The graph represents a network of 1,935 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, 28 April 2021 at 11:41 UTC.
The requested start date was Wednesday, 28 April 2021 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, 16-hour, 9-minute period from Monday, 26 April 2021 at 07:51 UTC to Wednesday, 28 April 2021 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 : 1935
Unique Edges : 2409
Edges With Duplicates : 15129
Total Edges : 17538
Number of Edge Types : 5
Tweet : 2349
Retweet : 6036
MentionsInRetweet : 7827
Mentions : 1254
Replies to : 72
Self-Loops : 2554
Reciprocated Vertex Pair Ratio : 0.0142238713667285
Reciprocated Edge Ratio : 0.0280487804878049
Connected Components : 317
Single-Vertex Connected Components : 224
Maximum Vertices in a Connected Component : 1430
Maximum Edges in a Connected Component : 16872
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.517677
Graph Density : 0.0013147030294285
Modularity : 0.197014
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,935 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, 28 April 2021 at 11:41 UTC.
The requested start date was Wednesday, 28 April 2021 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, 16-hour, 9-minute period from Monday, 26 April 2021 at 07:51 UTC to Wednesday, 28 April 2021 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:
[2579] read,more [1948] artificial,intelligence [1407] #ai,#datascience [1337] #machinelearning,#bigdata [1257] #bigdata,#analytics [1226] #iot,#iiot [1187] #artificialintelligence,#ai [1049] #ai,#iot [1036] #nlp,#robots [1007] #deeplearning,#nlp Top Word Pairs in Tweet in G1:
[146] #ai,#iot [105] #ai,#machinelearning [76] #iot,#5g [67] mashable,enricomolinari [65] #machinelearning,#iot [62] coffee,talk [49] gt,gt [47] #iot,#bigdata [39] #iot,#iiot [39] #robotics,#iot Top Word Pairs in Tweet in G2:
[1389] read,more [1084] #ai,#datascience [1048] #bigdata,#analytics [1028] #machinelearning,#bigdata [988] artificial,intelligence [906] #iot,#iiot [886] #artificialintelligence,#ai [807] #nlp,#robots [784] #deeplearning,#nlp [784] #robots,#iot Top Word Pairs in Tweet in G3:
[335] #ai,#iot [246] gt,gt [163] read,more [154] #iot,#iiot [134] #bigdata,#analytics [112] artificial,intelligence [87] #iot,#artificialintelligence [82] #machinelearning,#ai [81] #robotics,#ai [79] machine,learning Top Word Pairs in Tweet in G4:
[26] #ai,#iot [14] #ai,iot [14] iot,#cloud [14] #cloud,common [14] common,re [14] re,being [14] being,used [14] used,help [14] help,protect [14] protect,environment Top Word Pairs in Tweet in G5:
[49] #ai,#iot [31] #machinelearning,#bigdata [27] #digitaltransformation,#cloud [24] #bigdata,#fintech [23] ingliguori,#digitaltransformation [21] andi_staub,industry [21] industry,#smartcities [21] #smartcities,futuristic [21] futuristic,approach [21] approach,#ir40 Top Word Pairs in Tweet in G6:
[984] read,more [800] artificial,intelligence [263] machine,learning [240] #artificialintelligence,#ai [233] #ai,#datascience [210] more,#artificialintelligence [204] #machinelearning,#bigdata [204] #bigdata,#deeplearning [204] #nlp,#robots [201] #datascience,#machinelearning Top Word Pairs in Tweet in G7:
[59] #iot,#iiot [55] adoption,automation [55] automation,technologies [55] technologies,#ai [55] #ai,#ml [55] #ml,#robotics [55] #robotics,#iot [55] #iiot,#ar [55] #ar,#vr [55] #vr,massively Top Word Pairs in Tweet in G8:
[33] #ai,#iot [31] #machinelearning,#datascience [29] #datascience,#startup [25] #startup,#python [25] #python,#ai [20] #dx,#dt [20] #dt,#ai [20] #ai,#it [20] #it,#iot [13] #iot,#flutter Top Word Pairs in Tweet in G9:
[27] #転職,#求人 [27] #求人,#エンジニア [27] #エンジニア,#ai [27] #ai,#iot [12] 公式youtubeチャンネルでは,自社パッケージ商品や各種取り組み [12] 自社パッケージ商品や各種取り組み,採用情報などをご紹介しております [12] 採用情報などをご紹介しております,社員へのインタビューを公開中です [12] 社員へのインタビューを公開中です,#転職 [11] sky_career_,公式youtubeチャンネルでは [11] #iot,ｓｋｙ Top Word Pairs in Tweet in G10:
[12] #ai,#artificialintelligence [12] #artificialintelligence,#botd [12] #botd,#botw [11] #recoveryplan,#ai [10] #botw,#excel [7] #excel,#coding [4] #coding,#ruby [3] #ruby,#nodejs [3] #nodejs,#vuejs [3] #vuejs,#reactjs Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G10: