The graph represents a network of 1,391 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 23 October 2020 at 10:22 UTC.
The requested start date was Friday, 23 October 2020 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 2-day, 9-hour, 51-minute period from Tuesday, 20 October 2020 at 13:34 UTC to Thursday, 22 October 2020 at 23:26 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 : 1391
Unique Edges : 1394
Edges With Duplicates : 15430
Total Edges : 16824
Number of Edge Types : 5
Retweet : 7063
MentionsInRetweet : 8572
Mentions : 574
Tweet : 613
Replies to : 2
Self-Loops : 725
Reciprocated Vertex Pair Ratio : 0.0122077922077922
Reciprocated Edge Ratio : 0.0241211188093405
Connected Components : 23
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 1361
Maximum Edges in a Connected Component : 16778
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.076194
Graph Density : 0.00201552632803893
Modularity : 0.16112
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,391 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 23 October 2020 at 10:22 UTC.
The requested start date was Friday, 23 October 2020 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 2-day, 9-hour, 51-minute period from Tuesday, 20 October 2020 at 13:34 UTC to Thursday, 22 October 2020 at 23:26 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 : iiot 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:
[4664] #bigdata,#analytics [4258] #iot,#iiot [4029] #analytics,#datascience [3256] #datascience,#ai [2514] #ai,#machinelearning [2024] #machinelearning,#iot [1892] #python,#rstats [1727] #iiot,#python [1132] #iiot,#pytorch [1027] #pytorch,#python Top Word Pairs in Tweet in G1:
[805] #bigdata,#analytics [689] #iot,#iiot [654] #analytics,#datascience [479] #datascience,#ai [454] #python,#rstats [371] #ai,#machinelearning [326] #machinelearning,#iot [302] #iiot,#python [252] #iiot,#pytorch [250] #pytorch,#python Top Word Pairs in Tweet in G2:
[537] #iot,#iiot [517] #bigdata,#analytics [452] #analytics,#datascience [441] #datascience,#ai [321] #ai,#machinelearning [230] #machinelearning,#iot [200] #python,#rstats [180] #iiot,#python [146] #bigdata,#datascience [140] #iiot,#iotpl Top Word Pairs in Tweet in G3:
[3178] #bigdata,#analytics [2875] #iot,#iiot [2784] #analytics,#datascience [2220] #datascience,#ai [1726] #ai,#machinelearning [1396] #machinelearning,#iot [1187] #iiot,#python [1168] #python,#rstats [709] #iiot,#pytorch [615] #pytorch,#python Top Word Pairs in Tweet in G4:
[129] #bigdata,#analytics [118] #iot,#iiot [110] #analytics,#datascience [91] ingliguori,#digitaltransformation [90] #datascience,#ai [78] #ai,#machinelearning [57] #machinelearning,#iot [50] #python,#rstats [49] extracting,business [49] business,value Top Word Pairs in Tweet in G5:
[27] #artificialintelligence,#machinelearning [20] #machinelearning,#datascience [19] quick,guide [19] guide,#artificialintelligence [19] #datascience,#deeplearning [19] #deeplearning,theinsaneapp [18] #machinelearning,#deeplearning [18] haroldsinnott,quick [18] theinsaneapp,#digitaltransf [17] ways,#artificialintelligence Top Word Pairs in Tweet in G6:
[38] #digitaltransformation,#machinelearning [22] covid,19 [19] seven,lessons [19] lessons,covid [19] 19,taught [19] taught,data [19] data,strategy [19] strategy,#digitaltransformation [19] #ai,tech [19] tech,review Top Word Pairs in Tweet in G7:
[8] #bigdata,#analytics [7] #iot,#iiot [7] digital,transformation [6] #analytics,#datascience [6] #ai,#iot [5] #datascience,#ai [5] #ai,#machinelearning [5] read,more [5] ronald_vanloon,#datascience [5] #datascience,#manufacturing Top Word Pairs in Tweet in G8:
[6] phone,data [6] free,sample [5] #iiot,#bigdata [5] data,list [5] list,purchase [5] reliability,maintenance [5] drilling,cos [4] purchase,corrosion [4] corrosion,reliability [4] maintenance,drilling Top Word Pairs in Tweet in G9:
[2] #artificialintelligence,ecosystem [2] ecosystem,#iot [2] #iot,#analytics [2] #analytics,#iiot [2] #iiot,#innovation [2] #innovation,#machinelearning [2] #machinelearning,#bi [2] #bi,#ai [2] #ai,#bigdata [2] #bigdata,amardeeppanesa1 Top Word Pairs in Tweet in G10:
[7] #cloud,#robotic [7] #robotic,#iot [7] #iot,#ai [7] #ai,#futureofwork [7] #futureofwork,#iotpl [7] #iotpl,#iiot [5] #bigdata,#cloud [5] #iiot,#machinelearning [4] big,data [3] data,generate Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: