The graph represents a network of 3,322 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 Wednesday, 27 March 2019 at 20:18 UTC.
The requested start date was Wednesday, 27 March 2019 at 20:16 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 18-hour, 56-minute period from Wednesday, 27 March 2019 at 01:19 UTC to Wednesday, 27 March 2019 at 20:16 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 : 3322
Unique Edges : 4082
Edges With Duplicates : 2886
Total Edges : 6968
Self-Loops : 2807
Reciprocated Vertex Pair Ratio : 0.00720461095100865
Reciprocated Edge Ratio : 0.0143061516452074
Connected Components : 1069
Single-Vertex Connected Components : 676
Maximum Vertices in a Connected Component : 1479
Maximum Edges in a Connected Component : 4455
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.470829
Graph Density : 0.000316795261069207
Modularity : 0.50808
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[608] #bigdata,#analytics [444] gt,gt [443] big,data [312] #datascience,#ai [297] #iot,#bigdata [240] #ai,#iot [229] #ai,#machinelearning [227] #ai,#bigdata [211] #bigdata,#ai [210] #analytics,#datascience Top Word Pairs in Tweet in G1:
[136] big,data [99] more,info [66] apply,now [53] info,#bigdata [48] #techjobs,#devjobs [47] #devjobs,apply [45] gt,gt [44] #iot,#bigdata [40] usa,more [40] #big,data Top Word Pairs in Tweet in G2:
[324] gt,gt [81] #ai,#iot [77] #iot,#bigdata [68] #bigdata,#iot [64] mikequindazzi,gt [55] #cybersecurity,#bigdata [42] #iot,#iiot [41] #fintech,#iot [39] #machinelearning,#deeplearning [38] #bigdata,#machinelearning Top Word Pairs in Tweet in G3:
[57] #bigdata,#ai [54] big,data [48] #bigdata,#analytics [44] #ai,powered [39] gt,gt [35] gfaccord,#bigdata [33] georgios,fradelos [31] #bigdata,#hadoop [31] powered,#global [28] gf,accord Top Word Pairs in Tweet in G4:
[366] #bigdata,#analytics [274] #datascience,#ai [145] #analytics,#datascience [144] #machinelearning,#datascience [142] #iot,#iiot [116] #ai,#machinelearning [105] #ai,#iot [97] #analytics,#machinelearning [90] #machinelearning,#iot [59] #iiot,#pytorch Top Word Pairs in Tweet in G5:
[32] big,data [31] #ai,#machinelearning [23] #artificialintelligence,#ai [22] #machinelearning,#ml [22] read,more [20] more,here [15] #ai,#bigdata [14] #dl,#bigdata [13] businesses,work [13] work,reduce Top Word Pairs in Tweet in G6:
[29] day,#data [29] #data,#iot [29] #iot,#bigdata [29] #bigdata,#smm [29] #smm,#fintech [29] #fintech,#4ir [29] #4ir,#contentmarketing [29] #contentmarketing,#digitaltransformation [28] helene_wpli,day [27] #digitaltransformation,mt Top Word Pairs in Tweet in G7:
[12] big,data [10] #ai,#bigdata [8] #bigdata,#ai [8] #bigdata,#analytics [7] #data,#bigdata [6] gt,gt [5] #ai,#ml [5] #iot,#bigdata [5] corporate,track [5] track,#obdd Top Word Pairs in Tweet in G8:
[18] big,data [12] sabes,qué [12] qué,cómo [12] cómo,utilizar [12] utilizar,#tecnologías [12] #tecnologías,#bigdata [12] #bigdata,curso [12] curso,introducción [12] introducción,tecnologías [12] tecnologías,big Top Word Pairs in Tweet in G9:
[28] video,analytics [28] analytics,data [28] data,boom [23] boom,#ai [23] #ai,#bigdata [23] #bigdata,#videoanalytics [22] technative,video [9] #ai,#technology [9] #technology,#artificialintelligence [9] #artificialintelligence,#tech Top Word Pairs in Tweet in G10:
[26] #dataviz,#bigdata [15] big,data [10] oc,#dataviz [6] #datascience,#bigdata [5] data,#bigdata [4] #bigdata,#datascience [4] gt,gt [4] #artificialintelligence,#ai [4] data,science [4] #bi,#analytics Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: