The graph represents a network of 1,872 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, 16 February 2022 at 12:44 UTC.
The requested start date was Wednesday, 16 February 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 1-day, 21-hour, 55-minute period from Monday, 14 February 2022 at 03:01 UTC to Wednesday, 16 February 2022 at 00:57 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 : 1872
Unique Edges : 2918
Edges With Duplicates : 16237
Total Edges : 19155
Number of Edge Types : 5
MentionsInRetweet : 9672
Mentions : 1811
Retweet : 6588
Replies to : 75
Tweet : 1009
Self-Loops : 1121
Reciprocated Vertex Pair Ratio : 0.0204179294943372
Reciprocated Edge Ratio : 0.0400187587931843
Connected Components : 192
Single-Vertex Connected Components : 123
Maximum Vertices in a Connected Component : 1547
Maximum Edges in a Connected Component : 18669
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.443561
Graph Density : 0.00182640344986684
Modularity : 0.202465
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,872 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, 16 February 2022 at 12:44 UTC.
The requested start date was Wednesday, 16 February 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 1-day, 21-hour, 55-minute period from Monday, 14 February 2022 at 03:01 UTC to Wednesday, 16 February 2022 at 00:57 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:
[2263] #iot,#iiot [1646] #bigdata,#analytics [1379] #datascience,#ai [1335] #analytics,#datascience [1226] #ai,#iot [1033] #ai,#machinelearning [1032] #machinelearning,#iot [667] #iiot,#pytorch [584] #python,#ai [582] #python,#rstats Top Word Pairs in Tweet in G1:
[265] #ai,#iot [83] #iot,#iiot [78] #machinelearning,#ai [72] #bigdata,#analytics [64] #iot,#bigdata [58] 2022,#ai [55] #ai,#ml [55] #python,#nodejs [51] #deeplearning,#iot [50] mt,mikequindazzi Top Word Pairs in Tweet in G2:
[1155] #bigdata,#analytics [1143] #iot,#iiot [1038] #datascience,#ai [979] #analytics,#datascience [728] #ai,#machinelearning [728] #machinelearning,#iot [404] #iiot,#pytorch [381] #python,#rstats [334] #ai,#iot [290] #ai,#datascience Top Word Pairs in Tweet in G3:
[853] #iot,#iiot [479] #ai,#iot [394] #python,#ai [341] #javascript,#reactjs [287] #reactjs,#wordpress [272] #pytorch,#javascript [271] #wordpress,#security [257] #iiot,#azure [215] #security,#defi [211] #bigdata,#analytics Top Word Pairs in Tweet in G4:
[14] #ai,#iot [10] #ai,#machinelearning [9] ai,iot [9] #iot,#ai [6] internet,things [6] machine,learning [6] #artificialintelligence,#ai [6] #machinelearning,#technology [6] #technology,#datascience [5] fi,halow Top Word Pairs in Tweet in G5:
[163] #bigdata,#analytics [157] #analytics,#datascience [140] #iot,#iiot [137] #datascience,#ai [134] #machinelearning,#iot [133] #ai,#machinelearning [60] #python,#rstats [59] #iiot,#python [46] #iiot,#pytorch [41] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[18] #iot,#ai [18] #digitalhealth,#socialmedia [16] #ai,#iot [14] #machinelearning,#deeplearning [12] #deeplearning,#mlsogood [12] gt,gt [11] #aiart,#machinelearning [9] digital,health [8] #analytics,#ai [8] health,world Top Word Pairs in Tweet in G7:
[189] sign,free [189] free,middlemen [153] #programming,#coding [149] #java,#programming [149] #coding,#100daysofcode [126] #hiring,sign [90] jobpreference,#hiring [87] middlemen,#jobs [87] #jobs,#java [73] #100daysofcode,#devcom Top Word Pairs in Tweet in G8:
[10] #iot,#ai [9] grab,go [9] go,#shopping [9] #shopping,#bigdata [9] #bigdata,#4ir [9] #4ir,#paytech [9] #paytech,#fintech [9] #fintech,#rpa [9] #rpa,#tech [9] #tech,#iot Top Word Pairs in Tweet in G9:
[86] welcome,#iot [86] #iot,coffee [86] coffee,talk [86] chat,#digital [86] #digital,#iiot [83] #iiot,#automation [64] #automation,#digitaltwins [52] #digitaltwins,#edge [44] #edge,#cloud [41] #cloud,#digitaltransformation Top Word Pairs in Tweet in G10:
[19] #technews,#technology [15] #technology,#futuretech [13] #ml,#rpa [12] #futuretech,#ai [12] #ai,#ml [12] #rpa,#iot [9] #iot,#it [9] #it,#cloud [8] #cloud,#security [5] jackiemorelli,#hclswlobp Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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 G9:
Top Tweeters in G10: