The graph represents a network of 4,509 Twitter users whose tweets in the requested range contained "#bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 April 2019 at 07:20 UTC.
The requested start date was Sunday, 21 April 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 10,000.
The tweets in the network were tweeted over the 1-day, 5-hour, 30-minute period from Friday, 19 April 2019 at 18:30 UTC to Sunday, 21 April 2019 at 00:01 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 : 4509
Unique Edges : 7379
Edges With Duplicates : 7153
Total Edges : 14532
Number of Edge Types : 3
Mentions : 10644
Tweet : 3835
Replies to : 53
Self-Loops : 3835
Reciprocated Vertex Pair Ratio : 0.0105688935281837
Reciprocated Edge Ratio : 0.020916720464816
Connected Components : 695
Single-Vertex Connected Components : 338
Maximum Vertices in a Connected Component : 2911
Maximum Edges in a Connected Component : 12306
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.944089
Graph Density : 0.000381028340637074
Modularity : 0.430677
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1727] #bigdata,#analytics [1176] #ai,#machinelearning [1136] #analytics,#datascience [1121] #datascience,#ai [758] gt,gt [731] #iot,#iiot [585] #machinelearning,#iot [561] #bigdata,#datascience [500] big,data [460] artificial,intelligence Top Word Pairs in Tweet in G1:
[501] #bigdata,#analytics [285] #ai,#machinelearning [276] big,data [262] #analytics,#datascience [259] #datascience,#ai [252] #bigdata,#datascience [238] artificial,intelligence [213] #bigdata,#ai [174] read,more [164] #iot,#iiot Top Word Pairs in Tweet in G2:
[512] gt,gt [221] #bigdata,#analytics [216] #ai,#machinelearning [166] #iot,#bigdata [157] #ai,#iot [138] #datascience,#ai [136] #analytics,#datascience [111] mikequindazzi,gt [106] #iot,#iiot [90] #pwc,mikequindazzi Top Word Pairs in Tweet in G3:
[153] #bigdata,#datascience [131] #abdsc,#bigdata [106] #bigdata,#analytics [86] #bigdata,#machinelearning [79] download,fabulous [79] fabulous,r [79] r,cheat [79] cheat,sheets [79] sheets,designed [79] designed,rstudio Top Word Pairs in Tweet in G4:
[70] apply,now [63] big,data [57] #techjobs,#devjobs [52] #devjobs,apply [35] artificial,intelligence [35] #ai,#bigdata [33] #iot,#bigdata [26] #quantumcomputing,#iot [26] #iot,#algorithms [26] #algorithms,#chipmaker Top Word Pairs in Tweet in G5:
[814] #bigdata,#analytics [683] #analytics,#datascience [649] #datascience,#ai [563] #ai,#machinelearning [404] #iot,#iiot [357] #machinelearning,#iot [254] #iiot,#pytorch [107] #pytorch,#python [67] #analytics,#ai [65] machine,learning Top Word Pairs in Tweet in G6:
[67] #socialmedia,#socialmediamarketing [36] #socialmedia,#digitalmarketing [35] #digitalmarketing,#contentmarketing [33] #startup,ume_kyd [32] award,#regtech [29] #iot,#bigdata [28] #fund,#distributors [26] #seo,#smm [24] award,#startup [23] #contentmarketing,#growthhacking Top Word Pairs in Tweet in G7:
[7] #snrtg,#bigdata [6] quest,decode [6] decode,#autism [6] #autism,genetics [6] genetics,beyond [6] beyond,tour [6] tour,force [6] force,piece [6] piece,#snrtg [5] primary_immune,quest Top Word Pairs in Tweet in G8:
[10] #entrepreneur,#founder [9] role,#bigdata [9] #bigdata,digital [9] digital,marketing [9] marketing,real [9] real,time [9] time,customer [9] customer,insights [9] insights,personalized [9] personalized,targeting Top Word Pairs in Tweet in G9:
[7] #1,#ai [7] #ai,#career [7] #career,#job [7] #job,site [7] site,find [7] find,dream [7] dream,job [6] follow,aiqawards [3] aiqawards,techtionary [2] job,myasystems Top Word Pairs in Tweet in G10:
[9] 8,#emergingtechnologies [9] #emergingtechnologies,colliding [9] colliding,changing [9] changing,#cx [9] #cx,expectations [9] expectations,pwc [9] pwc,mikequindazzi [9] mikequindazzi,intellimetri [9] intellimetri,vecto_mobile [8] intellimetri,8 Top Replied-To in Entire Graph:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: