#OpenSourceResearch, Twitter, 2/24/2020 7:16:45 AM, 221858


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#OpenSourceResearch Twitter NodeXL SNA Map and Report for Monday, 24 February 2020 at 07:10 UTC
#OpenSourceResearch Twitter NodeXL SNA Map and Report for Monday, 24 February 2020 at 07:10 UTC
From:
scotpublichealth
Uploaded on:
February 24, 2020
Short Description:
#OpenSourceResearch via NodeXL http://bit.ly/2PibHmg
@alaael_hussuna
@sminaev2015
@gianlucapellino
@monicamillan72
@inesrpsurg
@yorklawlondon
@juliomayol
@fibroidinfo
@swexner
@gae_gallo

Top hashtags:
#opensourceresearch
#some4surgery
#colorectalsurgery
#proms
#sibdq

Description:
Description
The graph represents a network of 118 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, 24 February 2020 at 07:10 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 38-minute period from Friday, 14 February 2020 at 16:28 UTC to Friday, 21 February 2020 at 16:06 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.

Adds to http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221266

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 : 510
Unique Edges : 2024
Edges With Duplicates : 13189
Total Edges : 15213
Self-Loops : 167
Reciprocated Vertex Pair Ratio : 0.129810453762206
Reciprocated Edge Ratio : 0.229791560752415
Connected Components : 25
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 419
Maximum Edges in a Connected Component : 15037
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.349191
Graph Density : 0.0151546669748449
Modularity : 0.122696
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 118 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, 24 February 2020 at 07:10 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 38-minute period from Friday, 14 February 2020 at 16:28 UTC to Friday, 21 February 2020 at 16:06 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:
[15] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4609224/
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220505
[14] https://docs.google.com/document/d/1MkqGCgM4_xXh5Gc48FdUDDAXWkjMEjKmCO95vl608Po/edit?usp=sharing
[9] https://www.ncbi.nlm.nih.gov/pubmed/25203082
[8] https://www.wofaps.org/photos/wofaps-presidents-letter/
[8] https://nameliquidate.com/sorcerer.dev
[4] https://twitter.com/GianlucaPellino/status/1220637045954994176
[3] https://www.kaggle.com/abhishek4273/classification-using-monk-design-a-custom-network
[3] https://dan.com/buy-domain/sourcerer.dev?redirected=true&tld=dev
[3] https://dan.com/buy-domain/sorcerer.dev?redirected=true&tld=dev

Top URLs in Tweet in G1:
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4609224/
[4] https://docs.google.com/document/d/1MkqGCgM4_xXh5Gc48FdUDDAXWkjMEjKmCO95vl608Po/edit?usp=sharing
[3] https://twitter.com/GianlucaPellino/status/1219246443573149701
[2] https://www.ncbi.nlm.nih.gov/pubmed/8759664
[2] https://twitter.com/GianlucaPellino/status/1219246420974297090
[2] https://twitter.com/GianlucaPellino/status/1220637045954994176
[2] https://twitter.com/AlaaEl_Hussuna/status/1228930969035517953
[2] https://twitter.com/AlaaEl_Hussuna/status/1218933608163028998
[2] https://twitter.com/mostafashalaby/status/1227675040235257856
[1] https://twitter.com/InesRPsurg/status/1216622142298652672

Top URLs in Tweet in G2:
[8] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4609224/
[6] https://www.ncbi.nlm.nih.gov/pubmed/25203082
[5] https://docs.google.com/document/d/1MkqGCgM4_xXh5Gc48FdUDDAXWkjMEjKmCO95vl608Po/edit?usp=sharing
[2] https://journals.plos.org/plosone/doi?id=10.1371/journal.pmed.1002071
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220505
[2] https://docs.google.com/document/d/1mG4hqBixvo-4OowxUapELpOQQCW-GcKRCm7PMiHQgkE/edit?usp=sharing
[1] https://twitter.com/alaael_hussuna/status/1223160813122441216
[1] https://link.springer.com/article/10.1007%2Fs11136-011-9903-x
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/10109801/?i=3&from=/10112300/related
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/10158943/?i=5&from=/10109801/related

Top URLs in Tweet in G3:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220505
[8] https://www.wofaps.org/photos/wofaps-presidents-letter/
[5] https://docs.google.com/document/d/1MkqGCgM4_xXh5Gc48FdUDDAXWkjMEjKmCO95vl608Po/edit?usp=sharing
[2] https://www.ncbi.nlm.nih.gov/pubmed/25203082
[1] https://academic.oup.com/crohnscolitis360/article/1/3/otz021/5544997
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4609224/
[1] https://twitter.com/GianlucaPellino/status/1220637045954994176
[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/sminaev2015/status/1211249697660243969

Top URLs in Tweet in G4:
[1] https://flossforscience.com/podcast/season3-episode1

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

Top URLs in Tweet in G6:
[2] https://linuxtechlab.com/linux-monitoring-tool-install-omd-open-monitoring-distribution/
[1] https://www.socallinuxexpo.org/scale/18x

Top URLs in Tweet in G7:
[1] https://muharremdoganci.blogspot.com/2020/01/ingilizce-lugat.html
[1] https://ingilizce.cagdassozluk.com/lugat/
[1] http://tarihvemedeniyet.org/2009/08/redhouse.html
[1] http://activitypub.rocks/
[1] https://github.com/th3unkn0n/TeleGram-Scraper
[1] https://www.nature.com/articles/doi:10.1038/s41598-020-58246-6.epdf?shared_access_token=f-IcGZ2H0fy8kyF_A4q7M9RgN0jAjWel9jnR3ZoTv0PH-N30jYBcvQ5LPfL_TvZfpx2E1df_TLg4BumRO6A1k8p8aVSGnDCmAGq6wum4XcND8ijS0zk9g0LGvQzRVj8epLrTQtKn8h9kqEDwZy3cIQ%3D%3D
[1] https://twitter.com/fisher85m/status/1225194146811564033
[1] https://twitter.com/Intuit/status/1227403949247827968

Top URLs in Tweet in G8:
[1] https://twitter.com/targetvalidate/status/1223282699101769728
[1] https://twitter.com/Dev_Hoot/status/1219311712098246665

Top URLs in Tweet in G10:
[8] https://nameliquidate.com/sorcerer.dev
[3] https://www.kaggle.com/abhishek4273/classification-using-monk-design-a-custom-network
[3] https://dan.com/buy-domain/sourcerer.dev?redirected=true&tld=dev
[3] https://dan.com/buy-domain/sorcerer.dev?redirected=true&tld=dev

Top Domains
Top Domains in Tweet in Entire Graph:
[85] twitter.com
[33] nih.gov
[20] google.com
[14] nodexlgraphgallery.org
[8] wofaps.org
[8] nameliquidate.com
[6] dan.com
[5] springer.com
[3] kaggle.com
[3] plos.org

Top Domains in Tweet in G1:
[53] twitter.com
[9] nih.gov
[5] google.com
[1] lww.com
[1] springer.com
[1] nodexlgraphgallery.org
[1] eortc.org
[1] plos.org
[1] wakelet.com
[1] tandfonline.com

Top Domains in Tweet in G2:
[21] twitter.com
[19] nih.gov
[10] google.com
[3] springer.com
[3] economist.com
[2] plos.org
[2] nodexlgraphgallery.org
[1] euroqol.org
[1] linkedin.com
[1] lww.com

Top Domains in Tweet in G3:
[11] nodexlgraphgallery.org
[8] wofaps.org
[5] google.com
[4] twitter.com
[3] nih.gov
[2] co.uk
[1] oup.com
[1] springer.com
[1] nature.com

Top Domains in Tweet in G4:
[1] flossforscience.com

Top Domains in Tweet in G5:
[1] nih.gov

Top Domains in Tweet in G6:
[2] linuxtechlab.com
[1] socallinuxexpo.org

Top Domains in Tweet in G7:
[2] twitter.com
[1] blogspot.com
[1] cagdassozluk.com
[1] tarihvemedeniyet.org
[1] activitypub.rocks
[1] github.com
[1] nature.com

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

Top Domains in Tweet in G10:
[8] nameliquidate.com
[6] dan.com
[3] kaggle.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1259] opensourceresearch
[263] some4surgery
[158] colorectalsurgery
[138] proms
[128] sibdq
[105] some4
[98] some4pedsurg
[97] ibd
[85] some4hpb
[79] some4iqlatam



Top Hashtags in Tweet in G1:
[534] opensourceresearch
[107] sibdq
[103] colorectalsurgery
[95] proms
[82] ibd
[59] some4surgery
[57] osrweek2
[47] patient
[35] sf36
[34] patients

Top Hashtags in Tweet in G2:
[505] opensourceresearch
[64] some4surgery
[39] colorectalsurgery
[33] proms
[18] osrweek4
[15] sf36
[15] sibdq
[12] osrweek3
[11] patients
[11] osrweek2

Top Hashtags in Tweet in G3:
[159] opensourceresearch
[136] some4surgery
[102] some4
[95] some4pedsurg
[81] some4hpb
[76] some4iqlatam
[45] globalsurgery
[34] some4precision
[22] precisionsurgery
[18] ehealth

Top Hashtags in Tweet in G4:
[1] opensource
[1] opensourceresearch
[1] podcast
[1] podcasts

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

Top Hashtags in Tweet in G6:
[7] conference
[7] pasadena
[7] redhat
[7] microsoft
[3] linux
[3] opensourceresearch
[2] unix
[2] devops
[2] fedora
[2] debian

Top Hashtags in Tweet in G7:
[11] opensourceresearch
[5] opensource
[1] contributter
[1] sir
[1] james
[1] william
[1] redhouse
[1] html5
[1] datalist
[1] javascript

Top Hashtags in Tweet in G8:
[10] opensourceresearch
[6] developer
[6] students
[6] education
[6] elearning
[6] javascript
[6] devhoot
[6] youtube
[6] tutorial
[6] programming

Top Hashtags in Tweet in G9:
[1] opensourcehardware
[1] opensourceresearch
[1] watersecurity
[1] diwosurvival

Top Hashtags in Tweet in G10:
[7] sources
[7] sourcecode
[7] sourcerer
[7] careers
[7] sourcing
[5] opensource
[4] opensourceresearch
[3] jobs
[3] github
[3] code

Top Words
Top Words in Tweet in Entire Graph:
[1871] Words in Sentiment List#1: Positive
[393] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[65242] Non-categorized Words
[67506] Total Words
[2046] #opensourceresearch
[789] proms
[680] monicamillan72
[648] #some4surgery
[584] inesrpsurg

Top Words in Tweet in G1:
[820] #opensourceresearch
[366] monicamillan72
[312] proms
[250] gianlucapellino
[242] #some4surgery
[242] inesrpsurg
[232] j_rosellon
[216] project
[215] ionutnegoi
[202] 2

Top Words in Tweet in G2:
[727] #opensourceresearch
[333] proms
[283] inesrpsurg
[260] ionutnegoi
[249] monicamillan72
[244] mostafashalaby
[224] gae_gallo
[212] gianlucapellino
[198] project
[197] juliomayol

Top Words in Tweet in G3:
[389] #opensourceresearch
[234] #some4surgery
[155] #some4iqlatam
[144] #some4
[144] #some4pedsurg
[141] #ehealth
[140] proms
[132] #pediatricsurgery
[117] juliomayol
[114] #globalsurgery

Top Words in Tweet in G4:
[42] freecad
[42] 3d
[42] parametric
[21] ep025
[21] modeler
[21] out
[21] great
[21] time
[21] interviewing
[21] thekurtwk

Top Words in Tweet in G5:
[8] amizota
[8] breast
[8] cancer
[8] pesticides
[5] #opensourceresearch
[4] fibroidsupport
[4] sciam
[4] larabriden
[4] notofibroids
[4] des_journal

Top Words in Tweet in G6:
[9] #linux
[9] #opensourceresearch
[7] one
[7] month
[7] away
[7] scale
[7] 18x
[7] #conference
[7] down
[7] #pasadena

Top Words in Tweet in G7:
[11] #opensourceresearch
[5] #opensource
[3] 1
[2] find
[2] studies

Top Words in Tweet in G8:
[10] #opensourceresearch
[6] #developer
[6] #students
[6] #education
[6] #elearning
[6] #javascript
[6] #devhoot
[6] #youtube
[6] #tutorial
[6] #programming

Top Words in Tweet in G9:
[7] weekend
[7] imvectech
[7] using
[7] v0
[7] 1
[7] monitoring
[7] río
[7] anóia
[7] first
[7] deployment

Top Words in Tweet in G10:
[13] #opensource
[10] #opensourceresearch
[7] now
[7] #sources
[7] #sourcecode
[7] #sourcerer
[7] #careers
[7] #sourcing
[7] #jobs
[7] #github

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[345] #opensourceresearch,project
[327] colorectal,surgery
[210] #opensourceresearch,collaboration
[184] eortc,qlq
[181] proms,colorectal
[169] project,2
[161] reported,outcome
[154] j_rosellon,monicamillan72
[152] eq,5d
[144] #some4,#some4pedsurg

Top Word Pairs in Tweet in G1:
[157] #opensourceresearch,project
[121] j_rosellon,monicamillan72
[118] colorectal,surgery
[92] eortc,qlq
[82] project,2
[73] #opensourceresearch,collaboration
[68] proms,colorectal
[66] #opensourceresearch,#some4surgery
[62] reported,outcome
[56] patient,reported

Top Word Pairs in Tweet in G2:
[136] #opensourceresearch,project
[132] colorectal,surgery
[93] #opensourceresearch,collaboration
[76] eq,5d
[74] reported,outcome
[74] ionutnegoi,monicamillan72
[70] project,2
[69] proms,colorectal
[67] eortc,qlq
[61] gae_gallo,ionutnegoi

Top Word Pairs in Tweet in G3:
[137] #some4,#some4pedsurg
[132] #pediatricsurgery,#opensourceresearch
[129] #ehealth,#pediatricsurgery
[114] #globalsurgery,#some4iqlatam
[110] #some4surgleadership,#ehealth
[109] #some4surgery,#some4hpb
[109] #some4hpb,#some4
[107] #some4pedsurg,#globalsurgery
[83] #scitwitter,#scicomm
[79] #some4precision,#some4surgleadership

Top Word Pairs in Tweet in G4:
[42] 3d,parametric
[21] ep025,freecad
[21] freecad,3d
[21] parametric,modeler
[21] modeler,out
[21] out,great
[21] great,time
[21] time,interviewing
[21] interviewing,thekurtwk
[21] thekurtwk,freecadnews

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

Top Word Pairs in Tweet in G6:
[7] one,month
[7] month,away
[7] away,scale
[7] scale,18x
[7] 18x,#conference
[7] #conference,down
[7] down,#pasadena
[7] #pasadena,wait
[7] wait,see
[7] see,folks

Top Word Pairs in Tweet in G7:
[2] #opensource,#opensourceresearch
[2] #opensourceresearch,#opensource

Top Word Pairs in Tweet in G8:
[6] #developer,#students
[6] #students,#education
[6] #education,#elearning
[6] #elearning,#javascript
[6] #javascript,#opensourceresearch
[6] #opensourceresearch,#devhoot
[6] #devhoot,#youtube
[6] #youtube,#tutorial
[6] #tutorial,#programming
[6] #programming,#codinglife

Top Word Pairs in Tweet in G9:
[7] weekend,imvectech
[7] imvectech,using
[7] using,v0
[7] v0,1
[7] 1,monitoring
[7] monitoring,río
[7] río,anóia
[7] anóia,first
[7] first,deployment
[7] deployment,new

Top Word Pairs in Tweet in G10:
[7] now,#sources
[7] #sources,#sourcecode
[7] #sourcecode,#sourcerer
[7] #sourcerer,#careers
[7] #careers,#sourcing
[7] #sourcing,#opensource
[7] #opensource,#opensourceresearch
[7] #opensourceresearch,#jobs
[7] #jobs,#github
[7] #code,#coder

Top Replied-To
Top Replied-To in Entire Graph:
@c_mellenthin
@alaael_hussuna
@gae_gallo
@ionutnegoi
@juliomayol
@mostafashalaby
@gianlucapellino
@inesrpsurg
@jogaivatury
@rebgross

Top Replied-To in G1:
@alaael_hussuna
@ionutnegoi
@gianlucapellino
@c_mellenthin
@mostafashalaby
@gae_gallo
@ownyourcrohns
@vicenthernande9
@ibd_afzali
@inesrpsurg

Top Replied-To in G2:
@c_mellenthin
@gae_gallo
@alaael_hussuna
@ionutnegoi
@inesrpsurg
@mostafashalaby
@yazmaeda
@jogaivatury
@rebgross
@harlehd92

Top Replied-To in G3:
@juliomayol
@alaael_hussuna
@deliacortesguir
@me4ped
@c_mellenthin
@researchactive
@worldjsurg
@ionutnegoi
@sminaev2015
@mostafashalaby

Top Replied-To in G5:
@fibroidsupport
@freeblackgirl

Top Mentioned
Top Mentioned in Entire Graph:
@monicamillan72
@inesrpsurg
@gianlucapellino
@ionutnegoi
@mostafashalaby
@escp_tweets
@juliomayol
@gae_gallo
@j_rosellon
@swexner

Top Mentioned in G1:
@monicamillan72
@inesrpsurg
@j_rosellon
@gianlucapellino
@escp_tweets
@ionutnegoi
@gae_gallo
@mostafashalaby
@alaael_hussuna
@juliomayol

Top Mentioned in G2:
@inesrpsurg
@monicamillan72
@ionutnegoi
@mostafashalaby
@gianlucapellino
@juliomayol
@gae_gallo
@escp_tweets
@swexner
@alaael_hussuna

Top Mentioned in G3:
@juliomayol
@swexner
@monicamillan72
@mostafashalaby
@gianlucapellino
@inesrpsurg
@ionutnegoi
@gae_gallo
@minaya_bravo
@alaael_hussuna

Top Mentioned in G4:
@thekurtwk
@freecadnews

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

Top Mentioned in G6:
@vmware
@cloudnativefdn
@linode
@ixsystems
@freebsdfndation

Top Mentioned in G8:
@targetvalidate
@dunhamreal

Top Mentioned in G9:
@imvectech
@coactlab

Top Tweeters
Top Tweeters in Entire Graph:
@aaroncuddeback
@caring_mobile
@forbes
@ganjasmokercb
@juliomayol
@theeconomist
@nmetinyurt
@kenzeroharm
@rstatstweet
@sminaev2015

Top Tweeters in G1:
@kenzeroharm
@thomashilbig2
@bengoldacre
@randcorporation
@rogerth71142375
@gmacscotland
@salemsamer
@fibroidnetwork
@amcollsurgeons
@icijorg

Top Tweeters in G2:
@forbes
@theeconomist
@epatientdave
@trishgreenhalgh
@asiritrauma1
@empoweringpts9
@patient
@tonygonzalezc
@kittygibson90
@david_ukan

Top Tweeters in G3:
@caring_mobile
@ganjasmokercb
@juliomayol
@nmetinyurt
@sminaev2015
@celestinogutirr
@pakay20
@hernangraffe
@vilavaite
@mededbot

Top Tweeters in G4:
@almu_hs
@obijuan_cube
@beatnikqueen
@jcarolinares
@bitacovir
@lgworld
@camcar_soft
@app4soft
@laurent3720
@_iandatux_

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

Top Tweeters in G6:
@llnuxbot
@linuxdreams
@vmware
@gowthamsadasiva
@cloudnativefdn
@linode
@ixsystems
@socallinuxexpo
@freebsdfndation
@miker256

Top Tweeters in G7:
@donaldtrumpwall
@eren_niazi
@mattybv3
@nerlanr
@camarelli74
@dahelmetguy
@muharremdoganci
@shikalegend
@cost_portasap
@gahltech

Top Tweeters in G8:
@aaroncuddeback
@cp_fischer
@byte_code_
@mongoosepvt
@ivivek87
@profjohnatodd
@targetvalidate
@dunhamreal
@ehthing
@dev_hoot

Top Tweeters in G9:
@jamescrowley
@canepaoneto
@imvectech
@niklas_jordan
@cavepearllog
@lanascitech
@coactlab
@hackingecology

Top Tweeters in G10:
@mayur_shingote
@dusanka52843486
@abhishek4273
@stevenfather
@namescost


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