#CCFICDS2020, Twitter, 2/28/2020 8:02:30 AM, 222064


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#CCFICDS2020 Twitter NodeXL SNA Map and Report for Friday, 28 February 2020 at 07:55 UTC
#CCFICDS2020 Twitter NodeXL SNA Map and Report for Friday, 28 February 2020 at 07:55 UTC
From:
scotpublichealth
Uploaded on:
February 28, 2020
Short Description:
#CCFICDS2020 via NodeXL http://bit.ly/2VpQo66
@swexner
@cleveclinicfl
@manishchandsurg
@venky72
@deliacortesguir
@marksoliman
@3isac
@saurnicole
@antoniodelacy
@dramitdangi

Top hashtags:
#ccficds2020
#colorectalsurgery
#tatme
#rectalcancer
#jerusalem
#icg

Description:
Description
The graph represents a network of 271 Twitter users whose recent tweets contained "#CCFICDS2020", 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 Friday, 28 February 2020 at 07:55 UTC.

The tweets in the network were tweeted over the 5-day, 19-hour, 14-minute period from Saturday, 22 February 2020 at 12:39 UTC to Friday, 28 February 2020 at 07:53 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 : 271
Unique Edges : 1461
Edges With Duplicates : 1876
Total Edges : 3337
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.0915609487038059
Reciprocated Edge Ratio : 0.167761495704901
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 268
Maximum Edges in a Connected Component : 3334
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.195609
Graph Density : 0.0270466037993713
Modularity : 0.222296
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 271 Twitter users whose recent tweets contained "#CCFICDS2020", 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 Friday, 28 February 2020 at 07:55 UTC.

The tweets in the network were tweeted over the 5-day, 19-hour, 14-minute period from Saturday, 22 February 2020 at 12:39 UTC to Friday, 28 February 2020 at 07:53 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 : #CCFICDS2020
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:
[9] https://icds-2020.forms-wizard.net/#speakers-section-2210
[8] https://icds-2020.forms-wizard.net/
[3] https://icds-2020.forms-wizard.net
[2] https://twitter.com/swexner/status/1232961403444768770
[2] https://twitter.com/SWexner/status/1232263947622985729
[2] https://twitter.com/EmanuelaSilvaA1/status/1232919849514520577
[2] https://twitter.com/SWexner/status/1232282149316964352
[2] https://twitter.com/deliacortesguir/status/1233064837091033090
[1] https://twitter.com/swexner/status/1233052750516301825
[1] https://twitter.com/deanlute/status/1233280557041274883

Top URLs in Tweet in G1:
[4] https://icds-2020.forms-wizard.net/#speakers-section-2210
[1] https://twitter.com/deanlute/status/1233280557041274883
[1] https://twitter.com/caycedomarula/status/1232610192602386437
[1] https://twitter.com/abdihamiddr/status/1232590385693822976
[1] https://twitter.com/SWexner/status/1232263947622985729
[1] https://twitter.com/DeliaCortesGuir/status/1232610445732843520
[1] https://twitter.com/SWexner/status/1232563110315253761

Top URLs in Tweet in G2:
[1] https://twitter.com/deliacortesguir/status/1233064837091033090

Top URLs in Tweet in G3:
[2] https://twitter.com/SWexner/status/1232282149316964352
[1] https://twitter.com/deliacortesguir/status/1233064837091033090
[1] https://twitter.com/SWexner/status/1232618196059947008
[1] https://twitter.com/EmanuelaSilvaA1/status/1232919849514520577
[1] https://twitter.com/SWexner/status/1232977129958187009
[1] https://twitter.com/SWexner/status/1232263947622985729
[1] https://diagnosticgreen.com/
[1] https://twitter.com/venky72/status/1233057753675042817

Top URLs in Tweet in G4:
[8] https://icds-2020.forms-wizard.net/
[5] https://icds-2020.forms-wizard.net/#speakers-section-2210
[3] https://icds-2020.forms-wizard.net
[2] https://twitter.com/swexner/status/1232961403444768770
[1] https://twitter.com/swexner/status/1233052750516301825
[1] https://twitter.com/manishchandsurg/status/1232911296426893312
[1] https://twitter.com/caycedomarula/status/1232554948614934533
[1] https://twitter.com/dcrjournal/status/1232556845329473536
[1] https://twitter.com/AlSaleh2/status/1232524611151171584
[1] https://twitter.com/mohr_inno/status/1232918760140550144

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[449] ccficds2020
[130] colorectalsurgery
[22] tatme
[20] rectalcancer
[16] jerusalem
[15] icg
[10] artificialintelligence
[9] some4surgery
[8] watchandwait
[6] naprc



Top Hashtags in Tweet in G1:
[164] ccficds2020
[26] colorectalsurgery
[18] tatme
[14] rectalcancer
[6] watchandwait
[4] mdt
[3] some4surgery
[2] hpv
[2] ccfalumni
[2] artificialintelligence

Top Hashtags in Tweet in G2:
[67] ccficds2020
[27] colorectalsurgery
[4] naprc
[2] jerusalem
[2] icg
[2] artificialintelligence
[1] teamwork
[1] collaboration
[1] precisionsurgery
[1] flouresence

Top Hashtags in Tweet in G3:
[93] ccficds2020
[40] colorectalsurgery
[11] jerusalem
[10] icg
[5] artificialintelligence
[5] global
[4] some4surgery
[3] roboticsurgery
[2] teamwork
[2] crs

Top Hashtags in Tweet in G4:
[121] ccficds2020
[37] colorectalsurgery
[4] meded
[3] rectalcancer
[3] tatme
[2] jerusalem
[2] roboticsurgery
[2] icg
[2] ccfalumni
[1] mindfullsurgeon

Top Hashtags in Tweet in G5:
[4] ccficds2020

Top Words
Top Words in Tweet in Entire Graph:
[921] Words in Sentiment List#1: Positive
[215] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[15921] Non-categorized Words
[17057] Total Words
[729] #ccficds2020
[365] cleveclinicfl
[328] swexner
[223] jerusalem
[151] #colorectalsurgery

Top Words in Tweet in G1:
[270] #ccficds2020
[142] swexner
[122] cleveclinicfl
[81] gt
[71] jerusalem
[59] 3isac
[54] boutrosmarylise
[51] antoniodelacy
[44] talk
[43] countries

Top Words in Tweet in G2:
[130] #ccficds2020
[85] cleveclinicfl
[59] jerusalem
[35] manishchandsurg
[34] #colorectalsurgery
[31] swexner
[31] antoniodelacy
[26] surgery
[24] marianaberho
[21] venky72

Top Words in Tweet in G3:
[163] #ccficds2020
[74] swexner
[73] cleveclinicfl
[62] manishchandsurg
[55] venky72
[43] #colorectalsurgery
[41] jerusalem
[41] marianaberho
[36] deliacortesguir
[32] antoniodelacy

Top Words in Tweet in G4:
[162] #ccficds2020
[85] cleveclinicfl
[81] swexner
[52] jerusalem
[44] #colorectalsurgery
[26] talk
[23] dr
[22] surgery
[21] manishchandsurg
[21] venky72

Top Words in Tweet in G5:
[4] #ccficds2020
[2] gt
[2] international
[2] colorectal
[2] disease
[2] symposium

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[171] #ccficds2020,jerusalem
[99] #ccficds2020,swexner
[93] cleveclinicfl,#ccficds2020
[61] cleveclinicfl,#colorectalsurgery
[59] gt,400
[59] gt,40
[59] 40,countries
[53] rectal,cancer
[51] 400,attendees
[51] attendees,gt

Top Word Pairs in Tweet in G1:
[51] #ccficds2020,swexner
[51] #ccficds2020,jerusalem
[40] gt,400
[40] gt,40
[40] 40,countries
[37] 400,attendees
[37] attendees,gt
[32] cleveclinicfl,#ccficds2020
[31] countries,cleveclinicfl
[31] annual,international

Top Word Pairs in Tweet in G2:
[49] #ccficds2020,jerusalem
[22] cleveclinicfl,#colorectalsurgery
[22] cleveclinicfl,#ccficds2020
[12] #colorectalsurgery,alumnus
[9] surgery,#ccficds2020
[9] dr_samehhany81,cleveclinicfl
[8] worldjsurg,eaes_eu
[8] alumnus,3isac
[8] geriatric,patients
[8] patients,#ccficds2020

Top Word Pairs in Tweet in G3:
[35] #ccficds2020,jerusalem
[23] swexner,venky72
[21] cleveclinicfl,#ccficds2020
[14] #ccficds2020,swexner
[13] dr,sam
[13] sam,agarwal
[13] venky72,marianaberho
[12] venky72,deliacortesguir
[12] gives,glimpse
[12] rectal,cancer

Top Word Pairs in Tweet in G4:
[36] #ccficds2020,jerusalem
[28] #ccficds2020,swexner
[21] cleveclinicfl,#colorectalsurgery
[18] cleveclinicfl,#ccficds2020
[13] habr,gama
[11] #colorectalsurgery,alumnus
[9] swexner,cleveclinicfl
[9] annual,international
[9] rectal,cancer
[8] gt,400

Top Word Pairs in Tweet in G5:
[2] international,colorectal
[2] colorectal,disease
[2] disease,symposium
[2] symposium,#ccficds2020

Top Replied-To
Top Replied-To in Entire Graph:
@cleveclinicfl
@manishchandsurg
@marianaberho
@venky72
@swexner
@abe_laparoscopy
@marksoliman
@dmhayden21
@antoniodelacy
@boutrosmarylise

Top Replied-To in G1:
@cleveclinicfl
@marksoliman
@swexner
@dmhayden21
@boutrosmarylise
@3isac
@antoniodelacy
@manishchandsurg
@abe_laparoscopy
@marianaberho

Top Replied-To in G2:
@cleveclinicfl
@abe_laparoscopy
@marianaberho
@manishchandsurg
@antoniodelacy
@jcpatron
@swexner
@raulrosenthalmd
@fernandoddip
@venky72

Top Replied-To in G3:
@manishchandsurg
@venky72
@marianaberho
@swexner
@deliacortesguir
@jcpatron
@danasandsmd
@cleveclinicfl
@abe_laparoscopy
@dmhayden21

Top Replied-To in G4:
@cleveclinicfl
@swexner
@manishchandsurg
@venky72
@marianaberho
@brookegurland
@abe_laparoscopy
@marksoliman
@portalsbcp
@vincentobiasmd

Top Mentioned
Top Mentioned in Entire Graph:
@cleveclinicfl
@swexner
@antoniodelacy
@manishchandsurg
@venky72
@3isac
@deliacortesguir
@marianaberho
@boutrosmarylise
@waelbarsoummd

Top Mentioned in G1:
@swexner
@cleveclinicfl
@3isac
@antoniodelacy
@boutrosmarylise
@saurnicole
@danasandsmd
@waelbarsoummd
@venky72
@marksoliman

Top Mentioned in G2:
@cleveclinicfl
@antoniodelacy
@swexner
@manishchandsurg
@deliacortesguir
@venky72
@antoninospin
@aischannel
@waelbarsoummd
@3isac

Top Mentioned in G3:
@cleveclinicfl
@swexner
@manishchandsurg
@venky72
@deliacortesguir
@antoniodelacy
@marianaberho
@isfgs
@vincentobiasmd
@marksoliman

Top Mentioned in G4:
@swexner
@cleveclinicfl
@manishchandsurg
@venky72
@antoniodelacy
@marianaberho
@deliacortesguir
@isfgs
@womensurgeons
@boutrosmarylise

Top Tweeters
Top Tweeters in Entire Graph:
@vicentelozadab
@juliomayol
@tomvarghesejr
@adeyemoadekunl2
@celestinogutirr
@swexner
@neilflochmd
@clevelandclinic
@otjonline
@mayoclinic

Top Tweeters in G1:
@juliomayol
@mayoclinic
@cleclinicmd
@mcgillu
@womensurgeons
@mdandersonnews
@rushmedical
@japorrasmd
@mayoclinichs
@jeffreyfarma

Top Tweeters in G2:
@clevelandclinic
@amcollsurgeons
@unibarcelona
@gianlucapellino
@pathologists
@sloan_kettering
@sages_updates
@asmbs
@maimonidesmc
@manishchandsurg

Top Tweeters in G3:
@vicentelozadab
@celestinogutirr
@neilflochmd
@otjonline
@max_lyashko
@hospitalsapollo
@logghemd
@ymasannat
@mdantonieta
@drfatihavsar

Top Tweeters in G4:
@tomvarghesejr
@adeyemoadekunl2
@swexner
@gmacscotland
@johnshopkins
@aecirujanos
@stanfordmed
@katarinavasili3
@aopa
@johnrtmonsonmd

Top Tweeters in G5:
@ctspharma
@a_panousopoulos
@lapcolectomy


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