Titanic Surviver Analysis using Squirrel (https://github.com/sudipto80/Squirrel/blob/master/ScreenCastDemos/example-06.md)

Titanic Surviver Analysis

#r @"C:\Users\mukhsudi\Documents\GitHub\SquirrelLatest\ConsoleApplication2\bin\Debug\TableAPI.dll"

//type NameAndSex = {Name : string ; Sex : string}
type SurvivalStat = {PClass : string; Died : float; Survived :float}
let titanic =  Squirrel.DataAcquisition.LoadCSV(@"C:\titanic.csv")
let classes = titanic.SplitOn("Pclass")
let result = new Squirrel.Table()
let pClasses = [|"1";"2";"3"|]
let persons = pClasses |> Array.map ( fun pClass ->  
                                               { 
                                                  PClass = pClass;
                                                  Died=classes.[pClass].GetPercentage("Survived", "0");
                                                  Survived=classes.[pClass].GetPercentage("Survived", "1")
                                               }
                                    )