The graph represents a network of 1,382 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 08 June 2022 at 12:20 UTC.
The requested start date was Wednesday, 08 June 2022 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, 18-hour, 56-minute period from Monday, 06 June 2022 at 05:02 UTC to Tuesday, 07 June 2022 at 23:59 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 : 1382
Unique Edges : 986
Edges With Duplicates : 14439
Total Edges : 15425
Number of Edge Types : 5
Retweet : 6258
MentionsInRetweet : 7167
Tweet : 1548
Mentions : 429
Replies to : 23
Self-Loops : 1643
Reciprocated Vertex Pair Ratio : 0.0111331024245423
Reciprocated Edge Ratio : 0.0220210423293369
Connected Components : 62
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 1303
Maximum Edges in a Connected Component : 15286
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.502393
Graph Density : 0.00214142523455077
Modularity : 0.168
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,382 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 08 June 2022 at 12:20 UTC.
The requested start date was Wednesday, 08 June 2022 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, 18-hour, 56-minute period from Monday, 06 June 2022 at 05:02 UTC to Tuesday, 07 June 2022 at 23:59 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 machinelearning
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:
[3075] #bigdata,#analytics [3031] #datascience,#ai [2749] #ai,#machinelearning [2408] #machinelearning,#iot [2064] #analytics,#datascience [1840] #iot,#iiot [1638] #python,#rstats [1455] hey,devs [1455] devs,take [1455] take,survey Top Word Pairs in Tweet in G1:
[331] #bigdata,#analytics [213] #ai,#machinelearning [205] #iot,#iiot [182] #analytics,#datascience [182] #datascience,#ai [176] #machinelearning,#iot [162] #python,#rstats [153] #machinelearning,#datascience [136] #iiot,#python [134] #analytics,#ai Top Word Pairs in Tweet in G2:
[2246] #datascience,#ai [1928] #ai,#machinelearning [1676] #machinelearning,#iot [1641] #bigdata,#analytics [1413] hey,devs [1413] devs,take [1413] take,survey [1413] survey,win [1301] #analytics,#datascience [1084] win,1000 Top Word Pairs in Tweet in G3:
[440] #bigdata,#analytics [377] #cybersecurity,#bigdata [318] #python,#rstats [317] #analytics,#ai [316] #ai,#iiot [300] #iiot,#python [271] #sql,#cybersecurity [263] #machinelearning,#datascience [223] #datascience,#sql [115] #analytics,#datascience Top Word Pairs in Tweet in G4:
[391] #bigdata,#analytics [369] #analytics,#datascience [367] #datascience,#ai [356] #ai,#machinelearning [355] #iot,#iiot [343] #machinelearning,#iot [181] #python,#rstats [167] #iiot,#pytorch [156] #pytorch,#python [130] #iiot,#python Top Word Pairs in Tweet in G5:
[60] #bigdata,#analytics [51] #metaverse,#nfts [50] #cloud,#cybersecurity [50] #web3,#metaverse [49] #cybersecurity,#crypto [49] #crypto,#web3 [49] #tech,#ai [45] #ai,#machinelearning [44] #ai,#nlp [44] #cybersecurity,#bigdata Top Word Pairs in Tweet in G6:
[166] #iot,#iiot [152] #bigdata,#analytics [113] #python,#bigdata [112] #ai,#datascience [108] #analytics,#ai [95] #iiot,#azure [83] #azure,#pytorch [78] #datascience,#iot [58] #pytorch,#cython [55] #datascience,#ai Top Word Pairs in Tweet in G7:
[13] #machinelearning,#datascience [8] #artificialintelligence,#künstlicheintelligenz [8] quality,assignment [8] assignment,help [8] exams,homework [7] #ai,#machinelearning [7] #cybersecurity,#bigdata [7] #100daysofcode,#python [6] #bigdata,#analytics [6] #5g,#100daysofcode Top Word Pairs in Tweet in G8:
[24] #bigdata,#analytics [17] #machinelearning,#python [17] artificial,intelligence [15] #python,#iot [15] #iot,#100daysofcode [14] #ai,#machinelearning [14] #machinelearning,#iot [14] python,libraries [14] libraries,frameworks [14] frameworks,#machinelearning Top Word Pairs in Tweet in G9:
[47] #aiethics,#machinelearning [40] #machinelearning,#ai [35] #ai,#python [15] #python,#deeplearning [12] #machinelearning,#datascience [10] #deeplearning,#iot [9] #cybersecurity,#bigdata [8] dispo,snap [8] snap,dar_me22 [8] dar_me22,télégram Top Word Pairs in Tweet in G10:
[18] artificial,intelligence [16] read,more [13] #machinelearning,#ai [13] #ai,#python [12] #python,#datascience [11] #artificialintelligence,#ai [11] #bigdata,#deeplearning [11] #datascience,#bigdata [9] #machinelearning,#datascience [8] #deeplearning,#iot Top Replied-To in Entire Graph:
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Top Replied-To in G4:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: