The graph represents a network of 6,225 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, 31 July 2021 at 00:04 UTC.
The requested start date was Friday, 30 July 2021 at 00:01 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, 5-hour, 30-minute period from Tuesday, 27 July 2021 at 18:29 UTC to Friday, 30 July 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 : 6225
Unique Edges : 3967
Edges With Duplicates : 11563
Total Edges : 15530
Number of Edge Types : 5
Retweet : 5067
MentionsInRetweet : 6363
Mentions : 1547
Tweet : 2248
Replies to : 305
Self-Loops : 2313
Reciprocated Vertex Pair Ratio : 0.0158932879239393
Reciprocated Edge Ratio : 0.0312892862131583
Connected Components : 1418
Single-Vertex Connected Components : 723
Maximum Vertices in a Connected Component : 3134
Maximum Edges in a Connected Component : 11229
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.017544
Graph Density : 0.000184775090077534
Modularity : 0.453658
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,225 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, 31 July 2021 at 00:04 UTC.
The requested start date was Friday, 30 July 2021 at 00:01 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, 5-hour, 30-minute period from Tuesday, 27 July 2021 at 18:29 UTC to Friday, 30 July 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 : %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:
[6056] machine,learning [537] data,science [526] ai,machine [375] artificial,intelligence [341] #featured,#courses [310] deep,learning [282] quantum,computing [279] bylilyv,#featured [263] higher,edu [263] learning,hsr Top Word Pairs in Tweet in G1:
[1910] machine,learning [406] data,science [341] #featured,#courses [279] bylilyv,#featured [261] deep,learning [246] #courses,machine [219] learning,python [217] learning,data [179] artificial,intelligence [178] #datascience,#ai Top Word Pairs in Tweet in G2:
[800] machine,learning [60] ai,machine [43] artificial,intelligence [39] learning,make [30] learn,more [30] leverage,machine [28] financial,firms [28] firms,leverage [28] make,anomaly [28] anomaly,detection Top Word Pairs in Tweet in G3:
[261] higher,edu [261] machine,learning [260] chinese,higher [260] edu,ai [260] ai,machine [260] learning,hsr [260] hsr,engineering [260] engineering,crispr [260] crispr,supercomputers [260] supercomputers,quantum Top Word Pairs in Tweet in G4:
[263] machine,learning [32] choose,stack [32] stack,based [32] based,trends [32] trends,choose [32] choose,based [32] based,going [32] going,build [32] build,play [32] play,wordpress Top Word Pairs in Tweet in G5:
[188] machine,learning [165] learn,machine [163] six,youtube [163] youtube,playlists [163] playlists,learn [163] learning,free [162] sauain,six [7] artificial,intelligence [5] intelligence,one [5] one,famous Top Word Pairs in Tweet in G6:
[94] machine,learning [19] recommendations,supervised [19] supervised,machine [19] learning,validation [19] validation,biology [18] keep,reading [18] reading,companies [18] companies,bias [18] bias,data [18] data,sets Top Word Pairs in Tweet in G7:
[102] pls,looking [102] looking,postdoc [102] postdoc,work [102] work,bioinformatics [102] bioinformatics,statistical [102] statistical,analysis [102] analysis,microbiome [102] microbiome,datasets [102] datasets,required [102] required,ph Top Word Pairs in Tweet in G8:
[91] machine,learning [84] released,#otd [84] #otd,1987 [84] 1987,rick [84] rick,astley's [84] astley's,never [84] never,gonna [84] gonna,give [84] give,rickroll [84] rickroll,4k Top Word Pairs in Tweet in G9:
[85] machine,learning [38] haltakov,machine [37] learning,world [37] world,ml [37] ml,world [37] world,applications [37] applications,much [37] much,more [37] more,designing [37] designing,fancy Top Word Pairs in Tweet in G10:
[86] machine,learning [12] inteligencia,artificial [5] unas,horas [5] horas,recibo [5] recibo,email [5] email,organización [5] organización,diciendo [5] diciendo,seleccionado [5] seleccionado,impalah [5] impalah,kike Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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