The graph represents a network of 1,892 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 11:33 UTC.
The tweets in the network were tweeted over the 1406-day, 7-hour, 59-minute period from Wednesday, 06 March 2019 at 17:00 UTC to Wednesday, 11 January 2023 at 01:00 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 : 1892
Unique Edges : 711
Edges With Duplicates : 9229
Total Edges : 9940
Number of Edge Types : 8
Retweet : 3616
MentionsInRetweet : 4094
Tweet : 1438
Mentions : 337
Replies to : 191
MentionsInReplyTo : 188
Quote : 31
MentionsInQuote : 45
Self-Loops : 2013
Reciprocated Vertex Pair Ratio : 0.0152008686210641
Reciprocated Edge Ratio : 0.0299465240641711
Connected Components : 244
Single-Vertex Connected Components : 138
Maximum Vertices in a Connected Component : 1471
Maximum Edges in a Connected Component : 9111
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.800118
Graph Density : 0.000784007477279156
Modularity : 0.233217
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,892 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 11:33 UTC.
The tweets in the network were tweeted over the 1406-day, 7-hour, 59-minute period from Wednesday, 06 March 2019 at 17:00 UTC to Wednesday, 11 January 2023 at 01:00 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:
[2371] #bigdata,#analytics [1876] #python,#rstats [1483] #analytics,#datascience [1416] #ai,#machinelearning [1336] #datascience,#ai [1253] #rstats,#tensorflow [1230] #iot,#iiot [1028] #machinelearning,#iot [933] #iiot,#python [914] #pytorch,#python Top Word Pairs in Tweet in G1:
[1222] #bigdata,#analytics [918] #python,#rstats [688] #ai,#machinelearning [628] #analytics,#datascience [604] #rstats,#tensorflow [568] #datascience,#ai [529] #analytics,#ai [520] #iiot,#python [486] #iot,#iiot [436] #machinelearning,#datascience Top Word Pairs in Tweet in G2:
[410] #bigdata,#analytics [407] #iot,#iiot [406] #analytics,#datascience [374] #python,#rstats [344] #datascience,#ai [343] #ai,#machinelearning [342] #machinelearning,#iot [250] #iiot,#pytorch [250] #pytorch,#python [244] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[153] #machinelearning,#tensorflow [153] #neuralnetworks,#machinelearning [153] free,ebooks [153] data,science [153] books,#neuralnetworks [153] science,books [153] 100,free [153] ebooks,100 [153] free,data [152] #tensorflow,#100days Top Word Pairs in Tweet in G4:
[150] #programming,#coding [150] #datascientist,#programming [148] courses,#datascientist [147] learn,data [143] tut_ml,learn [138] online,courses [136] free,online [136] data,visualization [135] visualization,free [133] #coding,#100dayso Top Word Pairs in Tweet in G5:
[33] machine,learning [30] #rstats,#tensorflow [28] #serverless,#datascientist [27] #datascience,#sql [26] #bigdata,#analytics [25] #machinelearning,#datascience [21] #python,#developer [21] #coding,#json [21] hmu,help [21] #tensorflow,#javascript Top Word Pairs in Tweet in G6:
[215] #bigdata,#analytics [178] #python,#rstats [155] #iot,#iiot [142] #analytics,#datascience [130] #rstats,#tensorflow [129] #ai,#machinelearning [127] #datascience,#ai [114] #coding,#100daysofcode [110] #machinelearning,#iot [104] #programming,#coding Top Word Pairs in Tweet in G7:
[41] face,recognition [24] called,advanced [24] intel,ai [24] matrix,extensions [24] engine,called [24] take,advantage [24] oneapi,libraries [24] learn,take [24] ai,acceleration [24] acceleration,engine Top Word Pairs in Tweet in G8:
[165] #bigdata,#analytics [133] #python,#rstats [113] #cybersecurity,#bigdata [113] #analytics,#ai [108] #ai,#iiot [101] #iiot,#python [95] #rstats,#tensorflow [95] #machinelearning,#datascience [81] #datascience,#sql [79] #sql,#cybersecurity Top Word Pairs in Tweet in G9:
[82] #bigdata,#analytics [64] #datascience,#ai [55] #analytics,#datascience [42] #python,#rstats [36] ingliguori,#bigdata [32] python,projects [32] explained,ingliguori [30] #deeplearning,simple [30] simple,explained [28] #analytics,#ai Top Word Pairs in Tweet in G10:
[159] #analyics,#machinelearning [147] #machinelearning,#ai [115] #iot,#ml [75] #bigdata,#analytics [70] #ai,#python [67] #coding,#100daysofcode [67] #python,#rstats [66] #serverless,#flutter [66] #programming,#coding [65] #flutter,#javascript Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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: