The graph represents a network of 2,097 Twitter users whose tweets in the requested range contained "kdnuggets", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 11 April 2021 at 02:23 UTC.
The requested start date was Sunday, 11 April 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 13-day, 7-hour, 12-minute period from Sunday, 28 March 2021 at 00:12 UTC to Saturday, 10 April 2021 at 07:25 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 : 2097
Unique Edges : 2914
Edges With Duplicates : 11267
Total Edges : 14181
Number of Edge Types : 5
Retweet : 4119
MentionsInRetweet : 7316
Mentions : 1624
Tweet : 1043
Replies to : 79
Self-Loops : 1091
Reciprocated Vertex Pair Ratio : 0.0228326792722083
Reciprocated Edge Ratio : 0.0446459713986746
Connected Components : 127
Single-Vertex Connected Components : 106
Maximum Vertices in a Connected Component : 1944
Maximum Edges in a Connected Component : 13967
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.904883
Graph Density : 0.00130457178011481
Modularity : 0.284188
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,097 Twitter users whose tweets in the requested range contained "kdnuggets", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 11 April 2021 at 02:23 UTC.
The requested start date was Sunday, 11 April 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 13-day, 7-hour, 12-minute period from Sunday, 28 March 2021 at 00:12 UTC to Saturday, 10 April 2021 at 07:25 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 : kdnuggets
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:
[653] machine,learning [310] data,science [301] #iot,#iiot [263] #bigdata,#analytics [258] learning,models [249] #analytics,#bigdata [241] kdnuggets,kdnuggets [239] #ai,#datascience [223] #rstats,#reactjs [216] deep,learning Top Word Pairs in Tweet in G1:
[197] kdnuggets,kdnuggets [185] kdnuggets,#kdn [165] ylecun,alfcnz [164] top,#ai [162] #deeplearning,course [162] course,top [162] #ai,researcher [162] researcher,yann [162] yann,lecun [162] lecun,nyu Top Word Pairs in Tweet in G2:
[279] #iot,#iiot [263] machine,learning [242] #bigdata,#analytics [229] #analytics,#bigdata [210] #ai,#datascience [205] #rstats,#reactjs [191] #analytics,#ai [190] #python,#bigdata [189] #bigdata,#ai [183] #ai,#bigdata Top Word Pairs in Tweet in G3:
[118] mrogati,spirosmargaris [117] spirosmargaris,jblefevre60 [115] jblefevre60,xbond49 [110] etl,image [110] image,#ai [110] #ai,hierarchy [110] hierarchy,needs [110] needs,mrogati [100] deeplearn007,etl [98] xbond49,sa Top Word Pairs in Tweet in G4:
[112] keras,open [112] open,source [112] source,neural [112] neural,network [112] network,library [112] library,launched [112] launched,#otd [112] #otd,2015 [112] 2015,one [112] one,world Top Word Pairs in Tweet in G5:
[191] machine,learning [93] learning,models [63] data,science [52] data,scientists [50] making,machine [48] deep,learning [45] models,understandable [40] shapash,making [28] learning,deep [27] best,machine Top Word Pairs in Tweet in G6:
[19] machine,learning [16] data,scientists [12] data,science [9] python,libraries [8] top,10 [8] 10,python [8] libraries,data [8] scientists,know [8] know,2021 [6] deep,learning Top Word Pairs in Tweet in G7:
[10] machine,learning [9] learning,models [9] kdnuggets,#ai [6] deep,learning [5] deploy,#machinelearning [5] #machinelearning,#deep [5] #deep,learning [5] models,#web [5] #web,floriansemle [5] floriansemle,fabriziobustama Top Word Pairs in Tweet in G8:
[7] conducting,study [7] study,data [7] data,pros [7] pros,identify [7] identify,best [7] best,practices [7] practices,#datascience [7] #datascience,#machinelearning [7] #machinelearning,please [7] please,consider Top Word Pairs in Tweet in G9:
[2] braincures,women_in_ai [2] women_in_ai,labiotech_eu [2] labiotech_eu,nicochan33 [2] nicochan33,si_org_pl [2] si_org_pl,mlearning_ai [2] mlearning_ai,globalgoalsai [2] globalgoalsai,technation [2] technation,sallyeaves [2] sallyeaves,nhsx Top Word Pairs in Tweet in G10:
[5] #datascience,#machinelearning [2] industry,2021 [2] 2021,predictions [2] predictions,#ai [2] #ai,#analytics [2] #analytics,#datascience [2] #machinelearning,#predictions [2] #predictions,12 [2] 12,#innovative [2] #innovative,companies Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: