The graph represents a network of 2,169 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, 14 November 2021 at 06:02 UTC.
The requested start date was Sunday, 14 November 2021 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, 30-minute period from Sunday, 31 October 2021 at 01:01 UTC to Sunday, 14 November 2021 at 00:32 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 : 2169
Unique Edges : 1518
Edges With Duplicates : 2429
Total Edges : 3947
Number of Edge Types : 5
Retweet : 968
MentionsInRetweet : 1255
Tweet : 961
Replies to : 159
Mentions : 604
Self-Loops : 988
Reciprocated Vertex Pair Ratio : 0.0230642504118616
Reciprocated Edge Ratio : 0.0450885668276973
Connected Components : 767
Single-Vertex Connected Components : 497
Maximum Vertices in a Connected Component : 600
Maximum Edges in a Connected Component : 1663
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.770789
Graph Density : 0.000396181347705593
Modularity : 0.524443
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,169 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, 14 November 2021 at 06:02 UTC.
The requested start date was Sunday, 14 November 2021 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, 30-minute period from Sunday, 31 October 2021 at 01:01 UTC to Sunday, 14 November 2021 at 00:32 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:
[1421] predictive,analytics [135] machine,learning [133] know,predictive [128] things,know [128] analytics,networking [80] data,analytics [80] learn,more [79] value,predictive [77] transform,business [76] change,mindsets Top Word Pairs in Tweet in G1:
[456] predictive,analytics [123] know,predictive [122] things,know [122] analytics,networking [44] learn,more [34] predictive,maintenance [31] machine,learning [27] data,analytics [23] successful,ai [23] ai,use Top Word Pairs in Tweet in G2:
[181] predictive,analytics [40] analytics,python [27] data,predictive [21] intermediate,predictive [21] python,learn [21] learn,prepare [21] prepare,organize [21] organize,data [20] machine,learning [19] introduction,predictive Top Word Pairs in Tweet in G3:
[77] predictive,analytics [30] plays,estate [30] estate,sector [24] analytics,plays [18] #technology,#artificialintelligence [17] based,predictive [17] analytics,returns [17] clubsignage,predictive [17] sector,#technology [17] forecasting,combining Top Word Pairs in Tweet in G4:
[76] change,mindsets [76] mindsets,build [76] build,accuracy [76] accuracy,focus [76] focus,value [76] value,predictive [76] predictive,analytics [76] analytics,transform [76] transform,business [76] business,unlock Top Word Pairs in Tweet in G5:
[36] predictive,analytics [21] artificial,intelligence [16] #salestech,#news [14] #news,#salestechnologies [14] #salestechnologies,#tech [11] ms,dynamics [11] dynamics,365 [11] 365,supply [11] supply,chain [11] chain,centralized Top Word Pairs in Tweet in G6:
[33] predictive,analytics [16] #ai,#ml [14] #datascience,#ai [13] prescriptive,analytics [13] #ml,#dl [12] svp,engineering [12] #dl,#neuralnetwork [11] #analytics,#predictive [11] globallogicâ,svp [11] engineering,padmanabhan Top Word Pairs in Tweet in G7:
[2] andylumm,alex_on_a14 [2] alex_on_a14,bloody_scandal [2] bloody_scandal,mdrisette [2] mdrisette,jsaholmes [2] jsaholmes,barryjohnreid21 [2] barryjohnreid21,temple_surly [2] temple_surly,bebert701 [2] bebert701,chrisjohnsonmd Top Word Pairs in Tweet in G8:
[27] oneten,bitnonprofit [27] bitnonprofit,udacity [27] udacity,providing [27] providing,technical [27] technical,nanodegree [27] nanodegree,scholarships [27] scholarships,african [26] bitnonprofit,oneten [19] predictive,analytics [19] business,analytics Top Word Pairs in Tweet in G9:
[28] analyzing,player [28] player,shot [28] shot,goal [28] goal,power [28] power,#aws [28] #aws,bundesliga_en [28] bundesliga_en,match [28] match,facts [28] facts,using [28] using,machine Top Word Pairs in Tweet in G10:
[33] predictive,analytics [24] wrote,piece [24] piece,washingtonpost [24] washingtonpost,predictive [24] analytics,shaping [24] shaping,higher [24] higher,education [24] education,please [24] please,share [23] sheaswauger,wrote Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: