The graph represents a network of 5,239 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, 29 April 2019 at 07:20 UTC.
The requested start date was Sunday, 28 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, 11-hour, 10-minute period from Friday, 26 April 2019 at 12:50 UTC to Sunday, 28 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 : 5239
Unique Edges : 8198
Edges With Duplicates : 6705
Total Edges : 14903
Number of Edge Types : 3
Mentions : 10711
Tweet : 4065
Replies to : 127
Self-Loops : 4065
Reciprocated Vertex Pair Ratio : 0.0123876609181443
Reciprocated Edge Ratio : 0.0244721689059501
Connected Components : 931
Single-Vertex Connected Components : 458
Maximum Vertices in a Connected Component : 3136
Maximum Edges in a Connected Component : 12169
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.991332
Graph Density : 0.000303769253143789
Modularity : 0.463611
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1053] #bigdata,#analytics [666] #analytics,#datascience [604] #datascience,#ai [590] big,data [587] #ai,#machinelearning [584] gt,gt [491] #bigdata,#datascience [445] artificial,intelligence [444] #iot,#iiot [415] #iot,#bigdata Top Word Pairs in Tweet in G1:
[444] gt,gt [241] #bigdata,#datascience [201] #bigdata,#analytics [160] #ai,#machinelearning [153] artificial,intelligence [151] #iot,#bigdata [149] #datascience,#ai [130] #ai,#datascience [126] #ai,#iot [105] #datascience,#machinelearning Top Word Pairs in Tweet in G2:
[195] big,data [98] #bigdata,#analytics [94] #bigdata,#ai [68] #bigdata,#iot [50] gt,gt [50] georgios,fradelos [47] data,#bigdata [45] #ai,powered [41] machine,learning [41] fradelos,#company Top Word Pairs in Tweet in G3:
[590] #bigdata,#analytics [464] #analytics,#datascience [394] #datascience,#ai [316] #ai,#machinelearning [288] #iot,#iiot [148] #socialmedia,#socialmediamarketing [135] #bigdata,#datascience [133] #datascience,#machinelearning [127] machine,learning [125] artificial,intelligence Top Word Pairs in Tweet in G4:
[105] apply,now [90] #techjobs,#devjobs [83] #devjobs,apply [72] big,data [49] #ai,#bigdata [49] #big,data [45] #bigdata,#developer [43] #iot,#bigdata [43] artificial,intelligence [41] #ai,#analyst Top Word Pairs in Tweet in G5:
[45] spirosmargaris,jimmarous [45] jimmarous,xbond49 [41] xbond49,psb_dc [39] 20,real [39] real,world [39] world,examples [39] examples,#machinelearning [37] #machinelearning,spirosmargaris [37] psb_dc,ahier [36] ahier,therudingroup Top Word Pairs in Tweet in G6:
[33] #ai,#bigdata [24] #bigdata,#ml [23] #aiio,#bigdata [22] #ml,#nlu [21] #technology,advancements [21] advancements,huge [21] #ml,#cloud [21] #cloud,#iot [21] #ai,#aiio [17] #bigdata,#robotics Top Word Pairs in Tweet in G7:
[15] important,seo [14] seo,tools [13] #onlinemarketing,#ppc [12] best,seo [12] #ppc,#bigdata [12] #bigdata,#seotools [12] need,know [11] tools,tips [11] staggering,90 [11] 90,world Top Word Pairs in Tweet in G8:
[62] machine,learning [59] learning,evolution [59] evolution,complicates [59] complicates,safety [59] safety,#ai [58] #ai,#artificialintelligence [22] #blockchain,#innovation [22] #innovation,#invention [22] #invention,#technology [22] #technology,#mariajohnsen Top Word Pairs in Tweet in G9:
[24] nuestra,profesora [24] profesora,amiga [24] amiga,noeliagorod [24] noeliagorod,imparte [24] imparte,#masterclass [24] #masterclass,#avila [24] #avila,#stem [24] #stem,astitechgroup [24] astitechgroup,crack [23] jamarcosgar,nuestra Top Word Pairs in Tweet in G10:
[13] #bigdata,#ai [11] data,science [10] big,data [9] #bigdata,#datascience [9] #analytics,#bigdata [8] #ai,#bigdata [8] future,data [8] science,more [8] more,slides [8] slides,#bigdataanalytics 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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