The graph represents a network of 5,248 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, 14 April 2019 at 07:20 UTC.
The requested start date was Sunday, 14 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, 9-hour, 37-minute period from Friday, 12 April 2019 at 14:23 UTC to Sunday, 14 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 : 5248
Unique Edges : 8151
Edges With Duplicates : 7037
Total Edges : 15188
Number of Edge Types : 3
Mentions : 11171
Tweet : 3941
Replies to : 76
Self-Loops : 3941
Reciprocated Vertex Pair Ratio : 0.0138753651411879
Reciprocated Edge Ratio : 0.0273709483793517
Connected Components : 859
Single-Vertex Connected Components : 436
Maximum Vertices in a Connected Component : 3382
Maximum Edges in a Connected Component : 12681
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.209053
Graph Density : 0.000302510261380487
Modularity : 0.453509
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1146] #bigdata,#analytics [856] #datascience,#ai [790] #ai,#machinelearning [719] #analytics,#datascience [674] big,data [656] #ai,#bigdata [493] gt,gt [430] #bigdata,#ai [426] #bigdata,#datascience [425] artificial,intelligence Top Word Pairs in Tweet in G1:
[749] #bigdata,#analytics [614] #datascience,#ai [533] #analytics,#datascience [476] #ai,#machinelearning [284] #machinelearning,#iot [277] #iot,#iiot [214] big,data [172] artificial,intelligence [157] #bigdata,#ai [152] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[331] gt,gt [169] #ai,#machinelearning [144] #iot,#bigdata [141] #bigdata,#analytics [125] artificial,intelligence [114] #ai,#iot [102] #ai,#bigdata [99] #datascience,#ai [94] #ml,#dl [85] #bigdata,#ai Top Word Pairs in Tweet in G3:
[175] big,data [59] #ai,#bigdata [58] #bigdata,#hadoop [56] #bigdata,#ai [52] #bigdata,#analytics [39] #bigdata,#iot [30] artificial,intelligence [29] #bigdata,#datascience [25] #iot,#bigdata [24] data,analytics Top Word Pairs in Tweet in G4:
[112] more,info [88] big,data [74] #techjobs,#devjobs [73] info,#bigdata [72] apply,now [63] #devjobs,apply [43] #bigdata,#developer [40] insurance,agent [37] artificial,intelligence [37] #ai,#bigdata Top Word Pairs in Tweet in G5:
[123] #abdsc,#bigdata [99] #bigdata,#datascience [59] nearly,300 [59] 300,statistical [59] statistical,concepts [59] concepts,explained [59] explained,simple [59] simple,english [59] english,10 [59] 10,parts Top Word Pairs in Tweet in G6:
[61] #bigdata,#analytics [42] #analytics,#hied [38] #ai,#bigdata [30] #analyticship,#bi [30] #bi,#ai [27] read,more [26] #iot,#iiot [22] #bigdata,#datascience [15] #bigdata,#ai [15] cybersecurity,strategy Top Word Pairs in Tweet in G7:
[146] #open,#iot [146] #iot,#blockchain [146] #blockchain,#ai [146] #ai,#bigdata [146] #bigdata,ubiquity [146] ubiquity,iot3 [146] iot3,exist [146] exist,many [146] many,people [145] paradigminov8,#open Top Word Pairs in Tweet in G8:
[37] big,data [31] #bigdata,#ai [24] #ai,powered [24] buscando,sysadmins [24] sysadmins,linux [24] linux,madrid [24] madrid,quieran [24] quieran,aprender [24] aprender,trabajar [24] trabajar,big Top Word Pairs in Tweet in G9:
[123] gyroscopic,emergency [123] emergency,transport [123] transport,future [123] future,#smartcity [123] #smartcity,#drone [123] #drone,#robotics [123] #robotics,#ai [123] #ai,#bigdata [123] #bigdata,#tech [123] #tech,#ml Top Word Pairs in Tweet in G10:
[29] tripletsfan19,cynthia_lardner [27] cynthia_lardner,tom__coleman [22] mitadance,ninscrystal [17] #influencers,#influencermarketing [16] tom__coleman,sprague_paul [16] sprague_paul,mitadance [16] ninscrystal,kugey [14] #smm,#bigdata [14] #bigdata,#socialmedia [13] #strategy,#smm Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: