The graph represents a network of 1,775 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, 24 January 2021 at 01:56 UTC.
The requested start date was Sunday, 24 January 2021 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 9-day, 22-hour, 4-minute period from Wednesday, 13 January 2021 at 13:51 UTC to Saturday, 23 January 2021 at 11:55 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 : 1775
Unique Edges : 1461
Edges With Duplicates : 16812
Total Edges : 18273
Number of Edge Types : 5
Retweet : 6092
MentionsInRetweet : 10091
Tweet : 1159
Mentions : 833
Replies to : 98
Self-Loops : 1219
Reciprocated Vertex Pair Ratio : 0.0101993509503941
Reciprocated Edge Ratio : 0.0201927489674162
Connected Components : 125
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 1624
Maximum Edges in a Connected Component : 18090
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.975932
Graph Density : 0.00138399733235943
Modularity : 0.169293
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,775 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, 24 January 2021 at 01:56 UTC.
The requested start date was Sunday, 24 January 2021 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 9-day, 22-hour, 4-minute period from Wednesday, 13 January 2021 at 13:51 UTC to Saturday, 23 January 2021 at 11:55 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:
[1562] data,science [1058] #100daysofcode,#ai [840] machine,learning [586] strat_ai,ai_miami [565] top,python [565] python,libraries [552] ai_miami,#100daysofcode [492] ai_miami,strat_ai [486] #ai,#analytics [468] strat_ai,#100daysofcode Top Word Pairs in Tweet in G1:
[77] data,science [55] #datascience,#machinelearning [51] subway,roadmap [51] roadmap,become [51] become,#datascientist [50] kdnuggets,subway [46] kdnuggets,top [39] kdnuggets,build [37] build,first [36] #python,libraries Top Word Pairs in Tweet in G2:
[925] #100daysofcode,#ai [539] strat_ai,ai_miami [537] data,science [487] ai_miami,#100daysofcode [451] ai_miami,strat_ai [429] strat_ai,#100daysofcode [411] #ai,#analytics [395] kdnuggets,ai_miami [389] libraries,#datascience [377] top,python Top Word Pairs in Tweet in G3:
[767] data,science [331] machine,learning [137] top,python [137] python,libraries [118] science,data [113] libraries,data [113] data,visualization [113] visualization,machine [110] learning,kdnuggets [93] kdnuggets,#datascience Top Word Pairs in Tweet in G4:
[32] 10,underappreciated [32] underappreciated,#python [32] #python,#packages [32] #packages,#machinelearning [32] #machinelearning,practitioners [32] practitioners,#fintech [31] spirosmargaris,10 [30] #fintech,#insurte [22] #artificialintelligence,rules [22] rules,#digital Top Word Pairs in Tweet in G5:
[72] #ai,#bigdata [63] jblefevre60,#ai [56] #bigdata,#artificialintelligence [53] #ai,#iot [51] #ar,#technology [51] #technology,future [51] future,jblefevre60 [51] #iot,#vr [51] #vr,#augmentedreality [51] #augmentedreality,#bigdata Top Word Pairs in Tweet in G6:
[26] data,science [13] machine,learning [10] information,theory [9] essential,math [8] means,8x [8] 8x,faster [8] faster,27x [8] 27x,lower [8] lower,error [8] error,scikit Top Word Pairs in Tweet in G7:
[64] data,science [45] machine,learning [27] 2021,#datascience [25] top,python [25] python,libraries [24] libraries,data [24] science,data [24] data,visualization [24] visualization,machine [24] learning,#datascience Top Word Pairs in Tweet in G8:
[33] data,science [25] #datascience,#machinelearning [25] #ai,#machinelearning [24] #datascience,tools [24] kdnuggets,chboursin [23] popular,#datascience [23] #machinelearning,#coding [23] #coding,kdnuggets [22] #machinelearning,#ml [22] frronconi,popular Top Word Pairs in Tweet in G9:
[5] top,#artificialintelligence [4] discover,top [4] #artificialintelligence,thought [4] thought,leaders [4] leaders,jeffdean [4] jeffdean,kirkdborne [4] kirkdborne,techreview [4] techreview,ronald_vanloon [3] sites,trouver [3] trouver,jeux Top Word Pairs in Tweet in G10:
[2] adjiesanputro,jurubaca [2] jurubaca,gnolbo [2] gnolbo,kepenulisan [2] kepenulisan,literatur [2] literatur,logos_id [2] logos_id,filsafat [2] filsafat,literatur [2] literatur,pijarpsikologi [2] pijarpsikologi,psychtoday Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G9:
Top Replied-To in G10:
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:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: