The graph represents a network of 1,753 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, 06 May 2020 at 12:18 UTC.
The requested start date was Wednesday, 06 May 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, 8-hour, 57-minute period from Monday, 04 May 2020 at 14:39 UTC to Tuesday, 05 May 2020 at 23:36 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 : 1753
Unique Edges : 1679
Edges With Duplicates : 10076
Total Edges : 11755
Number of Edge Types : 5
Retweet : 4552
MentionsInRetweet : 6054
Mentions : 612
Tweet : 535
Replies to : 2
Self-Loops : 588
Reciprocated Vertex Pair Ratio : 0.00793650793650794
Reciprocated Edge Ratio : 0.015748031496063
Connected Components : 43
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 1680
Maximum Edges in a Connected Component : 11652
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.532912
Graph Density : 0.00144729061986366
Modularity : 0.253727
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 1,753 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, 06 May 2020 at 12:18 UTC.
The requested start date was Wednesday, 06 May 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, 8-hour, 57-minute period from Monday, 04 May 2020 at 14:39 UTC to Tuesday, 05 May 2020 at 23:36 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:
[2036] #bigdata,#analytics [1804] #analytics,#datascience [1725] #datascience,#ai [1493] #ai,#machinelearning [1372] #iot,#iiot [1143] #machinelearning,#iot [570] #ai,#iot [558] gt,gt [540] #iiot,#python [459] #python,#rstats Top Word Pairs in Tweet in G1:
[354] gt,gt [264] #bigdata,#analytics [250] #datascience,#ai [235] #ai,#machinelearning [234] #analytics,#datascience [172] #iot,#iiot [158] #machinelearning,#iot [122] #ai,#iot [78] mikequindazzi,gt [72] #iiot,#python Top Word Pairs in Tweet in G2:
[1083] #bigdata,#analytics [976] #analytics,#datascience [939] #datascience,#ai [736] #ai,#machinelearning [711] #iot,#iiot [583] #machinelearning,#iot [292] #iiot,#python [268] #python,#rstats [215] #ai,#iot [144] machine,learning Top Word Pairs in Tweet in G3:
[444] #bigdata,#analytics [375] #analytics,#datascience [362] #datascience,#ai [348] #iot,#iiot [300] #ai,#machinelearning [231] #machinelearning,#iot [136] #iiot,#python [96] #python,#rstats [94] #ai,#iot [65] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[97] #defstar5,#makeyourownlane [95] ravikikan,#startup [95] #startup,#datascience [91] #datascience,#leadership [91] #leadership,#defstar5 [91] #defstar5,#blockchain [78] #innovation,canvas [78] canvas,#startups [78] #startups,ravikikan [65] #blockchain,#robotics Top Word Pairs in Tweet in G5:
[105] #machinelearning,#bigdata [96] #bigdata,#datascience [94] #aurora,created [94] created,#spacex [94] #spacex,#space [94] #space,#spaceexploration [94] #spaceexploration,#elonmusk [94] #elonmusk,#machinelearning [93] theinsaneapp,#aurora [93] #datascience,#a Top Word Pairs in Tweet in G6:
[92] gt,gt [43] #artificialintelligence,#ai [37] #ai,#robotics [33] #cybersecurity,#iot [32] #ai,#machinelearning [29] #robotics,#datascience [28] #bigdata,#analytics [27] #analytics,#datascience [26] #pwc,mikequindazzi [24] #machinelearning,#deeplearning Top Word Pairs in Tweet in G7:
[87] google,#security [87] #security,#memes [87] #memes,#math [87] #math,#science [87] #science,#engineering [87] #engineering,#cybersecurity [87] #cybersecurity,#artificialintelligence [86] #artificialintelligence,#technology [86] #technology,#machinelearning [86] pinakilaskar,google Top Word Pairs in Tweet in G8:
[45] #datascience,#ai [36] #iot,#iiot [35] #bigdata,#datascience [34] #iiot,#iotpl [34] #ai,#machinelearning [29] #machinelearning,#iot [25] #bigdata,#analytics [18] #analytics,#datascience [14] apexsystems,webinar [14] beyond,data Top Word Pairs in Tweet in G9:
[111] #artificialintelligence,#ai [105] #ai,#robotics [92] #datascience,#machinelearning [89] #machinelearning,#deeplearning [84] #robotics,#datascience [51] #deeplearning,#iot [51] #iot,#digitaltransformation [50] #digitaltransformation,#predictiveanalytics [48] #predictiveanalytics,#bigdata [48] #bigdata,#chatbots Top Word Pairs in Tweet in G10:
[84] #bigdata,#analytics [83] #analytics,#datascience [72] #python,#bigdata [64] cut,paste [64] paste,surroundings [64] surroundings,photoshop [64] photoshop,code [64] code,#python [63] dipeshrofficial,cut [63] #datascience,th Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: