The graph represents a network of 1,365 Twitter users whose recent tweets contained "recsys OR recsys19 OR recsys2019", 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, 16 September 2019 at 02:30 UTC.
The tweets in the network were tweeted over the 9-day, 13-hour, 47-minute period from Friday, 06 September 2019 at 12:31 UTC to Monday, 16 September 2019 at 02:18 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 : 1365
Unique Edges : 1932
Edges With Duplicates : 5504
Total Edges : 7436
Self-Loops : 2237
Reciprocated Vertex Pair Ratio : 0.128
Reciprocated Edge Ratio : 0.226950354609929
Connected Components : 89
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 561
Maximum Edges in a Connected Component : 5492
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.329481
Graph Density : 0.00113596081338017
Modularity : 0.26188
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[440] #datascience,#ai [397] #ai,#machinelearning [294] #bigdata,#analytics [294] #analytics,#datascience [294] #iot,#iiot [294] #iiot,#pytorch [294] #rstats,#tensorflow [294] #javascript,#reactjs [294] #reactjs,#golang [294] #golang,#cloudcomputing Top Word Pairs in Tweet in G1:
[64] #vrchat,#vrc [54] #vrc,#vrチャット [52] #言霊少女,#孤独の悪夢0229 [44] #孤独の悪夢0229,#言霊少女 [41] mu,tang [32] 'ﾟ,'ﾟ [31] 遊びに来てね,#もっか0405 [29] 言霊少女オーディション,参加 [29] 参加,mokka [29] mokka,配信中 Top Word Pairs in Tweet in G2:
[253] #linearalgebra,#recsys [220] #recsys,image [217] free,479 [217] 479,page [217] page,ebook [217] ebook,microsoft [217] microsoft,#mathematics [217] #mathematics,#statistics [217] #statistics,foundations [217] foundations,#datascience Top Word Pairs in Tweet in G3:
[119] summer,school [75] acmrecsys,summer [56] recommender,systems [34] please,touch [29] doctoral,symposium [25] looking,forward [23] recsys,2019 [20] #recsys,#recsys2019 [20] acm,recsys [19] school,#recsys2019 Top Word Pairs in Tweet in G4:
[296] #datascience,#ai [289] #ai,#machinelearning [285] #bigdata,#analytics [285] #analytics,#datascience [285] #iot,#iiot [285] #iiot,#pytorch [285] #rstats,#tensorflow [285] #javascript,#reactjs [285] #reactjs,#golang [285] #golang,#cloudcomputing Top Word Pairs in Tweet in G5:
[10] research,shows [10] shows,people [10] people,#fibromyalgia [10] #fibromyalgia,#fibrowarrior [10] #chronicdisease,#chronicillness [9] #fibrowarrior,#spoonie [9] #chronicpain,#chronicdisease [9] #chronicillness,#cfs [8] #spoonie,#chronicpain [8] #cfs,#fibromyalgia Top Word Pairs in Tweet in G6:
[8] recsys,we've [8] further,back [7] we've,determined [7] determined,sticking [7] sticking,probes [7] probes,users [7] users,brain [7] brain,logging [7] logging,thought [7] thought,accurately Top Word Pairs in Tweet in G7:
[6] know,want [3] #recsys2019,week [3] week,know [3] want,chat [3] chat,careers [3] careers,twittereng [3] twittereng,paper [3] paper,know [3] want,hi [3] #recsys,challenges Top Word Pairs in Tweet in G8:
[16] dealing,large [8] heading,copenhagen [8] copenhagen,#recsys2019 [8] #recsys2019,team [8] team,two [8] two,long [8] long,papers [8] papers,neural [8] neural,deep [8] deep,retrieval Top Word Pairs in Tweet in G9:
[8] here,curated [8] curated,list [8] list,50 [8] 50,project [8] project,ideas [8] ideas,covering [8] covering,#vision [8] #vision,#nlproc [8] #nlproc,#recsys [8] #recsys,#timeseries Top Word Pairs in Tweet in G10:
[5] heading,copenhagen [5] copenhagen,#recsys2019 [5] #recsys2019,come [5] come,hi [5] hi,rest [5] rest,spotifyeng [5] spotifyeng,spotifyresearch [5] spotifyresearch,team Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: