The graph represents a network of 2,718 Twitter users whose tweets in the requested range contained "deeplearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 11 December 2019 at 03:27 UTC.
The requested start date was Wednesday, 11 December 2019 at 01:01 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 1-day, 2-hour, 40-minute period from Monday, 09 December 2019 at 22:20 UTC to Wednesday, 11 December 2019 at 01:01 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 : 2718
Unique Edges : 5408
Edges With Duplicates : 3300
Total Edges : 8708
Number of Edge Types : 3
Mentions : 6898
Replies to : 41
Tweet : 1769
Self-Loops : 1769
Reciprocated Vertex Pair Ratio : 0.0214757709251101
Reciprocated Edge Ratio : 0.0420485175202156
Connected Components : 433
Single-Vertex Connected Components : 258
Maximum Vertices in a Connected Component : 1926
Maximum Edges in a Connected Component : 7753
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.164782
Graph Density : 0.000753574298363424
Modularity : 0.484816
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,718 Twitter users whose tweets in the requested range contained "deeplearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 11 December 2019 at 03:27 UTC.
The requested start date was Wednesday, 11 December 2019 at 01:01 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 1-day, 2-hour, 40-minute period from Monday, 09 December 2019 at 22:20 UTC to Wednesday, 11 December 2019 at 01:01 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 : deeplearning
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:
[604] #machinelearning,#deeplearning [493] gt,gt [447] deep,learning [396] #ai,#machinelearning [360] #deeplearning,#machinelearning [359] artificial,intelligence [286] #ai,#deeplearning [281] #datascience,#ai [212] #deeplearning,#iot [205] #bigdata,#analytics Top Word Pairs in Tweet in G1:
[403] gt,gt [155] #deeplearning,#iot [152] #machinelearning,#deeplearning [129] #ai,#deeplearning [117] #ai,#machinelearning [114] #datascience,#ai [94] mikequindazzi,gt [91] wef,mikequindazzi [75] #iot,#bigdata [70] artificial,intelligence Top Word Pairs in Tweet in G2:
[222] deep,learning [217] #deeplearning,#machinelearning [175] #machinelearning,#deeplearning [145] #ai,#machinelearning [135] #bigdata,#analytics [130] #datascience,#ai [120] #analytics,#datascience [120] #ai,#ia [115] artificial,intelligence [113] #ia,#bigdata Top Word Pairs in Tweet in G3:
[150] spirosmargaris,jimmarous [138] jimmarous,xbond49 [134] #machinelearning,#deeplearning [115] ahier,psb_dc [113] future,#ai [111] psb_dc,guzmand [109] guzmand,therudingroup [108] #ai,spirosmargaris [108] xbond49,jblefevre60 [108] jblefevre60,ahier Top Word Pairs in Tweet in G4:
[32] deep,learning [22] machine,learning [22] #deeplearning,#machinelearning [21] gt,gt [20] #ai,#deeplearning [18] future,#ai [18] #ai,spirosmargaris [18] spirosmargaris,jimmarous [18] jimmarous,xbond49 [18] xbond49,jblefevre60 Top Word Pairs in Tweet in G5:
[32] artificial,intelligence [31] #machinelearning,#deeplearning [22] #abdsc,#bigdata [20] #bigdata,#datascience [20] #datascience,#ai [17] #ai,#bigdata [16] #datascientists,datasciencectrl [16] intelligence,2020 [16] 2020,kyield [16] kyield,#ai Top Word Pairs in Tweet in G6:
[25] deep,learning [22] yoshua,bengio [21] arxiv,1902 [21] 1902,02476 [21] simple,baseline [21] baseline,bayesian [21] bayesian,uncertainty [21] uncertainty,deep [21] learning,pca [20] pca,directions Top Word Pairs in Tweet in G7:
[24] fix,bias [23] disagree,difficult [23] difficult,understand [23] understand,fix [23] bias,#ai [23] #ai,algorithms [23] algorithms,#deeplearning [23] #deeplearning,highly [23] highly,non [22] animaanandkumar,disagree Top Word Pairs in Tweet in G8:
[9] researchers,using [9] using,matlab [9] matlab,#deeplearning [9] #deeplearning,detect [9] detect,malaria [9] malaria,medium [9] medium,#datascience [8] during,#neurips2019 [8] #neurips2019,lunch [8] lunch,break Top Word Pairs in Tweet in G9:
[35] #machinelearning,#deeplearning [22] #aws,#machinelearning [20] knew,coming [19] coming,co [19] co,rxnfkodvci [19] rxnfkodvci,#aws [18] julsimon,knew [12] artificial,intelligence [11] #artificialintelligence,#machinelearning [7] speakers,integrate Top Word Pairs in Tweet in G10:
[35] artificial,intelligence [30] read,more [12] #ai,#deeplearning [9] neural,net [9] net,solves [9] solves,three [9] three,body [9] body,problem [9] problem,100 [9] 100,million Top Replied-To in Entire Graph:
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Top Replied-To in G6:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: