#OpenSourceResearch, Twitter, 1/6/2020 9:39:22 PM, 219849


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#OpenSourceResearch Twitter NodeXL SNA Map and Report for Monday, 06 January 2020 at 21:35 UTC
#OpenSourceResearch Twitter NodeXL SNA Map and Report for Monday, 06 January 2020 at 21:35 UTC
From:
scotpublichealth
Uploaded on:
January 06, 2020
Short Description:
#OpenSourceResearch via NodeXL http://bit.ly/2sQBWIg
@alaael_hussuna
@juliomayol
@sminaev2015
@mostafashalaby
@swexner
@deliacortesguir
@caring_mobile
@escp_studies
@y_ecco_ibd
@reacctcollab

Top hashtags:
#opensourceresearch
#europower
#some4surgery
#some4hpb
#some4

Description:
Description
The graph represents a network of 102 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 Monday, 06 January 2020 at 21:35 UTC.

The tweets in the network were tweeted over the 6-day, 21-hour, 26-minute period from Monday, 30 December 2019 at 19:48 UTC to Monday, 06 January 2020 at 17:14 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 : 102
Unique Edges : 386
Edges With Duplicates : 316
Total Edges : 702
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.084051724137931
Reciprocated Edge Ratio : 0.15506958250497
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 89
Maximum Edges in a Connected Component : 669
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.188133
Graph Density : 0.0488254707823724
Modularity : 0.387297
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 102 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 Monday, 06 January 2020 at 21:35 UTC.

The tweets in the network were tweeted over the 6-day, 21-hour, 26-minute period from Monday, 30 December 2019 at 19:48 UTC to Monday, 06 January 2020 at 17:14 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:
[1] https://www.economist.com/business/2019/07/20/what-open-source-culture-can-teach-tech-titans-and-their-critics
[1] https://twitter.com/juliomayol/status/1212008615835557888
[1] https://twitter.com/AlaaEl_Hussuna/status/1212342412032532480
[1] https://twitter.com/AmyLightnerMD/status/1213667757750923264
[1] https://www.ncbi.nlm.nih.gov/pubmed/31807478
[1] https://twitter.com/springersurgery/status/1207272548335009795
[1] https://twitter.com/sminaev2015/status/1211249697660243969

Top URLs in Tweet in G1:
[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://twitter.com/AlaaEl_Hussuna/status/1212342412032532480

Top URLs in Tweet in G3:
[1] https://twitter.com/sminaev2015/status/1211249697660243969
[1] https://twitter.com/springersurgery/status/1207272548335009795

Top URLs in Tweet in G4:
[1] https://www.ncbi.nlm.nih.gov/pubmed/31807478

Top Domains
Top Domains in Tweet in Entire Graph:
[5] twitter.com
[1] economist.com
[1] nih.gov

Top Domains in Tweet in G1:
[3] twitter.com
[1] economist.com

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G4:
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[56] opensourceresearch
[19] europower
[15] some4surgery
[13] some4hpb
[6] some4
[4] some4pedsurg
[4] globalsurgery
[4] some4iqlatam
[4] some4surgleadership
[4] ehealth



Top Hashtags in Tweet in G1:
[49] opensourceresearch
[17] europower
[1] mangagmentofcdabscess
[1] some4surgery
[1] colorectalsurgery
[1] patients

Top Hashtags in Tweet in G2:
[2] europower
[2] opensourceresearch
[2] some4surgery
[2] some4hpb
[1] some4

Top Hashtags in Tweet in G3:
[12] some4surgery
[11] some4hpb
[5] some4
[4] some4pedsurg
[4] globalsurgery
[4] some4iqlatam
[4] some4surgleadership
[4] ehealth
[4] pediatricsurgery
[4] opensourceresearch

Top Hashtags in Tweet in G4:
[1] epitwitter
[1] opensourceresearch

Top Words
Top Words in Tweet in Entire Graph:
[171] Words in Sentiment List#1: Positive
[25] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4526] Non-categorized Words
[4722] Total Words
[133] #opensourceresearch
[74] 2
[67] project
[57] surgery
[51] researches

Top Words in Tweet in G1:
[96] #opensourceresearch
[69] 2
[62] project
[46] researches
[46] surgery
[40] join
[39] ionutnegoi
[39] inesrpsurg
[39] monicamillan72
[39] mostafashalaby

Top Words in Tweet in G2:
[12] #opensourceresearch
[8] deliacortesguir
[7] surgery
[6] #some4surgery
[6] #some4
[6] #some4pedsurg
[6] #globalsurgery
[6] #some4iqlatam
[6] #some4surgleadership
[6] #ehealth

Top Words in Tweet in G3:
[22] #some4surgery
[22] #some4
[22] #some4pedsurg
[22] #globalsurgery
[22] #some4iqlatam
[22] #some4surgleadership
[22] #ehealth
[22] #pediatricsurgery
[22] #opensourceresearch
[19] #some4hpb

Top Words in Tweet in G4:
[6] amizota
[6] breast
[6] cancer
[6] pesticides
[3] fibroidsupport
[3] sciam
[3] larabriden
[3] notofibroids
[3] des_journal
[3] fertstert

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[42] patient,reported
[42] reported,outcome
[41] #opensourceresearch,project
[40] scientific,researches
[29] #some4,#some4pedsurg
[29] #some4pedsurg,#globalsurgery
[29] #globalsurgery,#some4iqlatam
[29] #some4surgleadership,#ehealth
[29] #ehealth,#pediatricsurgery
[29] #pediatricsurgery,#opensourceresearch

Top Word Pairs in Tweet in G1:
[39] patient,reported
[39] reported,outcome
[38] #opensourceresearch,project
[36] scientific,researches
[24] colorectal,surgery
[20] 1,eortc
[20] eortc,qlq
[18] outcome,measures
[18] first,#opensourceresearch
[17] believe,international

Top Word Pairs in Tweet in G2:
[6] #some4,#some4pedsurg
[6] #some4pedsurg,#globalsurgery
[6] #globalsurgery,#some4iqlatam
[6] #some4surgleadership,#ehealth
[6] #ehealth,#pediatricsurgery
[6] #pediatricsurgery,#opensourceresearch
[5] #some4iqlatam,#precisionsurgery
[5] #precisionsurgery,#some4precision
[5] #some4precision,#some4surgleadership
[4] scientific,researches

Top Word Pairs in Tweet in G3:
[22] #some4,#some4pedsurg
[22] #some4pedsurg,#globalsurgery
[22] #globalsurgery,#some4iqlatam
[22] #some4surgleadership,#ehealth
[22] #ehealth,#pediatricsurgery
[22] #pediatricsurgery,#opensourceresearch
[19] #some4surgery,#some4hpb
[19] #some4hpb,#some4
[14] #some4iqlatam,#precisionsurgery
[14] #precisionsurgery,#some4precision

Top Word Pairs in Tweet in G4:
[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 Mentioned
Top Mentioned in Entire Graph:
@ionutnegoi
@inesrpsurg
@monicamillan72
@mostafashalaby
@gae_gallo
@juliomayol
@escp_studies
@reacctcollab
@y_ecco_ibd
@gianlucapellino

Top Mentioned in G1:
@ionutnegoi
@inesrpsurg
@monicamillan72
@mostafashalaby
@gae_gallo
@juliomayol
@gianlucapellino
@escp_studies
@reacctcollab
@y_ecco_ibd

Top Mentioned in G2:
@thelancet
@me4_so
@venky72
@juliomayol
@alarjosan
@swexner
@polom_karol
@borjadelacy
@neilflochmd
@razasayyed12

Top Mentioned in G3:
@iq_me4
@cirbosque
@drjonnys
@morenominilap1
@misirg1
@nandoenriquetv
@vesaliuscx
@me4education
@endoscopiamx
@thelancet

Top Mentioned in G4:
@amizota
@sciam
@larabriden
@notofibroids
@des_journal
@fertstert
@endorescenter
@bcppartners
@wen_uk
@chemtrust

Top Tweeters
Top Tweeters in Entire Graph:
@caring_mobile
@juliomayol
@theeconomist
@sminaev2015
@swexner
@sciam
@neilflochmd
@des_journal
@fibroidsupport
@gmacscotland

Top Tweeters in G1:
@juliomayol
@theeconomist
@gmacscotland
@gianlucapellino
@jdimick1
@inconasia
@pakotze
@bjsurgery
@profdemartines
@dnepo

Top Tweeters in G2:
@swexner
@neilflochmd
@samatallahmd
@thelancet
@me4_so
@deliacortesguir
@venky72
@polom_karol
@dr_mohammadyami
@oncohoegl

Top Tweeters in G3:
@caring_mobile
@sminaev2015
@e_health_
@bisturitx
@cirbosque
@katarinavasili3
@vesaliuscx
@bobi29009894
@morenominilap1
@endoscopiamx

Top Tweeters in G4:
@sciam
@des_journal
@fibroidsupport
@fibroidinfo
@epi_twit
@larabriden
@chemtrust
@bcppartners
@endorescenter
@wen_uk