The graph represents a network of 1,994 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, 21 October 2020 at 10:54 UTC.
The requested start date was Wednesday, 21 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 2-day, 5-hour, 26-minute period from Sunday, 18 October 2020 at 18:26 UTC to Tuesday, 20 October 2020 at 23:53 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 : 1994
Unique Edges : 1164
Edges With Duplicates : 14139
Total Edges : 15303
Number of Edge Types : 5
Retweet : 6612
MentionsInRetweet : 7247
Tweet : 940
Replies to : 126
Mentions : 378
Self-Loops : 1018
Reciprocated Vertex Pair Ratio : 0.0091960063058329
Reciprocated Edge Ratio : 0.0182244207237699
Connected Components : 238
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 1572
Maximum Edges in a Connected Component : 14708
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.671681
Graph Density : 0.000966522246116171
Modularity : 0.203103
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,994 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, 21 October 2020 at 10:54 UTC.
The requested start date was Wednesday, 21 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 2-day, 5-hour, 26-minute period from Sunday, 18 October 2020 at 18:26 UTC to Tuesday, 20 October 2020 at 23:53 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:
[4363] #bigdata,#analytics [3842] #analytics,#datascience [3434] #iot,#iiot [3041] #datascience,#ai [2232] #python,#rstats [2228] #ai,#machinelearning [1883] #machinelearning,#iot [1849] #iiot,#python [1406] #iiot,#pytorch [1224] #pytorch,#python Top Word Pairs in Tweet in G1:
[3428] #bigdata,#analytics [2990] #analytics,#datascience [2603] #iot,#iiot [2435] #datascience,#ai [1844] #ai,#machinelearning [1565] #python,#rstats [1540] #machinelearning,#iot [1436] #iiot,#python [1005] #iiot,#pytorch [850] #pytorch,#python Top Word Pairs in Tweet in G2:
[639] #bigdata,#analytics [615] #iot,#iiot [612] #analytics,#datascience [513] #python,#rstats [402] #datascience,#ai [307] #iiot,#python [296] #iiot,#pytorch [278] #pytorch,#python [264] #ai,#machinelearning [244] #machinelearning,#iot Top Word Pairs in Tweet in G3:
[51] tensorflow,lite [50] lite,micro [49] tf,coder [48] thanks,amazing [48] amazing,team [48] team,authors [48] authors,we've [48] we've,posted [48] posted,official [48] official,tensorflow Top Word Pairs in Tweet in G4:
[13] ヤフーの広告配信で機械学習の改善サイクルを高速化した話,tensorflow [13] tensorflow,serving導入 [11] things,open [10] tensorflow,serving [10] tensorflow,keras [9] deep,learning [8] machine,learning [8] open,blog [8] blog,tensorflow [8] serving,kubernetes Top Word Pairs in Tweet in G5:
[74] #bigdata,#datascience [72] #bigdata,#analytics [52] #datascience,#ai [47] 63,#machinelearning [47] #machinelearning,#algorithms [47] #algorithms,ingliguori [47] ingliguori,#bigdata [47] #datascience,#statistics [46] #statistics,#mathematics [44] ingliguori,63 Top Word Pairs in Tweet in G6:
[95] #keras,#tensorflow [92] pyimagesearch,tutorial [91] #tensorflow,#deeplearning [90] adversarial,images [90] images,attacks [88] tutorial,intro [88] intro,adversarial [88] attacks,#keras [88] #deeplearning,learn [87] learn,imag Top Word Pairs in Tweet in G7:
[95] machine,learning [86] 2020,complete [85] #featured,#courses [85] #courses,#data [85] #data,#science [85] #science,course [85] course,2020 [85] complete,#datascience [85] #datascience,bootcamp [85] bootcamp,demand Top Word Pairs in Tweet in G8:
[61] #bigdata,#analytics [52] #analytics,#datascience [41] #datascience,#ai [41] #iot,#iiot [34] 2020,complete [33] bylilyv,#featured [33] #featured,#courses [33] #courses,#data [33] #data,#science [33] #science,course Top Word Pairs in Tweet in G9:
[69] deep,learning [62] machine,learning [46] #bigdata,#analytics [44] #analytics,#datascience [40] #iot,#iiot [35] #datascience,#ai [27] #python,#rstats [26] #ai,#machinelearning [25] keras,tensorflow [25] #machinelearning,#ad Top Word Pairs in Tweet in G10:
[19] #bigdata,#analytics [13] #iot,#iiot [12] #datascience,#ai [11] #analytics,#datascience [9] lite,micro [9] #python,#rstats [8] 新商品,ハイエンド向けarduino [8] ハイエンド向けarduino,portenta [8] portenta,h7 [8] h7,組込み制御と演算 Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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