The graph represents a network of 3,182 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, 08 June 2020 at 15:16 UTC.
The requested start date was Monday, 08 June 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 1-day, 20-hour, 13-minute period from Saturday, 06 June 2020 at 03:47 UTC to Monday, 08 June 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 : 3182
Unique Edges : 3562
Edges With Duplicates : 18949
Total Edges : 22511
Number of Edge Types : 5
Retweet : 7956
MentionsInRetweet : 10627
Mentions : 1419
Replies to : 35
Tweet : 2474
Self-Loops : 2821
Reciprocated Vertex Pair Ratio : 0.00781904495950852
Reciprocated Edge Ratio : 0.0155167636464395
Connected Components : 462
Single-Vertex Connected Components : 294
Maximum Vertices in a Connected Component : 2413
Maximum Edges in a Connected Component : 21469
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.356823
Graph Density : 0.000713104263984125
Modularity : 0.234499
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 3,182 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, 08 June 2020 at 15:16 UTC.
The requested start date was Monday, 08 June 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 1-day, 20-hour, 13-minute period from Saturday, 06 June 2020 at 03:47 UTC to Monday, 08 June 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:
[504] #bigdata,#analytics [443] #analytics,#datascience [336] #iot,#iiot [290] #datascience,#ai [288] #ai,#machinelearning [259] #python,#rstats [163] #iiot,#python [163] #machinelearning,#iot [149] data,science [147] #datascience,#iot Top Word Pairs in Tweet in G3:
[1860] #bigdata,#analytics [1580] #analytics,#datascience [1140] #iot,#iiot [1020] #datascience,#ai [850] #ai,#machinelearning [761] #iiot,#python [646] #python,#rstats [452] #machinelearning,#iot [383] #datascience,#iot [365] #ai,#iot Top Word Pairs in Tweet in G4:
[1135] daily,#bigdata [921] big,data [816] artificial,intelligence [687] machine,learning [522] #bigdata,#machinelearning [510] #bigdata,#datascience [501] #iot,#bigdata [373] data,science [181] #ai,#bigdata [166] #artificialintelligence,#ai Top Word Pairs in Tweet in G5:
[32] big,data [27] data,science [20] #bigdata,#analytics [14] #bigdata,#learning [14] #analytics,#datascience [13] #bigdata,#ai [10] #artificialintelligence,#bigdata [10] artificial,intelligence [8] top,data [7] digital,transformation Top Word Pairs in Tweet in G6:
[98] #programming,#softwareengineering [61] #softwareengineering,#bigdata [44] #bigdata,#datascience [30] #bigdata,#analytics [29] smart,farming [27] farming,crossroad [26] crossroad,agriculture [26] agriculture,iot [25] iot,#iot [25] #iot,#internetofthings Top Word Pairs in Tweet in G7:
[51] gt,gt [46] colleges,digital [25] digital,marketing [21] marketing,ep1 [21] ep1,#digitalmarketing [21] #digitalmarketing,#growthhacking [21] #growthhacking,#startups [21] #startups,#makeyourownlane [21] #makeyourownlane,#seo [21] #seo,#marketing Top Word Pairs in Tweet in G8:
[32] #bigdata,data [28] data,faux [28] faux,monnayeurs [28] monnayeurs,l'information [28] l'information,l'essayiste [28] l'essayiste,idrissaberkane [28] idrissaberkane,analyse [28] analyse,dangers [28] dangers,datacratie [28] valeurs,#bigdata Top Word Pairs in Tweet in G9:
[16] #ai,#machinelearning [16] #bigdata,#datascience [16] jblefevre60,ai [16] ai,predict [16] predict,startup [16] startup,become [16] become,unicorn [16] unicorn,#ai [13] #machinelearning,#bigdata [12] #datascience,wef Top Word Pairs in Tweet in G10:
[37] في,حديثي [24] حديثي,اليوم [21] اليوم,ال [21] ال,#ثريد [21] #ثريد,سأكمل [21] سأكمل,عن [21] عن,#bigdata [21] #bigdata,البيانات [21] البيانات,الضخمة [21] الضخمة,من Top Replied-To in Entire Graph:
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Top Replied-To in G7:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: