Numeric.Datasets.Titanic

Titanic Data Set. For each person on board the fatal maiden voyage of the ocean liner SS Titanic, this dataset records Sex, Age (child/adult), Class (Crew, 1st, 2nd, 3rd Class) and whether or not the person survived.

``The Titanic survival data seem to become to categorical data analysis what Fisher's Iris data are to discriminant analysis.'' - Buja A.: A word from the editor of JCGS. Statistical Computing & Graphics Newsletter 10 (1), pp.32-33, 1999.

Retrieved from: https://raw.githubusercontent.com/JackStat/6003Data/master/Titanic.txt. A copy of the dataset can be found in datasets/titanic2_full.tsv .

Header:

PassengerId Survived Pclass Name Sex Age SibSp Parch Ticket Fare Cabin Embarked

Example rows :

10 1 2 "Nasser, Mrs. Nicholas (Adele Achem)" "female" 14 1 0 "237736" 30.0708 "" C 29 1 3 "O'Dwyer, Miss. Ellen "Nellie"" "female" NA 0 0 "330959" 7.8792 "" Q

Documentation

titanicRemote :: Dataset TitanicEntry

The Titanic dataset, to be downloaded from https://raw.githubusercontent.com/JackStat/6003Data/master/Titanic.txt

titanicLocal :: Dataset TitanicEntry

The Titanic dataset, parsed from a local copy

data TitanicEntry

Constructors

TitanicEntry

Fields

• tClass :: Class
• tAge :: Age
• tSex :: Sex
• tSurvived :: Bool

  Did the passenger survive ?

Instances

Eq TitanicEntry

Defined in Numeric.Datasets.Titanic

Methods

(==) :: TitanicEntry -> TitanicEntry -> Bool

(/=) :: TitanicEntry -> TitanicEntry -> Bool

Read TitanicEntry

Defined in Numeric.Datasets.Titanic

Methods

readsPrec :: Int -> ReadS TitanicEntry

readList :: ReadS [TitanicEntry]

readPrec :: ReadPrec TitanicEntry

readListPrec :: ReadPrec [TitanicEntry]

Show TitanicEntry

Defined in Numeric.Datasets.Titanic

Methods

showsPrec :: Int -> TitanicEntry -> ShowS

show :: TitanicEntry -> String

showList :: [TitanicEntry] -> ShowS

Generic TitanicEntry

Defined in Numeric.Datasets.Titanic

Associated Types

type Rep TitanicEntry :: Type -> Type

Methods

from :: TitanicEntry -> Rep TitanicEntry x

to :: Rep TitanicEntry x -> TitanicEntry

FromNamedRecord TitanicEntry

Defined in Numeric.Datasets.Titanic

Methods

parseNamedRecord :: NamedRecord -> Parser TitanicEntry

type Rep TitanicEntry

Defined in Numeric.Datasets.Titanic

type Rep TitanicEntry = D1 (MetaData "TitanicEntry" "Numeric.Datasets.Titanic" "datasets-0.4.0-L5crXIpB7vF3Y59seHQZkS" False) (C1 (MetaCons "TitanicEntry" PrefixI True) ((S1 (MetaSel (Just "tClass") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Class) :*: S1 (MetaSel (Just "tAge") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Age)) :*: (S1 (MetaSel (Just "tSex") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Sex) :*: S1 (MetaSel (Just "tSurvived") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Bool))))

data Class

Constructors

First

Second

Third

Crew

Instances

Bounded Class

Defined in Numeric.Datasets.Titanic

Methods

minBound :: Class

maxBound :: Class

Enum Class

Defined in Numeric.Datasets.Titanic

Methods

succ :: Class -> Class

pred :: Class -> Class

toEnum :: Int -> Class

fromEnum :: Class -> Int

enumFrom :: Class -> [Class]

enumFromThen :: Class -> Class -> [Class]

enumFromTo :: Class -> Class -> [Class]

enumFromThenTo :: Class -> Class -> Class -> [Class]

Eq Class

Defined in Numeric.Datasets.Titanic

Methods

(==) :: Class -> Class -> Bool

(/=) :: Class -> Class -> Bool

Read Class

Defined in Numeric.Datasets.Titanic

Methods

readsPrec :: Int -> ReadS Class

readList :: ReadS [Class]

readPrec :: ReadPrec Class

readListPrec :: ReadPrec [Class]

Show Class

Defined in Numeric.Datasets.Titanic

Methods

showsPrec :: Int -> Class -> ShowS

show :: Class -> String

showList :: [Class] -> ShowS

Generic Class

Defined in Numeric.Datasets.Titanic

Associated Types

type Rep Class :: Type -> Type

Methods

from :: Class -> Rep Class x

to :: Rep Class x -> Class

type Rep Class

Defined in Numeric.Datasets.Titanic

type Rep Class = D1 (MetaData "Class" "Numeric.Datasets.Titanic" "datasets-0.4.0-L5crXIpB7vF3Y59seHQZkS" False) ((C1 (MetaCons "First" PrefixI False) (U1 :: Type -> Type) :+: C1 (MetaCons "Second" PrefixI False) (U1 :: Type -> Type)) :+: (C1 (MetaCons "Third" PrefixI False) (U1 :: Type -> Type) :+: C1 (MetaCons "Crew" PrefixI False) (U1 :: Type -> Type)))

newtype Age

Constructors

Age (Maybe Double)

Instances

Eq Age

Defined in Numeric.Datasets.Titanic

Methods

(==) :: Age -> Age -> Bool

(/=) :: Age -> Age -> Bool

Read Age

Defined in Numeric.Datasets.Titanic

Methods

readsPrec :: Int -> ReadS Age

readList :: ReadS [Age]

readPrec :: ReadPrec Age

readListPrec :: ReadPrec [Age]

Show Age

Defined in Numeric.Datasets.Titanic

Methods

showsPrec :: Int -> Age -> ShowS

show :: Age -> String

showList :: [Age] -> ShowS

Generic Age

Defined in Numeric.Datasets.Titanic

Associated Types

type Rep Age :: Type -> Type

Methods

from :: Age -> Rep Age x

to :: Rep Age x -> Age

FromField Age

The Age field requires a custom FromField instance because its value may be NA

Defined in Numeric.Datasets.Titanic

Methods

parseField :: Field -> Parser Age

type Rep Age

Defined in Numeric.Datasets.Titanic

type Rep Age = D1 (MetaData "Age" "Numeric.Datasets.Titanic" "datasets-0.4.0-L5crXIpB7vF3Y59seHQZkS" True) (C1 (MetaCons "Age" PrefixI False) (S1 (MetaSel (Nothing :: Maybe Symbol) NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 (Maybe Double))))

data Sex

Constructors

Female

Male

Instances

Bounded Sex

Defined in Numeric.Datasets.Titanic

Methods

minBound :: Sex

maxBound :: Sex

Enum Sex

Defined in Numeric.Datasets.Titanic

Methods

succ :: Sex -> Sex

pred :: Sex -> Sex

toEnum :: Int -> Sex

fromEnum :: Sex -> Int

enumFrom :: Sex -> [Sex]

enumFromThen :: Sex -> Sex -> [Sex]

enumFromTo :: Sex -> Sex -> [Sex]

enumFromThenTo :: Sex -> Sex -> Sex -> [Sex]

Eq Sex

Defined in Numeric.Datasets.Titanic

Methods

(==) :: Sex -> Sex -> Bool

(/=) :: Sex -> Sex -> Bool

Read Sex

Defined in Numeric.Datasets.Titanic

Methods

readsPrec :: Int -> ReadS Sex

readList :: ReadS [Sex]

readPrec :: ReadPrec Sex

readListPrec :: ReadPrec [Sex]

Show Sex

Defined in Numeric.Datasets.Titanic

Methods

showsPrec :: Int -> Sex -> ShowS

show :: Sex -> String

showList :: [Sex] -> ShowS

Generic Sex

Defined in Numeric.Datasets.Titanic

Associated Types

type Rep Sex :: Type -> Type

Methods

from :: Sex -> Rep Sex x

to :: Rep Sex x -> Sex

type Rep Sex

Defined in Numeric.Datasets.Titanic

type Rep Sex = D1 (MetaData "Sex" "Numeric.Datasets.Titanic" "datasets-0.4.0-L5crXIpB7vF3Y59seHQZkS" False) (C1 (MetaCons "Female" PrefixI False) (U1 :: Type -> Type) :+: C1 (MetaCons "Male" PrefixI False) (U1 :: Type -> Type))