The graph represents a network of 1,912 Twitter users whose recent tweets contained "tensorflow", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 11:32 UTC.
The tweets in the network were tweeted over the 2142-day, 17-hour, 35-minute period from Tuesday, 04 April 2017 at 07:21 UTC to Wednesday, 15 February 2023 at 00:56 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1912
Unique Edges : 692
Edges With Duplicates : 8613
Total Edges : 9305
Number of Edge Types : 9
Retweet : 3438
MentionsInRetweet : 3570
MentionsInReplyTo : 240
Replies to : 234
Tweet : 1561
Mentions : 200
Quote : 21
MentionsInQuote : 33
MentionsInQuoteReply : 8
Self-Loops : 1927
Reciprocated Vertex Pair Ratio : 0.0175511909736732
Reciprocated Edge Ratio : 0.0344969199178645
Connected Components : 277
Single-Vertex Connected Components : 172
Maximum Vertices in a Connected Component : 1398
Maximum Edges in a Connected Component : 8266
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.45866
Graph Density : 0.000666423634146288
Modularity : 0.238268
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,912 Twitter users whose recent tweets contained "tensorflow", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 11:32 UTC.
The tweets in the network were tweeted over the 2142-day, 17-hour, 35-minute period from Tuesday, 04 April 2017 at 07:21 UTC to Wednesday, 15 February 2023 at 00:56 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : tensorflow
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:
[2176] #bigdata,#analytics [1498] #python,#rstats [1342] #analytics,#datascience [1197] #iot,#iiot [1059] #rstats,#tensorflow [1023] #iiot,#python [950] #datascience,#ai [947] #ai,#machinelearning [863] #machinelearning,#iot [740] #analytics,#ai Top Word Pairs in Tweet in G1:
[1017] #bigdata,#analytics [664] #python,#rstats [501] #rstats,#tensorflow [464] #analytics,#datascience [464] #analytics,#ai [443] #iiot,#python [421] hacking,recovery [379] #datascience,#ai [374] #ai,#machinelearning [370] #cybersecurity,#bigdata Top Word Pairs in Tweet in G2:
[650] #bigdata,#analytics [633] #iot,#iiot [612] #analytics,#datascience [497] #python,#rstats [363] #ai,#machinelearning [359] #datascience,#ai [354] #machinelearning,#iot [347] #rstats,#tensorflow [336] #iiot,#python [248] #datascience,#iot Top Word Pairs in Tweet in G3:
[261] machine,learning [147] python,libraries [144] core,python [144] computing,pandas [144] numpy,scientific [144] libraries,machine [144] pandas,data [144] data,analysis [144] learning,numpy [144] scientific,computing Top Word Pairs in Tweet in G4:
[59] #ai,#machinelearning [47] #machinelearning,#datascience [44] app,link [42] #datascience,#analytics [38] #javascript,#tensorflow [37] machine,learning [35] #python,#rstats [31] #nodejs,#techforgood [29] #digital,#javascript [27] #tensorflow,#robotics Top Word Pairs in Tweet in G5:
[21] check,features [19] #tensorflowdecisionforests,production [19] production,ready [19] features,such [19] distributed,training [19] ready,check [19] training,hyper [19] such,distributed [18] tensorflow,#tensorflowdecisionforests [12] machine,learning Top Word Pairs in Tweet in G6:
[82] #coding,#100daysofcode [82] courses,#datascientist [82] #programming,#coding [82] #datascientist,#programming [77] tut_ml,learn [63] #100daysofcode,#sql [42] machine,learning [32] data,science [31] learn,data [31] online,courses Top Word Pairs in Tweet in G7:
[106] #bigdata,#analytics [96] #analytics,#datascience [88] data,science [87] #datascience,#ai [73] #python,#bigdata [72] #python3,#python [68] science,cheat [50] python,data [49] cheat,sheet [38] #ai,#machinelearning Top Word Pairs in Tweet in G8:
[164] #bigdata,#analytics [138] #python,#rstats [134] #iiot,#python [133] #analytics,#ai [132] #cybersecurity,#bigdata [120] #ai,#iiot [119] #sql,#cybersecurity [103] #machinelearning,#datascience [92] #datascience,#sql [60] #rstats,#tensorflow Top Word Pairs in Tweet in G9:
[49] #bigdata,#analytics [44] #machinelearning,#iot [39] #analytics,#machinelearning [37] #iot,#ml [35] #ml,#flutter [35] #tech,#tensorflow [32] #flutter,#tech [30] #tensorflow,#smartcities [30] #smartcities,#openai [29] #openai,#fintech Top Word Pairs in Tweet in G10:
[15] machine,learning [10] tensorflow,js [9] foundation,project [9] project,report [9] tensorflow,api [9] perl,foundation [9] report,google [9] api,bindings [9] bindings,perl [9] google,tensorflow Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: