The graph represents a network of 5,738 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, 18 March 2019 at 07:01 UTC.
The requested start date was Sunday, 17 March 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, 57-minute period from Friday, 15 March 2019 at 06:28 UTC to Saturday, 16 March 2019 at 12:25 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 : 5738
Unique Edges : 8533
Edges With Duplicates : 6106
Total Edges : 14639
Number of Edge Types : 3
Mentions : 10437
Tweet : 4142
Replies to : 60
Self-Loops : 4142
Reciprocated Vertex Pair Ratio : 0.0076858412393419
Reciprocated Edge Ratio : 0.0152544392801811
Connected Components : 1178
Single-Vertex Connected Components : 677
Maximum Vertices in a Connected Component : 3407
Maximum Edges in a Connected Component : 11900
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.34868
Graph Density : 0.000254899114812625
Modularity : 0.5011
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1062] bigdata,analytics [687] gt,gt [651] big,data [618] datascience,ai [607] ai,bigdata [598] analytics,datascience [514] ai,machinelearning [423] bigdata,ai [419] ai,iot [373] iot,bigdata Top Word Pairs in Tweet in G1:
[159] big,data [61] iot,bigdata [40] artificial,intelligence [30] ai,bigdata [25] data,analytics [23] machine,learning [22] bigdata,analytics [21] data,science [19] datascientist,developer [17] read,more Top Word Pairs in Tweet in G2:
[685] bigdata,analytics [490] datascience,ai [474] analytics,datascience [327] ai,machinelearning [266] iot,iiot [204] machinelearning,iot [182] ai,iot [180] big,data [180] bigdata,ai [142] machinelearning,deeplearning Top Word Pairs in Tweet in G3:
[551] gt,gt [147] iot,bigdata [141] bigdata,analytics [122] mikequindazzi,gt [120] ai,bigdata [115] ai,iot [112] fintech,insurtech [101] ai,machinelearning [94] bigdata,datascience [82] bigdata,ai Top Word Pairs in Tweet in G4:
[130] big,data [64] bigdata,analytics [57] bigdata,ai [45] data,science [32] bigdata,programming [30] bigdata,iot [28] cloud,bigdata [27] bigdata,machinelearning [27] ai,bigdata [25] bigdata,datascience Top Word Pairs in Tweet in G5:
[284] cómo,utilizamos [284] utilizamos,bigdata [284] bigdata,entrenamientos [284] entrenamientos,así [284] así,monitorizamos [283] monitorizamos,rendimiento [283] rendimiento,jugadores [281] jugadores,sanitas [280] realmadrid,cómo [125] use,bigdata Top Word Pairs in Tweet in G6:
[42] bigdata,datascience [34] abdsc,bigdata [31] datascience,bigdata [25] bigdata,analytics [22] ai,machinelearning [20] datascience,ai [18] simple,practical [18] practical,data [18] data,cleaning [18] cleaning,codes Top Word Pairs in Tweet in G7:
[172] open,iot [172] iot,blockchain [172] blockchain,ai [172] ai,bigdata [172] bigdata,ubiquity [172] ubiquity,iot3 [172] iot3,exist [172] exist,many [172] many,people [171] paradigminov8,open Top Word Pairs in Tweet in G8:
[39] big,data [35] bigdata,e [20] higher,education [20] new,york [20] york,times [18] robot,collaborativi [18] collaborativi,bigdata [18] e,droni [18] droni,così [18] così,il Top Word Pairs in Tweet in G9:
[46] datascience,now [46] now,bigger [46] bigger,bigdata [46] bigdata,views [46] views,change [46] change,mathematical [46] mathematical,underpinnings [46] underpinnings,deeplearning [46] deeplearning,science [45] terenceleungsf,datascience Top Word Pairs in Tweet in G10:
[64] techofthenextera,ai [64] ai,iot [64] iot,bigdata [64] bigdata,blockchain [60] technological,future [60] future,looking [60] looking,good [60] good,indeed [60] indeed,techofthenextera [60] bigdata,analytics Top Replied-To in Entire Graph:
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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: