The graph represents a network of 1,578 Twitter users whose recent tweets contained "#TensorFlow", 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 Monday, 16 August 2021 at 05:03 UTC.
The tweets in the network were tweeted over the 2-day, 20-hour, 41-minute period from Friday, 13 August 2021 at 07:03 UTC to Monday, 16 August 2021 at 03:45 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 : 1578
Unique Edges : 4646
Edges With Duplicates : 19404
Total Edges : 24050
Number of Edge Types : 5
Retweet : 17176
Replies to : 169
MentionsInRetweet : 5419
Tweet : 925
Mentions : 361
Self-Loops : 1028
Reciprocated Vertex Pair Ratio : 0.00429243976737746
Reciprocated Edge Ratio : 0.00854818695712119
Connected Components : 14
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 1557
Maximum Edges in a Connected Component : 24027
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.247356
Graph Density : 0.00291460016572192
Modularity : 0.17539
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,578 Twitter users whose recent tweets contained "#TensorFlow", 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 Monday, 16 August 2021 at 05:03 UTC.
The tweets in the network were tweeted over the 2-day, 20-hour, 41-minute period from Friday, 13 August 2021 at 07:03 UTC to Monday, 16 August 2021 at 03:45 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
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:
[11760] #iot,#iiot [11368] #bigdata,#analytics [10480] #programming,#coding [10197] #javascript,#reactjs [9672] #coding,#100daysofcode [9105] #python,#rstats [8675] #analytics,#datascience [8620] #rstats,#tensorflow [7381] #linux,#programming [6861] #datascientist,#linux Top Word Pairs in Tweet in G1:
[2313] #iot,#iiot [2309] #bigdata,#analytics [2279] #programming,#coding [2263] #javascript,#reactjs [2122] #coding,#100daysofcode [2017] #rstats,#tensorflow [2007] #python,#rstats [1879] #analytics,#datascience [1631] #datascientist,#linux [1604] #linux,#programming Top Word Pairs in Tweet in G2:
[8591] #iot,#iiot [8300] #bigdata,#analytics [7569] #programming,#coding [7255] #javascript,#reactjs [6916] #coding,#100daysofcode [6677] #python,#rstats [6444] #analytics,#datascience [6249] #rstats,#tensorflow [5240] #linux,#programming [4894] #datascientist,#linux Top Word Pairs in Tweet in G3:
[344] #iot,#iiot [334] #bigdata,#analytics [298] #python,#rstats [261] #javascript,#reactjs [251] #coding,#100daysofcode [250] #rstats,#tensorflow [244] #programming,#coding [240] #analytics,#datascience [215] #cloudcomputing,#serverless [210] #serverless,#datascientist Top Word Pairs in Tweet in G4:
[163] #iot,#iiot [160] #bigdata,#analytics [160] #javascript,#reactjs [160] #programming,#coding [160] #coding,#100daysofcode [157] #linux,#programming [153] #cpp,#java [152] #datascience,#iot [152] #iiot,#azure [152] #reactjs,#serverless Top Word Pairs in Tweet in G5:
[120] #iot,#iiot [77] #linux,#serverless [75] #serverless,#flutter [74] #analytics,#machinelearning [70] #iiot,#linux [70] #tensorflow,#bigdata [68] #flutter,#ml [68] #ml,#tensorflow [67] #machinelearning,#ai [67] #ai,#python Top Word Pairs in Tweet in G6:
[168] #javascript,#reactjs [160] #bigdata,#analytics [159] #cpp,#java [153] #tensorflow,#javascript [151] #iot,#iiot [148] #rstats,#dotnet [144] #iiot,#azure [144] #linux,#programming [141] #analytics,#ai [140] #python,#bigdata Top Word Pairs in Tweet in G7:
[61] #iot,#iiot [43] #bigdata,#analytics [38] #javascript,#tensorflow [37] #serverless,#flutter [33] #python,#rstats [33] #programming,#coding [32] #datascience,#iot [31] #javascript,#reactjs [30] #analytics,#datascience [29] #coding,#100daysofcode Top Word Pairs in Tweet in G8:
[13] #database,#nerdlife [13] #nerdlife,#mathmemes [13] #mathmemes,#sciencememes [13] #sciencememes,#ai [13] #ai,#datascience [13] #datascience,#machinelearning [13] #machinelearning,#neuralnetworks [13] #neuralnetworks,#deeplearning [13] #deeplearning,#nvidiageforce [13] #nvidiageforce,#tensorflow Top Word Pairs in Tweet in G9:
[2] #tensorflow,powerful [2] powerful,open [2] open,ended [2] ended,api [2] api,building [2] building,ml [2] ml,models [2] models,shortcomings [2] shortcomings,check [2] check,top Top Word Pairs in Tweet in G10:
[12] tinyml,book [7] send,questions [7] #tinyml,#edgeimpulse [6] ask,pete [6] pete,warden [6] warden,technical [6] technical,lead [6] lead,tensorflow [6] tensorflow,lite [6] lite,micro Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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: