The graph represents a network of 434 Twitter users whose recent tweets contained "#businessanalytics", 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 Sunday, 29 August 2021 at 02:56 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 18-minute period from Friday, 20 August 2021 at 21:11 UTC to Sunday, 29 August 2021 at 01:30 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 : 434
Unique Edges : 513
Edges With Duplicates : 1189
Total Edges : 1702
Self-Loops : 393
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 40
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 268
Maximum Edges in a Connected Component : 1384
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.994805
Graph Density : 0.00316620725620204
Modularity : 0.316453
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 434 Twitter users whose recent tweets contained "#businessanalytics", 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 Sunday, 29 August 2021 at 02:56 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 18-minute period from Friday, 20 August 2021 at 21:11 UTC to Sunday, 29 August 2021 at 01:30 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 : #businessanalytics
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:
[374] #businessanalytics,#ba [180] thanks,richardeudes [172] #ba,#datascience [150] #businessanalytics,#mba [149] last,date [143] apply,last [143] date,31st [143] #mba,#bhubaneswar [142] richardeudes,#analytics [141] 31st,aug' Top Word Pairs in Tweet in G1:
[149] last,date [148] #businessanalytics,#mba [143] apply,last [143] date,31st [141] 31st,aug' [141] aug',2021 [141] #mba,#bhubaneswar [74] 2021,#businessanalytics [73] #ksombbsr,#businessanalytics [72] #bhubaneswar,#ksombbsr Top Word Pairs in Tweet in G2:
[271] #businessanalytics,#ba [158] thanks,richardeudes [130] #ba,#datascience [122] richardeudes,#analytics [99] #datascience,#ds [93] #bigdata,#businessanalytics [66] #digitaltransformation,#businessanalytics [60] #analytics,#bigdata [55] #datascience,#businessanalytics [51] #artificialintelligence,#datascience Top Word Pairs in Tweet in G3:
[66] #businessanalytics,#ba [45] #datavault,blog [38] chief,data [38] data,officer [38] interested,#informationgovernance [38] #informationgovernance,#businessanalytics [38] head,over [38] over,#datavault [38] #snowflakedb,#wherescape [38] #wherescape,#agile Top Word Pairs in Tweet in G4:
[64] #datavault,blog [56] chief,data [56] data,officer [56] interested,#informationgovernance [56] #informationgovernance,#businessanalytics [56] head,over [56] over,#datavault [56] #snowflakedb,#wherescape [56] #wherescape,#agile [38] #businessanalytics,head Top Word Pairs in Tweet in G5:
[30] #savictech,#sap [30] #sap,#s4hana [30] #s4hana,#businesstransformation [30] #businesstransformation,#sustainability [30] #sustainability,#machinelearning [30] #machinelearning,#industry [28] #industry,#tech [28] #tech,#businessanalytics [28] #businessanalytics,#integration [28] #integration,#erp Top Word Pairs in Tweet in G6:
[11] business,analytics [3] big,data [3] decision,making [3] #businessanalytics,#analytics [2] lian,duan [2] duan,amp [2] amp,ye [2] ye,xiong [2] xiong,2015 [2] 2015,big Top Word Pairs in Tweet in G7:
[8] business,analytics [8] analytics,jobs [8] career,paths [5] data,related [5] related,careers [5] careers,skyrocketed [5] skyrocketed,last [5] last,few [5] few,years [5] years,business Top Word Pairs in Tweet in G8:
[8] #nosql,#database [8] #database,#databasequeries [8] #databasequeries,#sqlanalytics [8] #sqlanalytics,#datanalytics [8] #datanalytics,#datascience [8] #datascience,#datanalysis [8] #datanalysis,#businessanalytics [8] #businessanalytics,#aws [8] #aws,#coding [8] #coding,#azure Top Word Pairs in Tweet in G9:
[8] #analytics,#bigdata [7] artificial,intelligence [7] #bi,#businessanalytics [7] #businessanalytics,#ai [7] #ai,#database [7] #database,#data [7] #data,#analytics [7] #bigdata,#rstats [7] #rstats,#reactjs [7] #reactjs,#python Top Word Pairs in Tweet in G10:
[6] certificate,#businessanalytics [6] #businessanalytics,become [6] become,champion [6] champion,#energyconservation [6] #energyconservation,training [6] training,programmes [6] programmes,workshops [6] workshops,visit [6] visit,#workshop [6] #workshop,#onlinecourses Top Replied-To in Entire Graph:
Top Replied-To in G3:
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 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: