The graph represents a network of 1,223 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, 25 December 2022 at 03:41 UTC.
The requested start date was Sunday, 25 December 2022 at 01:01 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, 22-hour, 48-minute period from Sunday, 11 December 2022 at 02:01 UTC to Sunday, 25 December 2022 at 00:50 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 : 1223
Unique Edges : 776
Edges With Duplicates : 5309
Total Edges : 6085
Number of Edge Types : 5
Mentions : 711
Tweet : 1018
MentionsInRetweet : 2564
Retweet : 1758
Replies to : 34
Self-Loops : 1129
Reciprocated Vertex Pair Ratio : 0.0185283218634198
Reciprocated Edge Ratio : 0.0363825363825364
Connected Components : 125
Single-Vertex Connected Components : 112
Maximum Vertices in a Connected Component : 1079
Maximum Edges in a Connected Component : 5763
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.105735
Graph Density : 0.00128738191750317
Modularity : 0.251751
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,223 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, 25 December 2022 at 03:41 UTC.
The requested start date was Sunday, 25 December 2022 at 01:01 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, 22-hour, 48-minute period from Sunday, 11 December 2022 at 02:01 UTC to Sunday, 25 December 2022 at 00:50 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:
[684] data,science [545] machine,learning [328] #bigdata,#analytics [315] #analytics,#datascience [313] kdnuggets,#bigdata [285] #datascience,#ai [266] #iot,#iiot [258] kdnuggets,data [249] science,machine [247] source,linkedin Top Word Pairs in Tweet in G1:
[358] data,science [208] science,machine [208] kdnuggets,data [208] linkedin,kdnuggets [208] trained,source [208] source,linkedin [208] overview,chatgpt [208] chatgpt,trained [207] datasciencedojo,overview [177] machine,learning Top Word Pairs in Tweet in G2:
[231] #bigdata,#analytics [221] kdnuggets,#bigdata [214] #analytics,#datascience [182] #iot,#iiot [133] #python,#rstats [125] #ai,#machinelearning [125] #machinelearning,#iot [120] #datascience,#ai [113] data,science [95] #pytorch,#python Top Word Pairs in Tweet in G3:
[74] kdnuggets,gp_pulipaka [70] read,2022 [70] need,read [69] #machinelearning,#books [69] #books,need [69] 2022,kdnuggets [67] #bigdata,#analytics [67] eli_krumova,#machinelearning [65] kdnuggets,#bigdata [64] #analytics,#datascience Top Word Pairs in Tweet in G4:
[54] machine,learning [42] data,science [21] study,roadmap [21] cheat,sheets [15] deep,learning [15] complete,mlops [15] mlops,study [14] free,machine [13] learning,interview [13] sheets,need Top Word Pairs in Tweet in G5:
[126] machine,learning [116] read,more [98] #ai,#ml [97] #datascience,#ai [87] data,science [74] #pyton,#python [74] kdnuggets,#pyton [67] #python,#pythonic [61] #pythonic,#ml [60] #analytics,# Top Word Pairs in Tweet in G6:
[24] machine,learning [19] data,science [19] artificial,intelligence [16] concept,mother [16] ones,such [16] mother,many [16] very,wide [16] wide,concept [16] such,machine [16] intelligence,very Top Word Pairs in Tweet in G7:
[25] #datascience,#ai [13] #ai,#ml [12] #ml,#deeplearning [10] machine,learning [10] #deeplearning,#analytics [10] #analytics,# [9] #bigdata,#datascience [9] cheat,sheets [9] #,read [8] rasbt,#bigdata Top Word Pairs in Tweet in G8:
[17] kevin_jackson,sallyeaves [16] sallyeaves,schmarzo [16] need,data [14] schmarzo,kdnuggets [13] #ai,#aiio [13] #bigdata,#ml [13] #nlu,#futureofwork [13] #futureofwork,kevin_jackson [13] #ml,#nlu [13] #aiio,#bigdata Top Word Pairs in Tweet in G9:
[35] #ai,#machinelearning [31] #machinelearning,#analytics [15] data,science [8] bigram,poem [8] queries,data [8] poem,inspired [8] useful,intermediate [7] #cybersecurity,#bigdata [7] #datascience,#cybersecurity [7] #ml,#datascience Top Word Pairs in Tweet in G10:
[44] crash,course [43] python,programming [43] programming,crash [43] intermediate,python [43] free,intermediate [41] course,#pythonprogramming [24] pythonbot_,free [6] complete,free [6] deep,learning [6] pytorch,course Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: