The graph represents a network of 2,162 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, 04 April 2021 at 04:57 UTC.
The requested start date was Sunday, 04 April 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, 55-minute period from Sunday, 21 March 2021 at 00:06 UTC to Sunday, 04 April 2021 at 00:01 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 : 2162
Unique Edges : 1366
Edges With Duplicates : 4125
Total Edges : 5491
Number of Edge Types : 5
Replies to : 104
Mentions : 585
Retweet : 1790
MentionsInRetweet : 2111
Tweet : 901
Self-Loops : 928
Reciprocated Vertex Pair Ratio : 0.0222828558435653
Reciprocated Edge Ratio : 0.0435943060498221
Connected Components : 661
Single-Vertex Connected Components : 380
Maximum Vertices in a Connected Component : 808
Maximum Edges in a Connected Component : 3575
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.226918
Graph Density : 0.000481155938615803
Modularity : 0.419688
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,162 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, 04 April 2021 at 04:57 UTC.
The requested start date was Sunday, 04 April 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, 55-minute period from Sunday, 21 March 2021 at 00:06 UTC to Sunday, 04 April 2021 at 00:01 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:
[1529] predictive,analytics [452] machine,learning [296] #bigdata,#analytics [270] artificial,intelligence [268] #iot,#iiot [224] #analytics,#datascience [194] analytics,machine [194] #predictiveanalytics,#bigdata [190] #python,#rstats [187] #iiot,#python Top Word Pairs in Tweet in G1:
[274] predictive,analytics [24] predictive,#analytics [22] learn,more [18] machine,learning [17] analytics,work [16] predict,resolve [16] resolve,issue [16] issue,before [16] before,employee [16] employee,aware Top Word Pairs in Tweet in G2:
[515] predictive,analytics [363] machine,learning [284] #bigdata,#analytics [257] #iot,#iiot [230] artificial,intelligence [219] #analytics,#datascience [192] #predictiveanalytics,#bigdata [188] #python,#rstats [185] #iiot,#python [170] analytics,machine Top Word Pairs in Tweet in G3:
[61] predictive,analytics [60] councils,using [60] using,data [60] data,predictive [60] analytics,make [60] make,welfare [60] welfare,decisions [60] decisions,project [59] bigbrotherwatch,councils [26] life,touched Top Word Pairs in Tweet in G4:
[46] found,another [46] another,potential [46] potential,project [46] project,ready [46] ready,perform [46] perform,100x [39] best,way [39] way,earn [39] earn,#passiveincome [39] #passiveincome,crypto Top Word Pairs in Tweet in G5:
[36] survey,based [36] based,systems [35] predictive,analytics [24] systems,heading [24] heading,toward [24] toward,twilight [24] twilight,future [24] future,#customerexperience [24] #customerexperience,lies [24] lies,predictive Top Word Pairs in Tweet in G6:
[24] predictive,analytics [9] #google,cloud [9] cloud,#chronicle [9] #chronicle,deloitte [9] deloitte,launched [9] launched,security [9] security,product [9] product,predictive [9] analytics,cyber [8] chroniclesec,#google Top Word Pairs in Tweet in G7:
[35] predictive,analytics [31] child,welfare [28] welfare,using [28] using,predictive [28] analytics,expand [28] expand,modes [28] modes,surveillance [28] surveillance,social [28] social,control [27] upfromthecracks,child Top Word Pairs in Tweet in G8:
[15] predictive,maintenance [12] intel,proves [12] proves,iot [12] iot,success [12] success,using [12] using,big [12] big,data [12] data,analytics [12] analytics,bring [12] bring,cost Top Word Pairs in Tweet in G9:
[20] #predictive,#analytics [13] #ai,marketers [13] marketers,need [13] need,know [13] know,predictive [13] predictive,features [12] junaidfaridkhan,#ai [12] features,#artificialintelligenc [8] predictive,customer [8] customer,insight Top Word Pairs in Tweet in G10:
[29] predictive,analytics [13] machine,learning [6] human,resource [6] advantages,predictive [6] data,analytics [6] predictive,data [5] rightrelevance,thanks [5] analytics,help [4] artificial,intelligence [4] analytics,human Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: