JupyterにMicrosoft.Data.Analysisを入れてみる

Jupyter環境に展開したC#にMicorosoft.Data.Analysisを載せてみました。

# r "nuget:Microsoft.Data.Analysis, 0.2.0"

Installing package Microsoft.Data.Analysis, version 0.2.0.........done!

using Microsoft.Data.Analysis;

# r "nuget:MathNet.Numerics,4.9.0"

Installing package MathNet.Numerics, version 4.9.0.......done!
Successfully added reference to package MathNet.Numerics, version

# r "nuget:XPlot.Plotly"

Installing package XPlot.Plotly..........done!
Successfully added reference to package XPlot.Plotly, version

using MathNet.Numerics;
using XPlot.Plotly;

var df = Microsoft.Data.Analysis.DataFrame.LoadCsv("Data/german.csv");
df

Columns Rows
[ [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9 ... (990 more) ], [ A11, A12, A14, A11, A11, A14, A14, A12, A14, A12 ... (990 more) ], [ 6, 48, 12, 42, 24, 36, 24, 36, 12, 30 ... (990 more) ], [ A34, A32, A34, A32, A33, A32, A32, A32, A32, A34 ... (990 more) ], [ A43, A43, A46, A42, A40, A46, A42, A41, A43, A40 ... (990 more) ], [ 1169, 5951, 2096, 7882, 4870, 9055, 2835, 6948, 3059, 5234 ... (990 more) ], [ A65, A61, A61, A61, A61, A65, A63, A61, A64, A61 ... (990 more) ], [ A75, A73, A74, A74, A73, A73, A75, A73, A74, A71 ... (990 more) ], [ 4, 2, 2, 2, 3, 2, 3, 2, 2, 4 ... (990 more) ], [ A93, A92, A93, A93, A93, A93, A93, A93, A91, A94 ... (990 more) ] ... (12 more) ] [ [ 0, A11, 6, A34, A43, 1169, A65, A75, 4, A93 ... (12 more) ], [ 1, A12, 48, A32, A43, 5951, A61, A73, 2, A92 ... (12 more) ], [ 2, A14, 12, A34, A46, 2096, A61, A74, 2, A93 ... (12 more) ], [ 3, A11, 42, A32, A42, 7882, A61, A74, 2, A93 ... (12 more) ], [ 4, A11, 24, A33, A40, 4870, A61, A73, 3, A93 ... (12 more) ], [ 5, A14, 36, A32, A46, 9055, A65, A73, 2, A93 ... (12 more) ], [ 6, A14, 24, A32, A42, 2835, A63, A75, 3, A93 ... (12 more) ], [ 7, A12, 36, A32, A41, 6948, A61, A73, 2, A93 ... (12 more) ], [ 8, A14, 12, A32, A43, 3059, A64, A74, 2, A91 ... (12 more) ], [ 9, A12, 30, A34, A40, 5234, A61, A71, 4, A94 ... (12 more) ] ... (990 more) ]

となります。

さらに、可視化してみます。

var chart = Chart.Plot(new Graph.Scatter() {y = df["Credit amount"]});

chart

サンプルのJupyter Notebookをgithubに置いておきます。