The graph represents a network of 4,572 Twitter users whose tweets in the requested range contained ""machine learning"", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 06 March 2021 at 01:03 UTC.
The requested start date was Friday, 05 March 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 1-hour, 13-minute period from Tuesday, 02 March 2021 at 23:46 UTC to Friday, 05 March 2021 at 01:00 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 : 4572
Unique Edges : 2994
Edges With Duplicates : 13019
Total Edges : 16013
Number of Edge Types : 5
Retweet : 5882
MentionsInRetweet : 6977
Tweet : 1807
Mentions : 1147
Replies to : 200
Self-Loops : 1847
Reciprocated Vertex Pair Ratio : 0.00929814037192562
Reciprocated Edge Ratio : 0.0184249628528975
Connected Components : 499
Single-Vertex Connected Components : 229
Maximum Vertices in a Connected Component : 3515
Maximum Edges in a Connected Component : 14739
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.711089
Graph Density : 0.000322030955931427
Modularity : 0.369847
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 4,572 Twitter users whose tweets in the requested range contained "%22machine learning%22", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 06 March 2021 at 01:03 UTC.
The requested start date was Friday, 05 March 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 1-hour, 13-minute period from Tuesday, 02 March 2021 at 23:46 UTC to Friday, 05 March 2021 at 01:00 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 : %22machine learning%22
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:
[6181] machine,learning [766] data,science [493] #featured,#courses [435] bylilyv,#featured [400] artificial,intelligence [395] deep,learning [374] #machine,#learning [360] #courses,machine [358] #iot,#iiot [357] learning,python Top Word Pairs in Tweet in G1:
[1670] machine,learning [119] ai,machine [115] data,science [80] artificial,intelligence [48] deep,learning [43] #ai,#machinelearning [37] ãƒ,ム[37] learning,python [37] intelligence,machine [36] 10,ways Top Word Pairs in Tweet in G2:
[1926] machine,learning [472] data,science [440] #featured,#courses [382] bylilyv,#featured [340] #iot,#iiot [318] #courses,machine [313] #bigdata,#analytics [289] #analytics,#datascience [275] learning,python [269] deep,learning Top Word Pairs in Tweet in G3:
[337] hiring,engineers [337] engineers,android [337] android,backend [337] backend,devops [337] devops,frontend [337] frontend,web [337] web,machine [337] machine,learning [337] learning,write [337] write,ar Top Word Pairs in Tweet in G4:
[492] machine,learning [239] artificial,intelligence [119] blue,nova [118] nova,technology [112] technology,llc [107] #machine,#learning [105] intelligence,machine [87] #blockchain,#financial [87] #financial,#fintech [87] #fintech,#artificial Top Word Pairs in Tweet in G5:
[103] machine,learning [29] #ai,#ml [28] #ml,#dl [27] ipfconline1,#machinelearning [22] #datascience,#machinelearning [19] #ai,#machinelearning [19] #machinelearning,solve [19] solve,#climatechange [19] #climatechange,here's [18] #ai,#datascience Top Word Pairs in Tweet in G6:
[209] machine,learning [12] ai,machine [9] use,machine [8] big,data [7] data,science [7] learning,models [6] using,machine [5] learning,algorithms [5] data,mining [5] artificial,intelligence Top Word Pairs in Tweet in G7:
[223] machine,learning [112] came,amazing [112] amazing,github [112] github,repository [112] repository,800 [112] 800,video [112] video,courses [112] courses,computer [112] computer,science [112] science,machine Top Word Pairs in Tweet in G8:
[75] machine,learning [71] python,sql [70] data,science [69] recipe,getting [69] getting,job [69] job,data [69] science,months [69] months,learn [69] learn,python [69] sql,brush Top Word Pairs in Tweet in G9:
[100] key,tool [100] tool,used [100] used,deepfakes [100] deepfakes,machine [100] machine,learning [100] learning,person [100] person,feed [100] feed,computer [100] computer,programme [100] programme,hours Top Word Pairs in Tweet in G10:
[84] machine,learning [40] ãƒ,ム[27] started,machine [26] python,sql [25] one,paying [25] paying,anything [25] anything,started [25] learning,youtube [25] youtube,github [25] github,enough Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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