The graph represents a network of 558 Twitter users whose recent tweets contained "#KDD2022", 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, 17 August 2022 at 08:53 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 36-minute period from Monday, 08 August 2022 at 01:12 UTC to Wednesday, 17 August 2022 at 06:49 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 : 558
Unique Edges : 1179
Edges With Duplicates : 424
Total Edges : 1603
Number of Edge Types : 5
MentionsInRetweet : 648
Mentions : 277
Retweet : 527
Tweet : 130
Replies to : 21
Self-Loops : 133
Reciprocated Vertex Pair Ratio : 0.078397212543554
Reciprocated Edge Ratio : 0.145395799676898
Connected Components : 45
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 502
Maximum Edges in a Connected Component : 1537
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.602532
Graph Density : 0.00398319208766883
Modularity : 0.572419
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 558 Twitter users whose recent tweets contained "#KDD2022", 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, 17 August 2022 at 08:53 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 36-minute period from Monday, 08 August 2022 at 01:12 UTC to Wednesday, 17 August 2022 at 06:49 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 : #KDD2022
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[77] #kdd2022,kdd_news [57] data,science [57] kdd_news,#kdd2022 [54] looking,forward [38] #kdd2022,check [38] neural,networks [38] attending,#kdd2022 [35] washington,dc [35] social,media [33] trustworthy,ai Top Word Pairs in Tweet in G1:
[45] #kdd2022,kdd_news [33] data,science [30] multiple,exciting [30] exciting,postdoc [30] postdoc,openings [30] openings,group [30] group,cutting [30] cutting,edge [30] edge,research [30] research,data Top Word Pairs in Tweet in G2:
[22] looking,forward [15] machine,learning [15] #kdd2022,kdd_news [13] kdd_news,#kdd2022 [12] time,series [10] neural,networks [10] pm,room [10] health,day [9] forward,seeing [9] poster,session Top Word Pairs in Tweet in G3:
[27] #kdd2022,check [27] check,poster [27] poster,talk [27] talk,learning [27] learning,backward [27] backward,compatible [27] compatible,embeddings [27] embeddings,present [27] present,setting [27] setting,solution Top Word Pairs in Tweet in G4:
[14] steeve__huang,preslav_nakov [11] final,version [11] version,tutorial [11] tutorial,slides [11] slides,uploaded [11] uploaded,yifung10 [11] yifung10,steeve__huang [11] preslav_nakov,#kdd2022 [9] against,misinformation [9] misinformation,biased Top Word Pairs in Tweet in G5:
[19] align,ml [19] ml,models' [19] models',behaviors [19] behaviors,knowledge [19] knowledge,values [19] values,gam [19] gam,changer [19] changer,easily [19] easily,interactive [19] interactive,tool Top Word Pairs in Tweet in G6:
[4] data,science [3] week,#kdd2022 [3] machine,learning [3] pm,room [3] dc,#kdd2022 [2] dc,next [2] next,week [2] #kdd2022,conference [2] conference,during [2] during,aug Top Word Pairs in Tweet in G7:
[14] graph,cl [11] mlgworkshop,#kdd2022 [9] neil,shah [8] causal,discovery [7] graphs,mlgworkshop [7] #kdd2022,kdd_news [7] interested,behavior [7] behavior,graph [7] cl,stop [7] stop,poster Top Word Pairs in Tweet in G8:
[19] graph,neural [19] neural,networks [15] dissertation,award [11] beyond,excited [11] excited,thesis [11] thesis,adversarial [11] adversarial,robustness [11] robustness,graph [11] networks,selected [11] selected,runner Top Word Pairs in Tweet in G9:
[23] #kdd2022,#datadrivenhumanitarianmapping [22] kdd_news,#kdd2022 [16] data,driven [14] driven,humanitarian [14] humanitarian,mapping [8] mapping,policymaking [8] august,15th [7] josephpbullock,litonidas [7] multi,ai [7] ai,complex Top Word Pairs in Tweet in G10:
[24] trustworthy,ai [16] attending,#kdd2022 [14] ai,day [11] ai,trustworthiness [10] #kdd2022,interested [10] interested,trustworthy [10] ai,join [10] join,trustworthy [10] day,august [10] august,15 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G8:
Top Replied-To in G9:
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 G6:
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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: