The graph represents a network of 1,713 Twitter users whose recent tweets contained ""American College of Surgeons Clinical Congress" OR AmCollSurgeons OR acsscc21 OR acscc2021 OR acscc -#acscc21 -acscc2021 since:2021-10-23 until:2021-10-29", 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 Wednesday, 03 November 2021 at 12:43 UTC.
The tweets in the network were tweeted over the 3-day, 7-hour, 38-minute period from Monday, 25 October 2021 at 16:12 UTC to Thursday, 28 October 2021 at 23:51 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
Vertices : 1713
Unique Edges : 6123
Edges With Duplicates : 3741
Total Edges : 9864
Self-Loops : 117
Reciprocated Vertex Pair Ratio : 0.0542067491220034
Reciprocated Edge Ratio : 0.102838933951333
Connected Components : 61
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 1638
Maximum Edges in a Connected Component : 9790
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.665816
Graph Density : 0.00235417996519196
Modularity : 0.431866
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,713 Twitter users whose recent tweets contained ""American College of Surgeons Clinical Congress" OR AmCollSurgeons OR acsscc21 OR acscc2021 OR acscc -#acscc21 -acscc2021 since:2021-10-23 until:2021-10-29", 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 Wednesday, 03 November 2021 at 12:43 UTC.
The tweets in the network were tweeted over the 3-day, 7-hour, 38-minute period from Monday, 25 October 2021 at 16:12 UTC to Thursday, 28 October 2021 at 23:51 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 : "American College of Surgeons Clinical Congress" OR AmCollSurgeons OR acsscc21 OR acscc2021 OR acscc -#acscc21 -acscc2021 since:2021-10-23 until:2021-10-29
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[337] learn,more [320] job,asks [320] asks,things [320] things,job [320] job,earth [320] earth,dare [320] dare,surgeons [320] surgeons,job [320] job,along [320] along,teams Top Word Pairs in Tweet in G1:
[295] learn,more [280] job,asks [280] asks,things [280] things,job [280] job,earth [280] earth,dare [280] dare,surgeons [280] surgeons,job [280] job,along [280] along,teams Top Word Pairs in Tweet in G2:
[190] amcollsurgeons,swexner [168] cirbosque,flochman [168] pferrada1,drjonnys [168] sages_updates,amcollsurgeons [168] swexner,ascolcirugia [166] ascolcirugia,misirg1 [165] flochman,pipecabrerav [160] drjonnys,sages_updates [160] apdsurgery,dptocirugiapuj [160] dptocirugiapuj,eurohernias Top Word Pairs in Tweet in G3:
[35] nyulangone,nyugrossman [34] amcollsurgeons,nycofacs [34] nycofacs,societyofbas [34] societyofbas,womensurgeons [34] womensurgeons,nyulangone [34] nyugrossman,bellevuehosp [29] amcollsurgeons,womensurgeons [23] american,college [23] college,surgeons [22] womensurgeons,societyofbas Top Word Pairs in Tweet in G4:
[39] amcollsurgeons,swexner [30] leahbackhusmd,aki_bsc [26] aki_bsc,pompili_cecilia [21] swexner,leahbackhusmd [21] medtronic,amcollsurgeons [20] #webinar,women [20] global,perspective [20] pompili_cecilia,many [20] many,experts [20] experts,medtronic Top Word Pairs in Tweet in G5:
[5] work,emergency [5] emergency,setting [5] setting,make [5] make,difference [5] difference,saving [5] saving,child [5] child,s [5] s,life [5] life,learn [5] learn,acepnow Top Word Pairs in Tweet in G6:
[2] heal,skill [2] skill,trust Top Word Pairs in Tweet in G7:
[9] amcollsurgeons,mcwsurgery [9] mcwsurgery,mcwvascsurg [9] mcwvascsurg,stanfordsurgery [9] stanfordsurgery,mghvascular [9] mghvascular,mghsurgery [8] anahitadua,amcollsurgeons [5] mghsurgery,congratulations [4] #vascsurg,#medtwitter [3] belated,look [3] look,back Top Word Pairs in Tweet in G8:
[10] amcollsurgeons,ambdsurg [7] board,certified [5] congratulations,residents [5] residents,fellows [5] fellows,now [5] now,board [5] certified,ambdsurg [5] ambdsurg,general [5] general,surgeons [5] surgeons,proud Top Word Pairs in Tweet in G9:
[8] abstract,american [8] american,college [8] college,surgeons [8] surgeons,2021 [8] 2021,artificial [8] artificial,intelligence [8] intelligence,fluorescence [8] fluorescence,guided [8] guided,during [8] during,robotic Top Word Pairs in Tweet in G10:
[5] coda,fundamentally [5] fundamentally,changed [5] changed,way [5] way,think [5] think,appendicitis [5] appendicitis,tune [5] tune,behindtheknife [5] behindtheknife,hot [5] hot,take [5] take,brand Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: