The graph represents a network of 1,922 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, 02 May 2021 at 02:28 UTC.
The requested start date was Sunday, 02 May 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, 22-hour, 48-minute period from Sunday, 18 April 2021 at 00:13 UTC to Saturday, 01 May 2021 at 23:01 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 : 1922
Unique Edges : 1908
Edges With Duplicates : 12411
Total Edges : 14319
Number of Edge Types : 5
Retweet : 4660
MentionsInRetweet : 6807
Tweet : 1294
Mentions : 1445
Replies to : 113
Self-Loops : 1352
Reciprocated Vertex Pair Ratio : 0.0209195402298851
Reciprocated Edge Ratio : 0.0409817608646701
Connected Components : 142
Single-Vertex Connected Components : 123
Maximum Vertices in a Connected Component : 1757
Maximum Edges in a Connected Component : 14065
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.829431
Graph Density : 0.00120281829453854
Modularity : 0.218473
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,922 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, 02 May 2021 at 02:28 UTC.
The requested start date was Sunday, 02 May 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, 22-hour, 48-minute period from Sunday, 18 April 2021 at 00:13 UTC to Saturday, 01 May 2021 at 23:01 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:
[1002] kdnuggets,#kdn [870] #bigdata,#analytics [855] #iot,#iiot [809] data,science [730] #analytics,#ai [712] #python,#bigdata [571] #ai,#datascience [481] machine,learning [467] top,10 [457] #datascience,#iot Top Word Pairs in Tweet in G1:
[699] kdnuggets,#kdn [251] kdnuggets,kdnuggets [204] data,science [198] kdnuggets,april [136] #kdn,kdnuggets [108] data,scientist [98] machine,learning [87] top,10 [63] 2021,kdnuggets [63] kdnuggets,data Top Word Pairs in Tweet in G2:
[792] #iot,#iiot [784] #bigdata,#analytics [667] #analytics,#ai [658] #python,#bigdata [526] #ai,#datascience [422] #datascience,#iot [403] #iiot,#pytorch [367] #100daysofcode,#ai [346] #pytorch,#rstats [326] #ai,#analytics Top Word Pairs in Tweet in G3:
[212] data,science [192] machine,learning [87] #ai,#ml [83] #ai,#machinelearning [80] kdnuggets,#kdn [63] top,10 [57] #bigdata,#analytics [53] #analytics,#ai [51] data,scientists [50] #python,#bigdata Top Word Pairs in Tweet in G4:
[85] 2021,#fintech [66] data,science [61] #datascience,#ai [60] science,#books [60] #books,start [60] start,#reading [60] #reading,2021 [60] #fintech,#datascience [59] spirosmargaris,data [58] #ai,#artificia Top Word Pairs in Tweet in G5:
[44] data,science [29] machine,learning [15] data,scientists [12] data,scientist [9] science,books [9] books,start [9] start,reading [9] reading,2021 [8] data,analytics [8] organize,data Top Word Pairs in Tweet in G6:
[11] braincuresltd,lead_coalition [11] lead_coalition,nigewillson [11] nigewillson,roblemvr [11] roblemvr,dinisguarda [11] dinisguarda,geraldjwilmink [11] geraldjwilmink,nicochan33 [11] nicochan33,thefuturisthq [11] thefuturisthq,coe4ai [9] braincures,braincuresltd [9] coe4ai,nord Top Word Pairs in Tweet in G7:
[25] machine,learning [12] data,science [10] future,smart [10] smart,home [10] home,technology [10] technology,ty [10] ty,heinzvhoenen [10] heinzvhoenen,mt [10] mt,shicooks [10] shicooks,cc Top Word Pairs in Tweet in G8:
[5] makes,song [5] song,popular [5] popular,analyzing [5] analyzing,top [5] top,songs [5] songs,spotify [5] spotify,kdnuggets [4] bigdataaito,makes [4] kdnuggets,thisisbernardo [3] thisisbernardo,ravidu Top Word Pairs in Tweet in G9:
[2] #deeplearning,#dl [2] #ai,#artificialintelligence Top Word Pairs in Tweet in G10:
[6] #datascience,projects [6] check,iamontheinet's [6] iamontheinet's,blog [6] blog,kdnuggets [6] kdnuggets,highlights [6] highlights,#streamsets [6] #streamsets,databricks [6] databricks,mlflow [6] mlflow,help [5] kdnuggets,#kdn Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: