The graph represents a network of 1,596 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, 01 April 2020 at 12:20 UTC.
The requested start date was Wednesday, 01 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 11-hour, 3-minute period from Monday, 30 March 2020 at 08:45 UTC to Tuesday, 31 March 2020 at 19:49 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 : 1596
Unique Edges : 3714
Edges With Duplicates : 3798
Total Edges : 7512
Number of Edge Types : 4
MentionsInRetweet : 6135
Mentions : 836
Tweet : 533
Replies to : 8
Self-Loops : 533
Reciprocated Vertex Pair Ratio : 0.0167871298671019
Reciprocated Edge Ratio : 0.0330199495528549
Connected Components : 40
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 1537
Maximum Edges in a Connected Component : 7433
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.348329
Graph Density : 0.00171313864598801
Modularity : 0.357171
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 1,596 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, 01 April 2020 at 12:20 UTC.
The requested start date was Wednesday, 01 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 11-hour, 3-minute period from Monday, 30 March 2020 at 08:45 UTC to Tuesday, 31 March 2020 at 19:49 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:
[2075] #bigdata,#analytics [1803] #analytics,#datascience [1763] #ai,#machinelearning [1700] #datascience,#ai [1222] #iot,#iiot [1064] #machinelearning,#iot [913] gt,gt [584] #python,#rstats [527] #machinelearning,#deeplearning [490] #ai,#iot Top Word Pairs in Tweet in G1:
[1480] #bigdata,#analytics [1363] #analytics,#datascience [1239] #datascience,#ai [1064] #ai,#machinelearning [823] #iot,#iiot [595] #machinelearning,#iot [405] #python,#rstats [317] #iiot,#pytorch [306] #iiot,#python [276] #machinelearning,#deeplearning Top Word Pairs in Tweet in G2:
[437] #ai,#machinelearning [409] #bigdata,#analytics [363] #datascience,#ai [355] #analytics,#datascience [297] gt,gt [295] #machinelearning,#iot [256] artificial,intelligence [229] #iot,#iiot [182] #ai,#iot [159] #machinelearning,#deeplearning Top Word Pairs in Tweet in G3:
[470] gt,gt [86] mikequindazzi,gt [78] #ai,#machinelearning [68] detecting,#drones [68] #drones,leveraging [68] leveraging,#ai [68] #ai,keep [68] keep,peace [67] violence,detecting [66] seeker,mikequindazzi Top Word Pairs in Tweet in G4:
[37] #ai,#machinelearning [33] #iot,#bigdata [33] #machinelearning,#deeplearning [28] more,#robots [28] #robots,workforce [28] workforce,before [28] before,wef [28] wef,#ai [28] #ai,#futureofwork [28] #futureofwork,#automation Top Word Pairs in Tweet in G5:
[98] #bigdata,#analytics [97] #ai,#machinelearning [94] #machinelearning,#iot [92] #iot,#iiot [88] 10,free [88] free,ebooks [88] ebooks,#datascience [88] #datascience,#bigdata [88] #analytics,#ai [88] #iiot,#pytorch Top Word Pairs in Tweet in G6:
[37] artificial,intelligence [24] #ai,#artificialintelligence [23] #machinelearning,#iot [21] cc,antgrasso [20] intelligence,many [20] many,things [20] things,#infographic [20] #artificialintelligence,#iot [20] #iot,#cybersecurity [19] #cybersecurity,#machinelearning Top Word Pairs in Tweet in G7:
[26] #ai,market [26] market,projected [26] projected,become [26] become,150 [26] 150,trillion [26] trillion,industry [26] industry,2025 [22] 2025,pypestream [22] pypestream,kirkdborne [22] kirkdborne,#bigdata Top Word Pairs in Tweet in G8:
[88] gt,gt [18] 440,million [18] million,#smartspeakers [18] #virtualassistants,2023 [18] #ai,#chatbots [17] #smartspeakers,digital [17] digital,#virtualassistants [17] stratandbiz,mikequindazzi [17] mikequindazzi,gt [9] gt,#ai Top Word Pairs in Tweet in G9:
[8] #iot,#iiot [8] #ai,#machinelearning [6] levels,#internetofthings [6] #internetofthings,physical [6] physical,devices [6] devices,controllers [6] controllers,connectivity [6] connectivity,edge [6] edge,computing [6] computing,#iot Top Word Pairs in Tweet in G10:
[17] #artificialintelligence,#machinelearning [15] #machinelearning,#ml [14] read,more [14] more,#artificialintelligence [14] #ml,#datascience [14] #datascience,#deeplearning [14] #deeplearning,#ai [14] #ai,#iot [13] #iot,#bigdata [9] artificial,intelligence Top Replied-To in Entire Graph:
Top Replied-To in G2:
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 G7:
Top Mentioned in G8:
Top Mentioned in G9:
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 G10: