The graph represents a network of 944 Twitter users whose recent tweets contained "#ccs2022", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 10/21/2022 7:57:48 PM. The network was obtained from Twitter on Saturday, 22 October 2022 at 03:03 UTC.
The tweets in the network were tweeted over the 870-day, 13-hour, 29-minute period from Wednesday, 03 June 2020 at 10:17 UTC to Friday, 21 October 2022 at 23:46 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 944
Unique Edges : 1350
Edges With Duplicates : 5559
Total Edges : 6909
Number of Edge Types : 9
Retweet : 1880
MentionsInRetweet : 3207
Mentions : 828
Quote : 146
Replies to : 162
MentionsInReplyTo : 188
Tweet : 266
MentionsInQuote : 230
MentionsInQuoteReply : 2
Self-Loops : 605
Reciprocated Vertex Pair Ratio : 0.119459687631912
Reciprocated Edge Ratio : 0.21342383107089
Connected Components : 45
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 736
Maximum Edges in a Connected Component : 6065
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.961578
Graph Density : 0.00297913259162068
Modularity : 0.237741
NodeXL Version : 1.0.1.507
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283154
Data Import : The graph represents a network of 944 Twitter users whose recent tweets contained "#ccs2022", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 10/21/2022 7:57:48 PM. The network was obtained from Twitter on Saturday, 22 October 2022 at 03:03 UTC.
The tweets in the network were tweeted over the 870-day, 13-hour, 29-minute period from Wednesday, 03 June 2020 at 10:17 UTC to Friday, 21 October 2022 at 23:46 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #ccs2022
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[170] complex,systems [108] computational,social [101] #ccs2022,ccs2022 [100] social,science [100] capital,creative [92] creative,showcase [91] invited,speaker [84] conference,complex [75] speaker,#ccs2022 [56] ccs2022,satellite Top Word Pairs in Tweet in G1:
[61] complex,systems [34] computational,social [30] #ccs2022,ccs2022 [28] social,science [27] invited,speaker [26] systems,vulnerable [24] ccs2022,workshop [24] satellite,workshop [23] speaker,#ccs2022 [22] workshop,complex Top Word Pairs in Tweet in G2:
[44] computational,social [44] social,science [35] ccs2022,satellite [23] speaker,#ccs2022 [22] attending,#ccs2022 [21] complex,systems [21] send,abstracts [20] open,send [20] event,computational [20] satellite,event Top Word Pairs in Tweet in G3:
[42] #ccs2022,ccs2022 [32] complex,systems [30] higher,order [27] sala,magna [25] invited,speaker [24] computational,social [23] session,#ccs2022 [23] amethyst,satellite [22] social,science [21] next,speaker Top Word Pairs in Tweet in G4:
[38] organiza,ifisc_mallorca [32] 17,21 [31] 21,octubre [28] ifisc_mallorca,17 [27] ccs2022,organiza [18] octubre,evento [18] evento,principales [17] f_sicomoro,inscríbete [13] inscríbete,ccs2022 [11] complex,systems Top Word Pairs in Tweet in G5:
[17] #economics,#finance [10] ruggiero,sardo [9] vittorio,loreto [9] economic,fitness [8] matteo,straccamore [8] networks,#ccs2022 [8] poster,sessions [8] angelica,sbardella [7] #complexity,#economics [7] giulio,prevedello Top Word Pairs in Tweet in G6:
[100] capital,creative [92] creative,showcase [29] september,10th [28] indie,games [27] showcase,2022 [26] showcase,facts [26] facts,fact [26] event,calendar [23] sept,10th [23] ccs_sacramento,capital Top Word Pairs in Tweet in G7:
[10] complex,systems [7] very,nice [7] nice,talk [6] ferri,ireneferri11 [6] model,opinion [6] opinion,formation [6] talk,model [6] ub_ics,delivered [6] delivered,very [6] ireneferri11,ub_ics Top Word Pairs in Tweet in G8:
[33] #ccs2022,#pymntprofcomm [28] construction,credit [25] credit,summit [10] #pymntprofcomm,#ccs2022 [10] seats,remain [9] remain,reserve [8] reserve,seat [6] summit,houston [6] credit,finance [6] limited,seats Top Word Pairs in Tweet in G9:
[7] #ccs2022,#caineweiner [6] #caineweiner,#levelset [5] #levelset,#topgolf [4] #ccaas,#ccs2022 [4] #ai,#ccaas [3] #ccs2022,#contactcenter [3] primera,fecha [2] construction,credit [2] oral,poster [2] materials,deadline Top Word Pairs in Tweet in G10:
[11] nft,trades [11] cycles,nft [10] complex,data [10] data,blocks [7] talk,non [7] trades,accepted [7] markovian,paths [7] excited,talk [7] blocks,satellite [7] accepted,complex Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: