The graph represents a network of 396 Twitter users whose recent tweets contained "#ICWSM2021", 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 Monday, 14 June 2021 at 18:02 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 21-minute period from Sunday, 06 June 2021 at 14:27 UTC to Monday, 14 June 2021 at 13:49 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 : 396
Unique Edges : 1046
Edges With Duplicates : 846
Total Edges : 1892
Number of Edge Types : 5
Retweet : 599
MentionsInRetweet : 821
Mentions : 375
Replies to : 18
Tweet : 79
Self-Loops : 80
Reciprocated Vertex Pair Ratio : 0.105966162065895
Reciprocated Edge Ratio : 0.191626409017713
Connected Components : 8
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 367
Maximum Edges in a Connected Component : 1823
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.711114
Graph Density : 0.00794016110471807
Modularity : 0.406876
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 396 Twitter users whose recent tweets contained "#ICWSM2021", 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 Monday, 14 June 2021 at 18:02 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 21-minute period from Sunday, 06 June 2021 at 14:27 UTC to Monday, 14 June 2021 at 13:49 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 : #ICWSM2021
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:
[85] #icwsm2021,icwsm [77] social,media [71] icwsm,21 [69] winner,icwsm [63] political,polarization [56] icwsm,#icwsm2021 [47] best,paper [47] paper,political [47] fake,news [35] test,time Top Word Pairs in Tweet in G1:
[53] icwsm,21 [49] winner,icwsm [26] political,polarization [23] 21,best [22] paper,political [21] best,paper [19] polarization,online [19] online,news [19] news,consumption [19] consumption,congratulations Top Word Pairs in Tweet in G2:
[40] #icwsm2021,icwsm [18] ongoing,keynote [16] virgilioalmeida,#icwsm2021 [16] adamic,glance [16] glance,distinguished [14] important,ongoing [14] keynote,virgilioalmeida [13] looking,forward [13] icwsm,adamic [13] researcher,award Top Word Pairs in Tweet in G3:
[18] best,paper [16] award,#icwsm2021 [15] won,best [15] paper,award [15] #icwsm2021,started [15] started,work [15] work,epfl [15] epfl,2018 [15] 2018,glad [15] glad,position Top Word Pairs in Tweet in G4:
[31] political,polarization [30] social,media [28] icwsm,#icwsm2021 [24] coordinated,networks [22] polarization,twitter [22] test,time [22] time,award [21] fil,menczer [21] menczer,osome_iu [20] 2011,paper Top Word Pairs in Tweet in G5:
[17] presenting,work [16] lgbt,people [8] aasishp,hsmcramer [8] tomorrow,aka [8] aka,chan_young_park [8] chan_young_park,presenting [8] work,titled [8] titled,multilingual [8] multilingual,contextual [8] contextual,affective Top Word Pairs in Tweet in G6:
[31] #icwsm2021,icwsm [22] #mediate2021,#icwsm2021 [12] #infocred2021,#icwsm2021 [10] listening,great [9] #icwsm2021,#cysoc [8] #icwsm2021,#mediate2021 [7] fake,news [7] icwsm,#infocred2021 [7] unreliable,news [7] news,sources Top Word Pairs in Tweet in G7:
[32] fake,news [27] news,sites [14] work,cerenbudak [14] top,ad [14] ad,firms [9] cerenbudak,focused [9] focused,ad [9] ad,ecosystem [9] ecosystem,over [9] over,500 Top Word Pairs in Tweet in G8:
[15] tal_august,qishengli [13] qishengli,timalthoff [12] icwsm,spotlight [12] spotlight,session [10] moderation,online [10] online,mental [10] mental,health [10] health,conversations [9] #icwsm2021,outstanding [9] paper,award Top Word Pairs in Tweet in G9:
[6] happening,today [6] #icwsm,#icwsm2021 [4] fattanez,dianaz773 [4] dianaz773,chris [4] chris,yang [4] yang,icwsm [4] icwsm,#icwsm2021 [4] social,media [4] icwsm,link [4] link,#icwsm Top Word Pairs in Tweet in G10:
[7] looking,forward [7] forward,icwsm [7] icwsm,tutorial [7] tutorial,tomorrow [7] tomorrow,engaging [7] engaging,ethics [7] ethics,'public' [7] 'public',data [7] data,social [7] social,media Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: