The graph represents a network of 1,719 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, 22 May 2022 at 02:42 UTC.
The requested start date was Sunday, 22 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, 23-hour, 15-minute period from Sunday, 08 May 2022 at 00:35 UTC to Saturday, 21 May 2022 at 23:50 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 : 1719
Unique Edges : 1323
Edges With Duplicates : 7623
Total Edges : 8946
Number of Edge Types : 5
Retweet : 2394
MentionsInRetweet : 3716
Tweet : 959
Mentions : 1764
Replies to : 113
Self-Loops : 996
Reciprocated Vertex Pair Ratio : 0.0151715039577836
Reciprocated Edge Ratio : 0.0298895386614685
Connected Components : 91
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 1568
Maximum Edges in a Connected Component : 8667
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.952358
Graph Density : 0.00104224442155435
Modularity : 0.254544
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,719 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, 22 May 2022 at 02:42 UTC.
The requested start date was Sunday, 22 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, 23-hour, 15-minute period from Sunday, 08 May 2022 at 00:35 UTC to Saturday, 21 May 2022 at 23:50 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:
[688] data,science [506] machine,learning [368] #datascience,#ai [361] #analytics,#datascience [344] #bigdata,#analytics [306] kdnuggets,#bigdata [262] complete,collection [252] #ai,#machinelearning [217] collection,data [203] #iot,#iiot Top Word Pairs in Tweet in G1:
[208] data,science [140] #datascience,#kdnuggets [96] machine,learning [95] complete,collection [91] kdnuggets,complete [86] collection,data [85] books,part [83] science,books [83] part,#datascience [80] #machinelearning,#kdnuggets Top Word Pairs in Tweet in G2:
[298] data,science [290] #analytics,#datascience [276] #datascience,#ai [268] #bigdata,#analytics [243] machine,learning [241] kdnuggets,#bigdata [172] #ai,#machinelearning [166] #iot,#iiot [131] complete,collection [114] #iiot,#python Top Word Pairs in Tweet in G3:
[151] understand,naïve [151] naïve,bayes [151] bayes,algorithm [151] algorithm,essential [151] essential,concepts [151] concepts,room [151] room,doubts [149] datasciencedojo,understand [149] doubts,understandin [23] data,science Top Word Pairs in Tweet in G4:
[72] #datascience,#ai [69] #ai,#machinelearning [44] #bigdata,#analytics [43] #analytics,#datascience [43] kdnuggets,#ai [37] kdnuggets,#bigdata [37] machine,learning [35] kdnuggets,#datascience [33] data,science [31] top,#programming Top Word Pairs in Tweet in G5:
[3] trippinapenft,kdnuggets [2] jesslyn_limm,greatgoatsnft Top Word Pairs in Tweet in G6:
[16] women_in_ai,labiotech_eu [16] labiotech_eu,nicochan33 [16] nicochan33,si_org_pl [16] si_org_pl,mlearning_ai [16] mlearning_ai,globalgoalsai [16] globalgoalsai,technation [16] technation,sallyeaves [10] sallyeaves,nhsx [9] braincures,women_in_ai [8] nhsx,proftimnoakes Top Word Pairs in Tweet in G7:
[6] neiraosci,salz_er [6] kdnuggets,jeremywaite [6] neural,networks [6] networks,numpy [6] numpy,absolute [6] absolute,beginners [6] beginners,introduction [6] introduction,#numpy [5] salz_er,floriansemle [5] kiraradinsky,kdnuggets Top Word Pairs in Tweet in G8:
[32] data,science [26] machine,learning [9] sweet,spot [9] spot,pure [9] pure,approaches [9] approaches,nlp [9] nlp,document [9] document,analysis [8] #wanderlust,#bikini [7] learning,sweet Top Word Pairs in Tweet in G9:
[9] kdnuggets,garymarcus [8] bernardmarr,infacloud [8] infacloud,kdnuggets [7] tonybaer,redmonk [7] redmonk,bernardmarr [6] garymarcus,marcusborba [6] data_nerd,tonybaer [5] marcusborba,lookerdata [5] kirkdborne,data_nerd [5] tdatascience,datasciencectrl Top Word Pairs in Tweet in G10:
[10] laser,robot [10] robot,distinguishing [10] distinguishing,destroying [10] destroying,unnecessary [10] unnecessary,weeds [10] weeds,without [9] without,pesticides [9] pesticides,mashable [9] mashable,cc [9] cc,whiteheartvic Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: