The graph represents a network of 1,818 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, 13 June 2021 at 02:28 UTC.
The requested start date was Sunday, 13 June 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, 20-minute period from Sunday, 30 May 2021 at 00:53 UTC to Saturday, 12 June 2021 at 07:14 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 : 1818
Unique Edges : 1697
Edges With Duplicates : 15245
Total Edges : 16942
Number of Edge Types : 5
Retweet : 5799
MentionsInRetweet : 8003
Mentions : 1714
Tweet : 1326
Replies to : 100
Self-Loops : 1386
Reciprocated Vertex Pair Ratio : 0.0182848313159928
Reciprocated Edge Ratio : 0.0359129994941831
Connected Components : 131
Single-Vertex Connected Components : 116
Maximum Vertices in a Connected Component : 1667
Maximum Edges in a Connected Component : 16720
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.950365
Graph Density : 0.00119698265919052
Modularity : 0.169994
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,818 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, 13 June 2021 at 02:28 UTC.
The requested start date was Sunday, 13 June 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, 20-minute period from Sunday, 30 May 2021 at 00:53 UTC to Saturday, 12 June 2021 at 07:14 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:
[1903] #iot,#iiot [1833] #bigdata,#analytics [1763] #python,#bigdata [1763] #analytics,#ai [1339] #ai,#datascience [1326] #datascience,#iot [1146] #iiot,#azure [984] kdnuggets,#kdn [933] #azure,#rstats [858] #rstats,#dotnet Top Word Pairs in Tweet in G1:
[684] kdnuggets,#kdn [115] data,scientist [114] data,science [96] #python,kdnuggets [95] kdnuggets,top [75] machine,learning [61] becoming,data [60] step,step [59] guide,become [59] kdnuggets,kdnuggets Top Word Pairs in Tweet in G2:
[1516] #iot,#iiot [1446] #bigdata,#analytics [1394] #python,#bigdata [1386] #analytics,#ai [1045] #datascience,#iot [1020] #ai,#datascience [919] #iiot,#azure [750] #azure,#rstats [697] #rstats,#dotnet [469] #100daysofcode,#ai Top Word Pairs in Tweet in G3:
[378] #iot,#iiot [377] #bigdata,#analytics [367] #analytics,#ai [360] #python,#bigdata [308] #ai,#datascience [276] #datascience,#iot [219] #iiot,#azure [176] #azure,#rstats [156] #rstats,#dotnet [145] #ai,#ml Top Word Pairs in Tweet in G4:
[166] titli_chaterji,nasscomr [159] ronald_vanloon,enabling [159] enabling,#manufacturing [159] #manufacturing,using [159] using,iota [159] iota,possible [159] possible,approach [159] approach,covid [159] covid,19 [159] 19,paradigm Top Word Pairs in Tweet in G5:
[21] data,scientist [15] machine,learning [15] data,science [12] guide,become [12] step,step [12] step,approach [11] become,data [11] scientist,step [9] approach,kdnuggets [6] data,scientists Top Word Pairs in Tweet in G6:
[24] women_in_ai,labiotech_eu [24] labiotech_eu,nicochan33 [24] nicochan33,si_org_pl [24] si_org_pl,mlearning_ai [24] mlearning_ai,globalgoalsai [24] globalgoalsai,technation [24] technation,sallyeaves [13] braincures,women_in_ai [13] ai4eu,ai4good [12] schmarzo,goodfellow_ian Top Word Pairs in Tweet in G7:
[29] kdnuggets,#kdn [19] learn,more [17] machine,learning [17] #ai,#aiio [17] #aiio,#bigdata [17] #bigdata,#ml [17] #ml,#nlu [16] ty,ravidugh [16] ravidugh,cc [13] general,news Top Word Pairs in Tweet in G8:
[268] #ai,#ml [72] machine,learning [55] data,science [30] learning,#ai [28] 2021,#ai [26] science,machine [25] data,scientist [22] top,stories [15] top,data [15] guide,become Top Word Pairs in Tweet in G9:
[73] kdnuggets,#kdn [21] #data,#analytics [19] hubbucket,âž [13] #datascience,#dataengineering [10] machine,learning [10] #analytics,#health [10] #dataengineering,#data [9] #artificialintelligence,#ai [8] hubbucket,hubmedx [8] learning,#datascience Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G7:
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Top Tweeters in G10: