The graph represents a network of 351 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 16:58 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 30-minute period from Monday, 15 April 2019 at 15:26 UTC to Wednesday, 24 April 2019 at 16:57 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 : 351
Unique Edges : 475
Edges With Duplicates : 273
Total Edges : 748
Self-Loops : 217
Reciprocated Vertex Pair Ratio : 0.0390804597701149
Reciprocated Edge Ratio : 0.0752212389380531
Connected Components : 78
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 255
Maximum Edges in a Connected Component : 602
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.492658
Graph Density : 0.00367928367928368
Modularity : 0.508066
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[48] open,source [48] san,francisco [33] delta,lake [32] 4,24 [27] next,week [26] #sparkaisummit,week [24] spark,ai [24] ai,summit [23] new,open [23] #sparkaisummit,san Top Word Pairs in Tweet in G1:
[7] delta,lake [6] delta,#sparkaisummit [5] spark,ai [5] ai,summit [5] san,francisco [5] databricks,delta [5] open,source [4] join,#sparkaisummit [4] summit,2019 [4] data,ai Top Word Pairs in Tweet in G2:
[14] open,source [14] delta,lake [13] new,open [11] databricks,announces [11] #sparkaisummit,databricks [10] hot,presses [10] presses,#sparkaisummit [10] #sparkaisummit,techcrunch [10] techcrunch,databricks [10] announces,delta Top Word Pairs in Tweet in G3:
[22] open,source [15] matei_zaharia,#sparkaisummit [14] source,announcement [14] announcement,#sparkaisummit [13] #sparkaisummit,week [13] week,away [13] away,want [13] want,learn [13] learn,#mlflow [13] #mlflow,going Top Word Pairs in Tweet in G4:
[13] proud,announce [13] sponsor,#sparkaisummit [13] #sparkaisummit,largest [13] largest,data [13] data,#machinelearning [9] #sparkaisummit,#unifiedanalytics [7] silver,sponsor [7] sparkaisummit,2019 [7] sparkaisummit,proud [7] 2019,#sparkaisummit Top Word Pairs in Tweet in G5:
[26] 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 G6:
[14] sessions,rapidsai [14] rapidsai,platform [8] join,next [8] next,week [8] week,#sparkaisummit [8] nvidia,sessions [8] platform,talk [8] talk,#recruiting [8] learn,accelerate [7] 4,25 Top Word Pairs in Tweet in G7:
[18] san,francisco [14] #sparkaisummit,san [8] #apachespark,performance [8] performance,management [8] management,unravel [8] unravel,cto [8] cto,shivnath [8] shivnath,babu [8] babu,explains [8] vp,data Top Word Pairs in Tweet in G8:
[10] great,list [10] list,#time100 [10] #time100,influential [10] influential,people [10] people,read [10] read,modern [10] modern,culture [10] culture,few [10] few,surprises [10] surprises,gt Top Word Pairs in Tweet in G9:
[8] gene,davis [7] operational,#ai [6] mzweben,gene [6] davis,presenting [6] presenting,leveraging [6] leveraging,operational [5] ready,#sparkaisummit [5] #sparkaisummit,2019 [5] 2019,mzweben [3] #ai,mlfloworg Top Word Pairs in Tweet in G10:
[7] having,great [7] great,week [7] week,team [7] team,out [7] out,#sparkaisummit [7] #sparkaisummit,week [7] week,last [7] last,night [7] night,excited [7] excited,recognized Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
Top Mentioned in G5:
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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:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: