The graph represents a network of 1,475 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 Thursday, 22 April 2021 at 10:49 UTC.
The requested start date was Wednesday, 21 April 2021 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, 9-hour, 47-minute period from Sunday, 18 April 2021 at 14:00 UTC to Tuesday, 20 April 2021 at 23:47 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 : 1475
Unique Edges : 874
Edges With Duplicates : 13989
Total Edges : 14863
Number of Edge Types : 5
Retweet : 6556
MentionsInRetweet : 7033
Tweet : 962
Replies to : 75
Mentions : 237
Self-Loops : 1033
Reciprocated Vertex Pair Ratio : 0.00493827160493827
Reciprocated Edge Ratio : 0.00982800982800983
Connected Components : 204
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 1130
Maximum Edges in a Connected Component : 14285
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.627866
Graph Density : 0.00149759676195295
Modularity : 0.16224
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,475 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 Thursday, 22 April 2021 at 10:49 UTC.
The requested start date was Wednesday, 21 April 2021 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, 9-hour, 47-minute period from Sunday, 18 April 2021 at 14:00 UTC to Tuesday, 20 April 2021 at 23:47 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:
[3917] #bigdata,#analytics [3563] #iot,#iiot [3048] #analytics,#datascience [2047] #datascience,#ai [1910] #ai,#machinelearning [1786] #machinelearning,#iot [1736] #iiot,#pytorch [1464] #datascience,#iot [1447] #python,#rstats [1322] machine,learning Top Word Pairs in Tweet in G1:
[2632] #bigdata,#analytics [2412] #iot,#iiot [2026] #analytics,#datascience [1385] #datascience,#ai [1282] #ai,#machinelearning [1218] #machinelearning,#iot [1151] #iiot,#pytorch [990] #python,#rstats [944] #datascience,#iot [710] machine,learning Top Word Pairs in Tweet in G2:
[443] #bigdata,#analytics [423] #analytics,#datascience [407] #iot,#iiot [254] #datascience,#ai [248] #ai,#machinelearning [229] #machinelearning,#iot [190] #iiot,#pytorch [175] #python,#rstats [175] #datascience,#iot [154] #pytorch,#python Top Word Pairs in Tweet in G3:
[371] #bigdata,#analytics [329] #iot,#iiot [291] #analytics,#datascience [257] machine,learning [207] #datascience,#ai [191] #iiot,#pytorch [179] deep,learning [167] #ai,#machinelearning [157] #machinelearning,#iot [140] #python,#rstats Top Word Pairs in Tweet in G4:
[17] tensorflow,keras [12] deep,learning [7] machine,learning [6] learning,tensorflow [6] tensorflow,js [5] neural,networks [5] #deeplearning,#learning [5] using,tensorflow [4] tensorflow,works [4] tensor,flow Top Word Pairs in Tweet in G5:
[25] machine,learning [24] transfer,learning [19] tensorflow,lite [19] neat,tutorial [19] tutorial,tensorflow [19] tensorflow,showing [19] showing,use [19] use,transfer [19] learning,audio [19] audio,classification Top Word Pairs in Tweet in G6:
[103] machine,learning [95] numpy,pandas [93] pandas,matplotlib [90] backbone,end [90] end,end [90] end,machine [90] learning,setup [90] setup,48 [90] 48,field [90] field,notes Top Word Pairs in Tweet in G7:
[272] #bigdata,#analytics [258] #iot,#iiot [159] #analytics,#datascience [141] #datascience,#iot [130] #iiot,#pytorch [116] #python,#bigdata [114] #analytics,#ai [104] #datascience,#ai [95] #ai,#machinelearning [94] #ai,#datascience Top Word Pairs in Tweet in G8:
[148] #bigdata,#analytics [114] #iot,#iiot [107] #analytics,#datascience [84] #ai,#machinelearning [67] #datascience,#ai [66] #machinelearning,#iot [54] #iiot,#pytorch [53] #datascience,#iot [50] #analytics,#bigdata [46] data,scientist Top Word Pairs in Tweet in G9:
[13] hey,everyone [13] everyone,started [13] started,huggingface [13] huggingface,taking [13] taking,blame [13] blame,everything [13] everything,tensorflow [13] tensorflow,related [12] carrigmat,hey [2] carrigmat,huggingface 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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