The graph represents a network of 2,039 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 Wednesday, 28 October 2020 at 10:54 UTC.
The requested start date was Wednesday, 28 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 5-hour, 25-minute period from Saturday, 24 October 2020 at 18:33 UTC to Tuesday, 27 October 2020 at 23:58 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 : 2039
Unique Edges : 1199
Edges With Duplicates : 13722
Total Edges : 14921
Number of Edge Types : 5
Replies to : 146
Mentions : 431
Retweet : 6253
MentionsInRetweet : 6787
Tweet : 1304
Self-Loops : 1398
Reciprocated Vertex Pair Ratio : 0.00930487137383689
Reciprocated Edge Ratio : 0.0184381778741865
Connected Components : 342
Single-Vertex Connected Components : 225
Maximum Vertices in a Connected Component : 1498
Maximum Edges in a Connected Component : 14156
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.666332
Graph Density : 0.000887502340282066
Modularity : 0.197182
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,039 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 Wednesday, 28 October 2020 at 10:54 UTC.
The requested start date was Wednesday, 28 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 5-hour, 25-minute period from Saturday, 24 October 2020 at 18:33 UTC to Tuesday, 27 October 2020 at 23:58 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 : GraphServerTwitterSearch
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:
[3881] #bigdata,#analytics [3545] #iot,#iiot [3497] #analytics,#datascience [2708] #datascience,#ai [2284] #python,#rstats [1713] #ai,#machinelearning [1585] #machinelearning,#iot [1445] #iiot,#python [1363] #iiot,#pytorch [1233] #pytorch,#python Top Word Pairs in Tweet in G1:
[1014] #bigdata,#analytics [965] #iot,#iiot [948] #analytics,#datascience [786] #python,#rstats [654] #datascience,#ai [437] #iiot,#pytorch [429] #iiot,#python [429] #pytorch,#python [396] #ai,#machinelearning [387] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[2448] #bigdata,#analytics [2194] #iot,#iiot [2173] #analytics,#datascience [1764] #datascience,#ai [1240] #python,#rstats [1131] #ai,#machinelearning [1030] #machinelearning,#iot [873] #iiot,#python [769] #iiot,#pytorch [649] #pytorch,#python Top Word Pairs in Tweet in G3:
[153] cat,score [100] cat,recognition [100] recognition,tensorflow [100] tensorflow,10 [89] tabby,tabby [89] tabby,cat [87] 10,tabby [31] tiger,cat [26] egyptian,cat [16] tensorflow,js Top Word Pairs in Tweet in G4:
[18] alexkontorovich,tensorflow [16] ml,infra [16] pytorch,tensorflow [15] building,ml [15] infra,#insidetensorflow [15] #insidetensorflow,software [15] software,engineer [15] engineer,mingsheng [15] mingsheng,hong [15] hong,shares Top Word Pairs in Tweet in G5:
[114] #featured,#courses [114] #courses,#data [114] #data,#science [114] #science,course [114] course,2020 [114] 2020,complete [114] complete,#datascience [114] #datascience,bootcamp [114] bootcamp,demand [114] demand,skills Top Word Pairs in Tweet in G6:
[58] #bigdata,#analytics [51] #analytics,#datascience [49] #iot,#iiot [42] #datascience,#ai [38] machine,learning [35] bylilyv,#featured [35] #featured,#courses [35] #courses,#data [35] #data,#science [35] #science,course Top Word Pairs in Tweet in G7:
[48] #iot,#iiot [45] #bigdata,#analytics [37] data,science [36] #analytics,#datascience [36] bylilyv,#featured [36] #featured,#courses [36] #courses,#data [36] #data,#science [36] #science,course [36] course,2020 Top Word Pairs in Tweet in G8:
[95] machine,learning [36] deep,learning [34] scikit,learn [29] #iot,#iiot [28] learn,tensorflow [26] #bigdata,#analytics [24] #machinelearning,#ad [23] learning,python [22] #python,#rstats [21] tensorflow,#machinelearning Top Word Pairs in Tweet in G9:
[54] #bigdata,#analytics [50] #analytics,#datascience [49] #iot,#iiot [39] #datascience,#ai [39] #python,#rstats [27] #datascience,#iot [26] #machinelearning,#iot [25] #ai,#machinelearning [23] #iiot,#python [20] #pytorch,#python Top Word Pairs in Tweet in G10:
[47] targeted,adversarial [47] adversarial,attacks [45] tutorial,targeted [45] attacks,#keras [45] #keras,#tensorflow [44] #tensorflow,#deeplearning [44] #deeplearning,fool [44] fool,cnns [44] cnns,control [44] control,output Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
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: