The graph represents a network of 1,678 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, 01 June 2022 at 10:33 UTC.
The requested start date was Wednesday, 01 June 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, 4-hour, 31-minute period from Sunday, 29 May 2022 at 14:20 UTC to Tuesday, 31 May 2022 at 18:51 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 : 1678
Unique Edges : 1430
Edges With Duplicates : 15033
Total Edges : 16463
Number of Edge Types : 5
Retweet : 6600
MentionsInRetweet : 7912
Tweet : 1101
Mentions : 759
Replies to : 91
Self-Loops : 1312
Reciprocated Vertex Pair Ratio : 0.0116801437556155
Reciprocated Edge Ratio : 0.0230905861456483
Connected Components : 115
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 1485
Maximum Edges in a Connected Component : 16135
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.751618
Graph Density : 0.00160056517292429
Modularity : 0.193616
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,678 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, 01 June 2022 at 10:33 UTC.
The requested start date was Wednesday, 01 June 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, 4-hour, 31-minute period from Sunday, 29 May 2022 at 14:20 UTC to Tuesday, 31 May 2022 at 18:51 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:
[2388] #bigdata,#analytics [1846] #analytics,#datascience [1484] #iot,#iiot [1432] #datascience,#ai [1239] #python,#rstats [1200] #ai,#machinelearning [1009] #ai,#python [892] #machinelearning,#iot [871] #machinelearning,#ai [814] #iiot,#python Top Word Pairs in Tweet in G1:
[625] #bigdata,#analytics [361] #analytics,#datascience [321] #iot,#iiot [276] #tech,#ai [272] #datascience,#ai [263] #datascience,#bigdata [258] #ai,#machinelearning [244] #python,#rstats [242] #innovation,#digital [213] #analytics,#innovation Top Word Pairs in Tweet in G2:
[874] #bigdata,#analytics [740] #ai,#python [706] #machinelearning,#ai [684] #analytics,#datascience [683] #iot,#iiot [592] #javascript,#tensorflow [580] #100daysofmlcode,#serverless [578] #python,#100daysofmlcode [577] #serverless,#javascript [571] #tensorflow,#flutter Top Word Pairs in Tweet in G3:
[727] #bigdata,#analytics [591] #analytics,#datascience [488] #datascience,#ai [440] #python,#rstats [383] #iot,#iiot [349] #iiot,#python [337] #ai,#machinelearning [282] #machinelearning,#iot [229] #ai,#iiot [217] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[57] numpy,pandas [52] machine,learning [52] data,scientist [51] junior,data [51] scientist,frequently [51] frequently,use [51] use,following [51] following,tools [51] tools,googlecolab [51] googlecolab,code Top Word Pairs in Tweet in G5:
[122] machine,learning [120] become,machine [120] learning,engineer [120] engineer,python [120] python,numpy [120] numpy,pandas [120] pandas,matplotlib [120] matplotlib,tensorflow [120] tensorflow,pytorch [120] pytorch,jupyter Top Word Pairs in Tweet in G6:
[80] machine,learning [77] deep,learning [61] #bigdata,#analytics [54] #analytics,#datascience [54] learning,python [48] #datascience,#ai [39] data,science [38] #iot,#iiot [35] #featured,#courses [35] #courses,machine Top Word Pairs in Tweet in G7:
[11] tensorflow,keras [8] neural,networks [6] networks,tensorflow [5] keras,tensorflow [4] tensorflow,pytorch [4] #bigdata,#analytics [4] #datascience,#ai [3] pytorch,tensorflow [3] #analytics,#datascience [3] #python,#rstats Top Word Pairs in Tweet in G8:
[38] object,detection [25] #bigdata,#analytics [20] #ai,#machinelearning [19] popular,object [19] detection,tools [19] tools,updated [19] updated,tensorflow [19] tensorflow,object [19] detection,api [19] api,openmmlab Top Word Pairs in Tweet in G9:
[81] #btc,#ethereum [77] #datascience,#ai [76] #analytics,#datascience [70] #ai,#machinelearning [63] #machinelearning,#iiot [62] #ethereum,#eth [57] #tensorflow,blazedrts [50] #eth,#analytics [50] #iiot,#tensorflow [33] blazedrts,sme_rt Top Word Pairs in Tweet in G10:
[11] agile_rts,#python [11] #python,#datascience [11] #datascience,shoutgamers [11] shoutgamers,#info [11] #info,smallstreamersc [6] pub,demo [6] demo,04 [6] 04,special [6] special,playstation [6] playstation,europe Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: