The graph represents a network of 1,253 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 06 October 2021 at 12:02 UTC.
The requested start date was Wednesday, 06 October 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 21-hour, 31-minute period from Monday, 04 October 2021 at 02:28 UTC to Wednesday, 06 October 2021 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 : 1253
Unique Edges : 1456
Edges With Duplicates : 14904
Total Edges : 16360
Number of Edge Types : 5
Mentions : 472
Retweet : 6678
MentionsInRetweet : 8227
Tweet : 970
Replies to : 13
Self-Loops : 1080
Reciprocated Vertex Pair Ratio : 0.00637484062898428
Reciprocated Edge Ratio : 0.0126689189189189
Connected Components : 89
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 1132
Maximum Edges in a Connected Component : 16202
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.336743
Graph Density : 0.00301895259683469
Modularity : 0.170196
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,253 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 06 October 2021 at 12:02 UTC.
The requested start date was Wednesday, 06 October 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 21-hour, 31-minute period from Monday, 04 October 2021 at 02:28 UTC to Wednesday, 06 October 2021 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 : iot 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 Entire Graph:
[3239] #bigdata,#analytics [2916] #analytics,#datascience [2639] #iot,#iiot [1689] #datascience,#ai [1461] #python,#rstats [1342] #ai,#machinelearning [1168] #datascience,#iot [1131] #iiot,#pytorch [1091] #machinelearning,#iot [882] #pytorch,#python Top Word Pairs in Tweet in G1:
[2189] #bigdata,#analytics [1969] #analytics,#datascience [1800] #iot,#iiot [1139] #datascience,#ai [986] #python,#rstats [863] #ai,#machinelearning [775] #datascience,#iot [734] #iiot,#pytorch [727] #machinelearning,#iot [567] #iiot,#python Top Word Pairs in Tweet in G2:
[324] #bigdata,#analytics [277] #analytics,#datascience [240] #iot,#iiot [197] #iot,#bigdata [179] #ai,#iot [162] #datascience,#ai [152] #machinelearning,#ai [138] #python,#rstats [138] #ai,#machinelearning [129] artificial,intelligence Top Word Pairs in Tweet in G3:
[458] #bigdata,#analytics [444] #analytics,#datascience [380] #iot,#iiot [241] #datascience,#ai [221] #python,#rstats [208] #iiot,#pytorch [198] #datascience,#iot [198] #ai,#machinelearning [175] #machinelearning,#iot [169] #pytorch,#python Top Word Pairs in Tweet in G4:
[103] #bigdata,#analytics [83] #analytics,#datascience [72] #iot,#iiot [61] #ai,#datascience [58] #digital,#tech [58] #tech,#cloud [56] #datascience,#finserv [54] #cloud,#ai [51] #datascience,#ai [44] #machinelearning,#ai Top Word Pairs in Tweet in G5:
[137] #bigdata,#analytics [121] #analytics,#datascience [121] #iot,#iiot [109] #machinelearning,#ai [100] #ai,#python [93] #ai,#datascience [81] #ai,#machinelearning [80] #datascience,#ai [78] #python,#rstats [70] #machinelearning,#bigdata Top Word Pairs in Tweet in G6:
[6] #ai,#ml [6] #iot,#iiot [5] #technology,#infosec [5] #infosec,#security [5] #security,#iot [5] #iiot,#chatbots [5] #chatbots,#bigdata [5] #bigdata,#ai [5] #ml,#dl [5] #dl,#ar Top Word Pairs in Tweet in G7:
[64] artificial,intelligence [42] read,more [20] #bigdata,#analytics [19] #analytics,#datascience [16] #ai,#machinelearning [16] #iot,#iiot [14] #artificialintelligence,#ai [14] #datascience,#ai [12] #cassandra,#kafka [11] #machinelearning,#iot Top Word Pairs in Tweet in G8:
[3] #bigdata,#analytics [2] #blockchain,revolutionize [2] revolutionize,supply [2] supply,chain [2] chain,#infographic [2] #infographic,cc [2] cc,fisher85m [2] fisher85m,brettking [2] brettking,fgraillot [2] fgraillot,cgledhill Top Word Pairs in Tweet in G9:
[5] data,science [3] love,data [3] science,#python [3] #python,#statistics [3] #statistics,#java [3] #java,#c [3] #c,#javascript [3] #javascript,#pythonprogramming [3] #pythonprogramming,#datascience [3] #datascience,#bigdata Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: