The graph represents a network of 1,278 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, 25 December 2022 at 05:55 UTC.
The requested start date was Sunday, 25 December 2022 at 01:01 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, 11 December 2022 at 01:22 UTC to Sunday, 25 December 2022 at 00:41 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 : 1278
Unique Edges : 922
Edges With Duplicates : 1222
Total Edges : 2144
Number of Edge Types : 5
Retweet : 486
MentionsInRetweet : 646
Replies to : 75
Tweet : 615
Mentions : 322
Self-Loops : 644
Reciprocated Vertex Pair Ratio : 0.0299785867237687
Reciprocated Edge Ratio : 0.0582120582120582
Connected Components : 559
Single-Vertex Connected Components : 385
Maximum Vertices in a Connected Component : 271
Maximum Edges in a Connected Component : 848
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.360661
Graph Density : 0.000589458617186456
Modularity : 0.511956
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,278 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, 25 December 2022 at 05:55 UTC.
The requested start date was Sunday, 25 December 2022 at 01:01 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, 11 December 2022 at 01:22 UTC to Sunday, 25 December 2022 at 00:41 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:
[702] predictive,analytics [134] data,analytics [92] predictive,maintenance [88] machine,learning [75] predictive,data [63] excelhumor,predictive [60] developing,#machinelearning [60] #digitaltransformation,#cloud [60] model,predictive [60] #machinelearning,model Top Word Pairs in Tweet in G1:
[334] predictive,analytics [41] machine,learning [31] data,science [30] data,analytics [21] big,data [20] analytics,business [19] based,predictive [17] data,analysis [17] learning,predictive [16] analytics,ai Top Word Pairs in Tweet in G2:
[57] predictive,maintenance [55] model,predictive [55] #digitaltransformation,#cloud [55] #machinelearning,model [55] ingliguori,#digitaltransformation [55] developing,#machinelearning [45] kenovy_it,ingliguori [45] maintenance,kenovy_it [29] ingliguori,developing [28] predictive,analytics Top Word Pairs in Tweet in G3:
[64] predictive,data [64] data,analytics [63] excelhumor,predictive Top Word Pairs in Tweet in G4:
[27] machine,learning [22] predictive,analytics [5] analytics,machine [5] learning,tools [4] work,listen [4] systems,combat [4] jamesmaguire,a1 [4] voice,analytics [4] time,saving [4] #conversationalai,#machinelearning Top Word Pairs in Tweet in G5:
[11] #bigdata,analytics [11] guide,#predictiveanalytics [11] dzoneinc,inoxoft_inc [11] analytics,dzoneinc [11] complete,guide [11] #predictiveanalytics,#bigdata [11] inoxoft_inc,ipfconline1 [10] ieseg,complete [7] #predictiveanalytics,changing [7] smartdataco,#data Top Word Pairs in Tweet in G6:
[22] #bigdata,#analytics [22] #python,#rstats [22] #iiot,#pytorch [22] #analytics,#datascience [22] #iot,#iiot [22] #pytorch,#python [21] predictive,analytics [15] mining,#predictiveanalytics [15] analytics,data [15] data,mining Top Word Pairs in Tweet in G7:
[14] predictive,analytics [10] trends,#bigdata [10] himss,top [10] top,trends [10] making,big [10] #bigdata,healthcare [10] big,data [10] big,impact [10] data,making [10] healthcare,big Top Word Pairs in Tweet in G8:
[11] predictive,maintenance [7] analytics,bring [7] big,data [7] iot,success [7] intel,proves [7] success,using [7] using,big [7] maintenance,higher [7] cost,savings [7] proves,iot Top Word Pairs in Tweet in G9:
[20] covid,infections [20] according,london [20] infections,000 [20] million,covid [20] day,according [20] experiencing,million [20] london,based [20] 000,virus [20] virus,deaths [20] china,experiencing Top Word Pairs in Tweet in G10:
[9] predictive,analytics [8] data,analytics [7] machine,learning [4] fix,uses [4] stitch,fix [4] predictive,#analytics [4] challenges,predictive [4] #ai,#machinelearning [4] #datascience,address [4] analytics,machine Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: