The graph represents a network of 1,329 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 20 November 2020 at 11:41 UTC.
The requested start date was Friday, 20 November 2020 at 01:01 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, 16-hour, 3-minute period from Tuesday, 17 November 2020 at 08:49 UTC to Friday, 20 November 2020 at 00:53 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 : 1329
Unique Edges : 1448
Edges With Duplicates : 15178
Total Edges : 16626
Number of Edge Types : 5
Retweet : 6869
MentionsInRetweet : 8316
Mentions : 800
Tweet : 631
Replies to : 10
Self-Loops : 783
Reciprocated Vertex Pair Ratio : 0.0106646825396825
Reciprocated Edge Ratio : 0.0211042944785276
Connected Components : 55
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 1251
Maximum Edges in a Connected Component : 16521
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.403987
Graph Density : 0.00230889698749853
Modularity : 0.161456
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,329 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 20 November 2020 at 11:41 UTC.
The requested start date was Friday, 20 November 2020 at 01:01 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, 16-hour, 3-minute period from Tuesday, 17 November 2020 at 08:49 UTC to Friday, 20 November 2020 at 00:53 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 ai
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:
[2952] #bigdata,#analytics [2768] #iot,#iiot [2491] #datascience,#ai [2459] #analytics,#datascience [1997] #ai,#machinelearning [1459] #machinelearning,#iot [971] #iiot,#python [968] #machinelearning,#bigdata [863] #ai,#iot [821] #rstats,#reactjs Top Word Pairs in Tweet in G1:
[215] #bigdata,#analytics [194] #iot,#iiot [185] #datascience,#ai [169] #analytics,#datascience [154] #ai,#machinelearning [126] #machinelearning,#bigdata [107] ingliguori,#digitaltransformation [103] #digitaltransformation,#machinelearning [90] #machinelearning,#iot [82] #ai,#iot Top Word Pairs in Tweet in G2:
[2131] #bigdata,#analytics [1866] #iot,#iiot [1768] #analytics,#datascience [1753] #datascience,#ai [1444] #ai,#machinelearning [1080] #machinelearning,#iot [645] #iiot,#python [609] #rstats,#reactjs [590] #machinelearning,#bigdata [541] #ai,#iot Top Word Pairs in Tweet in G3:
[152] #iot,#iiot [108] #datascience,#ai [100] #bigdata,#analytics [75] #ai,#machinelearning [75] #analytics,#datascience [68] #bigdata,#datascience [55] #digitaltransformation,#machinelearning [53] #iiot,#iotpl [48] #machinelearning,#iot [36] iot,coffee Top Word Pairs in Tweet in G4:
[157] #iot,#iiot [137] #rstats,#reactjs [117] #analytics,#machinelearning [113] #machinelearning,#ai [99] #ai,#iot [74] #vr,#mr [69] interaction,sensor [69] sensor,use [69] use,radar [69] radar,translate Top Word Pairs in Tweet in G5:
[315] #bigdata,#analytics [303] #analytics,#datascience [297] #datascience,#ai [259] #ai,#machinelearning [228] #iot,#iiot [203] #machinelearning,#iot [148] #iiot,#python [96] #python,#rstats [49] #javascript,#reactjs [46] #cloudcomputing,#serverless Top Word Pairs in Tweet in G6:
[181] #machinelearning,#bigdata [153] #bigdata,#analytics [115] #analytics,#datascience [113] #datascience,#ai [101] #iot,#iiot [100] 100,#udemycoupon [100] #udemycoupon,#machinelearning [85] #ai,#iot [85] #iiot,#python [82] #python,#rstats Top Word Pairs in Tweet in G7:
[7] two,main [7] main,urban [7] urban,problems [7] problems,iot [7] iot,ai [7] ai,solve [6] replacing,human [6] human,driver [6] driver,means [6] means,having Top Word Pairs in Tweet in G8:
[16] #iot,#iiot [9] #ai,#ml [7] #bigdata,#analytics [7] 20,#5g [7] #5g,use [7] use,cases [7] cases,#ai [7] #ml,#iot [7] #iiot,#digitalhealth [7] #digitalhealth,#blockchain Top Word Pairs in Tweet in G9:
[19] #bigdata,#analytics [12] #ai,#machinelearning [12] #analytics,#datascience [12] #datascience,#ai [11] look,complete [11] complete,#infographic [11] #infographic,simple [11] simple,definition [11] definition,#bigdata [11] #bigdata,concepts Top Word Pairs in Tweet in G10:
[27] #iot,#iiot [20] #cybercrimes,300 [20] 300,march [20] march,#cyberthreats [20] #cyberthreats,extending [20] extending,converging [20] converging,#iot [20] #iiot,here's [20] here's,guide [20] guide,holistic Top Replied-To in Entire Graph:
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Top Replied-To in G3:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: