The titanic and titanic2 data frames describe the survival status of individual passengers on the Titanic. The titanic data frame does not contain information from the crew, but it does contain actual ages of half of the passengers. The principal source for data about Titanic passengers is the Encyclopedia Titanica. The datasets used here were begun by a variety of researchers. One of the original sources is Eaton & Haas (1994) Titanic: Triumph and Tragedy, Patrick Stephens Ltd, which includes a passenger list created by many researchers and edited by Michael A. Findlay.
The variables on our extracted dataset are pclass, survived,
name, age, embarked,
home.dest, room, ticket, boat, and sex. pclass refers to
passenger class (1st, 2nd, 3rd), and is a proxy for socio-economic
class. Age is in years, and some infants had fractional
values. The titanic2 data frame has no missing data and
includes records for the crew, but age is dichotomized at
adult vs. child. These data were obtained from
Dawson, Saint Mary's University,
variables are pclass, age, sex, survived. These data
frames are useful for demonstrating many of the functions
in Hmisc as well as demonstrating binary logistic
regression analysis using the Design library. For more
details and references see Simonoff, Jeffrey S (1997):
The "unusual episode" and a second statistics
course. J Statistics Education,
5 No. 1.
Thomas Cason of UVa has greatly updated and improved the titanic data frame using the Encyclopedia Titanica and created a new dataset called titanic3.
These datasets reflects the state of data available as of 2 August 1999. Some duplicate passengers have been dropped, many errors corrected, many missing ages filled in, and new variables created. Click here for information about how this datatset was constructed.
An interesting result may be obtained using functions from the Hmisc library
attach(titanic3) plsmo(age, survived, group=sex, datadensity=T) # or group=pclass plot(naclus(titanic3)) # study patterns of missing values summary(survived ~ age + sex + pclass + sibsp + parch, data=titanic3)