The graph represents a network of 1,909 Twitter users whose tweets in the requested range contained "iot ai", 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 11:31 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, 15-hour, 17-minute period from Monday, 06 June 2022 at 08:43 UTC to Wednesday, 08 June 2022 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 : 1909
Unique Edges : 1847
Edges With Duplicates : 14735
Total Edges : 16582
Number of Edge Types : 5
Retweet : 5817
MentionsInRetweet : 7846
Tweet : 1899
Mentions : 935
Replies to : 85
Self-Loops : 2016
Reciprocated Vertex Pair Ratio : 0.0201282902012829
Reciprocated Edge Ratio : 0.0394622723330442
Connected Components : 282
Single-Vertex Connected Components : 199
Maximum Vertices in a Connected Component : 1290
Maximum Edges in a Connected Component : 15577
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.63113
Graph Density : 0.00126620784477807
Modularity : 0.210171
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,909 Twitter users whose tweets in the requested range contained "iot ai", 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 11:31 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, 15-hour, 17-minute period from Monday, 06 June 2022 at 08:43 UTC to Wednesday, 08 June 2022 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 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:
[2818] #iot,#iiot [2300] #datascience,#ai [1988] #ai,#machinelearning [1811] #bigdata,#analytics [1804] #machinelearning,#iot [1665] #ai,#iot [1383] #analytics,#datascience [1126] hey,devs [1126] devs,take [1126] take,survey Top Word Pairs in Tweet in G1:
[142] #ai,#iot [116] #bigdata,#analytics [110] #ai,#machinelearning [103] #iot,#iiot [91] #iot,#5g [77] #machinelearning,#iot [75] #datascience,#ai [66] #analytics,#datascience [65] welcome,#iot [65] #iot,coffee Top Word Pairs in Tweet in G2:
[2160] #iot,#iiot [1660] #datascience,#ai [1358] #ai,#machinelearning [1275] #ai,#iot [1237] #machinelearning,#iot [1081] hey,devs [1081] devs,take [1081] take,survey [1081] survey,win [1036] #python,#ai Top Word Pairs in Tweet in G3:
[49] sale,rent [49] rent,dan [49] #startup,#marketing [49] #marketing,#tech [47] dan,#asia [47] #asia,#banking [47] #banking,#bank [47] #bank,#bigdata [47] #bigdata,#startup [21] #ai,#iot Top Word Pairs in Tweet in G4:
[283] #bigdata,#analytics [184] #cybersecurity,#bigdata [167] #python,#rstats [155] #analytics,#ai [150] #iot,#iiot [146] #iiot,#python [136] #datascience,#ai [134] #ai,#iiot [132] #analytics,#datascience [129] #sql,#cybersecurity Top Word Pairs in Tweet in G5:
[166] ai,iot [166] emerging,technologies [166] technologies,fuel [165] fuel,growth [164] iot,#blockchain [164] #blockchain,#metaverse [164] #metaverse,#robotics [164] #robotics,emerging [162] handshake,future [162] future,ai Top Word Pairs in Tweet in G6:
[107] #ai,#iot [81] #datascience,#ai [78] #bigdata,#analytics [75] #iot,#iiot [70] #analytics,#datascience [70] #ai,#machinelearning [56] #machinelearning,#iot [49] #machinelearning,#ai [44] #iot,cc [42] #deeplearning,#iot Top Word Pairs in Tweet in G7:
[331] #datascience,#ai [329] #bigdata,#analytics [323] #analytics,#datascience [317] #ai,#machinelearning [311] #iot,#iiot [308] #machinelearning,#iot [133] #iiot,#pytorch [121] #pytorch,#python [116] #python,#rstats [105] #iiot,#python Top Word Pairs in Tweet in G8:
[12] 10,technology [12] technology,trends [12] trends,shape [12] shape,coming [12] coming,decade [12] decade,automation [12] automation,rpa [12] rpa,5g [12] 5g,iot [12] iot,cloud Top Word Pairs in Tweet in G9:
[5] #smartcity,osserv_digital [5] osserv_digital,repubblicaaf [5] repubblicaaf,repubblica [5] repubblica,#iot [5] #iot,#5g [5] #5g,#digitalevolution [5] #digitalevolution,#ai [5] #ai,cloud [5] cloud,timbusiness [4] gdt62,#smartcity Top Word Pairs in Tweet in G10:
[11] ran,iot [11] iot,company [11] company,ai [11] ai,company [11] company,became [11] became,web3 [11] web3,company [11] company,three [11] three,faced [11] faced,dreadful Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: