The graph represents a network of 2,182 Twitter users whose tweets in the requested range contained "predictive analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 07 November 2021 at 05:00 UTC.
The requested start date was Sunday, 07 November 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 13-day, 23-hour, 18-minute period from Sunday, 24 October 2021 at 00:12 UTC to Saturday, 06 November 2021 at 23:31 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 : 2182
Unique Edges : 1463
Edges With Duplicates : 2536
Total Edges : 3999
Number of Edge Types : 5
Replies to : 145
Mentions : 766
Tweet : 830
Retweet : 1012
MentionsInRetweet : 1246
Self-Loops : 864
Reciprocated Vertex Pair Ratio : 0.0222929936305732
Reciprocated Edge Ratio : 0.043613707165109
Connected Components : 688
Single-Vertex Connected Components : 426
Maximum Vertices in a Connected Component : 710
Maximum Edges in a Connected Component : 2020
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.193851
Graph Density : 0.000404711803589958
Modularity : 0.520576
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,182 Twitter users whose tweets in the requested range contained "predictive analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 07 November 2021 at 05:00 UTC.
The requested start date was Sunday, 07 November 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 13-day, 23-hour, 18-minute period from Sunday, 24 October 2021 at 00:12 UTC to Saturday, 06 November 2021 at 23:31 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 : predictive analytics
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:
[1190] predictive,analytics [174] machine,learning [101] data,analytics [97] predictive,maintenance [91] analytics,help [85] more,predictive [74] predictive,#analytics [74] ai,driven [72] external,factors [71] businesses,need Top Word Pairs in Tweet in G1:
[363] predictive,analytics [36] predictive,maintenance [35] know,predictive [33] data,analytics [33] things,know [33] analytics,networking [26] learn,more [26] analytics,changing [25] maintenance,proving [25] proving,successful Top Word Pairs in Tweet in G2:
[182] predictive,analytics [73] analytics,help [71] businesses,need [71] need,plan [71] plan,better [71] better,more [71] more,predictive [71] predictive,more [71] more,agile [71] agile,response Top Word Pairs in Tweet in G3:
[35] predictive,analytics [35] predictive,#analytics [19] #ai,#iot [14] #data,scientists [13] guide,predictive [13] #analytics,#retail [13] #retail,keara [13] keara,dowd [13] dowd,biztechmagazine [13] biztechmagazine,go Top Word Pairs in Tweet in G4:
[44] esri,academy [44] academy,hosting [44] hosting,free [44] free,training [44] training,spatial [44] spatial,data [44] love,data [44] data,expand [41] teneikaask_you,esri [39] data,science Top Word Pairs in Tweet in G5:
[5] bebert701,chrisjohnsonmd [4] andylumm,alex_on_a14 [4] alex_on_a14,bloody_scandal [4] bloody_scandal,mdrisette [4] mdrisette,jsaholmes [4] jsaholmes,barryjohnreid21 [4] barryjohnreid21,temple_surly [4] temple_surly,bebert701 [4] kayvonpaul,andylumm [2] chrisjohnsonmd,adreyzen Top Word Pairs in Tweet in G7:
[46] predictive,analytics [17] based,predictive [17] analytics,returns [15] stocks,based [15] predictive,#cybersecurity [15] #cybersecurity,diagnosis [15] diagnosis,#healthcare [15] #healthcare,#health [15] #health,#artificialintelligence [15] #artificialintelligence,#nlp Top Word Pairs in Tweet in G8:
[45] population,wide [45] wide,enrollment [45] enrollment,mysj [45] mysj,used [45] used,deliver [45] deliver,enhanced [45] enhanced,primary [45] primary,health [45] health,care [44] khairykj,population Top Word Pairs in Tweet in G9:
[30] predictive,analytics [29] machine,learning [13] predictive,prescriptive [12] globallogicâ,svp [12] svp,engineering [12] engineering,padmanabhan [12] padmanabhan,predictive [12] prescriptive,analytics [12] analytics,dwell [12] dwell,realm Top Word Pairs in Tweet in G10:
[54] predictive,analytics [10] gt,gt [9] article,predictive [9] analytics,types [9] types,re [9] re,used [9] used,hope [9] hope,helps [8] machine,learning [7] critical,role Top Replied-To in Entire Graph:
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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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Top Tweeters in G10: