Safe Haskell	None
Language	Haskell2010

Numeric.Datasets.Titanic

Description

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

Synopsis

titanicRemote :: Dataset Https TitanicEntry
titanicLocal :: Dataset h TitanicEntry
data TitanicEntry = TitanicEntry {
- tClass :: Class
- tAge :: Age
- tSex :: Sex
- tSurvived :: Bool
}
data Class
- = First
- | Second
- | Third
- | Crew
newtype Age = Age (Maybe Double)
data Sex
- = Female
- | Male

Documentation

titanicRemote :: Dataset Https TitanicEntry Source #

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

titanicLocal :: Dataset h TitanicEntry Source #

The Titanic dataset, parsed from a local copy

data TitanicEntry Source #

Constructors

TitanicEntry
Fields tClass :: Class tAge :: Age tSex :: Sex tSurvived :: Bool Did the passenger survive ?

Instances

Eq TitanicEntry Source #
Instance details Defined in Numeric.Datasets.Titanic Methods (==) :: TitanicEntry -> TitanicEntry -> Bool # (/=) :: TitanicEntry -> TitanicEntry -> Bool #
Read TitanicEntry Source #
Instance details Defined in Numeric.Datasets.Titanic Methods readsPrec :: Int -> ReadS TitanicEntry # readList :: ReadS [TitanicEntry] # readPrec :: ReadPrec TitanicEntry # readListPrec :: ReadPrec [TitanicEntry] #
Show TitanicEntry Source #
Instance details Defined in Numeric.Datasets.Titanic Methods showsPrec :: Int -> TitanicEntry -> ShowS # show :: TitanicEntry -> String # showList :: [TitanicEntry] -> ShowS #
Generic TitanicEntry Source #
Instance details 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 Source #
Instance details Defined in Numeric.Datasets.Titanic Methods parseNamedRecord :: NamedRecord -> Parser TitanicEntry #
type Rep TitanicEntry Source #
Instance details Defined in Numeric.Datasets.Titanic type Rep TitanicEntry = D1 (MetaData "TitanicEntry" "Numeric.Datasets.Titanic" "datasets-0.3.0-7Z79tuLu7Qn9R081MfsFat" 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 Source #

Constructors

First
Second
Third
Crew

Instances

Bounded Class Source #
Instance details Defined in Numeric.Datasets.Titanic Methods minBound :: Class # maxBound :: Class #
Enum Class Source #
Instance details 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 Source #
Instance details Defined in Numeric.Datasets.Titanic Methods (==) :: Class -> Class -> Bool # (/=) :: Class -> Class -> Bool #
Read Class Source #
Instance details Defined in Numeric.Datasets.Titanic Methods readsPrec :: Int -> ReadS Class # readList :: ReadS [Class] # readPrec :: ReadPrec Class # readListPrec :: ReadPrec [Class] #
Show Class Source #
Instance details Defined in Numeric.Datasets.Titanic Methods showsPrec :: Int -> Class -> ShowS # show :: Class -> String # showList :: [Class] -> ShowS #
Generic Class Source #
Instance details 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 Source #
Instance details Defined in Numeric.Datasets.Titanic type Rep Class = D1 (MetaData "Class" "Numeric.Datasets.Titanic" "datasets-0.3.0-7Z79tuLu7Qn9R081MfsFat" 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 Source #

Constructors

Age (Maybe Double)

Instances

Eq Age Source #
Instance details Defined in Numeric.Datasets.Titanic Methods (==) :: Age -> Age -> Bool # (/=) :: Age -> Age -> Bool #
Read Age Source #
Instance details Defined in Numeric.Datasets.Titanic Methods readsPrec :: Int -> ReadS Age # readList :: ReadS [Age] # readPrec :: ReadPrec Age # readListPrec :: ReadPrec [Age] #
Show Age Source #
Instance details Defined in Numeric.Datasets.Titanic Methods showsPrec :: Int -> Age -> ShowS # show :: Age -> String # showList :: [Age] -> ShowS #
Generic Age Source #
Instance details 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 Source #	The Age field requires a custom FromField instance because its value may be NA
Instance details Defined in Numeric.Datasets.Titanic Methods parseField :: Field -> Parser Age #
type Rep Age Source #
Instance details Defined in Numeric.Datasets.Titanic type Rep Age = D1 (MetaData "Age" "Numeric.Datasets.Titanic" "datasets-0.3.0-7Z79tuLu7Qn9R081MfsFat" True) (C1 (MetaCons "Age" PrefixI False) (S1 (MetaSel (Nothing :: Maybe Symbol) NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 (Maybe Double))))

data Sex Source #

Constructors

Female
Male

Instances

Bounded Sex Source #
Instance details Defined in Numeric.Datasets.Titanic Methods minBound :: Sex # maxBound :: Sex #
Enum Sex Source #
Instance details 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 Source #
Instance details Defined in Numeric.Datasets.Titanic Methods (==) :: Sex -> Sex -> Bool # (/=) :: Sex -> Sex -> Bool #
Read Sex Source #
Instance details Defined in Numeric.Datasets.Titanic Methods readsPrec :: Int -> ReadS Sex # readList :: ReadS [Sex] # readPrec :: ReadPrec Sex # readListPrec :: ReadPrec [Sex] #
Show Sex Source #
Instance details Defined in Numeric.Datasets.Titanic Methods showsPrec :: Int -> Sex -> ShowS # show :: Sex -> String # showList :: [Sex] -> ShowS #
Generic Sex Source #
Instance details 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 Source #
Instance details Defined in Numeric.Datasets.Titanic type Rep Sex = D1 (MetaData "Sex" "Numeric.Datasets.Titanic" "datasets-0.3.0-7Z79tuLu7Qn9R081MfsFat" False) (C1 (MetaCons "Female" PrefixI False) (U1 :: Type -> Type) :+: C1 (MetaCons "Male" PrefixI False) (U1 :: Type -> Type))