From 2efd4a5db2e8576902acf974cb4559305da0399c Mon Sep 17 00:00:00 2001 From: mwaskom Date: Sun, 23 Feb 2014 16:02:03 -0800 Subject: [PATCH] Add titanic dataset --- process/titanic.py | 30 ++ raw/titanic.csv | 892 +++++++++++++++++++++++++++++++++++++++++++++ titanic.csv | 892 +++++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 1814 insertions(+) create mode 100644 process/titanic.py create mode 100644 raw/titanic.csv create mode 100644 titanic.csv diff --git a/process/titanic.py b/process/titanic.py new file mode 100644 index 0000000..f8bad77 --- /dev/null +++ b/process/titanic.py @@ -0,0 +1,30 @@ +import numpy as np +import pandas as pd + +def main(): + + raw_data = "raw/titanic.csv" + df = pd.read_csv(raw_data) + + df["class"] = df.pclass.map({1: "First", 2: "Second", 3: "Third"}) + df["who"] = df[["age", "sex"]].apply(woman_child_or_man, axis=1) + df["adult_male"] = df.who == "man" + df["deck"] = df.cabin.str[0].map(lambda s: np.nan if s == "T" else s) + df["embark_town"] = df.embarked.map({"C": "Cherbourg", "Q": "Queenstown", "S": "Southampton"}) + df["alive"] = df.survived.map({0: "no", 1: "yes"}) + df["alone"] = ~(df.parch + df.sibsp).astype(bool) + df = df.drop(["name", "ticket", "cabin"], axis=1) + + df.to_csv("titanic.csv") + + +def woman_child_or_man(passenger): + age, sex = passenger + if age < 16: + return "child" + else: + return dict(male="man", female="woman")[sex] + + +if __name__ == "__main__": + main() diff --git a/raw/titanic.csv b/raw/titanic.csv new file mode 100644 index 0000000..16c5876 --- /dev/null +++ b/raw/titanic.csv @@ -0,0 +1,892 @@ +survived,pclass,name,sex,age,sibsp,parch,ticket,fare,cabin,embarked +0,3,"Braund, Mr. Owen Harris",male,22,1,0,A/5 21171,7.25,,S +1,1,"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",female,38,1,0,PC 17599,71.2833,C85,C +1,3,"Heikkinen, Miss. Laina",female,26,0,0,STON/O2. 3101282,7.925,,S +1,1,"Futrelle, Mrs. Jacques Heath (Lily May Peel)",female,35,1,0,113803,53.1,C123,S +0,3,"Allen, Mr. William Henry",male,35,0,0,373450,8.05,,S +0,3,"Moran, Mr. James",male,,0,0,330877,8.4583,,Q +0,1,"McCarthy, Mr. Timothy J",male,54,0,0,17463,51.8625,E46,S +0,3,"Palsson, Master. Gosta Leonard",male,2,3,1,349909,21.075,,S +1,3,"Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",female,27,0,2,347742,11.1333,,S +1,2,"Nasser, Mrs. Nicholas (Adele Achem)",female,14,1,0,237736,30.0708,,C +1,3,"Sandstrom, Miss. Marguerite Rut",female,4,1,1,PP 9549,16.7,G6,S +1,1,"Bonnell, Miss. Elizabeth",female,58,0,0,113783,26.55,C103,S +0,3,"Saundercock, Mr. William Henry",male,20,0,0,A/5. 2151,8.05,,S +0,3,"Andersson, Mr. Anders Johan",male,39,1,5,347082,31.275,,S +0,3,"Vestrom, Miss. Hulda Amanda Adolfina",female,14,0,0,350406,7.8542,,S +1,2,"Hewlett, Mrs. (Mary D Kingcome) ",female,55,0,0,248706,16,,S +0,3,"Rice, Master. 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