The graph represents a network of 1,664 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, 31 March 2019 at 09:05 UTC.
The requested start date was Sunday, 31 March 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, 20-hour, 26-minute period from Tuesday, 26 March 2019 at 03:30 UTC to Saturday, 30 March 2019 at 23:57 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 : 1664
Unique Edges : 2464
Edges With Duplicates : 3934
Total Edges : 6398
Number of Edge Types : 3
Mentions : 5674
Tweet : 711
Replies to : 13
Self-Loops : 711
Reciprocated Vertex Pair Ratio : 0.0201520912547529
Reciprocated Edge Ratio : 0.0395080134178159
Connected Components : 212
Single-Vertex Connected Components : 115
Maximum Vertices in a Connected Component : 1218
Maximum Edges in a Connected Component : 5885
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.816006
Graph Density : 0.000969560918636385
Modularity : 0.337381
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3059] #bigdata,#analytics [2686] #datascience,#ai [2351] #analytics,#datascience [1738] #ai,#machinelearning [1585] #iot,#iiot [1214] #machinelearning,#iot [1058] #iiot,#pytorch [823] #pytorch,#python [692] #python,#rstats [507] gt,gt Top Word Pairs in Tweet in G1:
[694] #bigdata,#analytics [610] #datascience,#ai [563] #analytics,#datascience [413] #iot,#iiot [393] #ai,#machinelearning [308] #iiot,#pytorch [283] #pytorch,#python [280] #machinelearning,#iot [240] #python,#rstats [183] #javascript,#reactjs Top Word Pairs in Tweet in G2:
[71] read,more [66] modern,#datascientist [62] ronald_vanloon,modern [62] #datascientist,#infographics [62] #infographics,kzawadz [58] kzawadz,tableteer [57] #bigdata,#analytics [54] #datascience,#ai [50] #analytics,#datascience [39] #aibest,ronald_vanloon Top Word Pairs in Tweet in G3:
[1807] #bigdata,#analytics [1612] #datascience,#ai [1384] #analytics,#datascience [1050] #ai,#machinelearning [920] #iot,#iiot [742] #machinelearning,#iot [606] #iiot,#pytorch [450] #pytorch,#python [402] #python,#rstats [330] #analytics,#machinelearning Top Word Pairs in Tweet in G4:
[179] #bigdata,#analytics [146] #datascience,#ai [131] #analytics,#datascience [121] #datascience,#datascientist [109] #technology,#technews [102] #technews,#datascience [100] #ml,#deeplearning [93] ansonmccade,#technology [92] #ai,#machinelearning [89] #datascientist,#dataanalytic Top Word Pairs in Tweet in G5:
[345] gt,gt [174] #bigdata,#analytics [136] #datascience,#ai [111] #analytics,#datascience [81] #iot,#iiot [78] mikequindazzi,gt [77] #ai,#machinelearning [72] #datascience,#datascientist [66] entering,golden [66] golden,age Top Word Pairs in Tweet in G6:
[20] #datascience,#datascientist [20] data,science [19] #kdnuggets,#data [17] data,scientist [9] #datascientist,#bigdata [6] convoluted,world [6] world,#datascientist [6] #data,#datascientist [6] data,scientists [6] #datascientist,#kdnuggets Top Word Pairs in Tweet in G7:
[111] #bigdata,#analytics [96] #datascience,#ai [83] #analytics,#datascience [79] gt,gt [61] #ai,#machinelearning [46] #iot,#iiot [40] #machinelearning,#iot [27] #ai,#iot [24] #datascience,#datascientist [24] #iiot,#pytorch Top Word Pairs in Tweet in G8:
[25] #datascience,generalist [25] generalist,become [25] become,one [25] one,granvilledsc [24] kirkdborne,#datascience [24] granvilledsc,datasciencec [21] #datascientist,multi [21] multi,discipline [21] discipline,integrator [21] integrator,uses Top Word Pairs in Tweet in G9:
[66] job,opportunity [66] looking,#statistician [66] #statistician,#mathematician [66] #mathematician,#datascientist [66] #datascientist,relevant [62] relevant,experience [62] experience,building [61] opportunity,still [61] still,looking [60] jteran2000,job Top Word Pairs in Tweet in G10:
[14] #bigdata,#analytics [12] read,more [11] #datascience,#datascientist [9] #datascience,#ai [8] #rt,cc [8] big,data [8] join,#free [8] #datascience,#python [8] april,2019 [8] 2019,7 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: