#OpenSourceResearch, Twitter, 1/16/2020 12:33:06 PM, 220066


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#OpenSourceResearch Twitter NodeXL SNA Map and Report for Thursday, 16 January 2020 at 12:27 UTC
#OpenSourceResearch Twitter NodeXL SNA Map and Report for Thursday, 16 January 2020 at 12:27 UTC
From:
scotpublichealth
Uploaded on:
January 16, 2020
Short Description:
#OpenSourceResearch via NodeXL http://bit.ly/2RqOm1O
@alaael_hussuna
@sminaev2015
@juliomayol
@inesrpsurg
@swexner
@deliacortesguir
@gae_gallo
@mostafashalaby
@katarinavasili3
@monicamillan72

Top hashtags:
#opensourceresearch
#some4surgery
#some4hpb
#some4

Description:
Description
The graph represents a network of 161 Twitter users whose recent tweets contained "#OpenSourceResearch", 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 Thursday, 16 January 2020 at 12:28 UTC.

The tweets in the network were tweeted over the 7-day, 16-hour, 54-minute period from Wednesday, 08 January 2020 at 18:12 UTC to Thursday, 16 January 2020 at 11:07 UTC.

Adds to graph previously shared to 6 January: http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219849

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 : 210
Unique Edges : 846
Edges With Duplicates : 2041
Total Edges : 2887
Self-Loops : 26
Reciprocated Vertex Pair Ratio : 0.102651839178785
Reciprocated Edge Ratio : 0.186190845616757
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 194
Maximum Edges in a Connected Component : 2852
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.260566
Graph Density : 0.0293688767372978
Modularity : 0.223175
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 161 Twitter users whose recent tweets contained "#OpenSourceResearch", 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 Thursday, 16 January 2020 at 12:28 UTC.

The tweets in the network were tweeted over the 7-day, 16-hour, 54-minute period from Wednesday, 08 January 2020 at 18:12 UTC to Thursday, 16 January 2020 at 11:07 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #OpenSourceResearch
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://docs.google.com/document/d/1MkqGCgM4_xXh5Gc48FdUDDAXWkjMEjKmCO95vl608Po/edit?usp=sharing
[3] https://journals.plos.org/plosone/doi?id=10.1371/journal.pmed.1002071
[1] https://www.ncbi.nlm.nih.gov/pubmed/24448844
[1] https://twitter.com/littlemissileo/status/1216806549886251010
[1] https://twitter.com/AlaaEl_Hussuna/status/1216317397210226689
[1] https://academic.oup.com/crohnscolitis360/article/1/3/otz021/5544997
[1] https://docs.google.com/document/d/1mG4hqBixvo-4OowxUapELpOQQCW-GcKRCm7PMiHQgkE/edit?usp=sharing
[1] https://www.economist.com/business/2019/07/20/what-open-source-culture-can-teach-tech-titans-and-their-critics
[1] https://twitter.com/InesRPsurg/status/1216622142298652672
[1] https://twitter.com/juliomayol/status/1212008615835557888

Top URLs in Tweet in G1:
[11] https://docs.google.com/document/d/1MkqGCgM4_xXh5Gc48FdUDDAXWkjMEjKmCO95vl608Po/edit?usp=sharing
[2] https://journals.plos.org/plosone/doi?id=10.1371/journal.pmed.1002071
[1] https://twitter.com/AlaaEl_Hussuna/status/1212342412032532480
[1] https://twitter.com/inesrpsurg/status/1216717148464304128
[1] https://twitter.com/jogaivatury/status/1217373169490763778
[1] https://twitter.com/AmyLightnerMD/status/1213667757750923264
[1] https://twitter.com/juliomayol/status/1212008615835557888
[1] https://www.economist.com/business/2019/07/20/what-open-source-culture-can-teach-tech-titans-and-their-critics
[1] https://docs.google.com/document/d/1mG4hqBixvo-4OowxUapELpOQQCW-GcKRCm7PMiHQgkE/edit?usp=sharing
[1] https://twitter.com/littlemissileo/status/1216806549886251010

Top URLs in Tweet in G2:
[1] https://twitter.com/sminaev2015/status/1211249697660243969
[1] https://twitter.com/springersurgery/status/1207272548335009795
[1] https://www.dailymail.co.uk/health/article-7865383/Electric-scooter-injuries-TRIPLED-study-finds.html
[1] https://twitter.com/josephsakran/status/1216341896907382784
[1] https://docs.google.com/document/d/1MkqGCgM4_xXh5Gc48FdUDDAXWkjMEjKmCO95vl608Po/edit?usp=sharing

Top URLs in Tweet in G3:
[1] https://www.eortc.org/
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/10448266/?i=6&from=EORTC%20colorevtal%20construction%20and%20testing
[1] https://journals.plos.org/plosone/doi?id=10.1371/journal.pmed.1002071
[1] https://docs.google.com/document/d/1MkqGCgM4_xXh5Gc48FdUDDAXWkjMEjKmCO95vl608Po/edit?usp=sharing
[1] https://academic.oup.com/crohnscolitis360/article/1/3/otz021/5544997
[1] https://twitter.com/AlaaEl_Hussuna/status/1216317397210226689

Top URLs in Tweet in G4:
[1] https://docs.google.com/document/d/1MkqGCgM4_xXh5Gc48FdUDDAXWkjMEjKmCO95vl608Po/edit?usp=sharing

Top URLs in Tweet in G5:
[1] https://www.ncbi.nlm.nih.gov/pubmed/31807478

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[181] opensourceresearch
[57] some4surgery
[42] some4hpb
[35] some4
[33] some4pedsurg
[33] some4iqlatam
[26] colorectalsurgery
[23] some4precision
[21] osrweek1
[20] patients



Top Hashtags in Tweet in G1:
[126] opensourceresearch
[16] europower
[14] colorectalsurgery
[8] osrweek1
[8] patients
[7] patient
[7] some4surgery
[5] proms
[2] patientexperience
[2] patientcare

Top Hashtags in Tweet in G2:
[42] some4surgery
[41] some4hpb
[34] some4
[32] some4pedsurg
[32] some4iqlatam
[21] some4precision
[15] precisionsurgery
[10] opensourceresearch
[7] some4surgleadership
[7] ehealth

Top Hashtags in Tweet in G3:
[40] opensourceresearch
[13] osrweek1
[12] colorectalsurgery
[12] patients
[7] some4surgery
[7] patient
[6] patientcare
[5] patientexperience
[3] qualityoflife
[2] europower

Top Hashtags in Tweet in G4:
[2] opensourceresearch
[1] some4surgery
[1] some4hpb
[1] some4
[1] some4pedsurg
[1] some4iqlatam
[1] some4precision

Top Hashtags in Tweet in G5:
[1] epitwitter
[1] opensourceresearch

Top Hashtags in Tweet in G6:
[1] opensourceresearch

Top Hashtags in Tweet in G7:
[1] contributter
[1] opensourceresearch

Top Words
Top Words in Tweet in Entire Graph:
[523] Words in Sentiment List#1: Positive
[67] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[13819] Non-categorized Words
[14409] Total Words
[406] #opensourceresearch
[175] project
[150] inesrpsurg
[144] monicamillan72
[140] gae_gallo

Top Words in Tweet in G1:
[255] #opensourceresearch
[139] project
[119] inesrpsurg
[114] monicamillan72
[112] gae_gallo
[112] ionutnegoi
[112] mostafashalaby
[112] 2
[94] juliomayol
[82] surgery

Top Words in Tweet in G2:
[63] #opensourceresearch
[58] #some4surgery
[56] #some4
[56] #some4pedsurg
[56] #some4iqlatam
[56] #some4surgleadership
[56] #ehealth
[56] #pediatricsurgery
[50] #some4hpb
[48] #some4precision

Top Words in Tweet in G3:
[70] #opensourceresearch
[29] project
[27] eortc
[26] #some4surgery
[23] monicamillan72
[22] inesrpsurg
[22] juliomayol
[22] qlq
[21] gae_gallo
[21] ionutnegoi

Top Words in Tweet in G4:
[13] #opensourceresearch
[8] inesrpsurg
[6] monicamillan72
[6] mostafashalaby
[6] ionutnegoi
[6] gae_gallo
[5] patient
[5] juliomayol
[4] patients
[4] gianlucapellino

Top Words in Tweet in G5:
[6] amizota
[6] breast
[6] cancer
[6] pesticides
[3] fibroidsupport
[3] sciam
[3] larabriden
[3] notofibroids
[3] des_journal
[3] fertstert

Top Words in Tweet in G6:
[2] need
[2] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[104] #opensourceresearch,project
[81] reported,outcome
[78] ionutnegoi,monicamillan72
[71] patient,reported
[70] colorectal,surgery
[65] gae_gallo,ionutnegoi
[60] eortc,qlq
[60] #some4,#some4pedsurg
[60] #some4surgleadership,#ehealth
[60] #ehealth,#pediatricsurgery

Top Word Pairs in Tweet in G1:
[83] #opensourceresearch,project
[64] ionutnegoi,monicamillan72
[64] reported,outcome
[60] colorectal,surgery
[56] patient,reported
[53] gae_gallo,ionutnegoi
[39] monicamillan72,mostafashalaby
[37] juliomayol,gianlucapellino
[36] project,2
[36] eortc,qlq

Top Word Pairs in Tweet in G2:
[56] #some4,#some4pedsurg
[56] #some4surgleadership,#ehealth
[56] #ehealth,#pediatricsurgery
[56] #pediatricsurgery,#opensourceresearch
[50] #some4surgery,#some4hpb
[50] #some4hpb,#some4
[47] #some4precision,#some4surgleadership
[31] #some4iqlatam,#precisionsurgery
[31] #precisionsurgery,#some4precision
[29] #some4pedsurg,#globalsurgery

Top Word Pairs in Tweet in G3:
[22] eortc,qlq
[19] #opensourceresearch,#osrweek1
[18] #opensourceresearch,project
[12] ionutnegoi,monicamillan72
[12] reported,outcome
[11] patient,reported
[10] gae_gallo,ionutnegoi
[10] #osrweek1,#some4surgery
[9] cr,29
[9] #some4surgery,escp_tweets

Top Word Pairs in Tweet in G4:
[3] reported,outcome
[3] monicamillan72,inesrpsurg
[2] jogaivatury,inesrpsurg
[2] inesrpsurg,colostomyuk
[2] colostomyuk,iasupport
[2] iasupport,wfip_official
[2] wfip_official,empoweringpts9
[2] empoweringpts9,patient
[2] patient,patientslikeme
[2] patientslikeme,epatientdave

Top Word Pairs in Tweet in G5:
[6] breast,cancer
[3] fibroidsupport,amizota
[3] amizota,sciam
[3] sciam,larabriden
[3] larabriden,notofibroids
[3] notofibroids,des_journal
[3] des_journal,fertstert
[3] fertstert,endorescenter
[3] endorescenter,study
[3] study,india

Top Replied-To
Top Replied-To in Entire Graph:
@c_mellenthin
@juliomayol
@deliacortesguir
@jogaivatury
@inesrpsurg
@mostafashalaby
@angusgkmcnair
@ionutnegoi
@fezaremzimd
@germ_red

Top Replied-To in G1:
@c_mellenthin
@inesrpsurg
@mostafashalaby
@angusgkmcnair
@jogaivatury
@ionutnegoi
@dnepo
@germ_red
@fezaremzimd
@des_winter

Top Replied-To in G2:
@juliomayol
@deliacortesguir
@cirbosque
@fezaremzimd

Top Replied-To in G3:
@c_mellenthin
@eortc_qlg
@alaael_hussuna
@mostafashalaby
@jogaivatury
@lliheus
@juliomayol
@des_winter
@ionutnegoi
@angusgkmcnair

Top Replied-To in G4:
@jogaivatury
@deliacortesguir
@ionutnegoi
@c_mellenthin

Top Replied-To in G5:
@fibroidsupport

Top Replied-To in G6:
@profbsingh

Top Mentioned
Top Mentioned in Entire Graph:
@monicamillan72
@inesrpsurg
@gae_gallo
@ionutnegoi
@mostafashalaby
@juliomayol
@swexner
@dr_samehhany81
@escp_tweets
@minaya_bravo

Top Mentioned in G1:
@monicamillan72
@inesrpsurg
@gae_gallo
@ionutnegoi
@mostafashalaby
@juliomayol
@swexner
@dr_samehhany81
@schadi_crs
@minaya_bravo

Top Mentioned in G2:
@iq_me4
@morenominilap1
@misirg1
@juliomayol
@swexner
@cirbosque
@drjonnys
@nandoenriquetv
@vesaliuscx
@me4education

Top Mentioned in G3:
@monicamillan72
@inesrpsurg
@juliomayol
@gae_gallo
@ionutnegoi
@mostafashalaby
@escp_tweets
@swexner
@youescp
@minaya_bravo

Top Mentioned in G4:
@inesrpsurg
@monicamillan72
@mostafashalaby
@gae_gallo
@ionutnegoi
@gianlucapellino
@juliomayol
@polom_karol
@minaya_bravo
@dr_samehhany81

Top Mentioned in G5:
@amizota
@sciam
@larabriden
@notofibroids
@des_journal
@fertstert
@endorescenter
@bcppartners
@wen_uk
@chemtrust

Top Tweeters
Top Tweeters in Entire Graph:
@caring_mobile
@forbes
@ganjasmokercb
@juliomayol
@theeconomist
@sminaev2015
@celestinogutirr
@vilavaite
@epatientdave
@swexner

Top Tweeters in G1:
@forbes
@theeconomist
@celestinogutirr
@swexner
@gmacscotland
@salemsamer
@logghemd
@tonygonzalezc
@gianlucapellino
@jdimick1

Top Tweeters in G2:
@caring_mobile
@ganjasmokercb
@sminaev2015
@vilavaite
@neilflochmd
@aurinna6
@scicommbot
@alee7095
@diannderecho
@saraswantos

Top Tweeters in G3:
@juliomayol
@patient_safety
@patientsfirstuk
@bottomdoc
@littlemissileo
@coloproctoaec
@patientscanada
@acpgbi
@focpuae
@kemrasa

Top Tweeters in G4:
@epatientdave
@empoweringpts9
@patient
@patientslikeme
@johnrtmonsonmd
@deliacortesguir
@colostomyuk
@iasupport
@polom_karol
@wfip_official

Top Tweeters in G5:
@sciam
@des_journal
@fibroidsupport
@fibroidinfo
@epi_twit
@larabriden
@chemtrust
@bcppartners
@endorescenter
@wen_uk

Top Tweeters in G6:
@profbsingh
@abhishe94885823

Top Tweeters in G7:
@sheckspir88


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