The graph represents a network of 4,403 Twitter users whose recent tweets contained "predictive analytics", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 05:58 UTC.
The tweets in the network were tweeted over the 3068-day, 3-hour, 40-minute period from Thursday, 11 September 2014 at 21:14 UTC to Sunday, 05 February 2023 at 00:54 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4403
Unique Edges : 2850
Edges With Duplicates : 5991
Total Edges : 8841
Number of Edge Types : 9
Replies to : 1110
MentionsInReplyTo : 773
Tweet : 2508
Retweet : 1461
MentionsInRetweet : 1973
Mentions : 934
Quote : 54
MentionsInQuote : 25
MentionsInQuoteReply : 3
Self-Loops : 3453
Reciprocated Vertex Pair Ratio : 0.046449900464499
Reciprocated Edge Ratio : 0.0887761572606214
Connected Components : 2068
Single-Vertex Connected Components : 1496
Maximum Vertices in a Connected Component : 831
Maximum Edges in a Connected Component : 2765
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.914374
Graph Density : 0.000162728254237461
Modularity : 0.440138
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,403 Twitter users whose recent tweets contained "predictive analytics", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 05:58 UTC.
The tweets in the network were tweeted over the 3068-day, 3-hour, 40-minute period from Thursday, 11 September 2014 at 21:14 UTC to Sunday, 05 February 2023 at 00:54 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[3198] predictive,analytics [313] machine,learning [306] data,analytics [183] learn,more [160] #bigdata,#analytics [147] predictive,maintenance [143] analytics,ai [142] data,science [142] based,predictive [139] big,data Top Word Pairs in Tweet in G1:
[1526] predictive,analytics [173] machine,learning [133] learn,more [115] data,analytics [100] analytics,help [94] analytics,business [94] using,predictive [92] data,science [90] data,predictive [85] analytics,capabilities Top Word Pairs in Tweet in G2:
[98] predictive,maintenance [73] developing,#machinelearning [73] #machinelearning,model [73] model,predictive [68] predictive,analytics [53] ingliguori,#digitaltransformation [52] #digitaltransformation,#cloud [49] maintenance,kenovy_it [38] ingliguori,developing [28] kenovy_it,ingliguori Top Word Pairs in Tweet in G3:
[93] #bigdata,#analytics [90] #analytics,#datascience [88] #datascience,#iot [88] #iot,#iiot [87] #python,#rstats [81] #javascript,#reactjs [80] #rstats,#tensorflow [80] #tensorflow,#java [80] predictive,statistics [80] statistics,#bigdata Top Word Pairs in Tweet in G4:
[37] download,predictive [37] #bigdata,#analytics [37] pdf,download [32] kirkdborne,free [25] #analytics,#predictiveanalytics [23] free,pdf [23] predictive,airliner [23] airliner,#bigdata [20] #predictiveanalytics,#datas [14] predictive,retailer Top Word Pairs in Tweet in G5:
[193] predictive,analytics [93] based,predictive [83] analytics,returns [41] #big,#data [41] latest,predictive [35] #stocks,#stockmarket [35] forecast,based [30] #stockmarket,#stocktrading [30] #stocktrading,#investing [25] #stockforecast,#stockmarketpredictions Top Word Pairs in Tweet in G6:
[39] predictive,analytics [15] #robotics,#drones [15] #drones,create [15] economy,#automation [15] sixth,wave [15] wave,marked [15] create,economy [15] #digitization,#iot [15] marked,#ai [15] #ai,#digitization Top Word Pairs in Tweet in G7:
[52] predictive,analytics [14] #predictive,#analytics [13] #7wdata,#datastrategy [11] #ai,change [11] use,predictive [11] change,#digitalmarketing [11] #digitalmarketing,game [11] game,2022 [11] ways,#ai [11] 2022,targeted Top Word Pairs in Tweet in G8:
[72] predictive,data [72] data,analytics [71] excelhumor,predictive Top Word Pairs in Tweet in G9:
[60] predictive,analytics [17] analytics,model [13] analytics,predictive [8] network's,artificial [8] artificial,intelligence [8] information,trends [8] predictions,based [8] analytics,predictions [8] data,information [8] perform,predictive Top Word Pairs in Tweet in G10:
[44] address,storm [44] clock,actively [44] work,around [44] cal,oes [44] including,levee [44] levee,break [44] impacts,state [44] storm,impacts [44] around,clock [44] continues,work Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
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: