#OpenSourceResearch + missing tweets/RTs 16-18 Jan, Twitter, 4/19/2020 12:07:21 PM, 225199


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NodeXL Twitter #OpenSourceResearch + missing tweets/RTs 16-18 Jan Sunday, 19 April 2020 at 11:36 UTC
NodeXL Twitter #OpenSourceResearch missing tweets/RTs 16-18 Jan Sunday, 19 April 2020 at 11:36 UTC
From:
scotpublichealth
Uploaded on:
April 19, 2020
Short Description:
#OpenSourceResearch missing tweets/RTs 16-18 Jan via NodeXL https://bit.ly/3evQ8tf
@alaael_hussuna
@sminaev2015
@gianlucapellino
@inesrpsurg
@monicamillan72
@juliomayol
@yorklawlondon
@fibroidinfo
@swexner
@gae_gallo

Top hashtags:
#opensourceresearch
#some4surgery

Description:
Description
The graph represents a network of 72 Twitter users whose recent tweets were included in a list (#OpenSourceResearch missing tweets/RTs 16-18 Jan) of 91 tweet IDs, or who were replied to or mentioned in those tweets. 91 out of 91 tweets were collected. The network was obtained from Twitter on Sunday, 19 April 2020 at 11:36 UTC.

The tweets in the network were tweeted over the 3-day, 5-hour, 39-minute period from Thursday, 16 January 2020 at 07:38 UTC to Sunday, 19 January 2020 at 13:18 UTC.

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 : 515
Unique Edges : 2085
Edges With Duplicates : 13984
Total Edges : 16069
Self-Loops : 174
Reciprocated Vertex Pair Ratio : 0.133666112035496
Reciprocated Edge Ratio : 0.235812133072407
Connected Components : 26
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 423
Maximum Edges in a Connected Component : 15892
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.343916
Graph Density : 0.015443315326206
Modularity : 0.117586
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 72 Twitter users whose recent tweets were included in a list (#OpenSourceResearch + missing tweets/RTs 16-18 Jan) of 91 tweet IDs, or who were replied to or mentioned in those tweets. 91 out of 91 tweets were collected. The network was obtained from Twitter on Sunday, 19 April 2020 at 11:36 UTC.

The tweets in the network were tweeted over the 3-day, 5-hour, 39-minute period from Thursday, 16 January 2020 at 07:38 UTC to Sunday, 19 January 2020 at 13:18 UTC.

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 : TwitterIDList
Graph Term : #OpenSourceResearch + missing tweets/RTs 16-18 Jan
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:
[7] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4609224/
[6] 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220505
[2] https://journals.plos.org/plosone/doi?id=10.1371/journal.pmed.1002071
[2] https://www.ncbi.nlm.nih.gov/pubmed/25203082
[2] https://twitter.com/AlaaEl_Hussuna/status/1228930969035517953

Top URLs in Tweet in G2:
[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://twitter.com/GianlucaPellino/status/1220637045954994176
[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/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 G3:
[4] https://www.ncbi.nlm.nih.gov/pubmed/25203082
[2] https://docs.google.com/document/d/1mG4hqBixvo-4OowxUapELpOQQCW-GcKRCm7PMiHQgkE/edit?usp=sharing
[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://drive.google.com/drive/folders/1qmyh8IQ47R_PEC9V-T-fyB9J_suFj2Se?usp=sharing
[1] https://docs.google.com/forms/d/e/1FAIpQLScAbNbfxLGq_KhuOfrScv5qbnOnZR3sY3oBrCjqDsR1CPApCQ/viewform?embedded=true
[1] http://docs.google.com/forms/d/e/1FAI/

Top URLs in Tweet in G4:
[6] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4609224/
[2] https://docs.google.com/document/d/1MkqGCgM4_xXh5Gc48FdUDDAXWkjMEjKmCO95vl608Po/edit?usp=sharing
[1] https://www.ncbi.nlm.nih.gov/pubmed/25203082
[1] https://twitter.com/AlaaEl_Hussuna/status/1224997313619419136
[1] https://journals.lww.com/dcrjournal/Abstract/publishahead/Reducing_patient_burden_and_improving_data_quality.99735.aspx

Top URLs in Tweet in G5:
[1] https://flossforscience.com/podcast/season3-episode1

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

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

Top URLs in Tweet in G9:
[1] https://twitter.com/targetvalidate/status/1223282699101769728
[1] https://twitter.com/Dev_Hoot/status/1219311712098246665

Top Domains
Top Domains in Tweet in Entire Graph:
[88] 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:
[59] twitter.com
[16] nih.gov
[7] google.com
[4] springer.com
[2] nodexlgraphgallery.org
[2] plos.org
[1] lww.com
[1] euroqol.org
[1] eortc.org
[1] wakelet.com

Top Domains in Tweet in G2:
[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 G3:
[17] twitter.com
[6] google.com
[6] nih.gov
[3] economist.com
[1] linkedin.com
[1] plos.org
[1] nodexlgraphgallery.org

Top Domains in Tweet in G4:
[7] nih.gov
[2] google.com
[1] twitter.com
[1] lww.com

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

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

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] linuxtechlab.com
[1] socallinuxexpo.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1297] opensourceresearch
[263] some4surgery
[171] colorectalsurgery
[138] proms
[128] sibdq
[105] some4
[98] some4pedsurg
[97] ibd
[85] some4hpb
[79] some4iqlatam



Top Hashtags in Tweet in G1:
[668] opensourceresearch
[123] colorectalsurgery
[108] sibdq
[105] proms
[83] ibd
[80] some4surgery
[57] osrweek2
[49] patient
[46] patients
[40] sf36

Top Hashtags in Tweet in G2:
[155] opensourceresearch
[132] some4surgery
[98] some4
[91] some4pedsurg
[79] some4hpb
[74] some4iqlatam
[44] globalsurgery
[33] some4precision
[22] precisionsurgery
[18] ehealth

Top Hashtags in Tweet in G3:
[293] opensourceresearch
[25] some4surgery
[18] colorectalsurgery
[13] sibdq
[13] proms
[11] osrweek2
[9] patients
[9] sf36
[7] ibd
[6] patient

Top Hashtags in Tweet in G4:
[130] opensourceresearch
[26] some4surgery
[14] colorectalsurgery
[11] osrweek4
[11] proms
[5] europower
[5] osrweek3
[4] patients
[4] surgeons
[1] ibd

Top Hashtags in Tweet in G5:
[1] opensource
[1] opensourceresearch
[1] podcast
[1] podcasts

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

Top Hashtags in Tweet in G7:
[12] 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:
[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 G9:
[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 G10:
[1] opensourcehardware
[1] opensourceresearch
[1] watersecurity
[1] diwosurvival

Top Words
Top Words in Tweet in Entire Graph:
[432] Words in Sentiment List#1: Positive
[112] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[14581] Non-categorized Words
[15125] Total Words
[463] #opensourceresearch
[153] inesrpsurg
[141] monicamillan72
[121] juliomayol
[117] proms

Top Words in Tweet in G1:
[189] #opensourceresearch
[58] inesrpsurg
[58] monicamillan72
[53] #some4surgery
[53] alaael_hussuna
[46] project
[44] escp_tweets
[40] #colorectalsurgery
[39] gianlucapellino
[38] juliomayol

Top Words in Tweet in G2:
[35] #opensourceresearch
[29] #some4surgery
[20] #some4iqlatam
[19] #some4
[19] #some4pedsurg
[18] juliomayol
[18] #ehealth
[18] #pediatricsurgery
[17] #globalsurgery
[15] #some4hpb

Top Words in Tweet in G3:
[195] #opensourceresearch
[80] inesrpsurg
[77] proms
[75] monicamillan72
[73] ionutnegoi
[69] mostafashalaby
[68] gae_gallo
[62] gianlucapellino
[60] juliomayol
[58] project

Top Words in Tweet in G4:
[9] #opensourceresearch
[7] inesrpsurg
[5] c_mellenthin
[5] surgnags
[5] juliomayol
[5] swexner
[5] minaya_bravo
[5] angusgkmcnair
[5] mostafashalaby
[5] ionutnegoi

Top Words in Tweet in G5:
[2] freecad
[2] 3d
[2] parametric

Top Words in Tweet in G6:
[2] amizota
[2] breast
[2] cancer
[2] pesticides

Top Words in Tweet in G7:
[12] #opensourceresearch
[5] #opensource
[3] 1
[2] more
[2] find
[2] one
[2] studies
[2] green

Top Words in Tweet in G8:
[2] #linux
[2] #opensourceresearch

Top Words in Tweet in G9:
[2] #opensourceresearch

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[87] #opensourceresearch,project
[56] colorectal,surgery
[46] reported,outcome
[44] project,2
[34] gae_gallo,ionutnegoi
[33] eortc,qlq
[32] ionutnegoi,monicamillan72
[28] patient,reported
[28] outcome,colorectal
[28] #opensourceresearch,collaboration

Top Word Pairs in Tweet in G1:
[41] #opensourceresearch,project
[21] project,2
[19] #opensourceresearch,#osrweek1
[19] eortc,qlq
[16] colorectal,surgery
[16] join,#opensourceresearch
[14] follow,up
[14] #some4surgery,escp_tweets
[14] reported,outcome
[14] j_rosellon,monicamillan72

Top Word Pairs in Tweet in G2:
[18] #some4,#some4pedsurg
[18] #pediatricsurgery,#opensourceresearch
[17] #globalsurgery,#some4iqlatam
[17] #ehealth,#pediatricsurgery
[16] #some4pedsurg,#globalsurgery
[15] #some4surgery,#some4hpb
[15] #some4hpb,#some4
[14] #some4surgleadership,#ehealth
[11] #some4precision,#some4surgleadership
[11] #scitwitter,#scicomm

Top Word Pairs in Tweet in G3:
[40] #opensourceresearch,project
[36] colorectal,surgery
[28] reported,outcome
[27] #opensourceresearch,collaboration
[20] project,2
[20] patient,reported
[19] ionutnegoi,monicamillan72
[18] gae_gallo,ionutnegoi
[17] proms,colorectal
[17] crohnscolitisfn,crohnscolitisuk

Top Word Pairs in Tweet in G4:
[3] c_mellenthin,inesrpsurg
[3] inesrpsurg,escp_tweets
[3] escp_tweets,gae_gallo
[3] gae_gallo,ionutnegoi
[3] ionutnegoi,monicamillan72
[3] juliomayol,youescp
[3] youescp,yazmaeda
[3] yazmaeda,sosurg
[3] sosurg,swexner
[3] swexner,drivadeneiramd

Top Word Pairs in Tweet in G5:
[2] 3d,parametric

Top Word Pairs in Tweet in G6:
[2] breast,cancer

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

Top Replied-To
Top Replied-To in Entire Graph:
@inesrpsurg
@c_mellenthin
@mostafashalaby
@ionutnegoi
@alaael_hussuna
@empoweringpts9
@gae_gallo
@littlemissileo
@gianlucapellino
@lliheus

Top Replied-To in G1:
@inesrpsurg
@alaael_hussuna
@mostafashalaby
@ionutnegoi
@gianlucapellino
@empoweringpts9
@pmyrelid
@ownyourcrohns
@vicenthernande9
@monicamillan72

Top Replied-To in G2:
@juliomayol
@empoweringpts9
@mostafashalaby
@inesrpsurg
@deliacortesguir
@cirbosque
@researchactive
@worldjsurg
@alaael_hussuna
@me4ped

Top Replied-To in G3:
@c_mellenthin
@inesrpsurg
@ionutnegoi
@gae_gallo
@littlemissileo
@yazmaeda
@lliheus
@mostafashalaby
@rebgross
@jogaivatury

Top Replied-To in G4:
@alaael_hussuna
@mostafashalaby
@empoweringpts9

Top Replied-To in G6:
@fibroidsupport

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

Top Mentioned in G1:
@monicamillan72
@inesrpsurg
@escp_tweets
@alaael_hussuna
@juliomayol
@gianlucapellino
@j_rosellon
@swexner
@youescp
@gae_gallo

Top Mentioned in G2:
@juliomayol
@swexner
@youescp
@inesrpsurg
@angusgkmcnair
@c_mellenthin
@minaya_bravo
@antoninospin
@bottomdoc
@acpgbi

Top Mentioned in G3:
@monicamillan72
@inesrpsurg
@mostafashalaby
@ionutnegoi
@gae_gallo
@juliomayol
@gianlucapellino
@swexner
@vblush
@youescp

Top Mentioned in G4:
@inesrpsurg
@c_mellenthin
@surgnags
@juliomayol
@swexner
@angusgkmcnair
@ionutnegoi
@antoninospin
@minaya_bravo
@gae_gallo

Top Mentioned in G5:
@thekurtwk
@freecadnews

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

Top Mentioned in G8:
@vmware
@cloudnativefdn
@linode
@ixsystems
@freebsdfndation

Top Mentioned in G9:
@targetvalidate
@dunhamreal

Top Mentioned in G10:
@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
@epatientdave
@bengoldacre
@rogerth71142375
@gmacscotland
@salemsamer
@empoweringpts9
@fibroidnetwork
@patient

Top Tweeters in G2:
@caring_mobile
@ganjasmokercb
@juliomayol
@sminaev2015
@celestinogutirr
@pakay20
@hernangraffe
@vilavaite
@swexner
@mededbot

Top Tweeters in G3:
@forbes
@theeconomist
@nmetinyurt
@randcorporation
@trishgreenhalgh
@alee7095
@asiritrauma1
@kittygibson90
@jdimick1
@david_ukan

Top Tweeters in G4:
@tonygonzalezc
@neil_j_smart
@bottomdoc
@manishchandsurg
@profdemartines
@drjamesglasbey
@elopezgavito
@schadi_crs
@profw_edinsurg
@mcfark

Top Tweeters in G5:
@almu_hs
@obijuan_cube
@beatnikqueen
@jcarolinares
@bitacovir
@lgworld
@camcar_soft
@app4soft
@laurent3720
@_iandatux_

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

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

Top Tweeters in G8:
@llnuxbot
@linuxdreams
@vmware
@gowthamsadasiva
@cloudnativefdn
@linode
@ixsystems
@socallinuxexpo
@freebsdfndation
@miker256

Top Tweeters in G9:
@aaroncuddeback
@cp_fischer
@byte_code_
@mongoosepvt
@ivivek87
@profjohnatodd
@targetvalidate
@dunhamreal
@ehthing
@dev_hoot

Top Tweeters in G10:
@jamescrowley
@canepaoneto
@imvectech
@niklas_jordan
@cavepearllog
@lanascitech
@coactlab
@hackingecology


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