The graph represents a network of 1,324 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, 20 March 2022 at 02:28 UTC.
The requested start date was Sunday, 20 March 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, 6-minute period from Sunday, 06 March 2022 at 00:01 UTC to Saturday, 19 March 2022 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 : 1324
Unique Edges : 1522
Edges With Duplicates : 26307
Total Edges : 27829
Number of Edge Types : 5
Retweet : 2313
MentionsInRetweet : 4404
Mentions : 19384
Tweet : 1186
Replies to : 542
Self-Loops : 1218
Reciprocated Vertex Pair Ratio : 0.0471044610695484
Reciprocated Edge Ratio : 0.0899708917703096
Connected Components : 76
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 1232
Maximum Edges in a Connected Component : 27700
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.183935
Graph Density : 0.00215739199338681
Modularity : 0.104581
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,324 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, 20 March 2022 at 02:28 UTC.
The requested start date was Sunday, 20 March 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, 6-minute period from Sunday, 06 March 2022 at 00:01 UTC to Saturday, 19 March 2022 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:
[794] machine,learning [661] data,science [488] 3insy,9vrvuw90tbchr3d [482] 9vrvuw90tbchr3d,matmamont [472] matteachtr,alkogolichestvo [472] lib_lang,marydro_ [472] marydro_,starshinazapasa [472] tashiy111,artemtam [472] artemtam,alexlitreev [472] alexlitreev,skripka_show Top Word Pairs in Tweet in G1:
[127] machine,learning [122] data,science [56] #analytics,#datascience [48] learning,algorithms [43] #datascience,#ai [42] kdnuggets,#bigdata [41] #ai,#machinelearning [40] #bigdata,#analytics [39] algorithms,classification [36] #datascience,#datascience Top Word Pairs in Tweet in G2:
[218] #datascience,#ai [213] #100daysofcode,#programming [187] #programming,#codenewbie [185] #bigdata,#analytics [172] #analytics,#datascience [170] kdnuggets,#bigdata [163] data,science [154] #codenewbie,#python [154] #ai,#machinelearning [148] machine,learning Top Word Pairs in Tweet in G3:
[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 [19] #ai,#aiio [19] #aiio,#bigdata [18] #bigdata,#ml Top Word Pairs in Tweet in G4:
[411] #ai,#ml [287] machine,learning [234] data,science [108] #datascience,#ai [69] learning,model [58] web,app [58] app,minutes [56] kdnuggets,#datascience [56] learning,web [56] #ai,#machinelearning Top Word Pairs in Tweet in G5:
[182] machine,learning [97] data,science [91] 10,platforms [91] platforms,learn [91] learn,data [90] open,source [90] learning,mastery [89] science,machine [89] learning,mlops [89] mlops,open Top Word Pairs in Tweet in G6:
[23] machine,learning [21] data,science [6] learning,model [5] build,machine [5] learning,web [5] web,app [5] app,minutes [5] data,quality [4] learning,algorithms [4] #learning,#ui Top Word Pairs in Tweet in G7:
[488] 3insy,9vrvuw90tbchr3d [482] 9vrvuw90tbchr3d,matmamont [472] matteachtr,alkogolichestvo [472] lib_lang,marydro_ [472] marydro_,starshinazapasa [472] tashiy111,artemtam [472] artemtam,alexlitreev [472] alexlitreev,skripka_show [472] skripka_show,viktosha55 [472] viktosha55,hukuta04 Top Word Pairs in Tweet in G8:
[18] data,science [11] machine,learning [5] #bigdata,#analytics [4] complete,collection [4] #ai,#ml [4] kdnuggets,#bigdata [4] #analytics,#datascience [4] #datascience,#ai [4] #ai,#machinelearning [3] code,blocks Top Word Pairs in Tweet in G10:
[2] data,scientists 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 G7:
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:
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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 G3:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: