The graph represents a network of 1,881 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, 19 September 2021 at 02:30 UTC.
The requested start date was Sunday, 19 September 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, 6-hour, 51-minute period from Sunday, 05 September 2021 at 00:17 UTC to Saturday, 18 September 2021 at 07:08 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 : 1881
Unique Edges : 1326
Edges With Duplicates : 13606
Total Edges : 14932
Number of Edge Types : 5
Retweet : 5141
MentionsInRetweet : 6858
Mentions : 1471
Tweet : 1384
Replies to : 78
Self-Loops : 1447
Reciprocated Vertex Pair Ratio : 0.0116974972796518
Reciprocated Edge Ratio : 0.023124495832213
Connected Components : 126
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 1686
Maximum Edges in a Connected Component : 14678
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.861286
Graph Density : 0.00105167011661972
Modularity : 0.184625
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,881 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, 19 September 2021 at 02:30 UTC.
The requested start date was Sunday, 19 September 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, 6-hour, 51-minute period from Sunday, 05 September 2021 at 00:17 UTC to Saturday, 18 September 2021 at 07:08 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:
[1612] #iot,#iiot [1371] #iiot,#azure [1326] #datascience,#iot [1266] #ai,#datascience [1238] #python,#bigdata [1179] #bigdata,#analytics [1061] #analytics,#ai [859] #azure,#rstats [817] #rstats,#dotnet [717] machine,learning Top Word Pairs in Tweet in G1:
[212] free,courses [207] 38,free [207] courses,coursera [207] coursera,#datascience [206] kdnuggets,38 [68] data,science [59] kdnuggets,kdnuggets [55] machine,learning [53] kdnuggets,#machinelearning [51] project,ideas Top Word Pairs in Tweet in G2:
[1142] #iot,#iiot [937] #iiot,#azure [919] #datascience,#iot [875] #python,#bigdata [870] #ai,#datascience [834] #bigdata,#analytics [737] #analytics,#ai [588] #azure,#rstats [556] #rstats,#dotnet [499] #ai,#ml Top Word Pairs in Tweet in G3:
[75] machine,learning [70] learn,more [68] data,science [58] guide,become [58] become,#datascientist [58] #datascientist,step [58] step,step [58] step,approach [54] approach,hugo [54] hugo,cen Top Word Pairs in Tweet in G4:
[23] kevin_jackson,sallyeaves [22] sallyeaves,schmarzo [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 [18] #ai,#aiio Top Word Pairs in Tweet in G5:
[430] #iot,#iiot [404] #iiot,#azure [378] #datascience,#iot [364] #ai,#datascience [337] #python,#bigdata [316] #bigdata,#analytics [302] #analytics,#ai [247] #azure,#rstats [240] #rstats,#dotnet [110] #bigdata,#ai Top Word Pairs in Tweet in G6:
[19] data,science [10] deep,learning [10] project,ideas [10] ideas,beginners [9] machine,learning [9] learning,project [7] top,18 [7] low,code [7] code,code [6] 18,low Top Word Pairs in Tweet in G7:
[45] deep,learning [40] free,courses [37] machine,learning [36] learning,#deeplearning [35] courses,calculus [35] calculus,key [35] key,understanding [35] understanding,deep [27] machinelearnflx,free [18] data,science Top Word Pairs in Tweet in G8:
[3] 663renegade,chief_pilot_ [3] chief_pilot_,dodym38 [3] dodym38,redsand2 [3] redsand2,yaidunohannji [3] yaidunohannji,garaupina [3] garaupina,ritasofiale [3] ritasofiale,polishroyalgoat [3] polishroyalgoat,heroldbarton [2] roads2,663renegade [2] heroldbarton,hossainanaâ Top Word Pairs in Tweet in G9:
[44] #artificialintelligence,#bigdata [34] #bigdata,#datascience [27] artificial,intelligence [26] machine,learning [23] data,science [13] deep,learning [13] #ai,#machinelearning [12] #machinelearning,#artificialintelligence [9] #ai,#marketing [9] intelligence,vs Top Word Pairs in Tweet in G10:
[2] jdjanogly,kdnuggets [2] kdnuggets,kdj_media 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 G8:
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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: