The graph represents a network of 667 Twitter users whose recent tweets contained "ICWSM OR #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 Sunday, 13 June 2021 at 21:08 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 39-minute period from Saturday, 05 June 2021 at 15:25 UTC to Sunday, 13 June 2021 at 14:05 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 : 677
Unique Edges : 1846
Edges With Duplicates : 1484
Total Edges : 3330
Number of Edge Types : 5
Mentions : 801
Tweet : 147
Retweet : 868
MentionsInRetweet : 1372
Replies to : 142
Self-Loops : 151
Reciprocated Vertex Pair Ratio : 0.105263157894737
Reciprocated Edge Ratio : 0.19047619047619
Connected Components : 18
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 624
Maximum Edges in a Connected Component : 3228
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.764479
Graph Density : 0.00481807137300831
Modularity : 0.393573
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 667 Twitter users whose recent tweets contained "ICWSM OR #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 Sunday, 13 June 2021 at 21:08 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 39-minute period from Saturday, 05 June 2021 at 15:25 UTC to Sunday, 13 June 2021 at 14:05 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 : ICWSM OR #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:
[130] social,media [85] #icwsm2021,icwsm [70] icwsm,21 [68] winner,icwsm [65] hate,speech [59] political,polarization [55] icwsm,#icwsm2021 [53] best,paper [49] looking,forward [49] fake,news Top Word Pairs in Tweet in G1:
[47] icwsm,21 [44] winner,icwsm [38] workshop,icwsm [34] emoji2021,workshop [32] monday,ll [32] ll,speaking [32] speaking,emoji2021 [32] icwsm,figured [32] figured,good [32] good,time Top Word Pairs in Tweet in G2:
[41] #icwsm2021,icwsm [26] ladamic,nglance [19] adamic,glance [18] ongoing,keynote [18] glance,distinguished [17] looking,forward [17] social,media [16] virgilioalmeida,#icwsm2021 [15] icwsm,adamic [15] researcher,award Top Word Pairs in Tweet in G3:
[41] social,media [31] icwsm,#icwsm2021 [30] #icwsm2021,icwsm [29] fil,menczer [27] political,polarization [27] menczer,osome_iu [24] coordinated,networks [21] #mediate2021,#icwsm2021 [20] polarization,twitter [20] proud,latest Top Word Pairs in Tweet in G4:
[17] presenting,work [16] lgbt,people [9] 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 G5:
[41] hate,speech [26] speech,research [15] best,paper [13] tutorial,coming [13] coming,#icwsm2021 [13] #icwsm2021,hate [13] speech,monday [13] monday,june [13] june,9am [13] 9am,eastern Top Word Pairs in Tweet in G6:
[24] workshop,data [24] data,wellbeing [24] wellbeing,vulnerable [20] kyriakikalimeri,rumichunara [19] today's,icwsm [19] icwsm,workshop [16] organized,danielapaolotti [14] inviting,join [14] join,online [14] online,today's Top Word Pairs in Tweet in G7:
[11] social,media [9] cfiesler,ka_kinder [9] ka_kinder,undersequoias [9] undersequoias,mannymoss [9] mannymoss,katieshilton [9] media,research [7] looking,forward [7] forward,icwsm [7] icwsm,tutorial [7] tutorial,tomorrow Top Word Pairs in Tweet in G8:
[25] fake,news [21] news,sites [13] work,cerenbudak [10] top,ad [10] ad,firms [8] ad,servers [7] cerenbudak,focused [7] focused,ad [7] ad,ecosystem [7] ecosystem,over Top Word Pairs in Tweet in G9:
[8] paper,award [6] best,paper [5] congrats,cervisiarius [5] cervisiarius,icwsm2021 [5] icwsm2021,best [4] video,conversations [4] icwsm,#icwsm21 [3] congrats,timalthoff [3] timalthoff,#icwsm2021 [3] #icwsm2021,outstanding Top Word Pairs in Tweet in G10:
[9] happening,today [6] #icwsm,#icwsm2021 [4] social,media [4] fattanez,dianaz773 [4] dianaz773,chris [4] chris,yang [4] yang,icwsm [4] icwsm,#icwsm2021 [4] icwsm,umncomputersci [4] icwsm,link 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 G6:
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 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: