The graph represents a network of 7,581 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, 03 December 2022 at 00:38 UTC.
The requested start date was Friday, 02 December 2022 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, 4-hour, 29-minute period from Tuesday, 29 November 2022 at 20:31 UTC to Friday, 02 December 2022 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 : 7581
Unique Edges : 3702
Edges With Duplicates : 11377
Total Edges : 15079
Number of Edge Types : 5
Tweet : 2115
Replies to : 396
Mentions : 1533
Retweet : 5066
MentionsInRetweet : 5969
Self-Loops : 2247
Reciprocated Vertex Pair Ratio : 0.0176405733186329
Reciprocated Edge Ratio : 0.0346695557963164
Connected Components : 1681
Single-Vertex Connected Components : 895
Maximum Vertices in a Connected Component : 3863
Maximum Edges in a Connected Component : 9774
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.76875
Graph Density : 0.000128497886850162
Modularity : 0.504126
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,581 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, 03 December 2022 at 00:38 UTC.
The requested start date was Friday, 02 December 2022 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, 4-hour, 29-minute period from Tuesday, 29 November 2022 at 20:31 UTC to Friday, 02 December 2022 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:
[4860] machine,learning [1480] python,month [1005] ai,art [962] art,theft [961] lot,people [961] images,referencing [961] theft,copying [961] original,images [961] people,argue [961] argue,ai Top Word Pairs in Tweet in G1:
[954] ai,art [953] people,argue [953] images,referencing [953] theft,copying [953] lot,people [953] argue,ai [953] art,theft [953] copying,original [953] original,images [953] referencing,person Top Word Pairs in Tweet in G2:
[1070] machine,learning [69] end,end [68] end,machine [66] learning,pipeline [65] ai,machine [64] build,time [64] mlops,build [64] time,end [64] using,mlops [50] artificial,intelligence Top Word Pairs in Tweet in G3:
[1420] python,month [710] month,python [710] advance,python [710] map,month [710] stats,probability [710] road,map [710] month,excel [710] month,advance [710] excel,month [710] month,stats Top Word Pairs in Tweet in G4:
[590] machine,learning [111] #ai,#ml [105] #bigdata,#analytics [100] #ai,#machinelearning [74] #iot,#iiot [65] #ml,#dl [63] learn,machine [60] #analytics,#datascience [59] #datascience,#ai [49] data,science Top Word Pairs in Tweet in G5:
[356] machine,learning [141] learn,practice [128] pandas,data [128] data,analysis [127] library,used [127] free,python [127] used,heavily [127] pandas,free [127] #60daysofmachinelearning,pandas [127] 30,#60daysofmachinelearning Top Word Pairs in Tweet in G6:
[184] machine,learning [163] learning,analysis [143] subtypes,#longcovid [142] large,cohorts [142] #longcovid,machine [142] appear,subtypes [142] naturemedicine,appear [142] analysis,large [142] erictopol,naturemedicine [21] long,covid Top Word Pairs in Tweet in G7:
[153] machine,learning [84] amazon,sagemaker [43] help,accelerate [40] news,aws [40] aws,#reinvent [40] announced,partnership [40] sagemaker,help [40] partnership,awscloud [40] awscloud,amazon [40] #reinvent,announced Top Word Pairs in Tweet in G8:
[206] machine,learning [112] learning,algorithm [56] unsupervised,learning [55] component,analysis [55] principal,component [55] useful,machine [55] analysis,unsupervised [55] algorithm,pca [55] really,useful [55] pca,principal Top Word Pairs in Tweet in G9:
[86] machine,learning [81] artificial,intelligence [80] learn,use [80] intelligence,python [80] introductory,course [80] learning,python [80] python,learn [80] introduction,artificial [80] python,introductory [80] use,machine Top Word Pairs in Tweet in G10:
[38] machine,learning [8] learning,model [5] learning,methods [5] see,bacteria [5] data,scientist [5] ethical,hacker [5] embedded,system [5] last,week [5] demonstrating,ppi [5] paper,published 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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