The graph represents a network of 1,545 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 21 October 2020 at 12:33 UTC.
The requested start date was Wednesday, 21 October 2020 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, 15-hour, 7-minute period from Monday, 19 October 2020 at 08:47 UTC to Tuesday, 20 October 2020 at 23:54 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 : 1545
Unique Edges : 1805
Edges With Duplicates : 15149
Total Edges : 16954
Number of Edge Types : 5
Retweet : 6859
MentionsInRetweet : 8727
Tweet : 836
Mentions : 525
Replies to : 7
Self-Loops : 987
Reciprocated Vertex Pair Ratio : 0.00823293172690763
Reciprocated Edge Ratio : 0.0163314080860386
Connected Components : 74
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 1445
Maximum Edges in a Connected Component : 16797
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.355943
Graph Density : 0.00210481747908178
Modularity : 0.197807
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,545 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 21 October 2020 at 12:33 UTC.
The requested start date was Wednesday, 21 October 2020 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, 15-hour, 7-minute period from Monday, 19 October 2020 at 08:47 UTC to Tuesday, 20 October 2020 at 23:54 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 machinelearning
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:
[2566] #bigdata,#analytics [2308] #analytics,#datascience [2149] #datascience,#ai [2090] #iot,#iiot [1959] #machinelearning,#iot [1942] #ai,#machinelearning [1005] #python,#rstats [912] #iiot,#python [812] #ai,#iot [689] #machinelearning,#bigdata Top Word Pairs in Tweet in G1:
[256] #ai,#machinelearning [223] #machinelearning,#iot [216] #bigdata,#analytics [193] #analytics,#datascience [187] #iot,#iiot [183] #datascience,#ai [177] #ai,#iot [90] change,world [81] #ml,#mi [79] #iot,#machinelearning Top Word Pairs in Tweet in G2:
[1743] #bigdata,#analytics [1565] #analytics,#datascience [1399] #iot,#iiot [1378] #datascience,#ai [1340] #machinelearning,#iot [1190] #ai,#machinelearning [637] #python,#rstats [635] #iiot,#python [431] #machinelearning,#bigdata [388] #ai,#iot Top Word Pairs in Tweet in G3:
[94] #bigdata,#analytics [87] #machinelearning,#iot [82] #iot,#iiot [80] #analytics,#datascience [77] #datascience,#ai [77] #ai,#machinelearning [71] #machinelearning,#bigdata [69] #python,#rstats [44] #bigdata,#iot [40] #cloudcomputing,#ai Top Word Pairs in Tweet in G4:
[123] #datascience,#ai [111] #iot,#iiot [109] #ai,#machinelearning [94] #bigdata,#analytics [87] #analytics,#datascience [81] #bigdata,#datascience [64] #iiot,#iotpl [59] #machinelearning,#deeplearning [53] #machinelearning,#iot [46] #ai,#iot Top Word Pairs in Tweet in G5:
[381] #bigdata,#analytics [360] #datascience,#ai [357] #analytics,#datascience [289] #iot,#iiot [245] #ai,#machinelearning [207] #machinelearning,#iot [184] #python,#rstats [137] #iiot,#python [113] #iiot,#pytorch [107] #ai,#iot Top Word Pairs in Tweet in G6:
[50] #iot,#100daysofmlcode [49] #100daysofcode,#iot [43] read,more [42] artificial,intelligence [38] #machinelearning,#iot [35] #ai,#machinelearning [31] #devcommunity,#100daysofcode [27] #cybersecurity,#rstats [27] #rstats,#codenewbie [27] #codenewbie,#datascience Top Word Pairs in Tweet in G7:
[23] read,more [21] artificial,intelligence [12] machine,learning [10] #datascience,#bigdata [10] #bigdata,#analytics [8] #deeplearning,#datascience [8] #iot,#ai [7] #ai,#machinelearning [7] #analytics,#ai [7] #ai,#rstats Top Word Pairs in Tweet in G8:
[12] #cloud,#robotic [12] #robotic,#iot [12] #iot,#ai [12] #ai,#futureofwork [12] #futureofwork,#iotpl [12] #iotpl,#iiot [12] #iiot,#machinelearning [11] #bigdata,#cloud [7] #bigdata,#analytics [7] #ai,#machinelearning Top Word Pairs in Tweet in G9:
[39] #ai,#iot [37] #robotics,#ai [37] #iot,#artificialintelligence [35] #agritech,#biometrics [34] #artificialintelligence,#hardware [34] #imaging,#adas [34] #adas,#agritech [32] #hardware,#medical [32] #medical,#industrial [32] #industrial,#imaging Top Word Pairs in Tweet in G10:
[17] artificial,intelligence [10] #adtech,#advertising [6] #digitalagentur,#internetagentur [6] #internetagentur,#digicheck [6] #digicheck,#digitalewelt [6] #digitalewelt,#digitalerealität [6] #digitalerealität,#epiqe [6] #epiqe,#digitalzukunft [6] #digitalzukunft,#digitaleideen [5] #ai,#machinelearning Top Replied-To in Entire Graph:
Top Replied-To in G2:
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:
Top Tweeters in G2:
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: