The graph represents a network of 995 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, 05 November 2021 at 10:37 UTC.
The requested start date was Friday, 05 November 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, 3-hour, 25-minute period from Tuesday, 02 November 2021 at 05:47 UTC to Thursday, 04 November 2021 at 09:13 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 : 995
Unique Edges : 1098
Edges With Duplicates : 15525
Total Edges : 16623
Number of Edge Types : 5
Retweet : 6986
MentionsInRetweet : 8038
Mentions : 929
Tweet : 656
Replies to : 14
Self-Loops : 869
Reciprocated Vertex Pair Ratio : 0.017538644470868
Reciprocated Edge Ratio : 0.0344726847794332
Connected Components : 25
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 963
Maximum Edges in a Connected Component : 16600
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.331513
Graph Density : 0.00346096680586029
Modularity : 0.130314
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 995 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, 05 November 2021 at 10:37 UTC.
The requested start date was Friday, 05 November 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, 3-hour, 25-minute period from Tuesday, 02 November 2021 at 05:47 UTC to Thursday, 04 November 2021 at 09:13 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:
[4145] #iot,#iiot [3826] #bigdata,#analytics [2382] #analytics,#datascience [2105] #datascience,#ai [1416] #ai,#machinelearning [1381] #datascience,#iot [1363] #python,#rstats [1342] #python,#bigdata [1303] #analytics,#ai [1263] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[295] #iot,#iiot [184] #bigdata,#analytics [150] coffee,talk [105] #analytics,#datascience [100] #datascience,#ai [79] #analytics,#ai [78] #datascience,#iot [77] #python,#bigdata [75] iot,coffee [75] welcome,#iot Top Word Pairs in Tweet in G2:
[2941] #iot,#iiot [2814] #bigdata,#analytics [1704] #analytics,#datascience [1487] #datascience,#ai [1035] #datascience,#iot [1023] #python,#bigdata [1014] #ai,#machinelearning [1000] #analytics,#ai [963] #python,#rstats [911] #machinelearning,#iot Top Word Pairs in Tweet in G3:
[615] #bigdata,#analytics [563] #iot,#iiot [416] #analytics,#datascience [369] #datascience,#ai [267] #ai,#machinelearning [242] #machinelearning,#iot [212] #python,#rstats [202] #python,#bigdata [201] #javascript,#reactjs [195] #datascience,#iot Top Word Pairs in Tweet in G4:
[114] #bigdata,#analytics [111] #iot,#iiot [98] #datascience,#ai [83] #analytics,#datascience [60] #ai,#iot [58] #iiot,#pytorch [51] ingliguori,#bigdata [49] #pytorch,#python [31] machine,learning [30] #python,#rstats Top Word Pairs in Tweet in G5:
[52] #iot,#iiot [27] #iiot,#iotpl [19] gave,kred [19] kred,#influence [18] #analytics,#datascience [16] #bigdata,#analytics [14] #ai,#machinelearning [12] #datascience,#ai [11] #datascience,#bigdata [10] #iotpl,#iotcommunity Top Word Pairs in Tweet in G6:
[88] #iot,#iiot [85] #python,#rstats [82] #analytics,#machinelearning [82] #machinelearning,#ai [82] #rstats,#reactjs [81] #ai,#python [74] #reactjs,#iot [57] #iiot,#linux [30] #linux,#serverless [23] #serverless,#flutter Top Word Pairs in Tweet in G7:
[9] ãƒ,ム[3] #automation,#ai [2] 200,000 [2] 000,350 [2] 350,000 [2] ñˆð,ðµð [2] #iiot,#industry40 [2] meet,#iiotworld [2] #iiotworld,register [2] register,dive Top Word Pairs in Tweet in G8:
[24] #bigdata,#analytics [21] #analytics,#datascience [21] #iot,#iiot [15] #datascience,#iot [9] #rstats,#javascript [8] #iiot,#rstats [8] #javascript,#reactjs [7] #machinelearning,#bigdata [6] generate,concepts [6] concepts,#agi Top Word Pairs in Tweet in G9:
[7] lowering,costs [7] costs,remain [7] remain,top [7] top,reason [7] reason,automate [7] automate,companies [7] companies,increasingly [7] increasingly,deploying [7] deploying,automation [7] automation,improve Top Word Pairs in Tweet in G10:
[26] #iot,#iiot [23] #bigdata,#analytics [16] #machinelearning,#ai [14] artificial,intelligence [13] #analytics,#datascience [12] #datascience,#iot [11] #python,#bigdata [11] #analytics,#ai [9] #iiot,#datascience [9] #datascience,#bigdata 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 G5:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
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:
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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: