The graph represents a network of 1,645 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, 05 October 2022 at 10:33 UTC.
The requested start date was Wednesday, 05 October 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, 40-minute period from Sunday, 02 October 2022 at 13:11 UTC to Tuesday, 04 October 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 : 1645
Unique Edges : 1282
Edges With Duplicates : 15662
Total Edges : 16944
Number of Edge Types : 5
Retweet : 6717
MentionsInRetweet : 8373
Mentions : 693
Tweet : 1059
Replies to : 102
Self-Loops : 1242
Reciprocated Vertex Pair Ratio : 0.00909494232475599
Reciprocated Edge Ratio : 0.0180259397669818
Connected Components : 105
Single-Vertex Connected Components : 57
Maximum Vertices in a Connected Component : 1427
Maximum Edges in a Connected Component : 16646
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.843786
Graph Density : 0.00168208609736797
Modularity : 0.183427
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,645 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, 05 October 2022 at 10:33 UTC.
The requested start date was Wednesday, 05 October 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, 40-minute period from Sunday, 02 October 2022 at 13:11 UTC to Tuesday, 04 October 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:
[2600] #bigdata,#analytics [1650] #iot,#iiot [1368] #analytics,#datascience [1297] #datascience,#ai [1272] #python,#rstats [1168] #cybersecurity,#bigdata [1091] #machinelearning,#datascience [1055] #javascript,#reactjs [1018] #datascience,#sql [1006] #sql,#cybersecurity Top Word Pairs in Tweet in G1:
[724] #bigdata,#analytics [475] #python,#rstats [342] #cybersecurity,#bigdata [337] #analytics,#ai [332] #analytics,#datascience [304] #datascience,#ai [294] #machinelearning,#datascience [263] #rstats,#tensorflow [259] #datascience,#sql [258] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[1484] #bigdata,#analytics [771] #analytics,#datascience [771] #cybersecurity,#bigdata [751] #machinelearning,#datascience [745] #iot,#iiot [736] #datascience,#ai [708] #datascience,#sql [708] #sql,#cybersecurity [548] #analytics,#ai [525] #ai,#iot Top Word Pairs in Tweet in G3:
[230] #bigdata,#analytics [223] #python,#rstats [220] #analytics,#datascience [220] #datascience,#ai [217] #ai,#machinelearning [214] #pytorch,#python [209] #machinelearning,#pytorch [187] #rstats,#tensorflow [135] data,science [131] science,roadmap Top Word Pairs in Tweet in G4:
[15] tensorflow,js [15] learn,more [12] hi,decide [12] decide,many [12] many,layers [12] layers,define [12] define,many [12] many,filters [12] filters,each [12] each,convolutional Top Word Pairs in Tweet in G5:
[622] #iot,#iiot [428] #javascript,#reactjs [348] #reactjs,#wordpress [316] #wordpress,#security [289] #security,#defi [288] #ai,#iot [262] #iiot,#pytorch [254] #python,#iot [253] #pytorch,#javascript [223] #azure,#pytorch Top Word Pairs in Tweet in G6:
[47] #bigdata,#analytics [45] #5g,#100daysofcode [45] #100daysofcode,#ai [45] #ai,#analytics [45] #analytics,#bigdata [45] #bigdata,#cloud [39] #cloud,#coding [37] #coding,#cybersecurity [37] perfect,way [37] way,learn Top Word Pairs in Tweet in G7:
[5] machine,learning [4] tensorflow,lite [3] list,physical [3] physical,devices [3] devices,tensorflow [3] tensorflow,#artificialintelligence [3] ishlab,chiqarish [3] path,tensorflow [3] tensorflow,certification [3] certification,time Top Word Pairs in Tweet in G8:
[16] #ai,#saas [16] #saas,#datasecurity [15] #ai,#machinelearning [14] digital,payment [14] payment,battle [14] battle,begun [14] begun,#ai [14] #machinelearning,#fintech [14] #fintech,#blockchain [14] #blockchain,#python Top Word Pairs in Tweet in G10:
[87] #psg,#quebec [87] #quebec,#annecy_live [87] #annecy_live,#robloxdev [87] #robloxdev,#scicomm [79] #dals12,#psg [50] adamm55563945,#worksmarter [50] #worksmarter,#notharder [50] #notharder,click [50] click,#dals12 [50] #scicomm,#progra Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: