The graph represents a network of 1,312 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, 29 September 2021 at 12:27 UTC.
The requested start date was Wednesday, 29 September 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 2-day, 17-hour, 6-minute period from Sunday, 26 September 2021 at 06:53 UTC to Wednesday, 29 September 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 : 1312
Unique Edges : 1818
Edges With Duplicates : 15940
Total Edges : 17758
Number of Edge Types : 5
Retweet : 6971
MentionsInRetweet : 8750
Mentions : 939
Tweet : 1090
Replies to : 8
Self-Loops : 1249
Reciprocated Vertex Pair Ratio : 0.0128359406337746
Reciprocated Edge Ratio : 0.0253465346534653
Connected Components : 21
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 1266
Maximum Edges in a Connected Component : 17704
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.289075
Graph Density : 0.002935991888523
Modularity : 0.165786
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,312 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, 29 September 2021 at 12:27 UTC.
The requested start date was Wednesday, 29 September 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 2-day, 17-hour, 6-minute period from Sunday, 26 September 2021 at 06:53 UTC to Wednesday, 29 September 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:
[1884] #ai,#datascience [1550] #cybersecurity,#ai [1306] #datascience,#ai [1242] #digitalmarketing,#cybersecurity [1225] #artificialintelligence,#digitalmarketing [992] #bigdata,#analytics [872] #github,#nodejs [860] #machinelearning,#bigdata [848] #javascript,#github [818] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[1413] #ai,#datascience [1323] #cybersecurity,#ai [1050] #digitalmarketing,#cybersecurity [1031] #artificialintelligence,#digitalmarketing [633] #datascience,#machinelearning [508] #100daysofcode,#python [492] #machinelearning,#bigdata [478] #datascience,#ai [420] #artificialintelligence,#ai [385] #github,#nodejs Top Word Pairs in Tweet in G2:
[94] #ai,#iot [81] #iot,#iiot [61] #ai,#machinelearning [51] #datascience,#ai [49] #bigdata,#machinelearning [45] #machinelearning,#ai [44] #bigdata,#analytics [43] #iot,#bigdata [42] #machinelearning,#bigdata [41] ingliguori,#digitaltransformation Top Word Pairs in Tweet in G3:
[560] #datascience,#ai [460] #github,#nodejs [456] #javascript,#github [437] #nodejs,#cybersecurity [405] #cybersecurity,#devops [357] #devops,#100daysofcode [343] #bigdata,#analytics [331] #lowcode,#javascript [326] #nocode,#lowcode [325] #100daysofcode,#datascience Top Word Pairs in Tweet in G4:
[157] #iot,#iiot [151] #bigdata,#analytics [149] #analytics,#datascience [149] #datascience,#ai [129] #ai,#machinelearning [122] #machinelearning,#iot [102] #python,#rstats [68] #iiot,#python [51] #rstats,#tensorflow [47] #iiot,#pytorch Top Word Pairs in Tweet in G5:
[80] artificial,intelligence [71] read,more [65] #ai,#datascience [51] #artificialintelligence,#ai [46] #machinelearning,#bigdata [41] #datascience,#100daysofcode [40] #100daysofcode,#python [38] #deeplearning,#nlp [38] #bigdata,#analytics [37] #python,#machinelearning Top Word Pairs in Tweet in G6:
[43] #bigdata,#analytics [43] #datascience,#ai [40] #iot,#iiot [35] #analytics,#datascience [31] #ai,#datascience [29] #ai,#machinelearning [28] #machinelearning,#iot [23] artificial,intelligence [22] #cybersecurity,#ai [21] #artificialintelligence,#digitalmarketing Top Word Pairs in Tweet in G7:
[20] data,science [20] science,landscape [19] updated,data [19] landscape,2021 [19] 2021,checklist [19] checklist,prepare [19] prepare,career [19] career,data [19] data,scientist [19] scientist,#100daysofcode Top Word Pairs in Tweet in G8:
[30] #tech,#devops [25] #coding,#programming [25] #programming,#tech [20] #iot,#datascience [20] #datascience,#linux [19] #linux,#java [17] #devops,#nodejs [17] #nodejs,#iot [15] #java,#programmer [13] #devops,#node Top Word Pairs in Tweet in G9:
[13] artificial,intelligence [5] #machinelearning,#ai [5] #datascience,#100daysofcode [5] read,more [5] #artificialintelligence,#ai [4] intelligence,future [4] future,cybersecurity [4] cybersecurity,forbes [4] forbes,#cybersecurity [3] #bigdata,#deeplearning Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: