The graph represents a network of 1,178 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 October 2021 at 12:40 UTC.
The requested start date was Wednesday, 06 October 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, 20-hour, 2-minute period from Monday, 04 October 2021 at 03:57 UTC to Wednesday, 06 October 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 : 1178
Unique Edges : 1855
Edges With Duplicates : 14942
Total Edges : 16797
Number of Edge Types : 5
Mentions : 518
Retweet : 6605
MentionsInRetweet : 8607
Tweet : 1060
Replies to : 7
Self-Loops : 1154
Reciprocated Vertex Pair Ratio : 0.0105871029836381
Reciprocated Edge Ratio : 0.020952380952381
Connected Components : 77
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 1080
Maximum Edges in a Connected Component : 16675
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.323343
Graph Density : 0.0037864964161713
Modularity : 0.197903
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,178 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 October 2021 at 12:40 UTC.
The requested start date was Wednesday, 06 October 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, 20-hour, 2-minute period from Monday, 04 October 2021 at 03:57 UTC to Wednesday, 06 October 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:
[2173] #datascience,#ai [1945] #bigdata,#analytics [1767] #analytics,#datascience [1624] #iot,#iiot [1375] #ai,#machinelearning [1119] #machinelearning,#iot [897] #machinelearning,#ai [852] #javascript,#github [847] #python,#rstats [839] #github,#nodejs Top Word Pairs in Tweet in G1:
[1579] #datascience,#ai [1252] #bigdata,#analytics [1140] #analytics,#datascience [1067] #iot,#iiot [807] #javascript,#github [805] #ai,#machinelearning [794] #github,#nodejs [770] #nodejs,#cybersecurity [754] #cybersecurity,#devops [747] #100daysofcode,#datascience Top Word Pairs in Tweet in G2:
[157] #ai,#machinelearning [132] #machinelearning,#iot [117] #bigdata,#analytics [112] #datascience,#ai [106] #analytics,#datascience [106] #ai,#iot [87] #iot,#iiot [86] #machinelearning,#ai [61] artificial,intelligence [50] #iot,#machinelearning Top Word Pairs in Tweet in G3:
[453] #bigdata,#analytics [419] #analytics,#datascience [398] #datascience,#ai [380] #iot,#iiot [294] #ai,#machinelearning [275] #machinelearning,#iot [195] #python,#rstats [159] #iiot,#python [118] #iiot,#pytorch [110] #machinelearning,#bigdata Top Word Pairs in Tweet in G4:
[105] #machinelearning,#ai [96] #ai,#iot [56] #ai,#datascience [48] #digital,#tech [48] #tech,#cloud [47] #cloud,#ai [47] #datascience,#finserv [44] #iot,cc [39] #bigdata,#machinelearning [38] #ai,#machinelearning Top Word Pairs in Tweet in G5:
[74] #bigdata,#analytics [68] #analytics,#datascience [55] #iot,#iiot [46] #ai,#machinelearning [41] #datascience,#ai [30] #machinelearning,#iot [26] #datascience,#iot [25] #python,#rstats [22] #iiot,#python [21] #machinelearning,#bigdata Top Word Pairs in Tweet in G6:
[5] #machinelearning,#ai [5] #ai,#datascience [4] dm,assignment [4] assignment,help [4] help,homeworks [4] homeworks,online [4] online,classes [4] classes,exams [4] exams,essays [4] essays,fallclasses Top Word Pairs in Tweet in G7:
[23] #mlops,ci [23] ci,cd [23] cd,automated [23] automated,pipelines [23] pipelines,#machinelearning [23] #machinelearning,#analytics [23] #analytics,#model [22] sonu_monika,#mlops [20] #model,#data [14] #ai,#iot Top Word Pairs in Tweet in G8:
[11] machine,learning [10] stanford,ai [10] ai,100 [10] 100,report [10] report,impact [10] impact,machine [10] learning,society [10] society,economy [9] mhcommunicate,stanford [9] economy,#de Top Word Pairs in Tweet in G9:
[12] #machinelearning,#ai [8] #ai,#python [7] #bigdata,#analytics [6] #machinelearning,#iot [6] #datascience,#ai [5] #machinelearning,#datascience [5] paula_piccard,robots [5] robots,stealing [5] stealing,jobs [5] jobs,solving Top Word Pairs in Tweet in G10:
[17] premium,#domainname [12] #domainname,sale [11] #cryptoart,#cryptocurrency [11] #cryptocurrency,#ai [9] #ai,#datascience [8] #machinelearning,#bigdata [7] hurry,000 [7] 000,premium [7] sale,#cryptoart [7] #defi,#nft Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: