The graph represents a network of 2,232 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, 18 August 2019 at 14:04 UTC.
The requested start date was Sunday, 18 August 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 10-day, 18-hour, 34-minute period from Wednesday, 07 August 2019 at 05:26 UTC to Sunday, 18 August 2019 at 00:01 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 : 2232
Unique Edges : 3686
Edges With Duplicates : 4359
Total Edges : 8045
Number of Edge Types : 3
Mentions : 6264
Tweet : 1663
Replies to : 118
Self-Loops : 1663
Reciprocated Vertex Pair Ratio : 0.0116138398257924
Reciprocated Edge Ratio : 0.0229610141114566
Connected Components : 233
Single-Vertex Connected Components : 200
Maximum Vertices in a Connected Component : 1932
Maximum Edges in a Connected Component : 7675
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.884018
Graph Density : 0.000839627021651573
Modularity : 0.353531
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[749] machine,learning [611] data,science [303] deep,learning [227] read,more [225] knowing,neighbours [186] #datascience,#machinelearning [184] kdnuggets,read [172] neighbours,machine [170] researchers,practitioners [167] learning,graphs Top Word Pairs in Tweet in G1:
[214] machine,learning [150] deep,learning [128] kdnuggets,deep [117] cheat,sheets [109] learning,cheat [108] data,science [56] knowing,neighbours [55] neighbours,machine [55] learning,graphs [55] researchers,practitioners Top Word Pairs in Tweet in G2:
[379] data,science [317] machine,learning [127] #machinelearning,#kdnuggets [110] #datascience,#machinelearning [99] â,â [98] #datascience,#analytics [95] read,more [83] deep,learning [82] thanks,richardeudes [78] #data,#machine Top Word Pairs in Tweet in G3:
[115] read,more [108] kdnuggets,read [95] mattmayo13,kdnuggets [89] more,here [88] learn,more [84] read,full [84] full,article [84] article,here [73] 10,free [73] free,read Top Word Pairs in Tweet in G4:
[55] #fintech,#ai [54] #ai,#artificialintelligence [44] swisscognitive,#ai [38] #machinelearning,#deeplearning [37] #fintech,#insurtech [33] knowing,neighbours [32] #deeplearning,#datascience [31] #datascience,developments [31] developments,2017 [31] 2017,kdnuggets Top Word Pairs in Tweet in G5:
[47] machine,learning [34] data,science [24] researchers,practitioners [23] 12,nlp [23] nlp,researchers [21] practitioners,innovators [21] innovators,following [19] learning,graphs [17] knowing,neighbours [17] neighbours,machine Top Word Pairs in Tweet in G6:
[52] machine,learning [26] knowing,neighbours [25] neighbours,machine [25] 6,key [25] key,concepts [25] concepts,#andrewng [25] #andrewng,s [25] s,machine [25] learning,yearning [25] yearning,#artificialinteligence Top Word Pairs in Tweet in G7:
[29] 12,nlp [29] nlp,researchers [29] researchers,practitioners [27] practitioners,innovators [27] innovators,following [18] kdnuggets,12 [17] yoavartzi,emilymbender [17] emilymbender,yoavgo [17] yoavgo,honnibal [14] following,yoavartzi Top Word Pairs in Tweet in G8:
[14] bineoconsulting,googleai [14] googleai,andrewyng [14] andrewyng,openai [14] openai,jhamrick [14] jhamrick,teachthemachine [14] teachthemachine,lishali88 [14] lishali88,amuellerml [14] amuellerml,rasbt [14] rasbt,_inesmontani [14] _inesmontani,datajunkie Top Word Pairs in Tweet in G9:
[6] â,ï [4] â,â [4] ï,â [4] iam,platform [4] platform,curated [4] curated,retweet [4] actu,quoi [4] quoi,#datascience [4] #datascience,est [4] est,elle Top Word Pairs in Tweet in G10:
[2] jacquesthibs,emergtechethics [2] emergtechethics,lizjosullivan [2] lizjosullivan,ruchowdh [2] ruchowdh,dsinbais10 [2] dsinbais10,camlante [2] camlante,vdignum [2] vdignum,sarvilleneuve [2] sarvilleneuve,pkathrani 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 Replied-To in G7:
Top Replied-To in G8:
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: