The graph represents a network of 1,696 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, 16 January 2022 at 03:31 UTC.
The requested start date was Sunday, 16 January 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, 2-minute period from Sunday, 02 January 2022 at 01:11 UTC to Saturday, 15 January 2022 at 23:14 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 : 1696
Unique Edges : 1488
Edges With Duplicates : 8892
Total Edges : 10380
Number of Edge Types : 5
Retweet : 2837
MentionsInRetweet : 4280
Mentions : 1407
Tweet : 1754
Replies to : 102
Self-Loops : 1778
Reciprocated Vertex Pair Ratio : 0.0187838268067494
Reciprocated Edge Ratio : 0.036875
Connected Components : 118
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 1540
Maximum Edges in a Connected Component : 10063
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.181766
Graph Density : 0.00111315188957533
Modularity : 0.231671
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,696 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, 16 January 2022 at 03:31 UTC.
The requested start date was Sunday, 16 January 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, 2-minute period from Sunday, 02 January 2022 at 01:11 UTC to Saturday, 15 January 2022 at 23:14 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:
[880] data,science [662] machine,learning [617] #ai,#ml [328] data,scientist [237] deep,learning [203] science,journey [203] towards,data [203] science,kaggle [202] websites,level [202] level,data Top Word Pairs in Tweet in G1:
[90] machine,learning [88] data,scientist [52] became,actual [52] actual,self [52] self,taught [52] taught,data [52] scientist,story [52] kdnuggets,interpretable [51] interpretable,machine [51] learning,guide Top Word Pairs in Tweet in G2:
[57] pawlowskimario,kdnuggets [50] satellites,orbit [50] orbit,earth [50] earth,thespaceacad [50] thespaceacad,#tech [50] #tech,#space [50] #space,#sattelite [50] #sattelite,#5g [50] #5g,#iot [50] #iot,cc Top Word Pairs in Tweet in G3:
[124] machine,learning [111] data,science [104] #ai,#ml [97] #datascience,#analytics [94] kdnuggets,#ai [87] #ai,#machinelearning [78] learning,kdnuggets [78] #analytics,#machinelearning [69] kdnuggets,#coding [69] deep,learning Top Word Pairs in Tweet in G4:
[399] data,science [199] websites,level [199] level,data [199] science,journey [199] journey,towards [199] towards,data [199] science,kaggle [199] kaggle,analytics [199] analytics,vidhya [199] vidhya,springboard Top Word Pairs in Tweet in G5:
[7] kirkdborne,kdnuggets [6] #ai,#ml [5] women_in_ai,labiotech_eu [5] labiotech_eu,nicochan33 [5] nicochan33,si_org_pl [5] si_org_pl,mlearning_ai [5] mlearning_ai,globalgoalsai [5] globalgoalsai,technation [5] technation,sallyeaves [5] sallyeaves,proftimnoakes Top Word Pairs in Tweet in G6:
[486] #ai,#ml [341] machine,learning [214] data,science [161] data,scientist [111] deep,learning [93] kdnuggets,#data [91] python,code [84] reinforcement,learning [83] learning,course [83] course,part Top Word Pairs in Tweet in G7:
[44] data,science [40] machine,learning [16] models,die [16] die,silence [14] learning,models [13] deep,learning [13] data,scientist [13] dying,career [11] using,python [11] learning,projects Top Word Pairs in Tweet in G8:
[46] analyst,data [23] great,example [23] example,data [23] data,team [23] team,structure [23] structure,scrum [23] scrum,master [23] master,bi [23] bi,analyst [23] data,analyst Top Word Pairs in Tweet in G10:
[3] great,project Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: