#some4surgery until:2019-1-7, Twitter, 1/13/2019 11:33:09 PM, 181819


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#some4surgery until:2019-1-7 Twitter NodeXL SNA Map and Report for Sunday, 13 January 2019 at 23:32
#some4surgery until:2019-1-7 Twitter NodeXL SNA Map and Report for Sunday, 13 January 2019 at 23:32
From:
scotpublichealth
Uploaded on:
January 13, 2019
Short Description:
#some4surgery until:2019-1-7 via NodeXL http://bit.ly/2TN8DOK
@profdemartines
@juliomayol
@drivadeneiramd
@perbinder
@alaael_hussuna
@landaluceaitor
@jteoh_hk
@drsantiagoortiz
@powarg07
@calcaware

Top hashtags:
#some4surgery
#some4precision
#precisionmedicine

Description:
Description
The graph represents a network of 101 Twitter users whose recent tweets contained "#some4surgery until:2019-1-7", 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, 13 January 2019 at 23:32 UTC.

The tweets in the network were tweeted over the 1-day, 0-hour, 48-minute period from Saturday, 05 January 2019 at 22:53 UTC to Sunday, 06 January 2019 at 23:42 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 : 101
Unique Edges : 215
Edges With Duplicates : 118
Total Edges : 333
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.0652173913043478
Reciprocated Edge Ratio : 0.122448979591837
Connected Components : 10
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 76
Maximum Edges in a Connected Component : 301
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.500766
Graph Density : 0.0242574257425743
Modularity : 0.403575
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://twitter.com/DrMStiegler/status/971148944880349186
[2] https://twitter.com/juliomayol/status/1082038657391968257
[2] https://twitter.com/perbinder/status/1081943614010331136
[2] https://twitter.com/juliomayol/status/1081624315337023490
[1] https://onlinelibrary.wiley.com/doi/10.1002/bjs.10782?cookieSet=1
[1] https://twitter.com/Skepticscalpel/status/1081959604664352768
[1] https://www.emjreviews.com/gastroenterology/symposium/delivering-precision-medicine-and-patient-centred-care-through-a-multidisciplinary-approach/
[1] https://twitter.com/balibreajose/status/1081606486168616961
[1] http://www.facetsjournal.com/doi/10.1139/facets-2018-0002
[1] https://twitter.com/drivadeneiramd/status/1081670544087494667

Top URLs in Tweet in G1:
[1] https://twitter.com/mittenstate73/status/1079955505651638274

Top URLs in Tweet in G2:
[2] https://twitter.com/juliomayol/status/1082038657391968257
[2] https://twitter.com/perbinder/status/1081943614010331136
[1] https://www.emjreviews.com/gastroenterology/symposium/delivering-precision-medicine-and-patient-centred-care-through-a-multidisciplinary-approach/
[1] https://twitter.com/perbinder/status/1081583988614021120
[1] https://twitter.com/DrMStiegler/status/971148944880349186
[1] https://twitter.com/juliomayol/status/1081624315337023490
[1] https://twitter.com/balibreajose/status/1081606486168616961

Top URLs in Tweet in G3:
[1] https://twitter.com/drivadeneiramd/status/1081670544087494667
[1] https://twitter.com/PeterKarthMD/status/1081576182984966145

Top URLs in Tweet in G4:
[2] https://twitter.com/DrMStiegler/status/971148944880349186
[1] https://onlinelibrary.wiley.com/doi/10.1002/bjs.10782?cookieSet=1
[1] https://twitter.com/Skepticscalpel/status/1081959604664352768

Top URLs in Tweet in G5:
[1] https://twitter.com/AmCollSurgeons/status/1076583347181240320

Top URLs in Tweet in G8:
[1] https://twitter.com/juliomayol/status/1081624315337023490
[1] https://www.hipaajournal.com/what-is-protected-health-information/

Top URLs in Tweet in G9:
[1] http://www.facetsjournal.com/doi/10.1139/facets-2018-0002

Top Domains
Top Domains in Tweet in Entire Graph:
[17] twitter.com
[1] wiley.com
[1] emjreviews.com
[1] facetsjournal.com
[1] hipaajournal.com

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

Top Domains in Tweet in G2:
[8] twitter.com
[1] emjreviews.com

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

Top Domains in Tweet in G4:
[3] twitter.com
[1] wiley.com

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

Top Domains in Tweet in G8:
[1] twitter.com
[1] hipaajournal.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[86] some4surgery
[24] some4precision
[7] precisionmedicine
[6] medicine
[5] surgery
[4] visualabstracts
[4] colorectal
[4] apendicitis
[4] colorectalsurgery
[3] research



Top Hashtags in Tweet in G1:
[16] some4surgery
[4] colorectal
[1] truestory
[1] colorectalsurgery

Top Hashtags in Tweet in G2:
[37] some4surgery
[9] some4precision
[3] precisionmedicine
[2] precisionsurgery
[2] openaccess
[1] visualabstracts
[1] research

Top Hashtags in Tweet in G3:
[10] some4surgery
[8] some4precision
[3] artificialinteligence
[3] ai
[3] medicine
[3] surgery
[2] precisionmedicine
[1] neurosurgery
[1] precisionsurgery
[1] research

Top Hashtags in Tweet in G4:
[11] some4surgery
[6] some4precision
[3] precision
[3] personalised
[3] personal
[3] individualised
[3] patient
[3] care
[3] medicine
[3] visualabstracts

Top Hashtags in Tweet in G5:
[4] apendicitis
[1] some4surgery

Top Hashtags in Tweet in G6:
[1] urosome
[1] urology
[1] some4surgery
[1] roboticsurgery

Top Hashtags in Tweet in G7:
[1] some4surgery
[1] ibcoxford2019

Top Hashtags in Tweet in G8:
[2] some4surgery
[1] some4precision
[1] urosome

Top Hashtags in Tweet in G9:
[1] some4surgery

Top Hashtags in Tweet in G10:
[1] some4surgery

Top Words
Top Words in Tweet in Entire Graph:
[94] Words in Sentiment List#1: Positive
[34] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2419] Non-categorized Words
[2547] Total Words
[126] some4surgery
[41] juliomayol
[32] some4precision
[23] gloves
[17] surgery

Top Words in Tweet in G1:
[24] some4surgery
[11] gloves
[10] juliomayol
[7] visceralchuv
[6] very
[5] great
[5] t
[5] day
[4] once
[4] told

Top Words in Tweet in G2:
[48] some4surgery
[14] brennansurgeon
[14] juliomayol
[12] civilitysaves
[12] idea
[11] gloves
[11] some4precision
[10] perbinder
[8] during
[8] ending

Top Words in Tweet in G3:
[14] some4surgery
[9] some4precision
[9] bt
[7] juliomayol
[6] surgery
[5] patients
[5] me4_so
[5] swexner
[5] manishchandsurg
[4] good

Top Words in Tweet in G4:
[18] some4surgery
[10] juliomayol
[10] some4precision
[6] precisionso
[5] powarg07
[5] surgery
[4] posted
[3] something
[3] 1
[3] precision

Top Words in Tweet in G5:
[4] más
[4] evidencia
[4] contra
[4] tratamiento
[4] quirúrgico
[4] apendicitis
[4] caso
[4] trabajo
[4] jamasurgery
[4] recomendado

Top Words in Tweet in G6:
[2] surgical

Top Words in Tweet in G7:
[2] dear
[2] please
[2] consider
[2] registering
[2] fabulous
[2] ibcoxford
[2] march
[2] fantastic
[2] opportunity
[2] meet

Top Words in Tweet in G8:
[6] phi
[4] good
[4] some4surgery
[3] read
[3] everybody
[3] engaged
[3] social
[3] media
[3] protected
[3] health

Top Words in Tweet in G9:
[2] scientists
[2] gt
[2] 1000
[2] twitter
[2] followers
[2] reach
[2] broader
[2] audience
[2] including
[2] educational

Top Words in Tweet in G10:
[8] internal
[6] haemorrhoids
[4] external
[4] plexus
[2] terms
[2] reserved
[2] haemorrhoidal
[2] venous
[2] respectively
[2] prolapse

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14] some4surgery,some4precision
[13] some4precision,some4surgery
[13] civilitysaves,brennansurgeon
[10] juliomayol,civilitysaves
[9] powarg07,precisionso
[9] frequently,gloves
[9] gloves,perforated
[9] perforated,during
[9] during,procedure
[9] procedure,some4surgery

Top Word Pairs in Tweet in G1:
[4] once,told
[4] told,colorectal
[4] colorectal,surgeons
[4] surgeons,particularly
[4] particularly,funny
[4] funny,t
[4] t,take
[4] take,yourself
[4] yourself,seriously
[4] seriously,spend

Top Word Pairs in Tweet in G2:
[12] civilitysaves,brennansurgeon
[9] juliomayol,civilitysaves
[7] frequently,gloves
[7] gloves,perforated
[7] perforated,during
[7] during,procedure
[7] procedure,some4surgery
[5] idea,some4surgery
[5] some4surgery,some4precision
[4] some4precision,some4surgery

Top Word Pairs in Tweet in G3:
[5] some4surgery,some4precision
[4] some4surgery,precisionmedicine
[3] worlds,apart
[3] apart,separated
[3] separated,sterile
[3] sterile,sheet
[3] sheet,matter
[3] matter,many
[3] many,times
[3] times,seen

Top Word Pairs in Tweet in G4:
[5] some4precision,some4surgery
[3] something,1
[3] 1,precision
[3] precision,personalised
[3] personalised,personal
[3] personal,individualised
[3] individualised,patient
[3] patient,2
[3] 2,care
[3] care,medicine

Top Word Pairs in Tweet in G5:
[4] más,evidencia
[4] evidencia,contra
[4] contra,tratamiento
[4] tratamiento,quirúrgico
[4] quirúrgico,apendicitis
[4] apendicitis,caso
[4] caso,trabajo
[4] trabajo,jamasurgery
[4] jamasurgery,recomendado
[4] recomendado,amcollsurgeons

Top Word Pairs in Tweet in G7:
[2] dear,please
[2] please,consider
[2] consider,registering
[2] registering,fabulous
[2] fabulous,ibcoxford
[2] ibcoxford,march
[2] march,fantastic
[2] fantastic,opportunity
[2] opportunity,meet
[2] meet,those

Top Word Pairs in Tweet in G8:
[3] good,read
[3] read,everybody
[3] everybody,engaged
[3] engaged,social
[3] social,media
[3] media,protected
[3] protected,health
[3] health,information
[3] information,phi
[3] phi,phi

Top Word Pairs in Tweet in G9:
[2] scientists,gt
[2] gt,1000
[2] 1000,twitter
[2] twitter,followers
[2] followers,reach
[2] reach,broader
[2] broader,audience
[2] audience,including
[2] including,educational
[2] educational,organizations

Top Word Pairs in Tweet in G10:
[4] internal,haemorrhoids
[2] terms,internal
[2] internal,external
[2] external,haemorrhoids
[2] haemorrhoids,reserved
[2] reserved,internal
[2] internal,haemorrhoidal
[2] haemorrhoidal,plexus
[2] plexus,external
[2] external,venous

Top Replied-To
Top Replied-To in Entire Graph:
@juliomayol
@perbinder
@c_mellenthin
@mrrjegan
@skepticscalpel
@powarg07
@drsantiagoortiz
@alaael_hussuna
@brennansurgeon
@visceralchuv

Top Replied-To in G1:
@c_mellenthin
@juliomayol
@drsantiagoortiz
@visceralchuv
@alaael_hussuna
@mrrjegan
@jasosamd
@aandiko1
@profdemartines
@gavinprestonmd

Top Replied-To in G2:
@perbinder
@juliomayol
@mrrjegan
@skepticscalpel
@brennansurgeon
@powarg07

Top Replied-To in G3:
@juliomayol
@alaael_hussuna

Top Replied-To in G4:
@juliomayol
@powarg07
@c_mellenthin
@mrrjegan

Top Mentioned
Top Mentioned in Entire Graph:
@juliomayol
@precisionso
@civilitysaves
@brennansurgeon
@powarg07
@me4_so
@swexner
@visceralchuv
@perbinder
@alaael_hussuna

Top Mentioned in G1:
@juliomayol
@visceralchuv
@lifeofmedstudnt
@precisionso
@ksoreide
@me4_so
@alaael_hussuna
@des_winter
@powarg07
@lgraat

Top Mentioned in G2:
@civilitysaves
@brennansurgeon
@juliomayol
@precisionso
@powarg07
@perbinder
@des_winter
@bjsurgery
@garethhpb
@malinasund

Top Mentioned in G3:
@me4_so
@swexner
@manishchandsurg
@powarg07
@precisionso
@juliomayol
@alaael_hussuna
@dr_samehhany81
@holubarstefan
@perbinder

Top Mentioned in G4:
@juliomayol
@precisionso
@powarg07
@twitter
@me4_so
@mrrjegan
@timthesurgeon
@omaxfisher
@btrizlecum
@celiaamorees

Top Mentioned in G5:
@jamasurgery
@amcollsurgeons
@spainsurg

Top Mentioned in G6:
@intuitivesurg
@transenterix
@cmrsurgical

Top Mentioned in G7:
@ibcoxford

Top Tweeters
Top Tweeters in Entire Graph:
@calcaware
@drumeshprabhu
@juliomayol
@runanteldat
@celestinogutirr
@gavinprestonmd
@swexner
@skepticscalpel
@usarmy
@logghemd

Top Tweeters in G1:
@runanteldat
@gavinprestonmd
@skepticscalpel
@usarmy
@logghemd
@lifeofmedstudnt
@sages_updates
@academicsurgery
@dredfitzgerald
@timthesurgeon

Top Tweeters in G2:
@drumeshprabhu
@juliomayol
@perbinder
@david_ukan
@lilian_chiwera
@bjsurgery
@nshrotri
@brennansurgeon
@des_winter
@caycedomarula

Top Tweeters in G3:
@calcaware
@celestinogutirr
@swexner
@salemsamer
@delthiaricks
@manishchandsurg
@samatallahmd
@northwellhealth
@nhilsi
@enenbee

Top Tweeters in G4:
@perbess
@twitter
@ksoreide
@bel95948856
@rebgross
@me4_so
@btrizlecum
@powarg07
@omaxfisher
@dr_chris_brown

Top Tweeters in G5:
@amcollsurgeons
@balibreajose
@jamasurgery
@rotermes
@gorginion
@iqlacybcn
@spainsurg

Top Tweeters in G6:
@cmrsurgical
@transenterix
@intuitivesurg
@drshakurirad

Top Tweeters in G7:
@mageefrcs
@pawanlekharaju
@ibcoxford

Top Tweeters in G8:
@jteoh_hk
@aldughiman_md
@hpbsurgeon1

Top Tweeters in G9:
@ramosdelamedina
@moraericka

Top Tweeters in G10:
@leo708
@drbarreraprocto


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