The graph represents a network of 3,341 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, 25 May 2020 at 15:15 UTC.
The requested start date was Monday, 25 May 2020 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 2-day, 1-hour, 21-minute period from Friday, 22 May 2020 at 22:39 UTC to Monday, 25 May 2020 at 00:00 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 : 3341
Unique Edges : 2985
Edges With Duplicates : 19898
Total Edges : 22883
Number of Edge Types : 5
Retweet : 8033
MentionsInRetweet : 10424
Mentions : 2182
Tweet : 2206
Replies to : 38
Self-Loops : 2520
Reciprocated Vertex Pair Ratio : 0.00873485488870104
Reciprocated Edge Ratio : 0.0173184357541899
Connected Components : 408
Single-Vertex Connected Components : 247
Maximum Vertices in a Connected Component : 2633
Maximum Edges in a Connected Component : 21939
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.580025
Graph Density : 0.00064163800504349
Modularity : 0.22276
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 3,341 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, 25 May 2020 at 15:15 UTC.
The requested start date was Monday, 25 May 2020 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 2-day, 1-hour, 21-minute period from Friday, 22 May 2020 at 22:39 UTC to Monday, 25 May 2020 at 00:00 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #bigdata
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in G2:
[339] #bigdata,#analytics [261] #analytics,#datascience [235] #datascience,#ai [232] #iot,#iiot [196] #ai,#machinelearning [195] #machinelearning,#iot [153] #python,#rstats [133] #iiot,#python [126] #iiot,#pytorch [111] machine,learning Top Word Pairs in Tweet in G3:
[2129] #bigdata,#analytics [1769] #analytics,#datascience [1388] #iot,#iiot [1265] #datascience,#ai [1101] #ai,#machinelearning [819] #machinelearning,#iot [645] #iiot,#python [583] #python,#rstats [389] #rstats,#tensorflow [350] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[707] #bigdata,#datascience [568] #datascience,#ai [532] #bigdata,#analytics [414] #ai,#machinelearning [369] #iot,#iiot [315] #analytics,#datascience [273] #machinelearning,#iot [267] #python,#rstats [163] #datascience,#machinelearning [140] resources,#predictiveanalytics Top Word Pairs in Tweet in G5:
[134] #iot,#bigdata [117] big,data [98] artificial,intelligence [79] daily,#bigdata [76] gt,gt [75] read,more [46] #bigdata,#machinelearning [29] covid,19 [28] #bigdata,#datascience [26] #ai,#bigdata Top Word Pairs in Tweet in G6:
[29] #bigdata,#analytics [23] #ai,#iot [17] #datascience,#ai [14] #digitalmarketing,#growthhacking [14] #growthhacking,#startups [13] #startups,#makeyourownlane [11] #makeyourownlane,#seo [11] #seo,#marketing [10] #bigdata,#datascience [9] #python,#rstats Top Word Pairs in Tweet in G7:
[85] #theinsaneapp,#machinelearning [68] #artificialintelligence,#ml [62] #ml,#ai [52] #ai,#bigdata [52] #machinelearning,#artificialintelligence [52] #bigdata,#datascience [52] machine,learning [52] #datascience,#iot [50] #bigdata,#analytics [48] #analytics,#datascience Top Word Pairs in Tweet in G8:
[73] #bigdata,#ai [55] #it,#ites [55] #ites,#mfg [55] #mfg,#sme [53] #datalists,#it [45] #sme,#software [40] #ai,powered [38] big,data [33] gfaccord,#bigdata [31] powered,#global Top Word Pairs in Tweet in G9:
[32] immune,system [32] system,macrophage [31] macrophage,large [30] large,senses [27] senses,intruder [26] intruder,zymosan [25] zymosan,chase [24] chase,ends [19] primary_immune,immune [18] ends,macrophage Top Word Pairs in Tweet in G10:
[65] modern,iot [65] iot,deployments [65] deployments,involve [65] involve,thousands [65] thousands,devices [65] devices,connected [65] connected,relatively [65] relatively,small [64] small,areas [64] areas,use Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: