The graph represents a network of 1,902 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 May 2020 at 04:20 UTC.
The requested start date was Sunday, 24 May 2020 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 11-day, 7-hour, 49-minute period from Tuesday, 12 May 2020 at 15:45 UTC to Saturday, 23 May 2020 at 23:35 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 : 1902
Unique Edges : 1412
Edges With Duplicates : 8376
Total Edges : 9788
Number of Edge Types : 5
Retweet : 3320
MentionsInRetweet : 4039
Tweet : 1482
Mentions : 880
Replies to : 67
Self-Loops : 1514
Reciprocated Vertex Pair Ratio : 0.0247804265997491
Reciprocated Edge Ratio : 0.0483624119987756
Connected Components : 122
Single-Vertex Connected Components : 104
Maximum Vertices in a Connected Component : 1723
Maximum Edges in a Connected Component : 9556
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.833604
Graph Density : 0.000903558976928961
Modularity : 0.25271
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,902 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 May 2020 at 04:20 UTC.
The requested start date was Sunday, 24 May 2020 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 11-day, 7-hour, 49-minute period from Tuesday, 12 May 2020 at 15:45 UTC to Saturday, 23 May 2020 at 23:35 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 G2:
[239] machine,learning [230] ai,machine [194] learning,healthcare [191] learning,free [190] free,ebook [190] data,science [190] automated,machine [190] #machinelearning,#learning [88] deep,learning [84] learning,ai Top Word Pairs in Tweet in G3:
[894] machine,learning [158] #ai,#machinelearning [154] learning,free [150] free,ebook [150] automated,machine [117] spirosmargaris,good [115] #machinelearning,#learning [101] deep,learning [99] #fintech,#insurtech [90] #machinelearning,#ai Top Word Pairs in Tweet in G4:
[324] go,#iot [101] #iot,#bigdata [75] worlds,#ai [71] #ai,#blockchain [66] #blockchain,colliding [61] colliding,kath0134 [55] kath0134,forbes [54] forbes,go [53] ronald_vanloon,worlds [52] #bigdata,#mac Top Word Pairs in Tweet in G5:
[48] machine,learning [43] ai,machine [37] data,scientists [37] learning,healthcare [37] kdnuggets,#machinelearning [37] free,ebook [37] ebook,kdnuggets [37] healthcare,kdnuggets [36] learning,free [36] data,science Top Word Pairs in Tweet in G6:
[23] machine,learning [9] industry,#ai [9] #ai,#analytics [8] #analytics,#machinelearning [7] #machinelearning,#datascience [7] #datascience,predictions [7] predictions,2020 [7] 2020,answers [6] answers,alluxio [6] alluxio,alteryx Top Word Pairs in Tweet in G7:
[7] adamsconsulting,fhioxford [3] fhioxford,svenphilipsen [3] svenphilipsen,kirkdborne [3] kirkdborne,kdnuggets [3] creating,#voicerecognition [3] #voicerecognition,application [3] application,#python [3] #python,#ml [3] #ml,#datascience [3] #datascience,towards_ai Top Word Pairs in Tweet in G8:
[4] machine,learning [4] great,insight [4] insight,ai [4] ai,machinelearning [3] machinelearning,healthcare [3] healthcare,kdnuggets [3] kdnuggets,#ai [3] #ai,#dl [3] #dl,#artificialintelligence [3] #artificialintelligence,#healthtech Top Word Pairs in Tweet in G9:
[12] #machinelearning,programs [10] programs,scroll [10] scroll,millions [10] millions,pieces [10] pieces,#data [10] #data,detect [10] detect,patterns [10] patterns,hard [10] swisscognitive,#machinelearning [10] hard,clinic Top Word Pairs in Tweet in G10:
[8] machine,learning [8] automated,machine [8] learning,free [8] free,ebook [8] ebook,kdnuggets [8] sparse,matrix [8] matrix,representation [8] representation,python [7] python,kdnuggets [7] mattmayo13,automated 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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