The graph represents a network of 566 Twitter users whose recent tweets contained "#predictiveanalytics", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 25 June 2022 at 01:26 UTC.
The tweets in the network were tweeted over the 9-day, 17-hour, 22-minute period from Wednesday, 15 June 2022 at 07:12 UTC to Saturday, 25 June 2022 at 00:34 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 : 566
Unique Edges : 990
Edges With Duplicates : 525
Total Edges : 1515
Number of Edge Types : 5
Retweet : 591
MentionsInRetweet : 626
Mentions : 123
Replies to : 2
Tweet : 173
Self-Loops : 184
Reciprocated Vertex Pair Ratio : 0.0252918287937743
Reciprocated Edge Ratio : 0.0493358633776091
Connected Components : 98
Single-Vertex Connected Components : 63
Maximum Vertices in a Connected Component : 405
Maximum Edges in a Connected Component : 1305
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.087389
Graph Density : 0.00329591294286876
Modularity : 0.491343
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 566 Twitter users whose recent tweets contained "#predictiveanalytics", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 25 June 2022 at 01:26 UTC.
The tweets in the network were tweeted over the 9-day, 17-hour, 22-minute period from Wednesday, 15 June 2022 at 07:12 UTC to Saturday, 25 June 2022 at 00:34 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 : TwitterSearch
Graph Term : #predictiveanalytics
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:
[334] #bigdata,#datascience [285] #datascience,#ai [142] model,using [141] predictive,model [141] #predictivemodeling,#predictiveanalytics [140] guide,marutitech [140] #machinelearning,#datascientists [139] #iot,#iiot [139] #predictiveanalytics,#forecasting [138] building,predictive Top Word Pairs in Tweet in G1:
[129] #bigdata,#datascience [107] #datascience,#ai [86] #iot,#iiot [69] #iiot,#iotpl [62] #iotpl,#iotcl [41] #ai,#machinelearning [32] #machinelearning,#deeplearning [31] #anomalydetection,#predictiveanalytics [28] #abdsc,#bigdata [27] #edgecomputing,#anomalydetection Top Word Pairs in Tweet in G2:
[124] #bigdata,#datascience [122] #datascience,#ai [116] guide,marutitech [116] #machinelearning,#datascientists [116] #predictivemodeling,#predictiveanalytics [115] building,predictive [115] predictive,model [115] model,using [115] using,#python [115] #python,framework Top Word Pairs in Tweet in G3:
[11] predictive,analytics [4] learn,more [4] confusion,matrix [4] #predictiveanalytics,#data [3] last,days [2] data,hr [2] matrix,perhaps [2] perhaps,used [2] used,type [2] type,graph Top Word Pairs in Tweet in G4:
[52] #bigdata,#datascience [31] #iot,#iiot [29] #datascience,#ai [29] #predictiveanalytics,#anomalydetection [22] #iotpl,#iotcl [19] #iiot,#iotpl [18] #datascience,#machinelearning [17] #infographics,top [17] top,10 [17] 10,#devops Top Word Pairs in Tweet in G5:
[11] #ai,#ml [6] #bigdata,#iot [6] #predictiveanalytics,#mlweek [6] june,21 [6] using,#predictiveanalytics [5] mvollmer1,evankirstel [5] evankirstel,heinzvhoenen [5] heinzvhoenen,fabriziobustama [5] #iot,#iotpl [5] manufacturing,company Top Word Pairs in Tweet in G6:
[15] ai,enabled [13] #dataanalytics,#predictiveanalytics [12] data,processing [12] #ai,#artificialintelligence [12] #artificialintelligence,#dataprocessing [12] #dataprocessing,#dataanalytics [12] #predictiveanalytics,#datasolutions [8] #ai,#ml [8] shading,losses [8] #shadinglosses,#datascientist Top Word Pairs in Tweet in G7:
[35] #ai,#ml [18] #bigdata,#iot [18] code,ai [18] #lowcode,#nocode [18] #nocode,#artificialintelligence [18] #artificialintelligence,#nlp [18] #nlp,#machinelearning [18] #machinelearning,#ai [18] #ml,#nlu [18] #nlu,#predictiveanalytics Top Word Pairs in Tweet in G8:
[8] stocks,#machinelearning [8] #machinelearning,#ai [8] #ai,#behavioraleconomics [8] #behavioraleconomics,#investment [8] #investment,#algorithms [8] #algorithms,#bigdata [8] #bigdata,#predictiveanalytics [8] #predictiveanalytics,#fintech [8] #fintech,therudingroup [8] therudingroup,ipfconline1 Top Word Pairs in Tweet in G9:
[17] #bigdata,#datascience [16] #datascience,#ai [7] #iot,#iiot [7] introduction,causal [7] causal,inference [7] inference,#datascientists [7] #datascientists,mikeloukides [7] mikeloukides,oreillymedia [7] oreillymedia,#bigdata [7] #ai,#statistics Top Word Pairs in Tweet in G10:
[10] #predictiveanalytics,#machinelearning [10] #machinelearning,#software [9] june,issue [9] issue,esemag [9] esemag,carl_bdaas [9] carl_bdaas,feature [9] feature,story [9] story,dtsupercluster [9] dtsupercluster,project [9] project,contribution Top Replied-To in Entire Graph:
Top Replied-To in G4:
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: