The graph represents a network of 6,979 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 Friday, 07 October 2022 at 23:38 UTC.
The requested start date was Friday, 07 October 2022 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, 7-hour, 27-minute period from Monday, 03 October 2022 at 19:28 UTC to Thursday, 06 October 2022 at 02:56 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 : 6979
Unique Edges : 3527
Edges With Duplicates : 11401
Total Edges : 14928
Number of Edge Types : 5
Retweet : 4998
MentionsInRetweet : 5872
Replies to : 432
Mentions : 1383
Tweet : 2243
Self-Loops : 2350
Reciprocated Vertex Pair Ratio : 0.0133961430884734
Reciprocated Edge Ratio : 0.02643811737362
Connected Components : 1596
Single-Vertex Connected Components : 769
Maximum Vertices in a Connected Component : 2907
Maximum Edges in a Connected Component : 8935
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.576219
Graph Density : 0.000141356797740394
Modularity : 0.476467
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,979 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 Friday, 07 October 2022 at 23:38 UTC.
The requested start date was Friday, 07 October 2022 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, 7-hour, 27-minute period from Monday, 03 October 2022 at 19:28 UTC to Thursday, 06 October 2022 at 02:56 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:
[6088] machine,learning [809] learning,model [658] let's,go [657] simple,machine [657] model,one [657] one,classics [657] classics,let's [657] go,together [657] together,line [657] line,line Top Word Pairs in Tweet in G1:
[914] machine,learning [48] artificial,intelligence [41] ai,machine [41] learning,ai [36] learning,model [35] learning,models [30] intelligence,machine [29] data,science [28] health,conditions [27] using,machine Top Word Pairs in Tweet in G2:
[661] machine,learning [620] learning,model [616] simple,machine [616] model,one [616] one,classics [616] classics,let's [616] let's,go [616] go,together [616] together,line [616] line,line Top Word Pairs in Tweet in G3:
[1316] machine,learning [211] #bigdata,#analytics [192] #featured,#courses [190] #iot,#iiot [182] #analytics,#datascience [178] #ai,#ml [162] #datascience,#ai [160] bylilyv,#featured [156] data,science [124] deep,learning Top Word Pairs in Tweet in G4:
[337] machine,learning [330] actual,answer [330] answer,stop [330] stop,naming [330] naming,describing [330] describing,amd [330] amd,tagging [330] tagging,art [330] art,makes [330] makes,machine Top Word Pairs in Tweet in G5:
[211] machine,learning [194] mathematics,machine [194] learning,cup [194] cup,2020 [194] 2020,free [194] free,pdf [194] pdf,read [194] read,masterpiece [194] masterpiece,nicely [193] frnknlsn,mathematics Top Word Pairs in Tweet in G6:
[241] python,data [121] data,science [120] hello,matt [120] matt,python [120] science,author [120] author,trainer [120] trainer,follow [120] follow,learn [120] learn,more [120] more,python Top Word Pairs in Tweet in G7:
[162] machine,learning [22] learning,applications [22] applications,fail [22] fail,google [22] google,flu [22] flu,amazon [22] amazon,hiring [22] hiring,ml [22] ml,healthcare [22] healthcare,wide Top Word Pairs in Tweet in G8:
[59] machine,learning [55] artificial,intelligence [41] intelligence,learning [41] learning,methods [41] methods,supervised [41] supervised,reinforcement [41] reinforcement,unsupervised [41] unsupervised,easy [41] easy,let's [41] let's,try Top Word Pairs in Tweet in G9:
[106] machine,learning [82] geometric,deep [82] deep,learning [82] learning,currently [82] currently,one [82] one,vibrant [82] vibrant,complex [82] complex,sub [82] sub,fields [82] fields,machine Top Word Pairs in Tweet in G10:
[47] machine,learning [16] final,exams [14] old,adage [14] adage,computer [14] computer,tell [14] tell,seems [14] seems,apply [14] apply,ai [14] honored,receive [14] receive,nih 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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