The graph represents a network of 1,732 Twitter users whose tweets in the requested range contained "datascientist", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 14 April 2019 at 09:05 UTC.
The requested start date was Sunday, 14 April 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 4-day, 19-hour, 17-minute period from Tuesday, 09 April 2019 at 04:43 UTC to Sunday, 14 April 2019 at 00:00 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 : 1732
Unique Edges : 2549
Edges With Duplicates : 3726
Total Edges : 6275
Number of Edge Types : 3
Mentions : 5515
Tweet : 745
Replies to : 15
Self-Loops : 745
Reciprocated Vertex Pair Ratio : 0.012853470437018
Reciprocated Edge Ratio : 0.0253807106598985
Connected Components : 241
Single-Vertex Connected Components : 132
Maximum Vertices in a Connected Component : 1221
Maximum Edges in a Connected Component : 5687
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.639011
Graph Density : 0.000919918401436647
Modularity : 0.350088
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2782] #bigdata,#analytics [2406] #datascience,#ai [2198] #analytics,#datascience [1949] #ai,#machinelearning [1517] #iot,#iiot [1307] #machinelearning,#iot [986] #iiot,#pytorch [548] #pytorch,#python [403] #python,#rstats [325] #serverless,#datascientist Top Word Pairs in Tweet in G1:
[652] #bigdata,#analytics [588] #datascience,#ai [528] #analytics,#datascience [477] #ai,#machinelearning [429] #iot,#iiot [326] #machinelearning,#iot [293] #iiot,#pytorch [181] #pytorch,#python [160] #python,#rstats [157] #serverless,#datascientist Top Word Pairs in Tweet in G2:
[195] #bigdata,#analytics [164] #datascience,#ai [157] #datascience,#datascientist [149] #analytics,#datascience [126] #ai,#machinelearning [119] #technology,#technews [103] #technews,#datascience [97] ansonmccade,#technology [87] #iot,#iiot [83] #datascientist,#dataanalytic Top Word Pairs in Tweet in G3:
[1574] #bigdata,#analytics [1379] #datascience,#ai [1260] #analytics,#datascience [1118] #ai,#machinelearning [849] #iot,#iiot [769] #machinelearning,#iot [563] #iiot,#pytorch [308] #pytorch,#python [213] #python,#rstats [165] #serverless,#datascientist Top Word Pairs in Tweet in G4:
[35] data,scientist [18] gt,gt [18] #datascience,#datascientist [9] data,science [7] #datascientist,#bigdata [5] #datascientist,#datascience [5] #datascientist,#dataanalytics [5] #datascientist,#artificialintelligence [4] data,scientists [4] #dataanalytics,#datascientist Top Word Pairs in Tweet in G5:
[103] #bigdata,#analytics [78] #analytics,#datascience [75] #datascience,#ai [67] modern,#datascientist [66] #datascientist,#infographics [66] #infographics,kzawadz [64] ronald_vanloon,modern [57] #ai,#machinelearning [56] kzawadz,tableteer [53] read,more Top Word Pairs in Tweet in G6:
[76] more,slides [71] slides,#bigdataanalytics [70] #bigdataanalytics,#datascience [70] #datascience,#analytics [70] #analytics,#bigdata [70] #bigdata,#ai [57] data,science [54] future,data [54] science,more [53] aisoma_ag,future Top Word Pairs in Tweet in G7:
[80] #datascience,#ai [80] #bigdata,#analytics [64] #ai,#machinelearning [64] #analytics,#datascience [46] #statistics,#math [45] #interview,questions [45] questions,answers [42] #machinelearning,#iot [40] #iot,#iiot [36] deeplearninghub,openai Top Word Pairs in Tweet in G8:
[129] gt,gt [27] mikequindazzi,gt [25] #bigdata,#analytics [25] #datascience,#ai [24] gt,#ai [23] 6,steps [23] steps,build [23] build,#iot [23] #iot,find [23] find,success Top Word Pairs in Tweet in G9:
[38] #bigdata,#analytics [21] #analytics,#datascience [15] #machinelearning,#ml [13] here,#bigdata [12] #datascience,#machinelearning [11] #datascience,#ai [11] machines,read [11] read,mind [11] mind,here [10] rise,citizen Top Word Pairs in Tweet in G10:
[45] #datascientist,#datascience [44] #bigdata,#analytics [44] #datascience,#datascientist [41] #ai,#datascience [38] 19,best [32] ahmedjr_16,19 [31] #ai,#datascientist [30] #bi,#machinelearning [26] #ai,#artificialintelligence [26] #ai,#machinelearning Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: