#r "nuget:Microsoft.Data.Analysis, 0.2.0"
#r "nuget:MathNet.Numerics,4.9.0"
#r "nuget:XPlot.Plotly"

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

Successfully added reference to package Microsoft.Data.Analysis, version

Installing package MathNet.Numerics, version 4.9.0.....done!

Successfully added reference to package MathNet.Numerics, version

Installing package XPlot.Plotly......done!

Successfully added reference to package XPlot.Plotly, version

using MathNet.Numerics;
using Microsoft.Data.Analysis;
using System;
using XPlot.Plotly;

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

df.Columns

index	NullCount	Length	Name	DataType
0	0	1000		System.Single
1	0	1000	Status of existing checking account	System.String
2	0	1000	Duration in month	System.Single
3	0	1000	Credit history	System.String
4	0	1000	Purpose	System.String
5	0	1000	Credit amount	System.Single
6	0	1000	Savings account/bonds	System.String
7	0	1000	Present employment since	System.String
8	0	1000	Installment rate in percentage of disposable income	System.Single
9	0	1000	Personal status and sex	System.String
10	0	1000	Other debtors / guarantors	System.String
11	0	1000	Present residence since	System.Single
12	0	1000	Property	System.String
13	0	1000	Age in years	System.Single
14	0	1000	Other installment plans	System.String
15	0	1000	Housing	System.String
16	0	1000	Number of existing credits at this bank	System.Single
17	0	1000	Job	System.String
18	0	1000	Number of people being liable to provide maintenance for	System.Single
19	0	1000	Telephone	System.String
20	0	1000	foreign worker	System.String
21	0	1000	Class	System.Single

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

display(chart)