The graph represents a network of 1,603 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, 23 March 2022 at 10:51 UTC.
The requested start date was Wednesday, 23 March 2022 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, 25-minute period from Sunday, 20 March 2022 at 18:32 UTC to Tuesday, 22 March 2022 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 : 1603
Unique Edges : 2017
Edges With Duplicates : 15048
Total Edges : 17065
Number of Edge Types : 5
Mentions : 1366
Retweet : 5884
MentionsInRetweet : 8578
Replies to : 132
Tweet : 1105
Self-Loops : 1347
Reciprocated Vertex Pair Ratio : 0.0133772381148384
Reciprocated Edge Ratio : 0.0264012997562957
Connected Components : 136
Single-Vertex Connected Components : 99
Maximum Vertices in a Connected Component : 1344
Maximum Edges in a Connected Component : 16732
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.471796
Graph Density : 0.0019174410028637
Modularity : 0.192391
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,603 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, 23 March 2022 at 10:51 UTC.
The requested start date was Wednesday, 23 March 2022 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, 25-minute period from Sunday, 20 March 2022 at 18:32 UTC to Tuesday, 22 March 2022 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:
[1624] #bigdata,#analytics [1588] #iot,#iiot [1474] #pytorch,#python [1130] #machinelearning,#datascience [1083] #datascience,#pytorch [1026] #vaadivaasal,stimulate [1026] stimulate,bot [1026] bot,#etharkkumthunindhavan [1026] #etharkkumthunindhavan,suriya_offl [1026] suriya_offl,#machinelearning Top Word Pairs in Tweet in G1:
[502] #iot,#iiot [478] #bigdata,#analytics [460] #pytorch,#python [389] #machinelearning,#datascience [369] #datascience,#pytorch [346] #vaadivaasal,stimulate [346] stimulate,bot [346] bot,#etharkkumthunindhavan [346] #etharkkumthunindhavan,suriya_offl [346] suriya_offl,#machinelearning Top Word Pairs in Tweet in G2:
[849] #pytorch,#python [734] #machinelearning,#datascience [700] #datascience,#pytorch [680] #vaadivaasal,stimulate [680] stimulate,bot [680] bot,#etharkkumthunindhavan [680] #etharkkumthunindhavan,suriya_offl [680] suriya_offl,#machinelearning [654] #bigdata,#analytics [443] #tensorflow,#javascript Top Word Pairs in Tweet in G3:
[128] #bigdata,#analytics [105] #iot,#iiot [88] #python,#rstats [83] #analytics,#datascience [77] #ai,#iot [76] #datascience,#ai [73] #pytorch,#python [65] #iiot,#pytorch [56] #ai,#machinelearning [54] #rstats,#reactjs Top Word Pairs in Tweet in G4:
[245] #bigdata,#analytics [205] #analytics,#datascience [180] #datascience,#ai [174] #iot,#iiot [172] #ai,#machinelearning [166] #machinelearning,#iot [102] #python,#rstats [68] #iiot,#pytorch [66] #pytorch,#python [58] #iiot,#python Top Word Pairs in Tweet in G5:
[27] open,source [27] source,frameworks [27] frameworks,reinforcement [27] reinforcement,learning [27] learning,tensorflow [27] tensorflow,tf [27] tf,agents [27] agents,deepmind [27] deepmind,bsuite [27] bsuite,openai Top Word Pairs in Tweet in G6:
[20] deep,learning [7] machine,learning [5] tensorflow,google [5] google,cloud [5] cloud,ml [5] ml,engine [5] engine,deep [4] vs,tensorflow [4] learning,tensorflow [4] computer,vision Top Word Pairs in Tweet in G7:
[361] #iot,#iiot [269] #javascript,#reactjs [242] #iiot,#pytorch [235] #reactjs,#wordpress [227] #python,#iot [224] #wordpress,#security [219] #security,#defi [142] #defi,#ad [97] #pytorch,#css [97] #pytorch,#javascript Top Word Pairs in Tweet in G8:
[37] deep,learning [21] machine,learning [14] assassins,creed [14] creed,iii [14] iii,remastered [14] remastered,hd [14] hd,spanish [14] promo_yt,snrtg [14] snrtg,#ourblogginglife [14] #ourblogginglife,#twitchde Top Word Pairs in Tweet in G9:
[40] speed,#gains [40] #gains,need [40] need,eth [39] eth,wallet [33] wallet,0x29fa329f9745220c9c6a5d15c391fc153b43b77f [25] 0x29fa329f9745220c9c6a5d15c391fc153b43b77f,follow [3] wallet,0xc0dc2451c9a864c5f36394bdf8531f1c92405b8b [3] 0xc0dc2451c9a864c5f36394bdf8531f1c92405b8b,follow [3] follow,lik [3] 0x29fa329f9745220c9c6a5d15c391fc153b43b77f,fol Top Word Pairs in Tweet in G10:
[37] #iot,#iiot [33] #machinelearning,#ai [28] #ai,#python [27] #ai,#datasecurity [27] #datasecurity,#datascientist [27] #datascientist,#dataanalytics [27] #rstats,#reactjs [24] #python,#iot [24] #iiot,#tensorflow [22] #reactjs,#iiot Top Replied-To in Entire Graph:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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