The graph represents a network of 5,514 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, 23 June 2019 at 07:20 UTC.
The requested start date was Sunday, 23 June 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 3-day, 3-hour, 31-minute period from Wednesday, 19 June 2019 at 20:30 UTC to Sunday, 23 June 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 : 5514
Unique Edges : 9006
Edges With Duplicates : 7088
Total Edges : 16094
Number of Edge Types : 3
Mentions : 12776
Replies to : 76
Tweet : 3242
Self-Loops : 3242
Reciprocated Vertex Pair Ratio : 0.0194311767260096
Reciprocated Edge Ratio : 0.0381216057927803
Connected Components : 708
Single-Vertex Connected Components : 303
Maximum Vertices in a Connected Component : 3798
Maximum Edges in a Connected Component : 14166
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.968941
Graph Density : 0.000308927867333196
Modularity : 0.46353
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1365] #bigdata,#analytics [791] gt,gt [747] #datascience,#ai [643] #ai,#machinelearning [598] #analytics,#datascience [569] #iot,#iiot [539] #ai,#iot [462] #bigdata,#datascience [460] big,data [377] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[1113] #bigdata,#analytics [641] #datascience,#ai [527] #analytics,#datascience [518] #iot,#iiot [419] #ai,#machinelearning [404] #ai,#iot [314] #machinelearning,#datascience [261] #analytics,#machinelearning [261] #datascience,#machinelearning [233] machine,learning Top Word Pairs in Tweet in G2:
[428] gt,gt [114] #iot,#bigdata [99] #bigdata,#analytics [87] #bigdata,#machinelearning [86] #ai,#iot [84] mikequindazzi,gt [83] read,more [77] #ai,#bigdata [75] learn,more [65] #ai,#machinelearning Top Word Pairs in Tweet in G3:
[91] foundations,#datascience [88] free,479 [88] 479,page [88] page,ebook [88] ebook,microsoft [88] microsoft,#mathematics [88] #mathematics,#statistics [88] #statistics,foundations [87] kirkdborne,free [77] #bigdata,#datascience Top Word Pairs in Tweet in G4:
[36] big,data [24] #bigdata,#analytics [20] #ai,#bigdata [15] #bigdata,#ai [14] #iot,#bigdata [12] data,driven [11] #calculus,#math [11] #math,#college [11] #college,#homeworkhelp [11] #homeworkhelp,#mathchat Top Word Pairs in Tweet in G5:
[62] gt,gt [32] big,data [21] #bigdata,#ai [18] #bigdata,#analytics [18] #bigdata,#datascience [16] data,#bigdata [14] #bigdata,#machinelearning [14] check,out [14] #technology,#bigdata [13] #machinelearning,#deeplearning Top Word Pairs in Tweet in G6:
[19] #artificialintelligence,#machinelearning [18] check,out [16] #machinelearning,#deeplearning [15] #bigdata,#machinelearning [15] big,data [15] #industry40,#artificialintelligence [13] #wef,#wto [13] #wto,gt [13] gt,29 [13] #ai,#bigdata Top Word Pairs in Tweet in G7:
[27] #iot,#bigdata [20] #bigdata,#blockchain [17] #cybersecurity,#bigdata [15] #ai,#bigdata [15] #ai,#iot [14] machine,learning [14] #crypto,#cryptotwitter [13] #blockchain,#cybersecurity [13] #bigdata,#iot [13] #security,#cybersecurity Top Word Pairs in Tweet in G8:
[38] transformación,digital [30] estadística,descriptiva [28] introducción,estadística [28] descriptiva,r [28] r,curso [28] curso,online [28] online,donde [28] donde,aprender [28] aprender,utilizar [28] utilizar,entorno Top Word Pairs in Tweet in G9:
[139] #socialmedia,#socialmediamarketing [113] #digitalmarketing,#contentmarketing [99] #blogging,#infographic [98] #contentmarketing,#growthhacking [98] #startup,#seo [97] #growthhacking,#startup [93] #marketing,#influencermarketing [90] #influencermarketing,#blogging [88] #ecommerce,#marketing [84] #socialmediamarketing,#digitalmarketing Top Word Pairs in Tweet in G10:
[23] big,data [13] #bigdata,#analytics [5] #festivalsvilupposostenibile,droni [5] droni,robot [5] robot,ai [5] ai,#blockchain [5] #blockchain,#bigdata [5] #bigdata,tutte [5] tutte,queste [5] queste,tecnologie Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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