The graph represents a network of 595 Twitter users whose recent tweets contained "ICWSM", 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 Saturday, 11 June 2022 at 06:02 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 43-minute period from Thursday, 02 June 2022 at 18:18 UTC to Friday, 10 June 2022 at 21:01 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 : 595
Unique Edges : 2101
Edges With Duplicates : 1202
Total Edges : 3303
Number of Edge Types : 5
MentionsInRetweet : 1572
Retweet : 665
Mentions : 794
Replies to : 190
Tweet : 82
Self-Loops : 84
Reciprocated Vertex Pair Ratio : 0.132776230269266
Reciprocated Edge Ratio : 0.234426229508197
Connected Components : 20
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 554
Maximum Edges in a Connected Component : 3251
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.543789
Graph Density : 0.00690377160965396
Modularity : 0.414274
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 595 Twitter users whose recent tweets contained "ICWSM", 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 Saturday, 11 June 2022 at 06:02 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 43-minute period from Thursday, 02 June 2022 at 18:18 UTC to Friday, 10 June 2022 at 21:01 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
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:
[115] social,media [75] covid,19 [73] icwsm,2022 [60] social,good [52] local,news [46] coverage,engagement [44] presenting,paper [39] #icwsm,icwsm [34] presenting,work [33] paper,icwsm Top Word Pairs in Tweet in G1:
[60] social,good [46] covid,19 [41] social,media [40] icwsm,2022 [38] #icwsm,icwsm [35] local,news [34] coverage,engagement [27] computing,social [27] good,lab [27] lab,ucsd Top Word Pairs in Tweet in G2:
[27] shenqinlan,ashton1anderson [27] deaneckles,aminrahimian [25] ashton1anderson,deaneckles [25] aminrahimian,msaveski [23] msaveski,_ziv_e [22] _ziv_e,sohwng [20] hussamhabib10,rishabn_ [18] bhecht,snchancellor [17] sohwng,vminvsky [17] vminvsky,groceryheist Top Word Pairs in Tweet in G3:
[15] #neatclass,workshop [14] bjoernross,agostina_cal [11] daniel,roux [11] roux,stellenboschuni [9] global,south [8] asia,pacific [8] research,community [8] huatongs,fbenevenuto [8] ratnrajiv,lexing [8] lexing,daniel Top Word Pairs in Tweet in G4:
[23] social,media [19] icwsm,2022 [18] papers,program [12] general,chair [12] paper,session [12] session,june [11] 2022,edition [11] edition,icwsm [11] icwsm,kicks [11] kicks,today Top Word Pairs in Tweet in G5:
[16] openstreetmap,diptosrkr [16] diptosrkr,jenningsatcu [16] jenningsatcu,rsoden_ [15] excited,share [15] share,paper [15] paper,icwsm [15] icwsm,develop [15] develop,automated [15] automated,technique [15] technique,predicting Top Word Pairs in Tweet in G6:
[9] attend,icwsm [8] excited,attend [8] icwsm,person [8] person,week [8] week,ll [8] ll,presenting [8] presenting,joint [8] joint,work [8] work,jugander [8] jugander,thu Top Word Pairs in Tweet in G7:
[10] paper,contribution [10] contribution,lyrics [10] lyrics,acoustics [10] acoustics,collaborative [10] collaborative,understanding [10] understanding,mood [10] sravana,jussikarlgren [10] jussikarlgren,joana [10] joana,correia [10] appearing,week Top Word Pairs in Tweet in G8:
[7] languages,tutorial [7] tutorial,using [7] using,bert [7] bert,social [7] social,sciences [7] sciences,humanities [7] humanities,#icwsm2022 [7] #icwsm2022,speakers [7] speakers,maria [7] maria,antoniak Top Word Pairs in Tweet in G9:
[12] english,llms [10] non,english [9] mujumdarrohit,jay4w [6] icwsm,#icwsm2022 [6] #icwsm2022,paper [6] images,help [5] jay4w,munmun10 [5] gtcse,gtcomputing [4] munmun10,srijankedia [4] llms,work Top Word Pairs in Tweet in G10:
[8] adash0193,animesh43061078 [7] recognition,systems [6] commercial,face [6] face,recognition [5] paper,two [5] two,face [5] face,adversarial [5] adversarial,audit [5] audit,commercial [5] systems,presented Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: