The graph represents a network of 2,049 Twitter users whose tweets in the requested range contained "tensorflow", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 20 August 2019 at 05:53 UTC.
The requested start date was Sunday, 18 August 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 17-hour, 38-minute period from Thursday, 15 August 2019 at 06:18 UTC to Saturday, 17 August 2019 at 23:57 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 : 2049
Unique Edges : 2591
Edges With Duplicates : 3634
Total Edges : 6225
Number of Edge Types : 3
Mentions : 4958
Tweet : 1152
Replies to : 115
Self-Loops : 1152
Reciprocated Vertex Pair Ratio : 0.0175706646294882
Reciprocated Edge Ratio : 0.0345345345345345
Connected Components : 346
Single-Vertex Connected Components : 233
Maximum Vertices in a Connected Component : 1467
Maximum Edges in a Connected Component : 5509
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.941168
Graph Density : 0.000634837115666179
Modularity : 0.380915
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2185] #bigdata,#analytics [1986] #datascience,#ai [1866] #analytics,#datascience [1753] #ai,#machinelearning [1390] #iot,#iiot [1136] #machinelearning,#iot [914] #iiot,#pytorch [902] #pytorch,#python [698] machine,learning [602] #python,#rstats Top Word Pairs in Tweet in G1:
[126] machine,learning [122] spiral,rl [122] rl,agent [122] agent,generates [122] generates,images [122] images,interacting [122] interacting,shelf [122] shelf,graphics [122] graphics,software [122] software,we've Top Word Pairs in Tweet in G2:
[1949] #bigdata,#analytics [1774] #datascience,#ai [1670] #analytics,#datascience [1569] #ai,#machinelearning [1225] #iot,#iiot [1019] #machinelearning,#iot [800] #iiot,#pytorch [742] #pytorch,#python [534] #python,#rstats [310] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[32] neural,networks [31] deep,learning [27] 92,discount [27] discount,#coupon [27] #coupon,#udemy [27] #udemy,#course [27] #course,#tensorflow [27] #tensorflow,keras [27] keras,neural [27] networks,#deep Top Word Pairs in Tweet in G4:
[178] deep,learning [162] machine,learning [131] #ai,#tensorflow [108] #deeplearning,#tensorflow [103] #bigdata,#analytics [93] #datascience,#ai [86] #analytics,#datascience [82] #ai,#machinelearning [67] #iot,#iiot [61] #ai,#deeplearning Top Word Pairs in Tweet in G5:
[69] #bigdata,#analytics [63] #datascience,#ai [59] #analytics,#datascience [56] #ai,#machinelearning [50] #iot,#iiot [37] #iiot,#pytorch [35] #pytorch,#python [33] #machinelearning,#iot [32] machine,learning [30] #python,#rstats Top Word Pairs in Tweet in G6:
[44] here's,quick [44] quick,performance [44] performance,tip [44] tip,using [44] using,tensorflow [44] tensorflow,datasets [44] datasets,using [44] using,cache [44] cache,improve [44] improve,training Top Word Pairs in Tweet in G7:
[179] #deeplearning,#machinelearning [144] #machinelearning,#ai [83] #ai,#datascience [64] #pytorch,#python [61] #gpu,#tensorflow [59] #nlp,#gpu [59] #tensorflow,#keras [57] #python,#hpc [56] #keras,#pytorch [56] #datascience,#neuralnetworks Top Word Pairs in Tweet in G8:
[50] one,coolest [50] coolest,aspects [50] aspects,spiral [50] spiral,use [50] use,computer [50] computer,programs [50] programs,opposed [50] opposed,games [50] games,environments [50] environments,rl Top Word Pairs in Tweet in G9:
[33] recently,started [33] started,tinkering [33] tinkering,swift [33] swift,tensorflow [33] tensorflow,really [33] really,promising [33] promising,s4tf [33] s4tf,project [33] project,merge [33] merge,perf Top Word Pairs in Tweet in G10:
[48] gather,round [48] round,boys [48] boys,girls [48] time,talk [48] talk,google [48] google,intentionally [48] intentionally,made [47] emblem21ceo,gather [47] girls,time [47] made,itself Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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