The graph represents a network of 4,948 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 Monday, 22 July 2019 at 07:20 UTC.
The requested start date was Sunday, 21 July 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, 33-minute period from Friday, 19 July 2019 at 14:27 UTC to Sunday, 21 July 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 : 4948
Unique Edges : 7857
Edges With Duplicates : 6702
Total Edges : 14559
Number of Edge Types : 3
Mentions : 10486
Tweet : 3997
Replies to : 76
Self-Loops : 3997
Reciprocated Vertex Pair Ratio : 0.0123925139099646
Reciprocated Edge Ratio : 0.0244816387709218
Connected Components : 882
Single-Vertex Connected Components : 438
Maximum Vertices in a Connected Component : 2986
Maximum Edges in a Connected Component : 11778
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.980624
Graph Density : 0.000327072465302783
Modularity : 0.446635
NodeXL Version : 1.0.1.417
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1216] #bigdata,#analytics [1112] #datascience,#ai [922] #analytics,#datascience [905] #ai,#machinelearning [617] #bigdata,#datascience [601] big,data [485] machine,learning [478] gt,gt [431] artificial,intelligence [406] #iot,#iiot Top Word Pairs in Tweet in G1:
[892] #bigdata,#analytics [755] #analytics,#datascience [710] #datascience,#ai [523] #ai,#machinelearning [327] #iot,#iiot [312] #machinelearning,#iot [232] #iiot,#pytorch [196] big,data [195] machine,learning [140] artificial,intelligence Top Word Pairs in Tweet in G2:
[359] gt,gt [217] #bigdata,#analytics [215] #ai,#machinelearning [212] artificial,intelligence [200] #datascience,#ai [191] #bigdata,#datascience [151] read,more [149] #ai,#iot [149] #iot,#bigdata [128] #analytics,#datascience Top Word Pairs in Tweet in G3:
[149] more,info [143] big,data [102] info,#bigdata [98] apply,now [86] #bigdata,#developer [81] #ai,#bigdata [80] #techjobs,#devjobs [76] united,states [76] #devjobs,apply [68] new,york Top Word Pairs in Tweet in G4:
[199] #bigdata,#datascience [170] #datascience,#ai [129] #ai,#machinelearning [116] machine,learning [78] #machinelearning,#deeplearning [75] learning,#bigdata [74] introduction,machine [73] kirkdborne,introduction [69] #deeplearning,# [54] kirkdborne,free Top Word Pairs in Tweet in G5:
[26] #ai,#bigdata [25] #ml,#dl [25] #bigdata,#ml [25] gyroscopic,emergency [25] emergency,transport [25] transport,future [25] future,#smartcity [25] #smartcity,#drone [25] #drone,#robotics [25] #robotics,#ai Top Word Pairs in Tweet in G6:
[28] non,esiste [14] esiste,sabato [14] sabato,non [14] esiste,domenica [14] domenica,ma [14] ma,squadra [14] squadra,che [14] che,vince [14] vince,non [14] non,cambia Top Word Pairs in Tweet in G7:
[27] iii,encuentro [27] encuentro,empresarial [27] empresarial,3e [27] 3e,2010misterchip [27] 2010misterchip,#misterchip [27] #misterchip,#bigdata [27] #bigdata,#networking [27] #networking,#aula3 [27] #aula3,#creex [27] #creex,#coeba Top Word Pairs in Tweet in G8:
[15] big,data [8] ai,big [7] #bigdata,#ai [6] top,100 [6] 100,influencers [6] influencers,ai [6] data,featuring [6] featuring,antgrasso [6] antgrasso,bernardmarr [6] bernardmarr,claudia_imhoff Top Word Pairs in Tweet in G9:
[43] big,data [14] #bigdata,#hadoop [7] infocepei,1 [7] document,general [7] general,overview [7] sustainable,development [7] development,#colombia [6] #bigdata,#healthrecords [6] 1,1 [6] 1,feature Top Word Pairs in Tweet in G10:
[64] gt,gt [20] iam,platform [20] platform,curated [20] curated,retweet [15] thanx,following [15] following,wish [15] wish,good [13] good,discussion [13] discussion,#digitaltransformation [13] #digitaltransformation,#bigdata Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: