#SoMe4Precision, Twitter, 1/15/2019 4:25:28 AM, 181974


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#SoMe4Precision_2019-01-14_20-17-52.xlsx
#SoMe4Precision_2019-01-14_20-17-52.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 15, 2019
Short Description:
#SoMe4Precision via NodeXL http://bit.ly/2TKxMte
@juliomayol
@powarg07
@drivadeneiramd
@precisionso
@profdemartines
@jlblaslaina
@alaael_hussuna
@tony_calles
@manishchandsurg
@samatallahmd

Top hashtags:
#some4precision
#some4surgery
#precisionmedicine

Description:
Description
The graph represents a network of 287 Twitter users whose recent tweets contained "#SoMe4Precision", 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 Tuesday, 15 January 2019 at 04:18 UTC.

The tweets in the network were tweeted over the 9-day, 14-hour, 26-minute period from Saturday, 05 January 2019 at 09:44 UTC to Tuesday, 15 January 2019 at 00:11 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 : 287
Unique Edges : 679
Edges With Duplicates : 1832
Total Edges : 2511
Self-Loops : 109
Reciprocated Vertex Pair Ratio : 0.16060225846926
Reciprocated Edge Ratio : 0.276756756756757
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 282
Maximum Edges in a Connected Component : 2506
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.59875
Graph Density : 0.0112692185862918
Modularity : 0.174372
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://twitter.com/nresearchnews/status/1084098690820833280
[8] https://www.beckersasc.com/gastroenterology-and-endoscopy/crc-mortality-rates-expected-to-rise-by-2035-4-insights.html
[6] https://twitter.com/alanlparker/status/1084831106015346690
[6] https://twitter.com/erictopol/status/1083814870875697153
[6] https://twitter.com/medialab/status/1083430876648747008
[6] https://twitter.com/jsoriamd/status/1081275325009575941
[5] https://twitter.com/juliomayol/status/1083441401260621826
[5] https://www.youtube.com/watch?v=h0e2HAPTGF4

[4] https://twitter.com/juliomayol/status/1081624315337023490
[4] https://twitter.com/erictopol/status/1077991960248340481

Top URLs in Tweet in G1:
[4] https://twitter.com/nresearchnews/status/1084098690820833280
[3] https://twitter.com/medialab/status/1083430876648747008
[2] https://twitter.com/AnaAntonietta/status/1081530937433825283
[2] https://www.youtube.com/watch?v=h0e2HAPTGF4

[2] https://twitter.com/erictopol/status/1083814870875697153
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/bjs.10806
[1] https://twitter.com/EricTopol/status/1080907159179735041
[1] https://www.ejso.com/article/S0748-7983(16)31033-2/fulltext
[1] https://www.nejm.org/doi/full/10.1056/NEJMra1615014
[1] https://twitter.com/juliomayol/status/1081546377442791424

Top URLs in Tweet in G2:
[5] https://www.beckersasc.com/gastroenterology-and-endoscopy/crc-mortality-rates-expected-to-rise-by-2035-4-insights.html
[2] https://twitter.com/bowelsurgeon/status/1083795164630523905
[2] https://twitter.com/moheeamar/status/1084437032741539840
[2] https://twitter.com/juliomayol/status/1081624315337023490
[2] https://twitter.com/juliomayol/status/1083441401260621826
[2] https://twitter.com/juliomayol/status/1081152080059027462
[2] https://twitter.com/perbinder/status/1081943614010331136
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181823
[1] https://twitter.com/erictopol/status/1077991960248340481
[1] https://twitter.com/ramosdelamedina/status/1082728225271369729

Top URLs in Tweet in G3:
[4] https://twitter.com/alanlparker/status/1084831106015346690
[3] https://twitter.com/powarg07/status/1082736827700834306
[2] https://twitter.com/jsoriamd/status/1081275325009575941
[2] https://link.springer.com/epdf/10.1007/s00268-018-4579-9?shared_access_token=3CKx3pF24tmgOd5Rhe8Qave4RwlQNchNByi7wbcMAY6SC0RRfbDpzeIIx97jgTKBc8wGzmYO6-wgG7hia3g9oL7HrF01TpSmPaL1HOviuGdugOl_WKH-wjj9yitBxjXOWarG6oaNfC4wJvBXv5f-WW9yZbtwySNioDxrRCKhpt8%3D
[2] https://twitter.com/DavidCookeMD/status/1081953531249123329
[1] https://twitter.com/juliomayol/status/1081216129442422784
[1] https://twitter.com/annsurgoncol/status/1081158506592518144
[1] https://twitter.com/juliomayol/status/1081546377442791424
[1] https://twitter.com/btrizlecum/status/1081550150454181890
[1] https://twitter.com/mrrjegan/status/1081550236479307778

Top URLs in Tweet in G4:
[3] https://twitter.com/jsoriamd/status/1081275325009575941
[3] https://twitter.com/nresearchnews/status/1084098690820833280
[3] https://twitter.com/medialab/status/1083430876648747008
[2] https://twitter.com/NeilFlochMD/status/1064367389612171264
[2] https://twitter.com/alanlparker/status/1084831106015346690
[2] https://twitter.com/DrGregMcK/status/1084774646149455872
[2] https://twitter.com/erictopol/status/1083814870875697153
[2] https://twitter.com/juliomayol/status/1084065990420230144
[1] https://twitter.com/Btrizlecum/status/1081632045095419904
[1] https://twitter.com/PowArG07/status/1082714614922731522

Top URLs in Tweet in G5:
[1] https://twitter.com/samatallahmd/status/1084294820003221504
[1] https://twitter.com/erictopol/status/1083814870875697153
[1] https://link.springer.com/article/10.1007/s10151-018-1920-0

Top URLs in Tweet in G6:
[1] https://www.beckersasc.com/gastroenterology-and-endoscopy/crc-mortality-rates-expected-to-rise-by-2035-4-insights.html
[1] https://twitter.com/juliomayol/status/1084010804763152384
[1] https://twitter.com/juliomayol/status/1081216129442422784
[1] https://twitter.com/nresearchnews/status/1084098690820833280
[1] https://www.essoweb.org/courses/esso-course-fluorescence-guided-surgery-2019/

Top URLs in Tweet in G7:
[1] https://twitter.com/tony_calles/status/1083437755378614273
[1] https://link.springer.com/epdf/10.1007/s12094-018-02011-9?author_access_token=7FD11Pr9kXGiIr7VfumPWfe4RwlQNchNByi7wbcMAY5-s-n40QtQie44PMK7UsY3r568lI6PZlt3pnUtkOsKuqomcU8zUeFVVLGnI2kTWRbkfq3OGd84q0cQTmezDJ-2x9u47TjfXgoJuV3Ck0RYaw%3D%3D

Top URLs in Tweet in G8:
[1] https://www.biorxiv.org/cgi/content/short/515882v1

Top Domains
Top Domains in Tweet in Entire Graph:
[186] twitter.com
[8] beckersasc.com
[6] springer.com
[5] youtube.com
[4] wiley.com
[4] ejso.com
[3] nejm.org
[2] crainsnewyork.com
[2] nature.com
[1] statnews.com

Top Domains in Tweet in G1:
[41] twitter.com
[3] ejso.com
[2] wiley.com
[2] youtube.com
[1] nejm.org
[1] springer.com
[1] emjreviews.com
[1] beckersasc.com
[1] weforum.org

Top Domains in Tweet in G2:
[37] twitter.com
[5] beckersasc.com
[1] nodexlgraphgallery.org
[1] youtube.com
[1] crainsnewyork.com
[1] beckershospitalreview.com
[1] gacetamedica.com

Top Domains in Tweet in G3:
[55] twitter.com
[2] springer.com
[2] nature.com
[2] wiley.com
[1] ahajournals.org
[1] sciencemag.org
[1] youtube.com
[1] ssat.com

Top Domains in Tweet in G4:
[47] twitter.com
[2] nejm.org
[1] statnews.com
[1] youtube.com
[1] ejso.com
[1] springer.com
[1] crainsnewyork.com
[1] beckersasc.com
[1] liebertpub.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] springer.com

Top Domains in Tweet in G6:
[3] twitter.com
[1] beckersasc.com
[1] essoweb.org

Top Domains in Tweet in G7:
[1] twitter.com
[1] springer.com

Top Domains in Tweet in G8:
[1] biorxiv.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[546] some4precision
[297] some4surgery
[129] precisionmedicine
[80] precisionsurgery
[60] savethedate
[55] colorectalsurgery
[46] surgicalresearch
[37] some
[35] colorectalresearch
[32] surgicaltraining



Top Hashtags in Tweet in G1:
[133] some4precision
[101] some4surgery
[35] savethedate
[33] precisionsurgery
[28] precisionmedicine
[24] surgicalresearch
[18] surgicaltraining
[18] some
[10] colorectalsurgery
[6] urosome

Top Hashtags in Tweet in G2:
[84] some4precision
[62] some4surgery
[20] colorectalsurgery
[18] colorectalresearch
[12] coloncancer
[10] precisionmedicine
[10] precisionsurgery
[8] surgicalresearch
[8] savethedate
[8] medicine

Top Hashtags in Tweet in G3:
[122] some4precision
[38] some4surgery
[27] precisionmedicine
[11] collaborativebibliometric1
[9] precisionsurgery
[6] precision
[6] medicine
[5] surgicalresearch
[4] personalised
[4] some

Top Hashtags in Tweet in G4:
[157] some4precision
[63] some4surgery
[54] precisionmedicine
[24] precisionsurgery
[10] medicine
[9] some
[9] colorectalsurgery
[8] savethedate
[7] collaborativebibliometric1
[7] precision

Top Hashtags in Tweet in G5:
[20] some4precision
[19] some4surgery
[12] colorectalsurgery
[3] precisionmedicine
[2] artificialinteligence
[2] ai
[2] medicine
[2] surgery
[2] savethedate
[2] surgicalresearch

Top Hashtags in Tweet in G6:
[11] some4precision
[11] opensourceresearch
[10] some4surgery
[3] fluorescence
[3] guidedsurgery
[3] icg
[3] methyleneblue
[3] colorectalresearch
[2] immunotherapy
[2] colorectalsurgery

Top Hashtags in Tweet in G7:
[13] some4precision
[6] lcsm
[6] immunooncology
[3] some4surgery
[2] savethedate
[1] precisionmedicine
[1] precisionsurgery
[1] surgicalresearch
[1] surgicaltraining

Top Hashtags in Tweet in G8:
[4] precisionmedicine
[1] some4precision
[1] urosome

Top Hashtags in Tweet in G9:
[1] some4surgery
[1] some4precision

Top Hashtags in Tweet in G10:
[4] some4precision
[1] precisionsurgery
[1] precisionmedicine

Top Words
Top Words in Tweet in Entire Graph:
[436] Words in Sentiment List#1: Positive
[151] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[14669] Non-categorized Words
[15256] Total Words
[546] some4precision
[425] juliomayol
[357] powarg07
[297] some4surgery
[249] precisionso

Top Words in Tweet in G1:
[133] some4precision
[104] juliomayol
[101] some4surgery
[78] powarg07
[53] precisionso
[37] 2019
[35] savethedate
[35] madrid
[35] 29th
[35] june

Top Words in Tweet in G2:
[84] some4precision
[62] some4surgery
[57] juliomayol
[35] good
[33] drivadeneiramd
[28] bad
[24] powarg07
[22] surgery
[21] need
[20] profdemartines

Top Words in Tweet in G3:
[122] some4precision
[58] juliomayol
[40] powarg07
[38] some4surgery
[32] precisionso
[27] precisionmedicine
[16] precision
[16] mrrjegan
[15] bjsurgery
[14] swexner

Top Words in Tweet in G4:
[206] powarg07
[190] juliomayol
[157] some4precision
[141] precisionso
[106] mrrjegan
[84] swexner
[82] bjsurgery
[80] des_winter
[79] garethhpb
[78] malinasund

Top Words in Tweet in G5:
[20] some4precision
[19] some4surgery
[13] s
[12] group
[12] lab
[12] research
[12] ucldivofsurgery
[12] conjugated
[12] antibodies
[12] markers

Top Words in Tweet in G6:
[11] some4precision
[11] opensourceresearch
[10] some4surgery
[10] shall
[10] investigate
[10] next
[10] project
[10] patients'
[10] preferences
[10] regarding

Top Words in Tweet in G7:
[13] some4precision
[10] tony_calles
[6] now
[6] available
[6] online
[6] role
[6] immunotherapy
[6] small
[6] cell
[6] lung

Top Words in Tweet in G8:
[8] stone
[4] pleased
[4] study
[4] genetic
[4] variants
[4] kidney
[4] disease
[4] out
[4] start
[4] precisionmedicine

Top Words in Tweet in G9:
[3] nos
[2] cascalescirugia
[2] medicina
[2] han
[2] enseñado
[2] competencia
[2] competitividad
[2] fuente
[2] progreso
[2] sinceramente

Top Words in Tweet in G10:
[4] some4precision
[4] new
[3] hallmarks
[3] aging
[3] dr
[3] lopez
[3] otin
[3] considered
[3] genesis
[3] bible

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[136] powarg07,precisionso
[129] some4precision,some4surgery
[105] des_winter,bjsurgery
[105] bjsurgery,garethhpb
[105] garethhpb,malinasund
[105] malinasund,swexner
[100] precisionso,des_winter
[65] some4surgery,some4precision
[59] 29th,june
[59] june,2019

Top Word Pairs in Tweet in G1:
[38] some4precision,some4surgery
[35] powarg07,precisionso
[35] 29th,june
[35] june,2019
[35] some4surgery,summit
[18] savethedate,madrid
[18] madrid,29th
[18] 2019,some4surgery
[18] summit,learn
[18] learn,surgicalresearch

Top Word Pairs in Tweet in G2:
[28] good,bad
[25] some4precision,some4surgery
[19] some4surgery,some4precision
[14] bad,decision
[14] decision,surgery
[14] surgery,decisions
[14] decisions,good
[14] bad,consequences
[14] consequences,need
[14] need,evaluated

Top Word Pairs in Tweet in G3:
[16] some4precision,some4surgery
[11] juliomayol,precisionso
[9] precision,medicine
[9] precisionso,des_winter
[9] des_winter,bjsurgery
[9] bjsurgery,garethhpb
[9] garethhpb,malinasund
[9] malinasund,swexner
[9] some4surgery,some4precision
[9] powarg07,precisionso

Top Word Pairs in Tweet in G4:
[78] powarg07,precisionso
[78] des_winter,bjsurgery
[78] bjsurgery,garethhpb
[78] garethhpb,malinasund
[78] malinasund,swexner
[74] precisionso,des_winter
[46] juliomayol,mrrjegan
[42] mrrjegan,powarg07
[31] some4precision,some4surgery
[30] powarg07,mrrjegan

Top Word Pairs in Tweet in G5:
[15] some4precision,some4surgery
[12] group,s
[12] s,lab
[12] lab,research
[12] research,ucldivofsurgery
[12] ucldivofsurgery,conjugated
[12] conjugated,antibodies
[12] antibodies,markers
[12] markers,produce
[12] produce,novel

Top Word Pairs in Tweet in G6:
[10] shall,investigate
[10] investigate,next
[10] next,opensourceresearch
[10] opensourceresearch,project
[10] project,patients'
[10] patients',preferences
[10] preferences,regarding
[10] regarding,treatment
[9] alaael_hussuna,shall
[9] treatment,outcom

Top Word Pairs in Tweet in G7:
[6] now,available
[6] available,online
[6] online,role
[6] role,immunotherapy
[6] immunotherapy,small
[6] small,cell
[6] cell,lung
[6] lung,cancer
[6] cancer,lcsm
[6] lcsm,some4precision

Top Word Pairs in Tweet in G8:
[4] pleased,study
[4] study,genetic
[4] genetic,variants
[4] variants,kidney
[4] kidney,stone
[4] stone,disease
[4] disease,out
[4] out,start
[4] start,precisionmedicine
[4] precisionmedicine,stone

Top Word Pairs in Tweet in G9:
[2] cascalescirugia,medicina
[2] medicina,nos
[2] nos,han
[2] han,enseñado
[2] enseñado,competencia
[2] competencia,competitividad
[2] competitividad,fuente
[2] fuente,progreso
[2] progreso,sinceramente

Top Word Pairs in Tweet in G10:
[3] some4precision,hallmarks
[3] hallmarks,aging
[3] aging,dr
[3] dr,lopez
[3] lopez,otin
[3] otin,considered
[3] considered,genesis
[3] genesis,bible
[3] bible,new
[2] marbellamedico,some4precision

Top Replied-To
Top Replied-To in Entire Graph:
@juliomayol
@powarg07
@mrrjegan
@btrizlecum
@landaluceaitor
@rebgross
@tony_calles
@adbeggs
@carmencagigas
@nachristakis

Top Replied-To in G1:
@mrrjegan
@tony_calles
@juliomayol
@powarg07
@draamaldonado
@jesusanampa
@mviolam
@gabitawt
@n_mancenido
@nhilsi

Top Replied-To in G2:
@juliomayol

Top Replied-To in G3:
@juliomayol
@mrrjegan
@btrizlecum
@powarg07
@landaluceaitor
@drsantiagoortiz
@pitaya35
@dermoguillenvlc
@tom_monie
@garethhpb

Top Replied-To in G4:
@powarg07
@juliomayol
@mrrjegan
@adbeggs
@jorgepe72277608
@landaluceaitor
@btrizlecum
@timthesurgeon

Top Replied-To in G6:
@essonews

Top Replied-To in G9:
@cascalescirugia

Top Mentioned
Top Mentioned in Entire Graph:
@juliomayol
@powarg07
@precisionso
@swexner
@mrrjegan
@bjsurgery
@des_winter
@malinasund
@garethhpb
@drivadeneiramd

Top Mentioned in G1:
@juliomayol
@powarg07
@precisionso
@bjsurgery
@swexner
@mrrjegan
@draamaldonado
@des_winter
@malinasund
@garethhpb

Top Mentioned in G2:
@juliomayol
@drivadeneiramd
@powarg07
@profdemartines
@swexner
@precisionso
@me4_so
@northwellhealth
@holubarstefan
@alaael_hussuna

Top Mentioned in G3:
@juliomayol
@powarg07
@precisionso
@swexner
@bjsurgery
@des_winter
@malinasund
@btrizlecum
@garethhpb
@mrrjegan

Top Mentioned in G4:
@powarg07
@juliomayol
@precisionso
@mrrjegan
@swexner
@bjsurgery
@des_winter
@garethhpb
@malinasund
@btrizlecum

Top Mentioned in G5:
@ucldivofsurgery
@manishchandsurg
@swexner
@samatallahmd
@jul
@juliomayol
@drivadeneiramd
@powarg07
@precisionso
@erictopol

Top Mentioned in G6:
@alaael_hussuna
@drivadeneiramd
@juliomayol
@powarg07
@precisionso
@polom_karol
@essonews
@erictopol
@northwellhealth
@delthiaricks

Top Mentioned in G7:
@tony_calles
@juliomayol
@powarg07
@precisionso
@draamaldonado

Top Mentioned in G8:
@drsarahhowles
@dominicfurniss
@bwturney

Top Mentioned in G9:
@eduqhannel
@cascalescirugia
@aecirujanos

Top Mentioned in G10:
@marbellamedico

Top Tweeters
Top Tweeters in Entire Graph:
@scott1984_fp
@calcaware
@drumeshprabhu
@sherrig108
@juliomayol
@bmolotov
@ashot_
@eduardgtoledano
@sminaev2015
@big_data_flow

Top Tweeters in G1:
@scott1984_fp
@drumeshprabhu
@sherrig108
@juliomayol
@eduardgtoledano
@sminaev2015
@big_data_flow
@vilavaite
@albert4o
@mgalandejuana

Top Tweeters in G2:
@calcaware
@celestinogutirr
@vhmsirena
@gmacscotland
@crainsnewyork
@beckershr
@amcollsurgeons
@targetedonc
@thenci
@perbinder

Top Tweeters in G3:
@bmolotov
@ashot_
@awenior
@biomedcentral
@drkathyhughes
@aecirujanos
@viktormed
@angelesyrbas
@heiw_deanery
@merymeryro

Top Tweeters in G4:
@evidencerobot
@swexner
@salemsamer
@jsteward2930
@uoscares
@asherief
@gianlucapellino
@thelancet
@bjsurgery
@timthesurgeon

Top Tweeters in G5:
@manishchandsurg
@colo_research
@samatallahmd
@farazkh65499316
@jul
@martin_martin_g
@sivesh93
@asampaiosoares
@argioannid
@marksoliman

Top Tweeters in G6:
@richard09983804
@mageefrcs
@nhilsi
@dr_samehhany81
@essonews
@polom_karol
@alaael_hussuna
@ysicoboard
@monicamillan72
@minaya_bravo

Top Tweeters in G7:
@xemadeyaka14
@kristel_gt
@tony_calles
@sanfranciscogu1
@lupi_md
@susanahprieto
@rosaalvarezal
@roldan_medsir

Top Tweeters in G8:
@dominicfurniss
@miniminimeg
@bwturney
@drsarahhowles
@tom_j_mitchell

Top Tweeters in G9:
@cascalescirugia
@eduqhannel
@sebasgijon

Top Tweeters in G10:
@schneiderleonid
@openmitochondro
@marbellamedico


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