The graph represents a network of 1,438 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, 06 March 2022 at 05:59 UTC.
The requested start date was Sunday, 06 March 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 12-day, 0-hour, 28-minute period from Sunday, 20 February 2022 at 01:43 UTC to Friday, 04 March 2022 at 02:12 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 : 1438
Unique Edges : 977
Edges With Duplicates : 1386
Total Edges : 2363
Number of Edge Types : 5
Mentions : 403
Replies to : 96
Tweet : 611
Retweet : 545
MentionsInRetweet : 708
Self-Loops : 624
Reciprocated Vertex Pair Ratio : 0.0217588395285585
Reciprocated Edge Ratio : 0.0425909494232476
Connected Components : 537
Single-Vertex Connected Components : 322
Maximum Vertices in a Connected Component : 308
Maximum Edges in a Connected Component : 796
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.498712
Graph Density : 0.000545391370330903
Modularity : 0.548167
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,438 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, 06 March 2022 at 05:59 UTC.
The requested start date was Sunday, 06 March 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 12-day, 0-hour, 28-minute period from Sunday, 20 February 2022 at 01:43 UTC to Friday, 04 March 2022 at 02:12 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:
[788] predictive,analytics [94] machine,learning [60] data,analytics [46] learn,more [40] operational,efficiency [39] based,predictive [39] predictive,maintenance [39] big,data [38] free,instructor [38] instructor,led Top Word Pairs in Tweet in G1:
[273] predictive,analytics [23] learn,more [22] read,more [20] white,paper [20] oil,gas [20] machine,learning [19] gas,operations [19] predictive,digital [19] digital,twin [19] more,white Top Word Pairs in Tweet in G3:
[16] predictive,analytics [10] predictive,maintenance [10] gt,gt [10] gt,co [9] artificial,intelligence [9] increasing,efficiency [9] efficiency,uptime [9] uptime,predictive [9] maintenance,inteliot [9] inteliot,fourdotone Top Word Pairs in Tweet in G4:
[30] predictive,analytics [12] worldwide,predictive [12] predictive,maintenance [12] maintenance,industry [12] industry,expected [12] expected,reach [12] reach,22 [12] 22,billion [12] billion,2026 [11] r_demidchuk,worldwide Top Word Pairs in Tweet in G5:
[37] operational,efficiency [34] enhance,passenger [20] iitdelhi,join [20] join,hands [20] hands,improve [20] improve,operational [19] passenger,experience [19] delhi,international [19] international,airport [19] airport,limited Top Word Pairs in Tweet in G6:
[37] free,instructor [37] instructor,led [37] led,online [37] online,course [37] course,predictive [31] join,free [28] predictive,business [28] east,african [23] business,analytics [22] apply,join Top Word Pairs in Tweet in G7:
[24] predictive,analytics [11] analytics,visualization [11] visualization,art [11] art,being [11] being,analyze [11] analyze,tell [11] tell,story [11] story,historical [11] historical,data [11] #datascience,#ai Top Word Pairs in Tweet in G8:
[50] predictive,analytics [16] analytics,python [15] rip,correlation [15] correlation,introducing [15] introducing,predictive [15] predictive,power [15] power,score [15] score,#ai [15] #ai,#datascientist [15] #datascientist,#bigdata Top Word Pairs in Tweet in G9:
[36] machine,learning [22] predictive,analytics [12] learning,predictive [12] analytics,machine [10] digital,capabilities [9] organizations,starting [9] starting,integrate [9] integrate,ai [9] ai,businesses [9] businesses,making Top Word Pairs in Tweet in G10:
[19] gazing,crystal [19] crystal,ball [19] ball,predict [19] predict,successful [19] successful,candidate [19] candidate,role [19] role,seems [19] seems,easy [19] easy,solution [19] solution,practical Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G7:
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: