The graph represents a network of 2,721 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, 30 November 2022 at 12:31 UTC.
The requested start date was Wednesday, 30 November 2022 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 4-day, 2-hour, 0-minute period from Friday, 25 November 2022 at 23:00 UTC to Wednesday, 30 November 2022 at 01:00 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 : 2721
Unique Edges : 2828
Edges With Duplicates : 16250
Total Edges : 19078
Number of Edge Types : 5
Retweet : 5940
MentionsInRetweet : 8492
Tweet : 1698
Mentions : 2850
Replies to : 98
Self-Loops : 2443
Reciprocated Vertex Pair Ratio : 0.0194082087177856
Reciprocated Edge Ratio : 0.0380774032459426
Connected Components : 334
Single-Vertex Connected Components : 224
Maximum Vertices in a Connected Component : 2088
Maximum Edges in a Connected Component : 18050
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.470003
Graph Density : 0.000865814903690252
Modularity : 0.224618
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,721 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, 30 November 2022 at 12:31 UTC.
The requested start date was Wednesday, 30 November 2022 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 4-day, 2-hour, 0-minute period from Friday, 25 November 2022 at 23:00 UTC to Wednesday, 30 November 2022 at 01:00 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:
[1590] #bigdata,#analytics [1586] #iot,#iiot [1488] #ai,#machinelearning [1146] #datascience,#ai [1093] #machinelearning,#iot [1080] #analytics,#datascience [994] #python,#rstats [770] #ai,#iot [634] #javascript,#reactjs [626] #pytorch,#python Top Word Pairs in Tweet in G1:
[688] #bigdata,#analytics [680] #iot,#iiot [569] #ai,#machinelearning [486] #datascience,#ai [440] #analytics,#datascience [428] #python,#rstats [428] #machinelearning,#iot [420] #ai,#ml [381] assignment,help [381] quality,assignment Top Word Pairs in Tweet in G2:
[278] #ai,#machinelearning [240] #ai,#iot [149] jblefevre60,#reinvent [111] #bigdata,#analytics [106] #iot,#iiot [103] #machinelearning,#iot [87] #iot,#5g [83] #datascience,#ai [79] #machinelearning,#ai [73] #analytics,#datascience Top Word Pairs in Tweet in G3:
[551] #iot,#iiot [402] #javascript,#reactjs [321] #python,#iot [299] #reactjs,#wordpress [295] #iiot,#pytorch [271] #wordpress,#security [240] #security,#defi [227] #ai,#iot [175] #bigdata,#analytics [164] coffee,talk Top Word Pairs in Tweet in G4:
[303] #bigdata,#analytics [227] #ai,#machinelearning [202] #analytics,#datascience [197] #datascience,#ai [194] #machinelearning,#iot [191] #python,#rstats [186] #iot,#iiot [154] #iiot,#python [115] #rstats,#tensorflow [108] #programming,#coding Top Word Pairs in Tweet in G5:
[29] #ai,#iot [29] udemy,course [25] course,follow [25] free,udemy [25] iot,ai [21] #iot,#ai [19] #bigdata,#analytics [17] aspic,iot [16] ai,クラウドアワード2022 [15] #python,#rstats Top Word Pairs in Tweet in G6:
[261] #bigdata,#analytics [234] #ai,#machinelearning [225] #machinelearning,#iot [219] #analytics,#datascience [218] #datascience,#ai [198] #python,#rstats [194] #iot,#pytorch [183] #pytorch,#python [106] #rstats,#tensorflow [83] cheat,sheet Top Word Pairs in Tweet in G7:
[63] latest,updates [63] service,sharing [63] sharing,latest [63] welcome,sharing [63] updates,service [63] sharing,educative [62] simius_ai,welcome [62] educative,bl Top Word Pairs in Tweet in G8:
[7] #5g,#cloud [7] #ai,#5g [6] #cloud,#edge [6] use,cases [5] defined,turing [5] turing,machine [5] 85,years [5] shaping,machines [5] turing,first [5] month,shaping Top Word Pairs in Tweet in G9:
[17] #bigdata,#analytics [12] #ai,#machinelearning [11] #datascience,#tech [11] #cybersecurity,#bigdata [11] #telegram,#datascience [11] #machinelearning,#datascience [10] essay,pay [10] hmu,quality [10] homework,biology [10] assignment,help Top Word Pairs in Tweet in G10:
[62] #digitalhealth,#socialmedia [34] gt,gt [31] #socialmedia,#digitalmarketing [13] #digitalmarketing,#ai [10] #digitalmarketing,#iot [8] #mhealth,#healthtech [8] health,appoints [8] gt,#digitalhealth [8] officer,#digitalhealth [8] collective,health 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: