The graph represents a network of 1,415 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, 06 October 2021 at 10:52 UTC.
The requested start date was Wednesday, 06 October 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 1-day, 18-hour, 11-minute period from Monday, 04 October 2021 at 05:49 UTC to Wednesday, 06 October 2021 at 00:01 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 : 1415
Unique Edges : 835
Edges With Duplicates : 14485
Total Edges : 15320
Number of Edge Types : 5
Tweet : 850
Retweet : 6795
MentionsInRetweet : 7311
Mentions : 289
Replies to : 75
Self-Loops : 987
Reciprocated Vertex Pair Ratio : 0.00424853956452469
Reciprocated Edge Ratio : 0.00846113167636171
Connected Components : 150
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 1171
Maximum Edges in a Connected Component : 15003
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.640124
Graph Density : 0.00189023445504571
Modularity : 0.17266
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,415 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, 06 October 2021 at 10:52 UTC.
The requested start date was Wednesday, 06 October 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 1-day, 18-hour, 11-minute period from Monday, 04 October 2021 at 05:49 UTC to Wednesday, 06 October 2021 at 00:01 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:
[2512] #machinelearning,#bigdata [2165] #dataanalytics,#machinelearning [2066] #pytorch,#python [1837] #bigdata,#analytics [1717] #bigdata,#datascience [1617] #datascience,#pytorch [1519] #analytics,#datascience [1371] #iot,#iiot [1370] #python,#rstats [1171] #python,#tensorflow Top Word Pairs in Tweet in G1:
[514] #bigdata,#analytics [452] #analytics,#datascience [350] #python,#rstats [310] #iot,#iiot [287] #datascience,#ai [239] #rstats,#tensorflow [227] #ai,#machinelearning [188] #pytorch,#python [181] #datascience,#iot [175] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[2105] #machinelearning,#bigdata [1826] #dataanalytics,#machinelearning [1576] #pytorch,#python [1396] #bigdata,#datascience [1316] #datascience,#pytorch [1168] #bigdata,#analytics [961] #iot,#iiot [942] #analytics,#datascience [929] #python,#rstats [887] #python,#tensorflow Top Word Pairs in Tweet in G3:
[90] machine,learning [24] first,women [24] women,machine [24] learning,symposium [24] transformers,v4 [24] v4,11 [24] 11,alongside [24] alongside,#eleutherai's [24] #eleutherai's,gpt [24] gpt,many Top Word Pairs in Tweet in G4:
[166] #pytorch,#python [156] #machinelearning,#bigdata [151] #dataanalytics,#machinelearning [150] #bigdata,#datascience [149] #datascience,#pytorch [144] #python,#tensorflow [108] mikequindazzi,#dataanalytics [103] weather,forecast [103] forecast,mikequindazzi [103] #tensorflow,#jav Top Word Pairs in Tweet in G5:
[49] #bigdata,#analytics [48] #analytics,#bigdata [46] #bigdata,#ai [43] #datascience,#programming [39] #datascientists,#analytics [37] #machinelearning,#bigdata [36] #ai,#python [35] #analytics,#datascience [33] #programming,#datascientists [29] #iot,#iiot Top Word Pairs in Tweet in G6:
[13] computer,vision [9] ai,platform [9] vision,tensorflow [9] tensorflow,keras [7] machine,learning [6] add,highlights [5] deep,learning [5] regression,modelling [5] modelling,tensorflow [5] tensorflow,made Top Word Pairs in Tweet in G7:
[112] #artificialintelligence,#machinelearning [76] khulood_almani,top [69] #machinelearning,#python [39] #python,#datascience [38] #ai,#machinelearning [35] #datascience,#innovation [32] #machinelearning,#bigdata [28] top,#ai [28] 2021,co [28] #bigdata,#analytics Top Word Pairs in Tweet in G8:
[75] #machinelearning,#bigdata [74] #bigdata,#datascience [73] #pytorch,#python [72] #dataanalytics,#machinelearning [72] #python,#tensorflow [70] #datascience,#pytorch [54] #tensorflow,#javascript [29] compiler,try [29] try,read [29] read,code Top Word Pairs in Tweet in G9:
[30] re,encoded [30] encoded,part [30] part,capitol [30] capitol,bomber [30] bomber,video [30] video,fbiwfo [30] fbiwfo,frame [30] frame,frame [30] frame,using [30] using,smart Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: