The graph represents a network of 1,034 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 18 June 2021 at 10:23 UTC.
The requested start date was Friday, 18 June 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 2-day, 15-hour, 48-minute period from Tuesday, 15 June 2021 at 07:57 UTC to Thursday, 17 June 2021 at 23:46 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 : 1034
Unique Edges : 1280
Edges With Duplicates : 16103
Total Edges : 17383
Number of Edge Types : 5
Retweet : 7043
MentionsInRetweet : 8836
Mentions : 955
Tweet : 541
Replies to : 8
Self-Loops : 656
Reciprocated Vertex Pair Ratio : 0.0251556662515567
Reciprocated Edge Ratio : 0.0490767735665695
Connected Components : 15
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 1011
Maximum Edges in a Connected Component : 17348
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.239536
Graph Density : 0.00385349239131859
Modularity : 0.138885
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,034 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 18 June 2021 at 10:23 UTC.
The requested start date was Friday, 18 June 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 2-day, 15-hour, 48-minute period from Tuesday, 15 June 2021 at 07:57 UTC to Thursday, 17 June 2021 at 23:46 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 : iiot 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:
[4015] #bigdata,#analytics [3678] #iot,#iiot [2367] #analytics,#datascience [2208] #datascience,#ai [1613] #ai,#machinelearning [1397] #machinelearning,#iot [1370] #python,#rstats [1244] #analytics,#ai [1179] #datascience,#iot [1178] #iiot,#azure Top Word Pairs in Tweet in G1:
[2912] #bigdata,#analytics [2638] #iot,#iiot [1636] #analytics,#datascience [1523] #datascience,#ai [1151] #ai,#machinelearning [975] #machinelearning,#iot [947] #analytics,#ai [947] #iiot,#azure [927] #datascience,#iot [921] #python,#rstats Top Word Pairs in Tweet in G2:
[169] #iot,#iiot [127] #bigdata,#analytics [73] #analytics,#datascience [64] #datascience,#ai [53] #ai,#machinelearning [52] #iiot,#iotpl [51] #ai,#iot [47] #analytics,#ai [47] #machinelearning,#iot [42] gave,kred Top Word Pairs in Tweet in G3:
[696] #bigdata,#analytics [553] #iot,#iiot [484] #analytics,#datascience [455] #datascience,#ai [277] #ai,#machinelearning [268] #machinelearning,#iot [260] #python,#rstats [214] #javascript,#reactjs [211] #coding,#100daysofcode [207] #programming,#coding Top Word Pairs in Tweet in G4:
[161] #bigdata,#analytics [160] #iot,#iiot [133] #bigdata,#vivatech2021 [125] #programming,#ai [125] #ai,#iiot [108] #vivatech2021,#devcommunity [108] #devcommunity,#technology [105] #technology,#programming [98] #analytics,#datascience [91] #datascience,#ai Top Word Pairs in Tweet in G5:
[90] coffee,talk [52] #iot,#iiot [50] #bigdata,#analytics [45] iot,coffee [45] welcome,#iot [45] #iot,coffee [45] chat,#digital [44] #digital,#iiot [30] #iiot,#automation [26] #ai,#machinelearning Top Word Pairs in Tweet in G6:
[31] #bigdata,#analytics [31] #analytics,#datascience [31] #datascience,#ai [27] code,#bigdata [26] projects,alert [26] alert,140 [26] 140,python [26] python,projects [26] projects,source [26] source,code Top Word Pairs in Tweet in G7:
[74] #iot,#iiot [69] #rstats,#reactjs [56] #reactjs,#iot [55] #python,#rstats [53] #ai,#python [52] #analytics,#machinelearning [50] #machinelearning,#ai [34] #linux,#serverless [21] #iiot,#linux [20] #serverless,#flutter Top Word Pairs in Tweet in G8:
[49] #machinelearning,#datascience [41] #datascience,#python [41] #python,#ai [32] #ai,#100daysofcode [24] #bigdata,#analytics [22] #iot,#flutter [19] #iot,#iiot [17] #flutter,#javascript [17] #javascript,#serverless [17] #serverless,#cybersecurity Top Word Pairs in Tweet in G9:
[4] #ai,#iot [4] #iot,#tech [3] #yourplatformwiththeheart,#promoedutech [3] #influencerpromotion,#ai [3] #tech,#iiot [3] ebooks,booking [3] booking,33641587231 [3] 33641587231,#api [3] #api,#love [3] #love,#amour Top Word Pairs in Tweet in G10:
[2] #robot,heals [2] heals,itself [2] itself,#skynet [2] #skynet,rise [2] rise,#robotics [2] #robotics,#futureofwork [2] #futureofwork,#ai [2] #ai,#artificialintelligence [2] #artificialintelligence,#ml Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: