The graph represents a network of 4,708 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, 18 August 2019 at 07:19 UTC.
The requested start date was Sunday, 18 August 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 2-day, 10-hour, 49-minute period from Thursday, 15 August 2019 at 13:11 UTC to Sunday, 18 August 2019 at 00:00 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 : 4708
Unique Edges : 8253
Edges With Duplicates : 7185
Total Edges : 15438
Number of Edge Types : 3
Tweet : 3326
Mentions : 12048
Replies to : 64
Self-Loops : 3326
Reciprocated Vertex Pair Ratio : 0.0162136941560714
Reciprocated Edge Ratio : 0.0319100091827365
Connected Components : 648
Single-Vertex Connected Components : 328
Maximum Vertices in a Connected Component : 3328
Maximum Edges in a Connected Component : 13885
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.730371
Graph Density : 0.000393130930469434
Modularity : 0.440266
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1068] #bigdata,#analytics [984] #ai,#machinelearning [935] gt,gt [838] #datascience,#ai [743] #bigdata,#datascience [741] #analytics,#datascience [523] big,data [429] #iot,#iiot [348] artificial,intelligence [345] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[654] gt,gt [220] #ai,#machinelearning [210] #cybersecurity,#databreach [195] #bigdata,#analytics [183] #bigdata,#datascience [170] #datascience,#ai [169] read,more [161] #databreach,#ransomware [146] #iot,#bigdata [145] #analytics,#datascience Top Word Pairs in Tweet in G2:
[700] #bigdata,#analytics [569] #datascience,#ai [537] #analytics,#datascience [516] #ai,#machinelearning [318] #iot,#iiot [261] #machinelearning,#iot [252] #bigdata,#datascience [230] #iiot,#pytorch [200] #pytorch,#python [175] #python,#rstats Top Word Pairs in Tweet in G3:
[126] big,data [94] #bigdata,#analytics [90] gt,gt [79] #bigdata,#datascience [46] #bigdata,#ai [43] #ai,#machinelearning [37] #iot,#bigdata [35] #quantumcomputing,#iot [35] #iot,#algorithms [35] #algorithms,#chipmaker Top Word Pairs in Tweet in G4:
[191] #bigdata,#datascience [172] #ai,#machinelearning [141] #artificialintelligence,#ai [119] #machinelearning,#ml [119] #ml,#dl [111] #dl,#bigdata [102] #bigdata,cc [70] #datascience,#ai [48] #bigdata,#machinelearning [42] #abdsc,#bigdata Top Word Pairs in Tweet in G5:
[65] big,data [23] #iot,#bigdata [21] #bigdata,#ai [21] #ai,#bigdata [17] #techjobs,#devjobs [16] #datascience,#bigdata [16] apply,now [14] #big,data [13] machine,learning [13] #bigdata,#hadoop Top Word Pairs in Tweet in G6:
[12] taking,place [12] place,tomorrow [7] tomorrow,learn [7] learn,social [7] social,media [7] media,analysis [7] analysis,nodexl [7] nodexl,build [7] build,research [7] research,collaborations Top Word Pairs in Tweet in G7:
[37] read,more [37] more,here [32] artificial,intelligence [30] pen,diagnoses [30] diagnoses,cancer [30] cancer,10 [30] 10,seconds [30] seconds,#digitalhealth [30] #digitalhealth,#healthtech [30] #healthtech,#ai Top Word Pairs in Tweet in G8:
[28] simple,gráfico [28] gráfico,1 [28] 1,tener [28] tener,tanta [28] tanta,trascendencia [28] trascendencia,agricultura [28] agricultura,foto [28] foto,2 [28] 2,tuvo [28] tuvo,aviación Top Word Pairs in Tweet in G9:
[15] #meded,#scicomm [14] erictopol,naturerevgenet [14] naturerevgenet,naturerevgenet [14] naturerevgenet,editorial [14] editorial,cites [14] cites,paper [14] paper,recruiting [14] recruiting,urban [14] urban,#indigenous [14] #indigenous,ppl Top Word Pairs in Tweet in G10:
[11] customer,centric [11] centric,culture [9] q1,love [9] love,simple [9] simple,graphic [9] graphic,show [9] show,everything [9] everything,starts [9] starts,#data [9] #data,beginning Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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