The graph represents a network of 1,458 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, 15 May 2022 at 02:42 UTC.
The requested start date was Sunday, 15 May 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 13-day, 7-hour, 7-minute period from Sunday, 01 May 2022 at 00:05 UTC to Saturday, 14 May 2022 at 07:12 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 : 1458
Unique Edges : 1199
Edges With Duplicates : 15870
Total Edges : 17069
Number of Edge Types : 5
Retweet : 2269
MentionsInRetweet : 3670
Tweet : 1015
Replies to : 308
Mentions : 9807
Self-Loops : 1061
Reciprocated Vertex Pair Ratio : 0.0259012950647532
Reciprocated Edge Ratio : 0.0504947117024906
Connected Components : 89
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 1343
Maximum Edges in a Connected Component : 16870
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.972218
Graph Density : 0.00137974472604229
Modularity : 0.136093
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,458 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, 15 May 2022 at 02:42 UTC.
The requested start date was Sunday, 15 May 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 13-day, 7-hour, 7-minute period from Sunday, 01 May 2022 at 00:05 UTC to Saturday, 14 May 2022 at 07:12 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:
[575] data,science [398] #datascience,#ai [378] #bigdata,#analytics [372] kdnuggets,#bigdata [360] #analytics,#datascience [350] #ai,#machinelearning [344] machine,learning [224] #datascience,#kdnuggets [194] itu43233571,cathycordemans [194] cathycordemans,const_tatyana Top Word Pairs in Tweet in G1:
[195] #datascience,#kdnuggets [159] data,science [139] #analytics,#datascience [137] #bigdata,#analytics [136] kdnuggets,#bigdata [128] #datascience,#ai [102] machine,learning [100] #ai,#machinelearning [72] hypothesis,testing [72] testing,explained Top Word Pairs in Tweet in G2:
[217] #bigdata,#analytics [213] #datascience,#ai [210] kdnuggets,#bigdata [190] #ai,#machinelearning [184] #analytics,#datascience [108] data,science [101] #iot,#iiot [85] machine,learning [81] analysis,kdnuggets [75] #machinelearning,#iot Top Word Pairs in Tweet in G3:
[245] data,science [125] machine,learning [54] #ai,#machinelearning [52] #datascience,#ai [50] coding,interview [50] interview,questions [49] 15,python [48] python,coding [47] questions,know [47] #machinelearning,#analytics Top Word Pairs in Tweet in G4:
[19] women_in_ai,labiotech_eu [19] labiotech_eu,nicochan33 [19] nicochan33,si_org_pl [19] si_org_pl,mlearning_ai [19] mlearning_ai,globalgoalsai [19] globalgoalsai,technation [19] technation,sallyeaves [13] schmarzo,goodfellow_ian [13] goodfellow_ian,kdnuggets [10] braincures,women_in_ai Top Word Pairs in Tweet in G5:
[6] #bigdata,#analytics [5] analyticbridge,sapanalytics [5] sapanalytics,ronald_vanloon [5] ronald_vanloon,danvesset [5] kdnuggets,fisher85m [5] data,science [5] kdnuggets,kirkdborne [5] kdnuggets,#bigdata [4] #ai,#machinelearning [4] complete,collection Top Word Pairs in Tweet in G6:
[25] data,science [17] machine,learning [9] sweet,spot [9] spot,pure [9] pure,approaches [9] approaches,nlp [9] nlp,document [9] document,analysis [7] free,harvard [7] harvard,courses Top Word Pairs in Tweet in G7:
[35] understand,naïve [35] naïve,bayes [35] bayes,algorithm [35] algorithm,essential [35] essential,concepts [35] concepts,room [35] room,doubts [34] datasciencedojo,understand [34] doubts,understandin [9] sql,know Top Word Pairs in Tweet in G8:
[194] itu43233571,cathycordemans [194] cathycordemans,const_tatyana [192] gaziirhabbas,3insy [192] 3insy,matmamont [192] matmamont,jbiqj5gri809z0g [192] jbiqj5gri809z0g,matteachtr [192] matteachtr,alkogolichestvo [192] alkogolichestvo,ejch16 [192] ejch16,stacy30705 [192] stacy30705,lib_lang Top Word Pairs in Tweet in G9:
[3] fgraillot,spirosmargaris [3] spirosmargaris,sabinevdl [3] sabinevdl,psb_dc [3] psb_dc,kalydeoo [3] kalydeoo,yuripoletto [3] yuripoletto,finmktg [3] finmktg,andreslehtmets [3] andreslehtmets,stratorob [3] stratorob,cgledhill [2] cgledhill,viviane41861305 Top Word Pairs in Tweet in G10:
[4] trippinapenft,kdnuggets 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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