The graph represents a network of 1,450 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, 09 January 2022 at 03:30 UTC.
The requested start date was Sunday, 09 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, 6-hour, 5-minute period from Sunday, 26 December 2021 at 01:10 UTC to Saturday, 08 January 2022 at 07:15 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 : 1450
Unique Edges : 1302
Edges With Duplicates : 7261
Total Edges : 8563
Number of Edge Types : 5
Retweet : 2273
MentionsInRetweet : 3339
Tweet : 1618
Mentions : 1250
Replies to : 83
Self-Loops : 1637
Reciprocated Vertex Pair Ratio : 0.0275938189845475
Reciprocated Edge Ratio : 0.0537056928034372
Connected Components : 113
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 1288
Maximum Edges in a Connected Component : 8318
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.144199
Graph Density : 0.00132933533233383
Modularity : 0.242059
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,450 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, 09 January 2022 at 03:30 UTC.
The requested start date was Sunday, 09 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, 6-hour, 5-minute period from Sunday, 26 December 2021 at 01:10 UTC to Saturday, 08 January 2022 at 07:15 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:
[824] data,science [638] machine,learning [543] #ai,#ml [322] data,scientist [199] science,journey [199] towards,data [199] science,kaggle [198] websites,level [198] level,data [198] journey,towards Top Word Pairs in Tweet in G1:
[399] #ai,#ml [104] data,science [97] machine,learning [95] data,scientist [62] track,visualize [62] visualize,execution [60] tools,track [57] #python,code [56] code,kdnuggets [54] execution,#python Top Word Pairs in Tweet in G2:
[388] data,science [192] websites,level [192] level,data [192] science,journey [192] journey,towards [192] towards,data [192] science,kaggle [192] kaggle,analytics [192] analytics,vidhya [192] vidhya,springboard Top Word Pairs in Tweet in G3:
[54] pawlowskimario,kdnuggets [48] satellites,orbit [48] orbit,earth [48] earth,thespaceacad [48] thespaceacad,#tech [48] #tech,#space [48] #space,#sattelite [48] #sattelite,#5g [48] #5g,#iot [48] #iot,cc Top Word Pairs in Tweet in G4:
[65] #ai,#ml [60] kdnuggets,#ai [55] data,scientist [51] #datascience,#ai [48] kdnuggets,#data [44] machine,learning [42] #ai,#machinelearning [38] #ces2022,#ces [36] #datascientist,#digital [36] #digital,#cx Top Word Pairs in Tweet in G5:
[19] data,scientist [19] machine,learning [19] data,science [14] python,code [14] tools,track [13] track,visualize [13] visualize,execution [13] execution,python [12] deep,learning [7] predictive,models Top Word Pairs in Tweet in G6:
[151] machine,learning [59] deep,learning [56] data,science [51] #ai,#ml [42] #ai,#machinelearning [38] #machinelearning,#analytics [33] data,scientist [27] kdnuggets,#datascience [27] #datascience,#ai [27] #ml,#data Top Word Pairs in Tweet in G7:
[129] machine,learning [79] data,science [67] learning,data [63] 11,platforms [63] platforms,learn [63] learn,latest [63] latest,trends [63] trends,machine [63] science,engineering [63] engineering,machine Top Word Pairs in Tweet in G8:
[138] machine,learning [100] data,science [93] data,scientist [80] kdnuggets,#data [56] kdnuggets,#ai [50] #ai,#data [49] python,code [47] scientist,kdnuggets [42] #data,#ai [40] deep,learning Top Word Pairs in Tweet in G9:
[29] machine,learning [15] #datascience,#ds [11] #datascience,#datascience [8] #analytics,#datascience [8] data,scientist [8] full,end [8] end,end [8] end,deployment [8] deployment,machine [8] learning,algorithm Top Word Pairs in Tweet in G10:
[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 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 Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
Top Mentioned in G5:
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Top Mentioned in G7:
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Top Mentioned in G9:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: