The graph represents a network of 1,112 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, 17 March 2021 at 12:33 UTC.
The requested start date was Wednesday, 17 March 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, 16-hour, 28-minute period from Monday, 15 March 2021 at 07:31 UTC to Wednesday, 17 March 2021 at 00:00 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 : 1112
Unique Edges : 1166
Edges With Duplicates : 14926
Total Edges : 16092
Number of Edge Types : 5
Mentions : 468
Retweet : 6608
MentionsInRetweet : 7717
Tweet : 1273
Replies to : 26
Self-Loops : 1364
Reciprocated Vertex Pair Ratio : 0.00846587993842996
Reciprocated Edge Ratio : 0.0167896209615874
Connected Components : 104
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 979
Maximum Edges in a Connected Component : 15932
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.2841
Graph Density : 0.00318188293649509
Modularity : 0.147353
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,112 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, 17 March 2021 at 12:33 UTC.
The requested start date was Wednesday, 17 March 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, 16-hour, 28-minute period from Monday, 15 March 2021 at 07:31 UTC to Wednesday, 17 March 2021 at 00:00 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:
[1311] #iot,#iiot [1269] #machinelearning,#iot [1178] read,more [1156] artificial,intelligence [1137] #bigdata,#analytics [1134] #ai,#machinelearning [981] #ai,#100daysofcode [943] #datascience,#ai [934] #analytics,#datascience [847] #python,#ai Top Word Pairs in Tweet in G1:
[865] #iot,#iiot [799] #machinelearning,#iot [724] #bigdata,#analytics [670] #ai,#machinelearning [647] #ai,#100daysofcode [611] #analytics,#datascience [611] #datascience,#ai [551] #machinelearning,#ai [501] #python,#ai [456] #iot,#flutter Top Word Pairs in Tweet in G2:
[194] #bigdata,#analytics [190] #iot,#iiot [188] #ai,#machinelearning [183] #machinelearning,#iot [174] #analytics,#datascience [168] #datascience,#ai [124] #machinelearning,#datascience [115] #datascience,#python [111] #python,#ai [93] #ai,#100daysofcode Top Word Pairs in Tweet in G3:
[722] read,more [552] artificial,intelligence [190] #artificialintelligence,#ai [184] #machinelearning,#bigdata [171] machine,learning [170] #ai,#datascience [157] #nlp,#robots [156] #deeplearning,#nlp [155] more,#artificialintelligence [155] #robots,#iot Top Word Pairs in Tweet in G4:
[91] #ai,#machinelearning [62] #machinelearning,#iot [61] #iot,#iiot [39] #bigdata,#analytics [38] #analytics,#datascience [38] #datascience,#ai [27] artificial,intelligence [27] 16,technologies [27] technologies,advancing [27] advancing,exponentially Top Word Pairs in Tweet in G5:
[83] #machinelearning,#iot [70] #iot,#iiot [67] read,more [65] #bigdata,#analytics [64] #ai,#machinelearning [63] #ai,#100daysofcode [54] #ai,#iot [53] artificial,intelligence [52] #machinelearning,#datascience [52] #python,#ai Top Word Pairs in Tweet in G6:
[8] #bigdata,#analytics [5] #ai,#100daysofcode [5] #machinelearning,#datascience [4] bonne,weed [4] #devcommunity,#programming [4] #iot,#iotpl [4] #iotpl,#ai [4] #machinelearning,#iot [4] #ai,#machinelearning [3] #programming,#iot Top Word Pairs in Tweet in G7:
[46] #machinelearning,#iot [29] #ai,#machinelearning [27] artificial,intelligence [22] #iot,#iiot [17] #machinelearning,#datascience [16] #custom,#mug [16] #mug,#tshirt [16] #tshirt,#design [16] #design,#fiverr [16] #100daysofcode,#machinelearning Top Word Pairs in Tweet in G8:
[84] #ai,#100daysofcode [82] #machinelearning,#iiot [77] #iiot,#python [77] #python,#ai [52] #100daysofcode,#dl [46] artificial,intelligence [45] #dl,#devops [37] #devops,#nlp [30] #nlp,#womenintech [23] #womenintech,#cybersecurity Top Word Pairs in Tweet in G9:
[11] #griddb,#iot [6] learn,create [6] create,#machinelearning [6] #machinelearning,model [6] model,using [6] using,#griddb [6] #iot,#timeseries [6] #timeseries,#ml [6] #ml,#nosql [5] machine,learning Top Word Pairs in Tweet in G10:
[90] #ai,#iot [89] #robotics,#ai [89] #iot,#artificialintelligence [89] #artificialintelligence,#hardware [89] #hardware,#firmware [89] #firmware,#imaging [89] #imaging,#adas [89] #adas,#drone [89] #drone,#agritech [89] #agritech,#biometrics 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 Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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 G9:
Top Tweeters in G10: