#OpenSourceResearch, Twitter, 2/2/2020 11:33:38 PM, 220495


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#OpenSourceResearch Twitter NodeXL SNA Map and Report for Sunday, 02 February 2020 at 23:28 UTC
#OpenSourceResearch Twitter NodeXL SNA Map and Report for Sunday, 02 February 2020 at 23:28 UTC
From:
scotpublichealth
Uploaded on:
February 02, 2020
Short Description:
#OpenSourceResearch via NodeXL http://bit.ly/37VJeK4
@alaael_hussuna
@sminaev2015
@monicamillan72
@gianlucapellino
@inesrpsurg
@juliomayol
@swexner
@yorklawlondon
@j_rosellon
@gae_gallo

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

Description:
Description
The graph represents a network of 151 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 Sunday, 02 February 2020 at 23:28 UTC.

The tweets in the network were tweeted over the 7-day, 2-hour, 45-minute period from Sunday, 26 January 2020 at 08:26 UTC to Sunday, 02 February 2020 at 11:12 UTC.

It adds to map tweeted previously: http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220313

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 : 370
Unique Edges : 1609
Edges With Duplicates : 6587
Total Edges : 8196
Self-Loops : 77
Reciprocated Vertex Pair Ratio : 0.110885458976442
Reciprocated Edge Ratio : 0.19963436928702
Connected Components : 18
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 315
Maximum Edges in a Connected Component : 8090
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.24993
Graph Density : 0.0200322273493005
Modularity : 0.145184
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 151 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 Sunday, 02 February 2020 at 23:28 UTC.

The tweets in the network were tweeted over the 7-day, 2-hour, 45-minute period from Sunday, 26 January 2020 at 08:26 UTC to Sunday, 02 February 2020 at 11:12 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
[8] https://nameliquidate.com/sorcerer.dev
[4] https://twitter.com/GianlucaPellino/status/1220637045954994176
[3] https://dan.com/buy-domain/sourcerer.dev?redirected=true&tld=dev
[3] https://dan.com/buy-domain/sorcerer.dev?redirected=true&tld=dev
[3] https://twitter.com/GianlucaPellino/status/1219246443573149701
[3] https://journals.plos.org/plosone/doi?id=10.1371/journal.pmed.1002071
[2] https://twitter.com/GianlucaPellino/status/1218949159941824512
[2] https://www.ncbi.nlm.nih.gov/pubmed/8759664
[2] https://linuxtechlab.com/linux-monitoring-tool-install-omd-open-monitoring-distribution/

Top URLs in Tweet in G1:
[2] https://docs.google.com/document/d/1MkqGCgM4_xXh5Gc48FdUDDAXWkjMEjKmCO95vl608Po/edit?usp=sharing
[2] https://www.ncbi.nlm.nih.gov/pubmed/8759664
[2] https://twitter.com/GianlucaPellino/status/1220637045954994176
[2] https://twitter.com/GianlucaPellino/status/1219246443573149701
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/10448266/?i=6&from=EORTC%20colorevtal%20construction%20and%20testing
[1] https://www.eortc.org/
[1] https://twitter.com/cancerphysicist/status/1223220405290373124?s=19
[1] https://journals.plos.org/plosone/doi?id=10.1371/journal.pmed.1002071
[1] https://twitter.com/littlemissileo/status/1219334807668371463
[1] https://twitter.com/mostafashalaby/status/1219333887261802496

Top URLs in Tweet in G2:
[3] 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/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/josephsakran/status/1216341896907382784
[1] https://twitter.com/sminaev2015/status/1211249697660243969
[1] https://link.springer.com/referenceworkentry/10.1007/978-3-662-43588-5_23

Top URLs in Tweet in G3:
[1] https://twitter.com/inesrpsurg/status/1216717148464304128
[1] https://twitter.com/ownyourcrohns/status/1220021151981821952
[1] https://twitter.com/GianlucaPellino/status/1218949159941824512
[1] https://www.linkedin.com/slink?code=fyGJNU9
[1] https://www.economist.com/business/2020/01/23/the-number-of-the-best
[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/1MkqGCgM4_xXh5Gc48FdUDDAXWkjMEjKmCO95vl608Po/edit?usp=sharing

Top URLs in Tweet in G4:
[8] https://docs.google.com/document/d/1MkqGCgM4_xXh5Gc48FdUDDAXWkjMEjKmCO95vl608Po/edit?usp=sharing
[1] https://twitter.com/alaael_hussuna/status/1223160813122441216
[1] https://journals.plos.org/plosone/doi?id=10.1371/journal.pmed.1002071
[1] https://twitter.com/InesRPsurg/status/1216622142298652672
[1] https://twitter.com/InesRPsurg/status/1216984625400037377
[1] https://twitter.com/juliomayol/status/1218839584169172992
[1] https://twitter.com/AlaaEl_Hussuna/status/1218933608163028998
[1] https://twitter.com/InesRPsurg/status/1216621538155409408
[1] https://twitter.com/InesRPsurg/status/1216728764152979458
[1] https://twitter.com/InesRPsurg/status/1216979699764727813

Top URLs in Tweet in G5:
[1] https://www.tandfonline.com/doi/full/10.1080/08989621.2017.1405259?cookieSet=1

Top URLs in Tweet in G6:
[1] https://www.ncbi.nlm.nih.gov/pubmed/31807478

Top URLs in Tweet in G8:
[1] https://www.kaggle.com/abhishek4273/classification-using-monk-design-a-custom-network
[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] https://fcw.com/articles/2020/01/08/eandc-hearing-platform-regulation.aspx?utm_content=113646902&utm_medium=social&utm_source=twitter&hss_channel=tw-877968430623850496
[1] http://activitypub.rocks/
[1] https://github.com/th3unkn0n/TeleGram-Scraper

Top URLs in Tweet in G9:
[1] https://twitter.com/Dev_Hoot/status/1219311712098246665

Top Domains
Top Domains in Tweet in Entire Graph:
[52] twitter.com
[15] google.com
[8] nameliquidate.com
[6] dan.com
[5] nih.gov
[3] springer.com
[3] plos.org
[2] linuxtechlab.com
[2] economist.com
[1] github.com

Top Domains in Tweet in G1:
[20] twitter.com
[3] nih.gov
[2] google.com
[2] springer.com
[1] eortc.org
[1] plos.org
[1] lww.com

Top Domains in Tweet in G2:
[4] twitter.com
[3] google.com
[1] oup.com
[1] co.uk
[1] springer.com

Top Domains in Tweet in G3:
[13] twitter.com
[2] economist.com
[2] google.com
[1] linkedin.com
[1] plos.org
[1] nih.gov

Top Domains in Tweet in G4:
[14] twitter.com
[8] google.com
[1] plos.org

Top Domains in Tweet in G5:
[1] tandfonline.com

Top Domains in Tweet in G6:
[1] nih.gov

Top Domains in Tweet in G8:
[1] kaggle.com
[1] blogspot.com
[1] cagdassozluk.com
[1] tarihvemedeniyet.org
[1] fcw.com
[1] activitypub.rocks
[1] github.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[671] opensourceresearch
[128] sibdq
[114] colorectalsurgery
[108] some4surgery
[90] ibd
[76] proms
[70] osrweek2
[57] patient
[51] some4hpb
[51] some4



Top Hashtags in Tweet in G1:
[286] opensourceresearch
[102] sibdq
[82] colorectalsurgery
[78] ibd
[55] proms
[52] osrweek2
[47] patient
[27] some4surgery
[26] osrweek1
[21] patients

Top Hashtags in Tweet in G2:
[57] opensourceresearch
[56] some4surgery
[48] some4hpb
[48] some4
[41] some4pedsurg
[41] some4iqlatam
[23] some4precision
[18] precisionsurgery
[15] globalsurgery
[10] patients

Top Hashtags in Tweet in G3:
[160] opensourceresearch
[12] colorectalsurgery
[10] some4surgery
[10] sibdq
[8] osrweek2
[6] proms
[6] patient
[6] ibd
[4] patients
[4] osrweek1

Top Hashtags in Tweet in G4:
[132] opensourceresearch
[13] some4surgery
[12] osrweek3
[11] colorectalsurgery
[11] sibdq
[10] europower
[10] proms
[8] osrweek2
[6] osrweek1
[6] patients

Top Hashtags in Tweet in G5:
[7] opensourceresearch
[2] some4surgery
[1] sibdq
[1] some4ibd
[1] some4hpb
[1] some4
[1] some4pedsurg
[1] some4iqlatam
[1] some4precision
[1] proms

Top Hashtags in Tweet in G6:
[1] epitwitter
[1] opensourceresearch

Top Hashtags in Tweet in G7:
[1] opensourcehardware
[1] opensourceresearch
[1] watersecurity
[1] diwosurvival

Top Hashtags in Tweet in G8:
[7] opensourceresearch
[4] opensource
[1] contributter
[1] artificialintelligence
[1] machinelearning
[1] deeplearning
[1] 100daysofcode
[1] 100daysofmlcode
[1] kaggle
[1] research

Top Hashtags in Tweet in G9:
[6] developer
[6] students
[6] education
[6] elearning
[6] javascript
[6] opensourceresearch
[6] devhoot
[6] youtube
[6] tutorial
[6] programming

Top Hashtags in Tweet in G10:
[2] tidytuesday
[1] sciencetwitter
[1] rstats
[1] opensourceresearch

Top Words
Top Words in Tweet in Entire Graph:
[1310] Words in Sentiment List#1: Positive
[198] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[36523] Non-categorized Words
[38031] Total Words
[1136] #opensourceresearch
[464] monicamillan72
[354] project
[342] #some4surgery
[274] proms

Top Words in Tweet in G1:
[458] #opensourceresearch
[227] monicamillan72
[189] j_rosellon
[163] #sibdq
[149] #some4surgery
[133] escp_tweets
[124] gianlucapellino
[124] project
[119] join
[117] #colorectalsurgery

Top Words in Tweet in G2:
[173] #opensourceresearch
[103] #some4surgery
[72] #some4
[72] #some4pedsurg
[72] #some4iqlatam
[72] #some4surgleadership
[72] #ehealth
[72] #pediatricsurgery
[67] juliomayol
[58] #some4hpb

Top Words in Tweet in G3:
[206] #opensourceresearch
[84] monicamillan72
[73] project
[67] proms
[62] ionutnegoi
[60] 2
[60] inesrpsurg
[54] mostafashalaby
[52] gianlucapellino
[51] gae_gallo

Top Words in Tweet in G4:
[241] #opensourceresearch
[115] monicamillan72
[113] project
[106] mostafashalaby
[101] inesrpsurg
[99] ionutnegoi
[98] gae_gallo
[89] 2
[83] surgery
[77] juliomayol

Top Words in Tweet in G5:
[16] proms
[15] #opensourceresearch
[14] research
[10] seeding
[6] medical
[6] function
[5] patient
[5] grave
[5] fraudulence
[5] device

Top Words in Tweet in G6:
[8] amizota
[8] breast
[8] cancer
[8] pesticides
[4] fibroidsupport
[4] sciam
[4] larabriden
[4] notofibroids
[4] des_journal
[4] fertstert

Top Words in Tweet in G7:
[6] weekend
[6] imvectech
[6] using
[6] v0
[6] 1
[6] monitoring
[6] río
[6] anóia
[6] first
[6] deployment

Top Words in Tweet in G8:
[7] #opensourceresearch
[4] #opensource
[2] 0
[2] find

Top Words in Tweet in G9:
[6] #developer
[6] #students
[6] #education
[6] #elearning
[6] #javascript
[6] #opensourceresearch
[6] #devhoot
[6] #youtube
[6] #tutorial
[6] #programming

Top Words in Tweet in G10:
[4] dataset
[2] sci
[2] hub
[2] download
[2] statistics
[2] out
[2] rich
[2] go
[2] #tidytuesday
[2] hadleywickham

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[247] #opensourceresearch,project
[179] colorectal,surgery
[168] eortc,qlq
[154] j_rosellon,monicamillan72
[150] reported,outcome
[126] patient,reported
[100] project,2
[96] gae_gallo,ionutnegoi
[90] ionutnegoi,monicamillan72
[76] #opensourceresearch,#some4surgery

Top Word Pairs in Tweet in G1:
[116] j_rosellon,monicamillan72
[87] #opensourceresearch,project
[72] eortc,qlq
[48] #opensourceresearch,#some4surgery
[47] colorectal,surgery
[46] reported,outcome
[44] follow,up
[42] #some4surgery,#osrweek2
[41] patient,reported
[39] #colorectalsurgery,#ibd

Top Word Pairs in Tweet in G2:
[72] #some4,#some4pedsurg
[72] #some4surgleadership,#ehealth
[72] #ehealth,#pediatricsurgery
[72] #pediatricsurgery,#opensourceresearch
[58] #some4surgery,#some4hpb
[58] #some4hpb,#some4
[53] #some4precision,#some4surgleadership
[46] #some4pedsurg,#globalsurgery
[46] #globalsurgery,#some4iqlatam
[38] #some4iqlatam,#precisionsurgery

Top Word Pairs in Tweet in G3:
[53] #opensourceresearch,project
[39] colorectal,surgery
[38] reported,outcome
[32] patient,reported
[25] project,2
[21] eortc,qlq
[21] gae_gallo,ionutnegoi
[20] outcome,measures
[20] ionutnegoi,monicamillan72
[19] j_rosellon,monicamillan72

Top Word Pairs in Tweet in G4:
[76] #opensourceresearch,project
[67] colorectal,surgery
[55] eortc,qlq
[50] reported,outcome
[43] ionutnegoi,monicamillan72
[41] gae_gallo,ionutnegoi
[39] patient,reported
[31] project,2
[27] monicamillan72,mostafashalaby
[26] monicamillan72,inesrpsurg

Top Word Pairs in Tweet in G5:
[5] grave,fraudulence
[5] fraudulence,medical
[5] medical,device
[5] device,research
[5] research,narrative
[5] narrative,review
[5] review,pin
[5] pin,seeding
[5] seeding,study
[5] study,pinnacle

Top Word Pairs in Tweet in G6:
[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 G7:
[6] weekend,imvectech
[6] imvectech,using
[6] using,v0
[6] v0,1
[6] 1,monitoring
[6] monitoring,río
[6] río,anóia
[6] anóia,first
[6] first,deployment
[6] deployment,new

Top Word Pairs in Tweet in G8:
[2] #opensource,#opensourceresearch

Top Word Pairs in Tweet in G9:
[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 G10:
[2] sci,hub
[2] hub,download
[2] download,statistics
[2] statistics,out
[2] out,dataset
[2] dataset,rich
[2] rich,dataset
[2] dataset,go
[2] go,#tidytuesday
[2] #tidytuesday,hadleywickham

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

Top Replied-To in G1:
@ionutnegoi
@gianlucapellino
@c_mellenthin
@jogaivatury
@ownyourcrohns
@alaael_hussuna
@ibd_afzali
@monicamillan72
@inesrpsurg
@azmina_rose

Top Replied-To in G2:
@juliomayol
@deliacortesguir
@c_mellenthin
@researchactive
@ionutnegoi
@ownyourcrohns
@angusgkmcnair
@mostafashalaby
@cirbosque
@des_winter

Top Replied-To in G3:
@c_mellenthin
@ionutnegoi
@inesrpsurg
@gianlucapellino
@jogaivatury
@germ_red
@mostafashalaby
@ibd_afzali
@harlehd92
@angusgkmcnair

Top Replied-To in G4:
@c_mellenthin
@alaael_hussuna
@ionutnegoi
@harlehd92
@inesrpsurg
@ibd_afzali
@mostafashalaby
@angusgkmcnair
@jogaivatury
@beccajfish

Top Replied-To in G5:
@ownyourcrohns

Top Replied-To in G6:
@fibroidsupport

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

Top Mentioned in G1:
@monicamillan72
@j_rosellon
@escp_tweets
@gianlucapellino
@inesrpsurg
@ia_pouchgroup
@mondaynightibd
@gae_gallo
@crohnscolitisuk
@juliomayol

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

Top Mentioned in G3:
@monicamillan72
@gae_gallo
@inesrpsurg
@mostafashalaby
@ionutnegoi
@juliomayol
@gianlucapellino
@escp_tweets
@swexner
@j_rosellon

Top Mentioned in G4:
@monicamillan72
@mostafashalaby
@gae_gallo
@inesrpsurg
@ionutnegoi
@juliomayol
@minaya_bravo
@swexner
@youescp
@gianlucapellino

Top Mentioned in G5:
@icijorg
@bengoldacre
@monicamillan72
@moss_md
@gianlucapellino
@mondaynightibd
@y_ecco_ibd
@azmina_rose
@ibd_flomd
@ia_pouchgroup

Top Mentioned in G6:
@amizota
@sciam
@larabriden
@notofibroids
@des_journal
@fertstert
@endorescenter
@bcppartners
@wen_uk
@chemtrust

Top Mentioned in G7:
@imvectech
@coactlab

Top Mentioned in G10:
@hadleywickham
@sci_hub
@tidypod

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

Top Tweeters in G1:
@celestinogutirr
@epatientdave
@gmacscotland
@salemsamer
@patient
@amcollsurgeons
@aecirujanos
@gianlucapellino
@tonygonzalezc
@vblush

Top Tweeters in G2:
@caring_mobile
@ganjasmokercb
@juliomayol
@sminaev2015
@vilavaite
@swexner
@neilflochmd
@aurinna6
@scicommbot
@diannderecho

Top Tweeters in G3:
@forbes
@theeconomist
@nmetinyurt
@alee7095
@asiritrauma1
@kittygibson90
@jdimick1
@david_ukan
@patientsfirstuk
@asherief

Top Tweeters in G4:
@logghemd
@empoweringpts9
@neil_j_smart
@manishchandsurg
@ziadkhatib
@bjsurgery
@profdemartines
@elopezgavito
@dnepo
@drjamesglasbey

Top Tweeters in G5:
@kenzeroharm
@bengoldacre
@rogerth71142375
@fibroidnetwork
@icijorg
@sharmanlynne
@yorklawlondon
@globalsurg
@jdcamcolorectal
@mregueiromd

Top Tweeters in G6:
@sciam
@des_journal
@fibroidsupport
@fibroidinfo
@epi_twit
@larabriden
@chemtrust
@bcppartners
@wen_uk
@endorescenter

Top Tweeters in G7:
@jamescrowley
@canepaoneto
@imvectech
@niklas_jordan
@lanascitech
@coactlab
@hackingecology

Top Tweeters in G8:
@mattybv3
@nerlanr
@muharremdoganci
@shikalegend
@teslagov
@abhishek4273
@sheckspir88

Top Tweeters in G9:
@aaroncuddeback
@cp_fischer
@byte_code_
@mongoosepvt
@ehthing
@dev_hoot

Top Tweeters in G10:
@rstatstweet
@hadleywickham
@rhlvenugopal
@sci_hub
@tidypod