The graph represents a network of 2,022 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, 22 June 2022 at 11:33 UTC.
The requested start date was Wednesday, 22 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, 4-hour, 44-minute period from Monday, 20 June 2022 at 05:49 UTC to Tuesday, 21 June 2022 at 10:33 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 : 2022
Unique Edges : 2032
Edges With Duplicates : 14181
Total Edges : 16213
Number of Edge Types : 5
Tweet : 1758
Retweet : 5856
MentionsInRetweet : 7658
Mentions : 889
Replies to : 52
Self-Loops : 1920
Reciprocated Vertex Pair Ratio : 0.0127014218009479
Reciprocated Edge Ratio : 0.0250842381130663
Connected Components : 254
Single-Vertex Connected Components : 165
Maximum Vertices in a Connected Component : 1615
Maximum Edges in a Connected Component : 15643
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.767303
Graph Density : 0.0013072432828202
Modularity : 0.224446
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,022 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, 22 June 2022 at 11:33 UTC.
The requested start date was Wednesday, 22 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, 4-hour, 44-minute period from Monday, 20 June 2022 at 05:49 UTC to Tuesday, 21 June 2022 at 10:33 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:
[2580] #iot,#iiot [1923] #bigdata,#analytics [1369] #ai,#iot [1332] #analytics,#datascience [1317] #ai,#machinelearning [1271] #datascience,#ai [1171] #machinelearning,#iot [758] #machinelearning,#datascience [734] #python,#rstats [707] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[1456] #iot,#iiot [1161] #bigdata,#analytics [792] #analytics,#datascience [758] #datascience,#ai [756] #ai,#machinelearning [749] #ai,#iot [699] #machinelearning,#iot [557] #machinelearning,#datascience [428] #python,#rstats [417] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[132] #ai,#machinelearning [107] #datascience,#python [103] #bigdata,#analytics [81] #python,#programming [76] #iot,#iiot [74] #tech,#innovation [68] #ai,#tech [68] #robotics,#iot [63] #machinelearning,#datascience [63] #analytics,#datascience Top Word Pairs in Tweet in G3:
[258] #iot,#iiot [165] #ai,#iot [162] #iiot,#cx [158] #cx,#machinelearning [146] #machinelearning,#selfdrivingcars [133] #selfdrivingcars,#fashiontech [126] #fashiontech,#smartcity [120] #bigdata,#analytics [93] #machinelearning,#iot [90] #analytics,#datascience Top Word Pairs in Tweet in G4:
[35] sale,rent [35] rent,dan [35] dan,#asia [35] #asia,#banking [35] #banking,#bank [35] #bank,#bigdata [35] #bigdata,#startup [35] #startup,#marketing [35] #marketing,#tech [18] #ai,#iot Top Word Pairs in Tweet in G5:
[100] #bigdata,#analytics [85] #cybersecurity,#bigdata [74] #analytics,#ai [64] #datascience,#sql [64] #iiot,#python [63] #sql,#cybersecurity [62] #ai,#iiot [58] #machinelearning,#datascience [55] #iot,#iiot [48] #python,#rstats Top Word Pairs in Tweet in G6:
[277] #bigdata,#analytics [275] #iot,#iiot [270] #analytics,#datascience [256] #datascience,#ai [242] #ai,#machinelearning [231] #machinelearning,#iot [130] #python,#rstats [119] #iiot,#pytorch [114] #pytorch,#python [73] #iiot,#python Top Word Pairs in Tweet in G7:
[407] #iot,#iiot [260] #pytorch,#cython [246] #cython,#rstats [244] #azure,#pytorch [235] #python,#roblox [235] #roblox,#iot [204] #rstats,#dotnet [204] #javascript,#reactjs [185] #java,#btsv [180] #ai,#iot Top Word Pairs in Tweet in G8:
[34] #ai,#iot [22] #iot,#iiot [17] #bigdata,#analytics [14] ronald_vanloon,pilot [13] #iot,#bigdata [13] #analytics,#datascience [13] #machinelearning,#iot [12] digital,surgery [12] surgery,seen [12] seen,frontier Top Word Pairs in Tweet in G9:
[51] watch,aashish [51] aashish,kshetry [51] kshetry,vp [51] vp,asianpaints [51] asianpaints,manish [51] manish,gupta [51] gupta,group [51] group,cio [51] cio,adityabirlagrp [51] adityabirlagrp,share Top Word Pairs in Tweet in G10:
[18] #iot,#iiot [16] #bigdata,#analytics [11] #analytics,#datascience [10] #ai,#iot [9] #datascience,#ai [7] #include,lt [7] lt,stdioh [7] stdioh,gt [7] #ai,satbirsm [7] satbirsm,#veteransunite 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 G7:
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: