479098880
[3] https://www.docsf.health/page/1349701/docsf-registration
[2] https://twitter.com/sbinimd/status/1081696538814930944
[1] https://www.docsf.health/
[1] https://twitter.com/RasuShrestha/status/1081631045454245888
[1] https://twitter.com/THEDOCSF/status/1081655509508284417
[1] https://twitter.com/RasuShrestha/status/1081941969377447937
[1] https://twitter.com/ddamalas/status/1082068510858129408
[1] https://twitter.com/sbinimd/status/1082007652954103808
[1] https://twitter.com/rasushrestha/status/1082034571900645376

Top URLs in Tweet in G3:
[2] https://twitter.com/THEDOCSF/status/1081952977160593408
[1] https://twitter.com/nickisnpdx/status/1080899306545004546?s=21
[1] https://twitter.com/MikeGordonRyan/status/1081647508177051648
[1] https://twitter.com/jamcbride/status/1082117595631804416
[1] https://www.healthcareitnews.com/news/personalized-health-experience-pavilion-debut-himss19
[1] https://apnews.com/cbb1b607e772474380cfa8aabe3bea09
[1] https://x.spartascience.com:443/pt
[1] https://twitter.com/SpartaScience/status/1078059940479098880
[1] http://r.socialstudio.radian6.com/bb252be2-0b12-4b21-9379-c0bae7870b55
[1] http://r.socialstudio.radian6.com/f7290b58-45f4-4b9e-b4bb-6f6309dd06bf

Top URLs in Tweet in G4:
[3] https://www.instagram.com/p/BsMZorogor6/?utm_source=ig_twitter_share&igshid=1h1xsddqegx2o
[3] https://twitter.com/THEDOCSF/status/1081952977160593408
[2] https://twitter.com/RasuShrestha/status/1081941969377447937
[2] https://twitter.com/sbinimd/status/1082007652954103808
[2] https://twitter.com/RasuShrestha/status/1081631045454245888
[2] https://twitter.com/THEDOCSF/status/1081655509508284417
[2] https://twitter.com/SpartaScience/status/1081689257243099136
[2] http://time.You
[2] https://twitter.com/2healthguru/status/1081299637733011457
[2] https://www.cnbc.com/2019/01/02/is-digital-health-in-a-bubble-weve-been-tracking-it-since-2011-and-were-not-so-sure.html

Top URLs in Tweet in G5:
[6] https://blog.dealforma.com/2019/01/04/life-sciences-ma-starts-with-a-bang-in-2019-after-rebounding-in-2018/
[4] http://www.healthinnovationmedia.com/2019/01/01/37th-jp-morgan-healthcare-investor-conference/
[2] https://www.cnbc.com/2019/01/02/is-digital-health-in-a-bubble-weve-been-tracking-it-since-2011-and-were-not-so-sure.html
[2] https://www.pscp.tv/w/1zqKVONbaemGB
[1] https://twitter.com/drnic1/status/1081950877806747653
[1] https://twitter.com/RasuShrestha/status/1081998411715424257
[1] https://twitter.com/NEJM/status/1081918339960709120
[1] https://twitter.com/RasuShrestha/status/1081631045454245888
[1] https://twitter.com/rasushrestha/status/1082034571900645376
[1] https://www.svb.com/trends-insights/reports/healthcare-investments-and-exits/2019-Annual/#downloadreport

Top URLs in Tweet in G7:
[1] https://thesugarchallenge.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[79] twitter.com
[10] docsf.health
[8] pscp.tv
[7] instagram.com
[7] dealforma.com
[6] healthinnovationmedia.com
[5] cnbc.com
[5] doc.ai
[2] linkedin.com
[2] blogtalkradio.com

Top Domains in Tweet in G1:
[4] doc.ai
[4] pscp.tv
[2] tweetedtimes.com
[1] elsevier.com
[1] nih.gov
[1] ideo.com

Top Domains in Tweet in G2:
[17] twitter.com
[7] docsf.health
[2] businessinsider.com
[1] healthinnovationmedia.com
[1] cnbc.com
[1] pscp.tv
[1] doc.ai
[1] blogtalkradio.com
[1] calendly.com
[1] linkedin.com

Top Domains in Tweet in G3:
[13] twitter.com
[2] radian6.com
[1] healthcareitnews.com
[1] apnews.com
[1] spartascience.com
[1] instagram.com

Top Domains in Tweet in G4:
[38] twitter.com
[6] instagram.com
[3] docsf.health
[2] time.you
[2] cnbc.com
[1] linkedin.com
[1] pscp.tv
[1] ted.com
[1] healthinnovationmedia.com
[1] dealforma.com

Top Domains in Tweet in G5:
[11] twitter.com
[6] dealforma.com
[4] healthinnovationmedia.com
[2] cnbc.com
[2] pscp.tv
[1] svb.com
[1] bio.org
[1] symplur.com
[1] statnews.com
[1] forbes.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1017] docsf19
[454] jpm19
[252] pinksocks
[201] jpm2019
[125] digitalhealth
[88] bts19
[58] wearabletech
[51] robotics
[43] healthcare
[35] designthinking



Top Hashtags in Tweet in G1:
[176] docsf19
[55] jpm19
[42] wearabletech
[23] jpm2019
[14] pinksocks
[13] bts19
[9] digitalhealth
[8] blockchain
[7] designthinking
[7] ehr

Top Hashtags in Tweet in G2:
[272] docsf19
[75] jpm19
[48] digitalhealth
[46] pinksocks
[36] jpm2019
[23] healthcare
[23] robotics
[14] leadershipsummit
[14] bts19
[12] innovation

Top Hashtags in Tweet in G3:
[176] docsf19
[99] pinksocks
[91] jpm19
[36] jpm2019
[21] startuphealth
[15] sf
[15] digitalhealth
[14] lax
[14] sfo
[13] whatif

Top Hashtags in Tweet in G4:
[320] docsf19
[146] jpm19
[104] jpm2019
[87] pinksocks
[45] digitalhealth
[15] designthinking
[14] leadershipsummit
[13] ai
[13] orthopedics
[11] robotics

Top Hashtags in Tweet in G5:
[86] jpm19
[70] docsf19
[50] bts19
[8] hcldr
[7] digitalhealth
[6] pinksocks
[5] healthtech
[3] robotics
[3] blockchain
[3] himss19

Top Hashtags in Tweet in G6:
[1] docsf19

Top Hashtags in Tweet in G7:
[2] docsf19
[1] digitalhealth
[1] data
[1] jpm19
[1] ces
[1] mondaymotivation
[1] health

Top Words
Top Words in Tweet in Entire Graph:
[1178] Words in Sentiment List#1: Positive
[188] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[28024] Non-categorized Words
[29390] Total Words
[1018] docsf19
[612] thedocsf
[454] jpm19
[389] rasushrestha
[359] mikegordonryan

Top Words in Tweet in G1:
[176] docsf19
[129] rasushrestha
[87] sam_debrouwer
[55] jpm19
[50] _doc_ai
[49] here's
[47] data
[46] patient
[43] opportunities
[43] help

Top Words in Tweet in G2:
[272] docsf19
[153] thedocsf
[75] jpm19
[64] healthcare
[59] rasushrestha
[58] mikegordonryan
[53] nickisnpdx
[48] digitalhealth
[47] sbinimd
[46] pinksocks

Top Words in Tweet in G3:
[177] docsf19
[135] thedocsf
[124] mikegordonryan
[101] pinksocks
[95] rasushrestha
[91] jpm19
[81] nickisnpdx
[60] jameyedwards
[38] healthcare
[36] jpm2019

Top Words in Tweet in G4:
[320] docsf19
[254] thedocsf
[146] jpm19
[145] mikegordonryan
[104] jpm2019
[98] rasushrestha
[90] pinksocks
[88] sbinimd
[84] nickisnpdx
[72] healthcare

Top Words in Tweet in G5:
[86] jpm19
[70] docsf19
[50] bts19
[43] 2healthguru
[31] healthcare
[31] thedocsf
[25] conference
[22] jpmorgan
[15] sbinimd
[15] best

Top Words in Tweet in G6:
[4] whilst
[4] everyone
[4] discusses
[4] future
[4] health
[4] tech
[4] perhaps
[4] take
[4] note
[4] today

Top Words in Tweet in G7:
[3] vs
[2] data
[2] docsf19
[2] sugar
[2] health

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[270] docsf19,jpm19
[240] thedocsf,docsf19
[112] docsf19,jpm2019
[84] sam_debrouwer,_doc_ai
[73] jpm19,bts19
[72] rasushrestha,here's
[66] jpm19,jpm2019
[64] _doc_ai,docsf19
[63] sharatkusumamd,docsf19
[62] patient,journey

Top Word Pairs in Tweet in G1:
[48] sam_debrouwer,_doc_ai
[47] rasushrestha,here's
[46] docsf19,jpm19
[43] sharatkusumamd,docsf19
[42] here's,money
[42] money,slide
[42] slide,opportunities
[42] opportunities,wearabletech
[42] wearabletech,help
[42] help,patient

Top Word Pairs in Tweet in G2:
[57] thedocsf,docsf19
[46] docsf19,jpm19
[19] docsf19,jpm2019
[15] manish,kothari
[14] jpm19,bts19
[13] design,thinking
[11] docsf19,leadershipsummit
[11] learn,more
[11] pinksocks,tribe
[11] sam_debrouwer,_doc_ai

Top Word Pairs in Tweet in G3:
[63] thedocsf,docsf19
[52] docsf19,jpm19
[26] docsf19,jpm2019
[22] pinksocks,tribe
[16] mikegordonryan,nickisnpdx
[16] nickisnpdx,thedocsf
[14] san,francisco
[13] jpm2019,jpm19
[13] tribe,world
[12] gentle,reminder

Top Word Pairs in Tweet in G4:
[99] thedocsf,docsf19
[92] docsf19,jpm19
[58] docsf19,jpm2019
[37] jpm19,jpm2019
[31] jpm2019,jpm19
[23] san,francisco
[21] digital,health
[20] pinksocks,tribe
[20] docsf19,thedocsf
[16] jpm2019,pinksocks

Top Word Pairs in Tweet in G5:
[36] jpm19,bts19
[34] docsf19,jpm19
[20] jpmorgan,healthcare
[20] healthcare,conference
[12] published,jpmorgan
[12] conference,post
[12] post,select
[12] select,links
[12] links,best
[12] best,guides

Top Word Pairs in Tweet in G6:
[4] whilst,everyone
[4] everyone,discusses
[4] discusses,future
[4] future,health
[4] health,tech
[4] tech,perhaps
[4] perhaps,take
[4] take,note
[4] note,today
[4] today,s

Top Replied-To
Top Replied-To in Entire Graph:
@nickisnpdx
@mikegordonryan
@rasushrestha
@thedocsf
@sbinimd
@akalali
@healthtechdan
@2healthguru
@sam_debrouwer
@spartascience

Top Replied-To in G1:
@nickisnpdx
@sbinimd
@rasushrestha
@richieetwaru
@mikegordonryan
@mike_mitt
@writeo
@sam_debrouwer
@2healthguru

Top Replied-To in G2:
@thedocsf
@orthosensor
@nickisnpdx
@rasushrestha
@depuysynthes
@atreja
@healthtechdan
@dennisjboyle
@nedaamidi
@ztracer

Top Replied-To in G3:
@mikegordonryan
@rasushrestha
@nickisnpdx
@spartascience
@akalali
@glfceo
@jameyedwards
@thedocsf
@dalevandemark
@2healthguru

Top Replied-To in G4:
@mikegordonryan
@sam_debrouwer
@nickisnpdx
@thedocsf
@healthtechdan
@sbinimd
@daniel_kraft
@andrewintech
@atreja
@dhealthtoday

Top Replied-To in G5:
@jenngottlieb
@sbinimd

Top Mentioned
Top Mentioned in Entire Graph:
@thedocsf
@rasushrestha
@mikegordonryan
@nickisnpdx
@sbinimd
@sam_debrouwer
@2healthguru
@jameyedwards
@_doc_ai
@daniel_kraft

Top Mentioned in G1:
@rasushrestha
@sam_debrouwer
@_doc_ai
@sharatkusumamd
@thedocsf
@nickisnpdx
@mikegordonryan
@2healthguru
@sbinimd
@venturevalkyrie

Top Mentioned in G2:
@thedocsf
@rasushrestha
@mikegordonryan
@nickisnpdx
@sbinimd
@2healthguru
@sam_debrouwer
@daniel_kraft
@xealthinc
@boltyboy

Top Mentioned in G3:
@thedocsf
@mikegordonryan
@rasushrestha
@nickisnpdx
@jameyedwards
@sbinimd
@andrewintech
@sam_debrouwer
@joebabaian
@2healthguru

Top Mentioned in G4:
@thedocsf
@mikegordonryan
@rasushrestha
@sbinimd
@nickisnpdx
@2healthguru
@ideo
@daniel_kraft
@dhealthtoday
@sam_debrouwer

Top Mentioned in G5:
@2healthguru
@thedocsf
@jpmorgan
@sbinimd
@nickisnpdx
@mikegordonryan
@rasushrestha
@dealforma
@daniel_kraft
@svb_financial

Top Mentioned in G6:
@mjseres

Top Tweeters
Top Tweeters in Entire Graph:
@evankirstel
@southwestair
@billnigh
@ap
@technowornever
@forbes
@yamatho2
@designthinkbot
@jerry_durhampt
@drferdowsi

Top Tweeters in G1:
@technowornever
@jerry_durhampt
@drferdowsi
@tomvarghesejr
@ayirpelle
@wordfinga
@serve4impact
@ctrappe
@marygerdt
@jomaxx

Top Tweeters in G2:
@yamatho2
@bwjones
@digitaldecoded1
@glfceo
@google
@qualityninja
@merehut
@ritters90
@iamukasa
@djchabert

Top Tweeters in G3:
@southwestair
@billnigh
@ap
@cancergeek
@serrano_rene
@nickisnpdx
@joebabaian
@catchthebaby
@industryai
@emranswers

Top Tweeters in G4:
@evankirstel
@designthinkbot
@ucstrategies
@healthpolicygrp
@lucienengelen
@f1
@zgjr
@mikegordonryan
@wiomax_pa
@zaynakhayat

Top Tweeters in G5:
@forbes
@wareflo
@elinsilveous
@sfchronicle
@2healthguru
@drnic1
@matthewherper
@seahawks
@dme_health
@adamfeuerstein

Top Tweeters in G6:
@mjseres
@chris5anne
@droliverwarren
@johnscalpel

Top Tweeters in G7:
@letsbeatsugar
@rajitkamal


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