The graph represents a network of 577 Twitter users whose recent tweets contained "#SparkAISummit", 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, 24 April 2019 at 19:58 UTC.
The tweets in the network were tweeted over the 9-day, 4-hour, 30-minute period from Monday, 15 April 2019 at 15:26 UTC to Wednesday, 24 April 2019 at 19:57 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 : 577
Unique Edges : 831
Edges With Duplicates : 408
Total Edges : 1239
Self-Loops : 283
Reciprocated Vertex Pair Ratio : 0.0372750642673522
Reciprocated Edge Ratio : 0.0718711276332094
Connected Components : 100
Single-Vertex Connected Components : 81
Maximum Vertices in a Connected Component : 450
Maximum Edges in a Connected Component : 1080
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.620122
Graph Density : 0.00242814846909301
Modularity : 0.512182
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[201] open,source [134] apache,spark [106] excited,announce [102] today,#sparkaisummit [95] net,apache [94] announce,announce [94] announce,net [94] spark,today [94] #sparkaisummit,makes [94] makes,open Top Word Pairs in Tweet in G1:
[36] delta,lake [34] open,source [21] apache,spark [17] new,open [14] #sparkaisummit,databricks [13] lake,#sparkaisummit [12] source,project [11] spark,#sparkaisummit [11] proud,announce [11] sponsor,#sparkaisummit Top Word Pairs in Tweet in G2:
[87] excited,announce [87] announce,announce [87] announce,net [87] net,apache [87] apache,spark [87] spark,today [87] today,#sparkaisummit [87] #sparkaisummit,makes [87] makes,open [87] open,source Top Word Pairs in Tweet in G3:
[7] databricks,delta [5] spark,ai [5] ai,summit [5] delta,lake [4] summit,2019 [4] san,francisco [4] delta,#sparkaisummit [3] join,#sparkaisummit [3] #sparkaisummit,tomorrow [3] https,t Top Word Pairs in Tweet in G4:
[39] open,source [36] source,announcement [36] announcement,#sparkaisummit [23] today,koalas [22] first,open [22] #sparkaisummit,today [22] koalas,more [22] more,complete [22] complete,pandas [22] pandas,api Top Word Pairs in Tweet in G5:
[15] sessions,rapidsai [15] rapidsai,platform [12] talend,wins [12] wins,tiger [12] tiger,team [12] team,award [12] #cloud,#spark [12] #spark,#machinelearning [12] #machinelearning,visit [12] visit,talend Top Word Pairs in Tweet in G6:
[27] 4,24 [19] #sparkaisummit,4 [10] rohankdata,delivering [10] delivering,keynote [10] 24,9am [10] 9am,miss [10] miss,discuss [10] discuss,developing [9] keynote,sesion [9] sesion,#sparkaisummit Top Word Pairs in Tweet in G7:
[25] open,source [22] delta,lake [19] #sparkaisummit,techcrunch [19] new,open [18] databricks,hot [18] hot,presses [18] presses,#sparkaisummit [18] techcrunch,databricks [18] databricks,announces [18] announces,delta Top Word Pairs in Tweet in G8:
[22] #sparkaisummit,san [22] san,francisco [11] vp,data [11] data,insights [11] insights,eric [11] eric,chu [8] unravel,booth [8] booth,#k3 [8] april,24 [8] #aiops,#bigdata Top Word Pairs in Tweet in G9:
[12] spark,ai [12] ai,summit [11] ready,databricks [11] databricks,spark [11] summit,2019 [11] 2019,look [11] look,back [7] excited,announce [7] open,source [6] thecube,ready Top Word Pairs in Tweet in G10:
[10] having,great [10] great,week [10] week,team [10] team,out [10] out,#sparkaisummit [10] #sparkaisummit,week [10] week,last [10] last,night [10] night,excited [10] excited,recognized Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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: