Titanic Passenger Survival Data Set

This data set provides information on the fate of passengers on the fatal maiden voyage of the ocean liner "Titanic", summarized according to economic status (class), sex, age and survival. Whereas the base R Titanic data found by calling data("Titanic") is an array resulting from cross-tabulating 2201 observations, these data sets are the individual non-aggregated observations and formatted in a machine learning context with a training sample, a testing sample, and two additional data sets that can be used for deeper machine learning analysis. These data sets are also the data sets downloaded from the Kaggle competition and thus lowers the barrier to entry for users new to R or machine learing.


titanic

Build Status CRAN_Status_Badge Downloads from the RStudio CRAN mirror Project Status: Active - The project has reached a stable, usable state and is being actively developed.

titanic is an R package containing data sets providing information on the fate of passengers on the fatal maiden voyage of the ocean liner "Titanic", summarized according to economic status (class), sex, age and survival. These data sets are often used as an introduction to machine learning on Kaggle. More details about the competition can be found here, and the original data sets can be found here.

Installation

You can install:

  • the latest released version from CRAN with

    install.packages("titanic")
  • the latest development version from github with

    if (packageVersion("devtools") < 1.6) {
      install.packages("devtools")
    }
    devtools::install_github("paulhendricks/titanic")

If you encounter a clear bug, please file a minimal reproducible example on github.

API

library(titanic)
knitr::kable(head(titanic_train))
PassengerId Survived Pclass Name Sex Age SibSp Parch Ticket Fare Cabin Embarked
1 0 3 Braund, Mr. Owen Harris male 22 1 0 A/5 21171 7.2500 S
2 1 1 Cumings, Mrs. John Bradley (Florence Briggs Thayer) female 38 1 0 PC 17599 71.2833 C85 C
3 1 3 Heikkinen, Miss. Laina female 26 0 0 STON/O2. 3101282 7.9250 S
4 1 1 Futrelle, Mrs. Jacques Heath (Lily May Peel) female 35 1 0 113803 53.1000 C123 S
5 0 3 Allen, Mr. William Henry male 35 0 0 373450 8.0500 S
6 0 3 Moran, Mr. James male NA 0 0 330877 8.4583 Q

News

Reference manual

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install.packages("titanic")

0.1.0 by Paul Hendricks, 3 years ago


https://github.com/paulhendricks/titanic


Report a bug at https://github.com/paulhendricks/titanic/issues


Browse source code at https://github.com/cran/titanic


Authors: Paul Hendricks [aut, cre]


Documentation:   PDF Manual  


CC0 license


Suggests dplyr


Imported by D3partitionR.

Suggested by dataCompareR.


See at CRAN