The graph represents a network of 4,472 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 05:58 UTC.
The tweets in the network were tweeted over the 3075-day, 3-hour, 45-minute period from Thursday, 11 September 2014 at 21:14 UTC to Sunday, 12 February 2023 at 01:00 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 : 4472
Unique Edges : 2810
Edges With Duplicates : 6065
Total Edges : 8875
Number of Edge Types : 9
Retweet : 1425
MentionsInRetweet : 1844
Tweet : 2512
Replies to : 1206
MentionsInReplyTo : 869
Mentions : 912
Quote : 57
MentionsInQuote : 46
MentionsInQuoteReply : 4
Self-Loops : 3513
Reciprocated Vertex Pair Ratio : 0.0462101063829787
Reciprocated Edge Ratio : 0.0883380997775659
Connected Components : 2073
Single-Vertex Connected Components : 1471
Maximum Vertices in a Connected Component : 683
Maximum Edges in a Connected Component : 1963
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.72066
Graph Density : 0.000157394763070617
Modularity : 0.445146
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,472 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 05:58 UTC.
The tweets in the network were tweeted over the 3075-day, 3-hour, 45-minute period from Thursday, 11 September 2014 at 21:14 UTC to Sunday, 12 February 2023 at 01:00 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:
[3294] predictive,analytics [319] machine,learning [213] data,analytics [187] learn,more [177] analytics,ai [153] #bigdata,#analytics [143] using,predictive [142] analytics,help [131] based,predictive [126] data,analysis Top Word Pairs in Tweet in G1:
[1552] predictive,analytics [172] machine,learning [141] learn,more [115] analytics,help [101] data,analytics [95] using,predictive [91] analytics,ai [87] analytics,capabilities [87] data,predictive [85] equity,journey Top Word Pairs in Tweet in G2:
[82] #bigdata,#analytics [82] #analytics,#datascience [80] #iot,#iiot [79] #iiot,#python [79] statistics,#bigdata [79] #tensorflow,#java [79] #rstats,#tensorflow [79] #javascript,#reactjs [79] predictive,statistics [79] #python,#rstats Top Word Pairs in Tweet in G3:
[55] predictive,analytics [18] ways,#ai [18] entrepreneur,ways [18] #digitalmarketing,game [16] tysonlester,entrepreneur [13] enilev,khulood_almani [12] #brands,#retailtech [12] neuro,#marketing [12] #ces2023,#brands [12] #marketing,#ces2023 Top Word Pairs in Tweet in G4:
[54] predictive,analytics [46] predictive,maintenance [39] developing,#machinelearning [39] #machinelearning,model [39] model,predictive [20] maintenance,kenovy_it [20] #digitaltransformation,#cloud [20] #cloud,#bigdata [20] ingliguori,#digitaltransformation [19] maintenance,ingliguori Top Word Pairs in Tweet in G5:
[74] possibilities,data [74] power,#machinelearning [74] analysis,predictive [74] discover,possibilities [74] #models,discover [74] unleash,power [74] #machinelearning,right [74] right,#models [74] data,analysis [73] laika_ai,unleash Top Word Pairs in Tweet in G6:
[144] predictive,analytics [55] daily,thanks [50] news,predictive [50] latest,news [50] data,daily [50] analytics,sensor [50] find,latest [50] sensor,data [39] #ai,#datascience [36] #ai,#machinelearning Top Word Pairs in Tweet in G7:
[27] predictive,analytics [12] analytics,diagnosis [12] healthcare,predictive [11] predictive,maintenance [11] diagnosis,analyticsvidhya [10] use,#machinelearning [10] #machinelearning,healthcare [9] ipfconline1,use [9] analyticsvidhya,# [8] proving,successful Top Word Pairs in Tweet in G8:
[39] predictive,analytics [13] analytics,predictive [8] predictions,based [8] perform,predictive [8] intelligence,trained [8] trained,perform [8] allow,companies [8] factors,allow [8] data,information [8] information,trends Top Word Pairs in Tweet in G9:
[49] analytics,ai [49] ml,models [49] ai,ml [49] predictive,analytics [47] developed,revolutionary [47] team,developed [47] revolutionary,platform [47] uses,predictive [47] platform,uses [39] models,accurately 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 G3:
Top Replied-To in G7:
Top Replied-To in G8:
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: