The graph represents a network of 1,663 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, 21 April 2021 at 11:45 UTC.
The requested start date was Wednesday, 21 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, 14-hour, 56-minute period from Monday, 19 April 2021 at 09:00 UTC to Tuesday, 20 April 2021 at 23:57 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 : 1663
Unique Edges : 1763
Edges With Duplicates : 15261
Total Edges : 17024
Number of Edge Types : 5
Retweet : 6438
MentionsInRetweet : 7521
Tweet : 2118
Mentions : 916
Replies to : 31
Self-Loops : 2271
Reciprocated Vertex Pair Ratio : 0.0115919629057187
Reciprocated Edge Ratio : 0.0229182582123759
Connected Components : 274
Single-Vertex Connected Components : 187
Maximum Vertices in a Connected Component : 1243
Maximum Edges in a Connected Component : 16498
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.709175
Graph Density : 0.0014208153243996
Modularity : 0.173
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,663 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, 21 April 2021 at 11:45 UTC.
The requested start date was Wednesday, 21 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, 14-hour, 56-minute period from Monday, 19 April 2021 at 09:00 UTC to Tuesday, 20 April 2021 at 23:57 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:
[3434] read,more [2760] artificial,intelligence [1501] #ai,#datascience [1427] #iot,#iiot [1302] #bigdata,#analytics [1290] #artificialintelligence,#ai [1138] machine,learning [1036] #machinelearning,#bigdata [999] #nlp,#robots [985] #robots,#iot Top Word Pairs in Tweet in G1:
[1427] read,more [1331] artificial,intelligence [1235] #iot,#iiot [1165] #bigdata,#analytics [969] #ai,#datascience [796] #analytics,#datascience [776] #datascience,#ai [697] #artificialintelligence,#ai [692] #machinelearning,#iot [673] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[143] #ai,#iot [137] artificial,intelligence [133] read,more [98] #iot,#iiot [83] #ai,#machinelearning [61] #bigdata,#analytics [59] machine,learning [50] #robotics,#iot [48] #iot,#5g [46] #analytics,#datascience Top Word Pairs in Tweet in G3:
[26] #ai,#iot [14] ai,iot [13] #iot,#ai [9] artificial,intelligence [8] daily,#ai [8] #bigdata,#ai [7] #dx,#ai [7] #artificialintelligence,#ai [7] #ai,#datascience [6] cloud,ai Top Word Pairs in Tweet in G4:
[203] read,more [203] artificial,intelligence [158] #artificialintelligence,#ai [152] #ai,#datascience [144] #datascience,#machinelearning [144] #machinelearning,#bigdata [141] more,#artificialintelligence [141] #bigdata,#deeplearning [141] #deeplearning,#nlp [141] #nlp,#robots Top Word Pairs in Tweet in G5:
[84] artificial,intelligence [55] read,more [22] #iot,#ai [13] #ai,#iot [12] ronald_vanloon,amazing [12] amazing,smart [12] smart,#electric [12] #electric,train [12] train,#china [12] #china,xhnews Top Word Pairs in Tweet in G6:
[33] #bigdata,#iot [32] #careers,spotlight [32] spotlight,rpa [32] rpa,developer [32] developer,roles [32] roles,responsibilities [32] responsibilities,#ai [32] #ai,#bigdata [31] continueahead,#careers [31] #iot,#machinelearn Top Word Pairs in Tweet in G7:
[1606] read,more [985] artificial,intelligence [722] machine,learning [366] #artificialintelligence,#ai [335] #ai,#datascience [293] more,#artificialintelligence [283] #machinelearning,#bigdata [278] #bigdata,#deeplearning [275] #datascience,#machinelearning [275] #deeplearning,#nlp Top Word Pairs in Tweet in G8:
[9] #bigdata,#analytics [9] #iot,#iiot [8] #analytics,#datascience [8] #datascience,#ai [8] #machinelearning,#iot [7] #ai,#machinelearning [6] #yourplatformwiththeheart,#promoedutech [6] #ai,#iot [5] #iot,#tech [5] #tech,#fintech Top Word Pairs in Tweet in G9:
[52] coffee,talk [27] #technology,#technews [26] iot,coffee [26] welcome,#iot [26] #iot,coffee [26] #technews,#it [26] #it,#ai [25] #ai,#ml [24] chat,#digital [24] #digital,#iiot Top Word Pairs in Tweet in G10:
[43] #転職,#求人 [43] #求人,#エンジニア [43] #エンジニア,#ai [43] #ai,#iot [19] 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 [19] 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 [19] 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 [19] 社員へのインタビューを公開中です,#転職 [18] を募集しております,#転職 [17] sky_career_,公式youtubeチャンネルでは Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: