The graph represents a network of 2,070 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, 17 August 2022 at 11:27 UTC.
The requested start date was Wednesday, 17 August 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, 9-minute period from Monday, 15 August 2022 at 05:51 UTC to Wednesday, 17 August 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 : 2070
Unique Edges : 2134
Edges With Duplicates : 13873
Total Edges : 16007
Number of Edge Types : 5
Retweet : 5561
MentionsInRetweet : 7443
Mentions : 975
Tweet : 1975
Replies to : 53
Self-Loops : 2191
Reciprocated Vertex Pair Ratio : 0.00881901840490797
Reciprocated Edge Ratio : 0.0174838464462182
Connected Components : 303
Single-Vertex Connected Components : 219
Maximum Vertices in a Connected Component : 1614
Maximum Edges in a Connected Component : 15367
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.684971
Graph Density : 0.00122862686588074
Modularity : 0.221867
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,070 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, 17 August 2022 at 11:27 UTC.
The requested start date was Wednesday, 17 August 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, 9-minute period from Monday, 15 August 2022 at 05:51 UTC to Wednesday, 17 August 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:
[2266] #bigdata,#analytics [1726] #iot,#iiot [1360] #analytics,#datascience [1250] #ai,#ml [1185] #datascience,#ai [1170] #ai,#machinelearning [1049] #machinelearning,#iot [875] #iiot,#python [815] #python,#rstats [675] #ai,#iot Top Word Pairs in Tweet in G1:
[1382] #bigdata,#analytics [1025] #iot,#iiot [853] #analytics,#datascience [791] #ai,#ml [698] #datascience,#ai [661] #ai,#machinelearning [604] #machinelearning,#iot [523] #iiot,#python [507] #python,#rstats [503] #ml,#iot Top Word Pairs in Tweet in G2:
[387] #bigdata,#analytics [309] #iot,#iiot [163] #ai,#ml [155] #analytics,#datascience [136] #datascience,#ai [131] #ai,#machinelearning [129] #javascript,#reactjs [128] #machinelearning,#datascience [118] #iiot,#pytorch [117] #cybersecurity,#bigdata Top Word Pairs in Tweet in G3:
[83] #ai,#machinelearning [66] #machinelearning,#iot [52] #iot,#ai [51] #bigdata,#analytics [45] amazing,#firefighting [45] #firefighting,tech [45] tech,#iot [45] #ai,#firefighters [44] evankirstel,amazing [33] #iot,#iiot Top Word Pairs in Tweet in G4:
[36] #ai,#iot [14] iot,ai [13] ai,iot [13] #artificialintelligence,#ai [12] #iot,#data [12] daily,#ai [12] #リカレント教育,#オブジェクト指向 [12] #オブジェクト指向,#ai [12] #iot,#圏論 [12] #圏論,#集合論 Top Word Pairs in Tweet in G5:
[106] artificial,intelligence [96] #ai,#iot [87] read,more [72] #machinelearning,#ai [51] #deeplearning,#iot [50] #ai,#ml [49] #bigdata,#deeplearning [46] #bigdata,#analytics [46] #iot,mt [39] #iot,#iiot Top Word Pairs in Tweet in G6:
[269] #bigdata,#analytics [256] #analytics,#datascience [256] #datascience,#ai [237] #iot,#iiot [231] #ai,#machinelearning [215] #machinelearning,#iot [131] #iiot,#python [87] #python,#rstats [63] #iiot,#pytorch [62] #pytorch,#python Top Word Pairs in Tweet in G7:
[151] #ai,#ml [148] #artificialintelligence,#ai [148] #ml,#datascience [148] #datascience,#datascientists [94] machine,learning [89] learning,algorithms [88] top,machine [88] algorithms,predictions [88] predictions,#artificialintelligence [86] bdanalyticsnews,top Top Word Pairs in Tweet in G8:
[74] #bigdata,#analytics [69] #cybersecurity,#bigdata [63] #analytics,#ai [58] #sql,#cybersecurity [58] cheat,sheet [56] #datascience,#sql [55] #machinelearning,#datascience [54] #ai,#iiot [51] #iiot,#python [46] #python,#rstats Top Word Pairs in Tweet in G9:
[34] #iot,#iiot [30] #python,#rstats [28] #machinelearning,#ai [28] #ai,#python [26] #analytics,#machinelearning [26] #reactjs,#iot [25] meet,robot [25] robot,learning [25] learning,assemble [25] assemble,ikea Top Word Pairs in Tweet in G10:
[283] #seo,#google [242] #google,#apple [207] #apple,#ios [111] #ios,#cybersecurity [49] #cybersecurity,#robotics [27] #robotics,#iot [27] #iot,#ai [22] #ai,#iot [17] #iot,#5g [15] #selfdrivingcars,#ai Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G9:
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: