The graph represents a network of 2,098 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, 01 August 2021 at 05:05 UTC.
The requested start date was Sunday, 01 August 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, 22-hour, 39-minute period from Sunday, 18 July 2021 at 00:44 UTC to Saturday, 31 July 2021 at 23:23 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 : 2098
Unique Edges : 1415
Edges With Duplicates : 2447
Total Edges : 3862
Number of Edge Types : 5
Retweet : 989
MentionsInRetweet : 1224
Tweet : 921
Mentions : 636
Replies to : 92
Self-Loops : 935
Reciprocated Vertex Pair Ratio : 0.0354691075514874
Reciprocated Edge Ratio : 0.0685082872928177
Connected Components : 710
Single-Vertex Connected Components : 434
Maximum Vertices in a Connected Component : 603
Maximum Edges in a Connected Component : 1760
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.772076
Graph Density : 0.000411409826466881
Modularity : 0.510118
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,098 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, 01 August 2021 at 05:05 UTC.
The requested start date was Sunday, 01 August 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, 22-hour, 39-minute period from Sunday, 18 July 2021 at 00:44 UTC to Saturday, 31 July 2021 at 23:23 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:
[1260] predictive,analytics [190] machine,learning [125] data,analytics [101] predictive,#analytics [100] big,data [88] learning,predictive [80] #bigdata,#ai [78] artificial,intelligence [70] analytics,#machinelearning [67] learn,more Top Word Pairs in Tweet in G1:
[369] predictive,analytics [42] machine,learning [29] big,data [28] analytics,contact [27] solution,predictive [25] analytics,start [24] microsoft,proven [24] proven,#azuremachinelearning [24] #azuremachinelearning,solution [24] learn,predictive Top Word Pairs in Tweet in G2:
[111] predictive,analytics [44] machine,learning [36] predictive,#analytics [31] big,data [27] ipfconline1,predictive [25] learning,predictive [23] #bigdata,#ai [21] severity,determined [17] determined,machine [16] #covid19,severity Top Word Pairs in Tweet in G3:
[68] predictive,analytics [15] #ai,powered [14] using,predictive [13] developed,during [13] expanding,digital [13] digital,strategy [13] strategy,umass [13] umass,memorial [13] covid,19 [13] #beststocks,today Top Word Pairs in Tweet in G4:
[42] predictive,analytics [18] predictive,maintenance [18] machine,learning [15] #predictive,#analytics [11] data,analytics [10] intel,proves [10] proves,iot [10] iot,success [10] success,using [10] using,big Top Word Pairs in Tweet in G5:
[67] artificial,intelligence [47] intelligence,predictive [46] predictive,analytics [32] research,action [26] #microfocus,operations [26] operations,bridge [26] bridge,optic [26] optic,platform [26] platform,earns [26] earns,global Top Word Pairs in Tweet in G6:
[32] predictive,analytics [19] machine,learning [15] learning,models [13] colleges,universities [12] re,excited [12] excited,release [12] release,wp [12] wp,accompanying [12] accompanying,educationnext [12] educationnext,article Top Word Pairs in Tweet in G7:
[47] supporting,maharashtra [47] maharashtra,developing [47] developing,data [47] data,analytics [47] analytics,predictive [47] predictive,modeling [47] modeling,dashboard [46] usaid_nishtha,supporting [44] know,usaid_nishtha [43] usaid_nishtha,know Top Word Pairs in Tweet in G8:
[57] predictive,analytics [11] #dataanalytics,#bigdata [10] #data,#technology [10] #technology,#datascience [10] #datascience,#tech [10] #tech,#business [10] #business,#dataanalytics [10] #bigdata,#machinelearning [10] #machinelearning,#ai [8] dash,apps Top Word Pairs in Tweet in G9:
[17] predictive,#analytics [14] predictive,data [14] data,analytics [13] fundamentals,machine [13] machine,learning [13] learning,predictive [13] algorithms,worked [13] worked,examples [13] examples,case [13] always,remember Top Word Pairs in Tweet in G10:
[29] googleanalytics,predictive [19] predictive,metrics [18] metrics,available [18] segment,builder [17] available,audience [17] audience,builder [17] builder,segment [17] builder,metric [17] metric,pickers [17] pickers,see Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: