The graph represents a network of 1,815 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, 05 October 2022 at 11:27 UTC.
The requested start date was Wednesday, 05 October 2022 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, 4-hour, 17-minute period from Sunday, 02 October 2022 at 04:58 UTC to Tuesday, 04 October 2022 at 09:15 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 : 1815
Unique Edges : 1823
Edges With Duplicates : 15433
Total Edges : 17256
Number of Edge Types : 5
Retweet : 6584
MentionsInRetweet : 7894
Mentions : 1733
Tweet : 1017
Replies to : 28
Self-Loops : 1410
Reciprocated Vertex Pair Ratio : 0.0128423040604344
Reciprocated Edge Ratio : 0.0253589408912922
Connected Components : 130
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 1548
Maximum Edges in a Connected Component : 16863
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.484143
Graph Density : 0.00162889798050668
Modularity : 0.197909
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,815 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, 05 October 2022 at 11:27 UTC.
The requested start date was Wednesday, 05 October 2022 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, 4-hour, 17-minute period from Sunday, 02 October 2022 at 04:58 UTC to Tuesday, 04 October 2022 at 09:15 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:
[1438] #bigdata,#analytics [1400] #iot,#iiot [905] #machinelearning,#datascience [857] #ai,#machinelearning [836] #ai,#ml [834] #ai,#iot [744] #machinelearning,#iot [725] #python,#rstats [725] #ml,#datascience [709] #datascience,#ai Top Word Pairs in Tweet in G1:
[989] #bigdata,#analytics [668] #machinelearning,#datascience [668] #iot,#iiot [566] #ai,#machinelearning [511] #machinelearning,#iot [493] #analytics,#ai [480] #python,#rstats [478] #ml,#datascience [475] #analytics,#datascience [466] #iiot,#python Top Word Pairs in Tweet in G2:
[93] #bigdata,#analytics [91] #ai,#iot [89] #ai,#python [76] #ai,#machinelearning [67] #machinelearning,#iot [66] #machinelearning,#ai [64] #analytics,#ai [63] #iot,#iiot [62] #analytics,#machinelearning [55] #serverless,#tensorflow Top Word Pairs in Tweet in G3:
[222] #iot,#iiot [203] gave,kred [203] kred,#influence [196] #iotpl,#iotcl [166] #100daysofcode,#ai [163] #5g,#100daysofcode [162] #ai,#analytics [161] #ai,#ml [158] #bigdata,#cloud [155] #cloud,#data Top Word Pairs in Tweet in G4:
[168] #bigdata,#analytics [151] #iot,#iiot [115] #datascience,#ai [114] #analytics,#datascience [113] #ml,#datascience [106] #ai,#ml [105] #artificialintelligence,#ai [105] #datascience,#datascientists [99] #datascientists,#codenewbies [99] #ai,#machinelearning Top Word Pairs in Tweet in G5:
[72] #bigdata,#analytics [67] #machinelearning,#datascience [56] #ai,#iot [48] #iot,#iiot [48] #5g,#100daysofcode [44] #cybersecurity,#bigdata [43] #ml,#datascience [41] #artificialintelligence,#ai [41] #ai,#machinelearning [40] #ai,#ml Top Word Pairs in Tweet in G6:
[334] #healthtech,#datascientist [334] #datascientist,#csuite [334] #csuite,#digitalhealth [334] #digitalhealth,#web3 [334] #web3,#cx [334] #cx,#ehealth [334] #ehealth,#finserv [331] #finserv,#cloud [330] #cloud,#insurtech [226] #iot,#iiot Top Word Pairs in Tweet in G7:
[12] #100daysofcode,#softwaredeveloper [12] #softwaredeveloper,#coder [12] #coder,#coding [12] #coding,#cybersecurity [12] #cybersecurity,#bigdata [12] #bigdata,#javascript [11] #ai,#iot [6] digiskillspk1,#100daysofcode [6] #javascript,#technolog [6] #javascript,#technology Top Word Pairs in Tweet in G8:
[43] #machinelearning,#ai [43] #ai,#python [42] big,data [42] data,pipelines [42] pipelines,aws [42] aws,azure [42] azure,google [42] google,cloud [42] cloud,#analytics [42] #analytics,#machinelearning Top Word Pairs in Tweet in G9:
[19] #machinelearning,#ai [17] #ai,#python [14] #datascience,#bigdata [14] #iot,#iiot [14] #iotpl,#iotcl [13] #python,#datascience [13] #iiot,#iotpl [12] #algorithm,#iot [12] #iot,#100daysofcode [12] #blockchain,#digitaltransformation Top Word Pairs in Tweet in G10:
[12] análisis,visualización [12] visualización,modelado [12] modelado,datos [12] datos,geográficos [12] geográficos,robin [12] robin,lovelace [12] lovelace,jakub [12] jakub,nowosad [12] nowosad,jannes [12] jannes,muenchow Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G5:
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Top Replied-To in G9:
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 G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: