From a29a0141d20e156043ec257a64c8de3b3a03fd6e Mon Sep 17 00:00:00 2001 From: mwaskom Date: Fri, 21 Mar 2014 14:16:35 -0700 Subject: [PATCH] Update titanic datset to remove index variable --- process/titanic.py | 2 +- titanic.csv | 1784 ++++++++++++++++++++++---------------------- 2 files changed, 893 insertions(+), 893 deletions(-) diff --git a/process/titanic.py b/process/titanic.py index f8bad77..f8c390a 100644 --- a/process/titanic.py +++ b/process/titanic.py @@ -15,7 +15,7 @@ def main(): df["alone"] = ~(df.parch + df.sibsp).astype(bool) df = df.drop(["name", "ticket", "cabin"], axis=1) - df.to_csv("titanic.csv") + df.to_csv("titanic.csv", index=False) def woman_child_or_man(passenger): diff --git a/titanic.csv b/titanic.csv index 1f3cad8..5ca531f 100644 --- a/titanic.csv +++ b/titanic.csv @@ -1,892 +1,892 @@ -,survived,pclass,sex,age,sibsp,parch,fare,embarked,class,who,adult_male,deck,embark_town,alive,alone -0,0,3,male,22.0,1,0,7.25,S,Third,man,True,,Southampton,no,False -1,1,1,female,38.0,1,0,71.2833,C,First,woman,False,C,Cherbourg,yes,False -2,1,3,female,26.0,0,0,7.925,S,Third,woman,False,,Southampton,yes,True -3,1,1,female,35.0,1,0,53.1,S,First,woman,False,C,Southampton,yes,False -4,0,3,male,35.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -5,0,3,male,,0,0,8.4583,Q,Third,man,True,,Queenstown,no,True -6,0,1,male,54.0,0,0,51.8625,S,First,man,True,E,Southampton,no,True -7,0,3,male,2.0,3,1,21.075,S,Third,child,False,,Southampton,no,False -8,1,3,female,27.0,0,2,11.1333,S,Third,woman,False,,Southampton,yes,False -9,1,2,female,14.0,1,0,30.0708,C,Second,child,False,,Cherbourg,yes,False -10,1,3,female,4.0,1,1,16.7,S,Third,child,False,G,Southampton,yes,False -11,1,1,female,58.0,0,0,26.55,S,First,woman,False,C,Southampton,yes,True -12,0,3,male,20.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -13,0,3,male,39.0,1,5,31.275,S,Third,man,True,,Southampton,no,False -14,0,3,female,14.0,0,0,7.8542,S,Third,child,False,,Southampton,no,True -15,1,2,female,55.0,0,0,16.0,S,Second,woman,False,,Southampton,yes,True -16,0,3,male,2.0,4,1,29.125,Q,Third,child,False,,Queenstown,no,False -17,1,2,male,,0,0,13.0,S,Second,man,True,,Southampton,yes,True -18,0,3,female,31.0,1,0,18.0,S,Third,woman,False,,Southampton,no,False -19,1,3,female,,0,0,7.225,C,Third,woman,False,,Cherbourg,yes,True -20,0,2,male,35.0,0,0,26.0,S,Second,man,True,,Southampton,no,True -21,1,2,male,34.0,0,0,13.0,S,Second,man,True,D,Southampton,yes,True -22,1,3,female,15.0,0,0,8.0292,Q,Third,child,False,,Queenstown,yes,True -23,1,1,male,28.0,0,0,35.5,S,First,man,True,A,Southampton,yes,True -24,0,3,female,8.0,3,1,21.075,S,Third,child,False,,Southampton,no,False -25,1,3,female,38.0,1,5,31.3875,S,Third,woman,False,,Southampton,yes,False -26,0,3,male,,0,0,7.225,C,Third,man,True,,Cherbourg,no,True -27,0,1,male,19.0,3,2,263.0,S,First,man,True,C,Southampton,no,False -28,1,3,female,,0,0,7.8792,Q,Third,woman,False,,Queenstown,yes,True -29,0,3,male,,0,0,7.8958,S,Third,man,True,,Southampton,no,True -30,0,1,male,40.0,0,0,27.7208,C,First,man,True,,Cherbourg,no,True -31,1,1,female,,1,0,146.5208,C,First,woman,False,B,Cherbourg,yes,False -32,1,3,female,,0,0,7.75,Q,Third,woman,False,,Queenstown,yes,True -33,0,2,male,66.0,0,0,10.5,S,Second,man,True,,Southampton,no,True -34,0,1,male,28.0,1,0,82.1708,C,First,man,True,,Cherbourg,no,False -35,0,1,male,42.0,1,0,52.0,S,First,man,True,,Southampton,no,False -36,1,3,male,,0,0,7.2292,C,Third,man,True,,Cherbourg,yes,True -37,0,3,male,21.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -38,0,3,female,18.0,2,0,18.0,S,Third,woman,False,,Southampton,no,False -39,1,3,female,14.0,1,0,11.2417,C,Third,child,False,,Cherbourg,yes,False -40,0,3,female,40.0,1,0,9.475,S,Third,woman,False,,Southampton,no,False -41,0,2,female,27.0,1,0,21.0,S,Second,woman,False,,Southampton,no,False -42,0,3,male,,0,0,7.8958,C,Third,man,True,,Cherbourg,no,True -43,1,2,female,3.0,1,2,41.5792,C,Second,child,False,,Cherbourg,yes,False -44,1,3,female,19.0,0,0,7.8792,Q,Third,woman,False,,Queenstown,yes,True -45,0,3,male,,0,0,8.05,S,Third,man,True,,Southampton,no,True -46,0,3,male,,1,0,15.5,Q,Third,man,True,,Queenstown,no,False -47,1,3,female,,0,0,7.75,Q,Third,woman,False,,Queenstown,yes,True -48,0,3,male,,2,0,21.6792,C,Third,man,True,,Cherbourg,no,False -49,0,3,female,18.0,1,0,17.8,S,Third,woman,False,,Southampton,no,False -50,0,3,male,7.0,4,1,39.6875,S,Third,child,False,,Southampton,no,False -51,0,3,male,21.0,0,0,7.8,S,Third,man,True,,Southampton,no,True -52,1,1,female,49.0,1,0,76.7292,C,First,woman,False,D,Cherbourg,yes,False -53,1,2,female,29.0,1,0,26.0,S,Second,woman,False,,Southampton,yes,False -54,0,1,male,65.0,0,1,61.9792,C,First,man,True,B,Cherbourg,no,False -55,1,1,male,,0,0,35.5,S,First,man,True,C,Southampton,yes,True -56,1,2,female,21.0,0,0,10.5,S,Second,woman,False,,Southampton,yes,True -57,0,3,male,28.5,0,0,7.2292,C,Third,man,True,,Cherbourg,no,True -58,1,2,female,5.0,1,2,27.75,S,Second,child,False,,Southampton,yes,False -59,0,3,male,11.0,5,2,46.9,S,Third,child,False,,Southampton,no,False -60,0,3,male,22.0,0,0,7.2292,C,Third,man,True,,Cherbourg,no,True -61,1,1,female,38.0,0,0,80.0,,First,woman,False,B,,yes,True -62,0,1,male,45.0,1,0,83.475,S,First,man,True,C,Southampton,no,False -63,0,3,male,4.0,3,2,27.9,S,Third,child,False,,Southampton,no,False -64,0,1,male,,0,0,27.7208,C,First,man,True,,Cherbourg,no,True -65,1,3,male,,1,1,15.2458,C,Third,man,True,,Cherbourg,yes,False -66,1,2,female,29.0,0,0,10.5,S,Second,woman,False,F,Southampton,yes,True -67,0,3,male,19.0,0,0,8.1583,S,Third,man,True,,Southampton,no,True -68,1,3,female,17.0,4,2,7.925,S,Third,woman,False,,Southampton,yes,False -69,0,3,male,26.0,2,0,8.6625,S,Third,man,True,,Southampton,no,False -70,0,2,male,32.0,0,0,10.5,S,Second,man,True,,Southampton,no,True -71,0,3,female,16.0,5,2,46.9,S,Third,woman,False,,Southampton,no,False -72,0,2,male,21.0,0,0,73.5,S,Second,man,True,,Southampton,no,True -73,0,3,male,26.0,1,0,14.4542,C,Third,man,True,,Cherbourg,no,False -74,1,3,male,32.0,0,0,56.4958,S,Third,man,True,,Southampton,yes,True -75,0,3,male,25.0,0,0,7.65,S,Third,man,True,F,Southampton,no,True -76,0,3,male,,0,0,7.8958,S,Third,man,True,,Southampton,no,True -77,0,3,male,,0,0,8.05,S,Third,man,True,,Southampton,no,True -78,1,2,male,0.83,0,2,29.0,S,Second,child,False,,Southampton,yes,False -79,1,3,female,30.0,0,0,12.475,S,Third,woman,False,,Southampton,yes,True -80,0,3,male,22.0,0,0,9.0,S,Third,man,True,,Southampton,no,True -81,1,3,male,29.0,0,0,9.5,S,Third,man,True,,Southampton,yes,True -82,1,3,female,,0,0,7.7875,Q,Third,woman,False,,Queenstown,yes,True -83,0,1,male,28.0,0,0,47.1,S,First,man,True,,Southampton,no,True -84,1,2,female,17.0,0,0,10.5,S,Second,woman,False,,Southampton,yes,True -85,1,3,female,33.0,3,0,15.85,S,Third,woman,False,,Southampton,yes,False -86,0,3,male,16.0,1,3,34.375,S,Third,man,True,,Southampton,no,False -87,0,3,male,,0,0,8.05,S,Third,man,True,,Southampton,no,True -88,1,1,female,23.0,3,2,263.0,S,First,woman,False,C,Southampton,yes,False -89,0,3,male,24.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -90,0,3,male,29.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -91,0,3,male,20.0,0,0,7.8542,S,Third,man,True,,Southampton,no,True -92,0,1,male,46.0,1,0,61.175,S,First,man,True,E,Southampton,no,False -93,0,3,male,26.0,1,2,20.575,S,Third,man,True,,Southampton,no,False -94,0,3,male,59.0,0,0,7.25,S,Third,man,True,,Southampton,no,True -95,0,3,male,,0,0,8.05,S,Third,man,True,,Southampton,no,True -96,0,1,male,71.0,0,0,34.6542,C,First,man,True,A,Cherbourg,no,True -97,1,1,male,23.0,0,1,63.3583,C,First,man,True,D,Cherbourg,yes,False -98,1,2,female,34.0,0,1,23.0,S,Second,woman,False,,Southampton,yes,False -99,0,2,male,34.0,1,0,26.0,S,Second,man,True,,Southampton,no,False -100,0,3,female,28.0,0,0,7.8958,S,Third,woman,False,,Southampton,no,True -101,0,3,male,,0,0,7.8958,S,Third,man,True,,Southampton,no,True -102,0,1,male,21.0,0,1,77.2875,S,First,man,True,D,Southampton,no,False -103,0,3,male,33.0,0,0,8.6542,S,Third,man,True,,Southampton,no,True -104,0,3,male,37.0,2,0,7.925,S,Third,man,True,,Southampton,no,False -105,0,3,male,28.0,0,0,7.8958,S,Third,man,True,,Southampton,no,True -106,1,3,female,21.0,0,0,7.65,S,Third,woman,False,,Southampton,yes,True -107,1,3,male,,0,0,7.775,S,Third,man,True,,Southampton,yes,True -108,0,3,male,38.0,0,0,7.8958,S,Third,man,True,,Southampton,no,True -109,1,3,female,,1,0,24.15,Q,Third,woman,False,,Queenstown,yes,False -110,0,1,male,47.0,0,0,52.0,S,First,man,True,C,Southampton,no,True -111,0,3,female,14.5,1,0,14.4542,C,Third,child,False,,Cherbourg,no,False -112,0,3,male,22.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -113,0,3,female,20.0,1,0,9.825,S,Third,woman,False,,Southampton,no,False -114,0,3,female,17.0,0,0,14.4583,C,Third,woman,False,,Cherbourg,no,True -115,0,3,male,21.0,0,0,7.925,S,Third,man,True,,Southampton,no,True -116,0,3,male,70.5,0,0,7.75,Q,Third,man,True,,Queenstown,no,True -117,0,2,male,29.0,1,0,21.0,S,Second,man,True,,Southampton,no,False -118,0,1,male,24.0,0,1,247.5208,C,First,man,True,B,Cherbourg,no,False -119,0,3,female,2.0,4,2,31.275,S,Third,child,False,,Southampton,no,False -120,0,2,male,21.0,2,0,73.5,S,Second,man,True,,Southampton,no,False -121,0,3,male,,0,0,8.05,S,Third,man,True,,Southampton,no,True -122,0,2,male,32.5,1,0,30.0708,C,Second,man,True,,Cherbourg,no,False -123,1,2,female,32.5,0,0,13.0,S,Second,woman,False,E,Southampton,yes,True -124,0,1,male,54.0,0,1,77.2875,S,First,man,True,D,Southampton,no,False -125,1,3,male,12.0,1,0,11.2417,C,Third,child,False,,Cherbourg,yes,False -126,0,3,male,,0,0,7.75,Q,Third,man,True,,Queenstown,no,True -127,1,3,male,24.0,0,0,7.1417,S,Third,man,True,,Southampton,yes,True -128,1,3,female,,1,1,22.3583,C,Third,woman,False,F,Cherbourg,yes,False -129,0,3,male,45.0,0,0,6.975,S,Third,man,True,,Southampton,no,True -130,0,3,male,33.0,0,0,7.8958,C,Third,man,True,,Cherbourg,no,True -131,0,3,male,20.0,0,0,7.05,S,Third,man,True,,Southampton,no,True -132,0,3,female,47.0,1,0,14.5,S,Third,woman,False,,Southampton,no,False -133,1,2,female,29.0,1,0,26.0,S,Second,woman,False,,Southampton,yes,False -134,0,2,male,25.0,0,0,13.0,S,Second,man,True,,Southampton,no,True -135,0,2,male,23.0,0,0,15.0458,C,Second,man,True,,Cherbourg,no,True -136,1,1,female,19.0,0,2,26.2833,S,First,woman,False,D,Southampton,yes,False -137,0,1,male,37.0,1,0,53.1,S,First,man,True,C,Southampton,no,False -138,0,3,male,16.0,0,0,9.2167,S,Third,man,True,,Southampton,no,True -139,0,1,male,24.0,0,0,79.2,C,First,man,True,B,Cherbourg,no,True -140,0,3,female,,0,2,15.2458,C,Third,woman,False,,Cherbourg,no,False -141,1,3,female,22.0,0,0,7.75,S,Third,woman,False,,Southampton,yes,True -142,1,3,female,24.0,1,0,15.85,S,Third,woman,False,,Southampton,yes,False -143,0,3,male,19.0,0,0,6.75,Q,Third,man,True,,Queenstown,no,True -144,0,2,male,18.0,0,0,11.5,S,Second,man,True,,Southampton,no,True -145,0,2,male,19.0,1,1,36.75,S,Second,man,True,,Southampton,no,False -146,1,3,male,27.0,0,0,7.7958,S,Third,man,True,,Southampton,yes,True -147,0,3,female,9.0,2,2,34.375,S,Third,child,False,,Southampton,no,False -148,0,2,male,36.5,0,2,26.0,S,Second,man,True,F,Southampton,no,False -149,0,2,male,42.0,0,0,13.0,S,Second,man,True,,Southampton,no,True -150,0,2,male,51.0,0,0,12.525,S,Second,man,True,,Southampton,no,True -151,1,1,female,22.0,1,0,66.6,S,First,woman,False,C,Southampton,yes,False -152,0,3,male,55.5,0,0,8.05,S,Third,man,True,,Southampton,no,True -153,0,3,male,40.5,0,2,14.5,S,Third,man,True,,Southampton,no,False -154,0,3,male,,0,0,7.3125,S,Third,man,True,,Southampton,no,True -155,0,1,male,51.0,0,1,61.3792,C,First,man,True,,Cherbourg,no,False -156,1,3,female,16.0,0,0,7.7333,Q,Third,woman,False,,Queenstown,yes,True -157,0,3,male,30.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -158,0,3,male,,0,0,8.6625,S,Third,man,True,,Southampton,no,True -159,0,3,male,,8,2,69.55,S,Third,man,True,,Southampton,no,False -160,0,3,male,44.0,0,1,16.1,S,Third,man,True,,Southampton,no,False -161,1,2,female,40.0,0,0,15.75,S,Second,woman,False,,Southampton,yes,True -162,0,3,male,26.0,0,0,7.775,S,Third,man,True,,Southampton,no,True -163,0,3,male,17.0,0,0,8.6625,S,Third,man,True,,Southampton,no,True -164,0,3,male,1.0,4,1,39.6875,S,Third,child,False,,Southampton,no,False -165,1,3,male,9.0,0,2,20.525,S,Third,child,False,,Southampton,yes,False -166,1,1,female,,0,1,55.0,S,First,woman,False,E,Southampton,yes,False -167,0,3,female,45.0,1,4,27.9,S,Third,woman,False,,Southampton,no,False -168,0,1,male,,0,0,25.925,S,First,man,True,,Southampton,no,True -169,0,3,male,28.0,0,0,56.4958,S,Third,man,True,,Southampton,no,True -170,0,1,male,61.0,0,0,33.5,S,First,man,True,B,Southampton,no,True -171,0,3,male,4.0,4,1,29.125,Q,Third,child,False,,Queenstown,no,False -172,1,3,female,1.0,1,1,11.1333,S,Third,child,False,,Southampton,yes,False -173,0,3,male,21.0,0,0,7.925,S,Third,man,True,,Southampton,no,True -174,0,1,male,56.0,0,0,30.6958,C,First,man,True,A,Cherbourg,no,True -175,0,3,male,18.0,1,1,7.8542,S,Third,man,True,,Southampton,no,False -176,0,3,male,,3,1,25.4667,S,Third,man,True,,Southampton,no,False -177,0,1,female,50.0,0,0,28.7125,C,First,woman,False,C,Cherbourg,no,True -178,0,2,male,30.0,0,0,13.0,S,Second,man,True,,Southampton,no,True -179,0,3,male,36.0,0,0,0.0,S,Third,man,True,,Southampton,no,True -180,0,3,female,,8,2,69.55,S,Third,woman,False,,Southampton,no,False -181,0,2,male,,0,0,15.05,C,Second,man,True,,Cherbourg,no,True -182,0,3,male,9.0,4,2,31.3875,S,Third,child,False,,Southampton,no,False -183,1,2,male,1.0,2,1,39.0,S,Second,child,False,F,Southampton,yes,False -184,1,3,female,4.0,0,2,22.025,S,Third,child,False,,Southampton,yes,False -185,0,1,male,,0,0,50.0,S,First,man,True,A,Southampton,no,True -186,1,3,female,,1,0,15.5,Q,Third,woman,False,,Queenstown,yes,False -187,1,1,male,45.0,0,0,26.55,S,First,man,True,,Southampton,yes,True -188,0,3,male,40.0,1,1,15.5,Q,Third,man,True,,Queenstown,no,False -189,0,3,male,36.0,0,0,7.8958,S,Third,man,True,,Southampton,no,True -190,1,2,female,32.0,0,0,13.0,S,Second,woman,False,,Southampton,yes,True -191,0,2,male,19.0,0,0,13.0,S,Second,man,True,,Southampton,no,True -192,1,3,female,19.0,1,0,7.8542,S,Third,woman,False,,Southampton,yes,False -193,1,2,male,3.0,1,1,26.0,S,Second,child,False,F,Southampton,yes,False -194,1,1,female,44.0,0,0,27.7208,C,First,woman,False,B,Cherbourg,yes,True -195,1,1,female,58.0,0,0,146.5208,C,First,woman,False,B,Cherbourg,yes,True -196,0,3,male,,0,0,7.75,Q,Third,man,True,,Queenstown,no,True -197,0,3,male,42.0,0,1,8.4042,S,Third,man,True,,Southampton,no,False -198,1,3,female,,0,0,7.75,Q,Third,woman,False,,Queenstown,yes,True -199,0,2,female,24.0,0,0,13.0,S,Second,woman,False,,Southampton,no,True -200,0,3,male,28.0,0,0,9.5,S,Third,man,True,,Southampton,no,True -201,0,3,male,,8,2,69.55,S,Third,man,True,,Southampton,no,False -202,0,3,male,34.0,0,0,6.4958,S,Third,man,True,,Southampton,no,True -203,0,3,male,45.5,0,0,7.225,C,Third,man,True,,Cherbourg,no,True -204,1,3,male,18.0,0,0,8.05,S,Third,man,True,,Southampton,yes,True -205,0,3,female,2.0,0,1,10.4625,S,Third,child,False,G,Southampton,no,False -206,0,3,male,32.0,1,0,15.85,S,Third,man,True,,Southampton,no,False -207,1,3,male,26.0,0,0,18.7875,C,Third,man,True,,Cherbourg,yes,True -208,1,3,female,16.0,0,0,7.75,Q,Third,woman,False,,Queenstown,yes,True -209,1,1,male,40.0,0,0,31.0,C,First,man,True,A,Cherbourg,yes,True -210,0,3,male,24.0,0,0,7.05,S,Third,man,True,,Southampton,no,True 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-295,0,1,male,,0,0,27.7208,C,First,man,True,,Cherbourg,no,True -296,0,3,male,23.5,0,0,7.2292,C,Third,man,True,,Cherbourg,no,True -297,0,1,female,2.0,1,2,151.55,S,First,child,False,C,Southampton,no,False -298,1,1,male,,0,0,30.5,S,First,man,True,C,Southampton,yes,True -299,1,1,female,50.0,0,1,247.5208,C,First,woman,False,B,Cherbourg,yes,False -300,1,3,female,,0,0,7.75,Q,Third,woman,False,,Queenstown,yes,True -301,1,3,male,,2,0,23.25,Q,Third,man,True,,Queenstown,yes,False -302,0,3,male,19.0,0,0,0.0,S,Third,man,True,,Southampton,no,True -303,1,2,female,,0,0,12.35,Q,Second,woman,False,E,Queenstown,yes,True -304,0,3,male,,0,0,8.05,S,Third,man,True,,Southampton,no,True -305,1,1,male,0.92,1,2,151.55,S,First,child,False,C,Southampton,yes,False -306,1,1,female,,0,0,110.8833,C,First,woman,False,,Cherbourg,yes,True -307,1,1,female,17.0,1,0,108.9,C,First,woman,False,C,Cherbourg,yes,False -308,0,2,male,30.0,1,0,24.0,C,Second,man,True,,Cherbourg,no,False 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-350,0,3,male,23.0,0,0,9.225,S,Third,man,True,,Southampton,no,True -351,0,1,male,,0,0,35.0,S,First,man,True,C,Southampton,no,True -352,0,3,male,15.0,1,1,7.2292,C,Third,child,False,,Cherbourg,no,False -353,0,3,male,25.0,1,0,17.8,S,Third,man,True,,Southampton,no,False -354,0,3,male,,0,0,7.225,C,Third,man,True,,Cherbourg,no,True -355,0,3,male,28.0,0,0,9.5,S,Third,man,True,,Southampton,no,True -356,1,1,female,22.0,0,1,55.0,S,First,woman,False,E,Southampton,yes,False -357,0,2,female,38.0,0,0,13.0,S,Second,woman,False,,Southampton,no,True -358,1,3,female,,0,0,7.8792,Q,Third,woman,False,,Queenstown,yes,True -359,1,3,female,,0,0,7.8792,Q,Third,woman,False,,Queenstown,yes,True -360,0,3,male,40.0,1,4,27.9,S,Third,man,True,,Southampton,no,False -361,0,2,male,29.0,1,0,27.7208,C,Second,man,True,,Cherbourg,no,False -362,0,3,female,45.0,0,1,14.4542,C,Third,woman,False,,Cherbourg,no,False -363,0,3,male,35.0,0,0,7.05,S,Third,man,True,,Southampton,no,True -364,0,3,male,,1,0,15.5,Q,Third,man,True,,Queenstown,no,False -365,0,3,male,30.0,0,0,7.25,S,Third,man,True,,Southampton,no,True -366,1,1,female,60.0,1,0,75.25,C,First,woman,False,D,Cherbourg,yes,False -367,1,3,female,,0,0,7.2292,C,Third,woman,False,,Cherbourg,yes,True -368,1,3,female,,0,0,7.75,Q,Third,woman,False,,Queenstown,yes,True -369,1,1,female,24.0,0,0,69.3,C,First,woman,False,B,Cherbourg,yes,True -370,1,1,male,25.0,1,0,55.4417,C,First,man,True,E,Cherbourg,yes,False -371,0,3,male,18.0,1,0,6.4958,S,Third,man,True,,Southampton,no,False -372,0,3,male,19.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -373,0,1,male,22.0,0,0,135.6333,C,First,man,True,,Cherbourg,no,True -374,0,3,female,3.0,3,1,21.075,S,Third,child,False,,Southampton,no,False -375,1,1,female,,1,0,82.1708,C,First,woman,False,,Cherbourg,yes,False -376,1,3,female,22.0,0,0,7.25,S,Third,woman,False,,Southampton,yes,True -377,0,1,male,27.0,0,2,211.5,C,First,man,True,C,Cherbourg,no,False -378,0,3,male,20.0,0,0,4.0125,C,Third,man,True,,Cherbourg,no,True -379,0,3,male,19.0,0,0,7.775,S,Third,man,True,,Southampton,no,True -380,1,1,female,42.0,0,0,227.525,C,First,woman,False,,Cherbourg,yes,True -381,1,3,female,1.0,0,2,15.7417,C,Third,child,False,,Cherbourg,yes,False -382,0,3,male,32.0,0,0,7.925,S,Third,man,True,,Southampton,no,True -383,1,1,female,35.0,1,0,52.0,S,First,woman,False,,Southampton,yes,False -384,0,3,male,,0,0,7.8958,S,Third,man,True,,Southampton,no,True -385,0,2,male,18.0,0,0,73.5,S,Second,man,True,,Southampton,no,True -386,0,3,male,1.0,5,2,46.9,S,Third,child,False,,Southampton,no,False -387,1,2,female,36.0,0,0,13.0,S,Second,woman,False,,Southampton,yes,True -388,0,3,male,,0,0,7.7292,Q,Third,man,True,,Queenstown,no,True -389,1,2,female,17.0,0,0,12.0,C,Second,woman,False,,Cherbourg,yes,True -390,1,1,male,36.0,1,2,120.0,S,First,man,True,B,Southampton,yes,False -391,1,3,male,21.0,0,0,7.7958,S,Third,man,True,,Southampton,yes,True -392,0,3,male,28.0,2,0,7.925,S,Third,man,True,,Southampton,no,False -393,1,1,female,23.0,1,0,113.275,C,First,woman,False,D,Cherbourg,yes,False -394,1,3,female,24.0,0,2,16.7,S,Third,woman,False,G,Southampton,yes,False -395,0,3,male,22.0,0,0,7.7958,S,Third,man,True,,Southampton,no,True -396,0,3,female,31.0,0,0,7.8542,S,Third,woman,False,,Southampton,no,True -397,0,2,male,46.0,0,0,26.0,S,Second,man,True,,Southampton,no,True -398,0,2,male,23.0,0,0,10.5,S,Second,man,True,,Southampton,no,True -399,1,2,female,28.0,0,0,12.65,S,Second,woman,False,,Southampton,yes,True -400,1,3,male,39.0,0,0,7.925,S,Third,man,True,,Southampton,yes,True -401,0,3,male,26.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -402,0,3,female,21.0,1,0,9.825,S,Third,woman,False,,Southampton,no,False -403,0,3,male,28.0,1,0,15.85,S,Third,man,True,,Southampton,no,False -404,0,3,female,20.0,0,0,8.6625,S,Third,woman,False,,Southampton,no,True -405,0,2,male,34.0,1,0,21.0,S,Second,man,True,,Southampton,no,False 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-490,0,3,male,,1,0,19.9667,S,Third,man,True,,Southampton,no,False -491,0,3,male,21.0,0,0,7.25,S,Third,man,True,,Southampton,no,True -492,0,1,male,55.0,0,0,30.5,S,First,man,True,C,Southampton,no,True -493,0,1,male,71.0,0,0,49.5042,C,First,man,True,,Cherbourg,no,True -494,0,3,male,21.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -495,0,3,male,,0,0,14.4583,C,Third,man,True,,Cherbourg,no,True -496,1,1,female,54.0,1,0,78.2667,C,First,woman,False,D,Cherbourg,yes,False -497,0,3,male,,0,0,15.1,S,Third,man,True,,Southampton,no,True -498,0,1,female,25.0,1,2,151.55,S,First,woman,False,C,Southampton,no,False -499,0,3,male,24.0,0,0,7.7958,S,Third,man,True,,Southampton,no,True -500,0,3,male,17.0,0,0,8.6625,S,Third,man,True,,Southampton,no,True -501,0,3,female,21.0,0,0,7.75,Q,Third,woman,False,,Queenstown,no,True -502,0,3,female,,0,0,7.6292,Q,Third,woman,False,,Queenstown,no,True -503,0,3,female,37.0,0,0,9.5875,S,Third,woman,False,,Southampton,no,True 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-532,0,3,male,17.0,1,1,7.2292,C,Third,man,True,,Cherbourg,no,False -533,1,3,female,,0,2,22.3583,C,Third,woman,False,,Cherbourg,yes,False -534,0,3,female,30.0,0,0,8.6625,S,Third,woman,False,,Southampton,no,True -535,1,2,female,7.0,0,2,26.25,S,Second,child,False,,Southampton,yes,False -536,0,1,male,45.0,0,0,26.55,S,First,man,True,B,Southampton,no,True -537,1,1,female,30.0,0,0,106.425,C,First,woman,False,,Cherbourg,yes,True -538,0,3,male,,0,0,14.5,S,Third,man,True,,Southampton,no,True -539,1,1,female,22.0,0,2,49.5,C,First,woman,False,B,Cherbourg,yes,False -540,1,1,female,36.0,0,2,71.0,S,First,woman,False,B,Southampton,yes,False -541,0,3,female,9.0,4,2,31.275,S,Third,child,False,,Southampton,no,False -542,0,3,female,11.0,4,2,31.275,S,Third,child,False,,Southampton,no,False -543,1,2,male,32.0,1,0,26.0,S,Second,man,True,,Southampton,yes,False -544,0,1,male,50.0,1,0,106.425,C,First,man,True,C,Cherbourg,no,False -545,0,1,male,64.0,0,0,26.0,S,First,man,True,,Southampton,no,True 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-574,0,3,male,16.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -575,0,3,male,19.0,0,0,14.5,S,Third,man,True,,Southampton,no,True -576,1,2,female,34.0,0,0,13.0,S,Second,woman,False,,Southampton,yes,True -577,1,1,female,39.0,1,0,55.9,S,First,woman,False,E,Southampton,yes,False -578,0,3,female,,1,0,14.4583,C,Third,woman,False,,Cherbourg,no,False -579,1,3,male,32.0,0,0,7.925,S,Third,man,True,,Southampton,yes,True -580,1,2,female,25.0,1,1,30.0,S,Second,woman,False,,Southampton,yes,False -581,1,1,female,39.0,1,1,110.8833,C,First,woman,False,C,Cherbourg,yes,False -582,0,2,male,54.0,0,0,26.0,S,Second,man,True,,Southampton,no,True -583,0,1,male,36.0,0,0,40.125,C,First,man,True,A,Cherbourg,no,True -584,0,3,male,,0,0,8.7125,C,Third,man,True,,Cherbourg,no,True -585,1,1,female,18.0,0,2,79.65,S,First,woman,False,E,Southampton,yes,False -586,0,2,male,47.0,0,0,15.0,S,Second,man,True,,Southampton,no,True -587,1,1,male,60.0,1,1,79.2,C,First,man,True,B,Cherbourg,yes,False -588,0,3,male,22.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -589,0,3,male,,0,0,8.05,S,Third,man,True,,Southampton,no,True -590,0,3,male,35.0,0,0,7.125,S,Third,man,True,,Southampton,no,True -591,1,1,female,52.0,1,0,78.2667,C,First,woman,False,D,Cherbourg,yes,False -592,0,3,male,47.0,0,0,7.25,S,Third,man,True,,Southampton,no,True -593,0,3,female,,0,2,7.75,Q,Third,woman,False,,Queenstown,no,False -594,0,2,male,37.0,1,0,26.0,S,Second,man,True,,Southampton,no,False -595,0,3,male,36.0,1,1,24.15,S,Third,man,True,,Southampton,no,False -596,1,2,female,,0,0,33.0,S,Second,woman,False,,Southampton,yes,True -597,0,3,male,49.0,0,0,0.0,S,Third,man,True,,Southampton,no,True -598,0,3,male,,0,0,7.225,C,Third,man,True,,Cherbourg,no,True -599,1,1,male,49.0,1,0,56.9292,C,First,man,True,A,Cherbourg,yes,False -600,1,2,female,24.0,2,1,27.0,S,Second,woman,False,,Southampton,yes,False -601,0,3,male,,0,0,7.8958,S,Third,man,True,,Southampton,no,True -602,0,1,male,,0,0,42.4,S,First,man,True,,Southampton,no,True -603,0,3,male,44.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -604,1,1,male,35.0,0,0,26.55,C,First,man,True,,Cherbourg,yes,True -605,0,3,male,36.0,1,0,15.55,S,Third,man,True,,Southampton,no,False -606,0,3,male,30.0,0,0,7.8958,S,Third,man,True,,Southampton,no,True -607,1,1,male,27.0,0,0,30.5,S,First,man,True,,Southampton,yes,True -608,1,2,female,22.0,1,2,41.5792,C,Second,woman,False,,Cherbourg,yes,False -609,1,1,female,40.0,0,0,153.4625,S,First,woman,False,C,Southampton,yes,True -610,0,3,female,39.0,1,5,31.275,S,Third,woman,False,,Southampton,no,False -611,0,3,male,,0,0,7.05,S,Third,man,True,,Southampton,no,True -612,1,3,female,,1,0,15.5,Q,Third,woman,False,,Queenstown,yes,False -613,0,3,male,,0,0,7.75,Q,Third,man,True,,Queenstown,no,True -614,0,3,male,35.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -615,1,2,female,24.0,1,2,65.0,S,Second,woman,False,,Southampton,yes,False -616,0,3,male,34.0,1,1,14.4,S,Third,man,True,,Southampton,no,False -617,0,3,female,26.0,1,0,16.1,S,Third,woman,False,,Southampton,no,False -618,1,2,female,4.0,2,1,39.0,S,Second,child,False,F,Southampton,yes,False -619,0,2,male,26.0,0,0,10.5,S,Second,man,True,,Southampton,no,True -620,0,3,male,27.0,1,0,14.4542,C,Third,man,True,,Cherbourg,no,False -621,1,1,male,42.0,1,0,52.5542,S,First,man,True,D,Southampton,yes,False -622,1,3,male,20.0,1,1,15.7417,C,Third,man,True,,Cherbourg,yes,False -623,0,3,male,21.0,0,0,7.8542,S,Third,man,True,,Southampton,no,True -624,0,3,male,21.0,0,0,16.1,S,Third,man,True,,Southampton,no,True -625,0,1,male,61.0,0,0,32.3208,S,First,man,True,D,Southampton,no,True -626,0,2,male,57.0,0,0,12.35,Q,Second,man,True,,Queenstown,no,True -627,1,1,female,21.0,0,0,77.9583,S,First,woman,False,D,Southampton,yes,True -628,0,3,male,26.0,0,0,7.8958,S,Third,man,True,,Southampton,no,True -629,0,3,male,,0,0,7.7333,Q,Third,man,True,,Queenstown,no,True -630,1,1,male,80.0,0,0,30.0,S,First,man,True,A,Southampton,yes,True -631,0,3,male,51.0,0,0,7.0542,S,Third,man,True,,Southampton,no,True -632,1,1,male,32.0,0,0,30.5,C,First,man,True,B,Cherbourg,yes,True -633,0,1,male,,0,0,0.0,S,First,man,True,,Southampton,no,True -634,0,3,female,9.0,3,2,27.9,S,Third,child,False,,Southampton,no,False -635,1,2,female,28.0,0,0,13.0,S,Second,woman,False,,Southampton,yes,True -636,0,3,male,32.0,0,0,7.925,S,Third,man,True,,Southampton,no,True -637,0,2,male,31.0,1,1,26.25,S,Second,man,True,,Southampton,no,False -638,0,3,female,41.0,0,5,39.6875,S,Third,woman,False,,Southampton,no,False -639,0,3,male,,1,0,16.1,S,Third,man,True,,Southampton,no,False -640,0,3,male,20.0,0,0,7.8542,S,Third,man,True,,Southampton,no,True -641,1,1,female,24.0,0,0,69.3,C,First,woman,False,B,Cherbourg,yes,True -642,0,3,female,2.0,3,2,27.9,S,Third,child,False,,Southampton,no,False -643,1,3,male,,0,0,56.4958,S,Third,man,True,,Southampton,yes,True -644,1,3,female,0.75,2,1,19.2583,C,Third,child,False,,Cherbourg,yes,False -645,1,1,male,48.0,1,0,76.7292,C,First,man,True,D,Cherbourg,yes,False -646,0,3,male,19.0,0,0,7.8958,S,Third,man,True,,Southampton,no,True -647,1,1,male,56.0,0,0,35.5,C,First,man,True,A,Cherbourg,yes,True -648,0,3,male,,0,0,7.55,S,Third,man,True,,Southampton,no,True -649,1,3,female,23.0,0,0,7.55,S,Third,woman,False,,Southampton,yes,True -650,0,3,male,,0,0,7.8958,S,Third,man,True,,Southampton,no,True -651,1,2,female,18.0,0,1,23.0,S,Second,woman,False,,Southampton,yes,False -652,0,3,male,21.0,0,0,8.4333,S,Third,man,True,,Southampton,no,True -653,1,3,female,,0,0,7.8292,Q,Third,woman,False,,Queenstown,yes,True -654,0,3,female,18.0,0,0,6.75,Q,Third,woman,False,,Queenstown,no,True -655,0,2,male,24.0,2,0,73.5,S,Second,man,True,,Southampton,no,False -656,0,3,male,,0,0,7.8958,S,Third,man,True,,Southampton,no,True -657,0,3,female,32.0,1,1,15.5,Q,Third,woman,False,,Queenstown,no,False -658,0,2,male,23.0,0,0,13.0,S,Second,man,True,,Southampton,no,True -659,0,1,male,58.0,0,2,113.275,C,First,man,True,D,Cherbourg,no,False -660,1,1,male,50.0,2,0,133.65,S,First,man,True,,Southampton,yes,False -661,0,3,male,40.0,0,0,7.225,C,Third,man,True,,Cherbourg,no,True -662,0,1,male,47.0,0,0,25.5875,S,First,man,True,E,Southampton,no,True -663,0,3,male,36.0,0,0,7.4958,S,Third,man,True,,Southampton,no,True -664,1,3,male,20.0,1,0,7.925,S,Third,man,True,,Southampton,yes,False -665,0,2,male,32.0,2,0,73.5,S,Second,man,True,,Southampton,no,False -666,0,2,male,25.0,0,0,13.0,S,Second,man,True,,Southampton,no,True -667,0,3,male,,0,0,7.775,S,Third,man,True,,Southampton,no,True -668,0,3,male,43.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -669,1,1,female,,1,0,52.0,S,First,woman,False,C,Southampton,yes,False -670,1,2,female,40.0,1,1,39.0,S,Second,woman,False,,Southampton,yes,False -671,0,1,male,31.0,1,0,52.0,S,First,man,True,B,Southampton,no,False -672,0,2,male,70.0,0,0,10.5,S,Second,man,True,,Southampton,no,True -673,1,2,male,31.0,0,0,13.0,S,Second,man,True,,Southampton,yes,True -674,0,2,male,,0,0,0.0,S,Second,man,True,,Southampton,no,True -675,0,3,male,18.0,0,0,7.775,S,Third,man,True,,Southampton,no,True -676,0,3,male,24.5,0,0,8.05,S,Third,man,True,,Southampton,no,True -677,1,3,female,18.0,0,0,9.8417,S,Third,woman,False,,Southampton,yes,True -678,0,3,female,43.0,1,6,46.9,S,Third,woman,False,,Southampton,no,False -679,1,1,male,36.0,0,1,512.3292,C,First,man,True,B,Cherbourg,yes,False -680,0,3,female,,0,0,8.1375,Q,Third,woman,False,,Queenstown,no,True -681,1,1,male,27.0,0,0,76.7292,C,First,man,True,D,Cherbourg,yes,True -682,0,3,male,20.0,0,0,9.225,S,Third,man,True,,Southampton,no,True -683,0,3,male,14.0,5,2,46.9,S,Third,child,False,,Southampton,no,False -684,0,2,male,60.0,1,1,39.0,S,Second,man,True,,Southampton,no,False -685,0,2,male,25.0,1,2,41.5792,C,Second,man,True,,Cherbourg,no,False -686,0,3,male,14.0,4,1,39.6875,S,Third,child,False,,Southampton,no,False -687,0,3,male,19.0,0,0,10.1708,S,Third,man,True,,Southampton,no,True -688,0,3,male,18.0,0,0,7.7958,S,Third,man,True,,Southampton,no,True -689,1,1,female,15.0,0,1,211.3375,S,First,child,False,B,Southampton,yes,False -690,1,1,male,31.0,1,0,57.0,S,First,man,True,B,Southampton,yes,False -691,1,3,female,4.0,0,1,13.4167,C,Third,child,False,,Cherbourg,yes,False -692,1,3,male,,0,0,56.4958,S,Third,man,True,,Southampton,yes,True -693,0,3,male,25.0,0,0,7.225,C,Third,man,True,,Cherbourg,no,True -694,0,1,male,60.0,0,0,26.55,S,First,man,True,,Southampton,no,True -695,0,2,male,52.0,0,0,13.5,S,Second,man,True,,Southampton,no,True -696,0,3,male,44.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -697,1,3,female,,0,0,7.7333,Q,Third,woman,False,,Queenstown,yes,True -698,0,1,male,49.0,1,1,110.8833,C,First,man,True,C,Cherbourg,no,False -699,0,3,male,42.0,0,0,7.65,S,Third,man,True,F,Southampton,no,True -700,1,1,female,18.0,1,0,227.525,C,First,woman,False,C,Cherbourg,yes,False -701,1,1,male,35.0,0,0,26.2875,S,First,man,True,E,Southampton,yes,True -702,0,3,female,18.0,0,1,14.4542,C,Third,woman,False,,Cherbourg,no,False -703,0,3,male,25.0,0,0,7.7417,Q,Third,man,True,,Queenstown,no,True -704,0,3,male,26.0,1,0,7.8542,S,Third,man,True,,Southampton,no,False -705,0,2,male,39.0,0,0,26.0,S,Second,man,True,,Southampton,no,True -706,1,2,female,45.0,0,0,13.5,S,Second,woman,False,,Southampton,yes,True -707,1,1,male,42.0,0,0,26.2875,S,First,man,True,E,Southampton,yes,True -708,1,1,female,22.0,0,0,151.55,S,First,woman,False,,Southampton,yes,True -709,1,3,male,,1,1,15.2458,C,Third,man,True,,Cherbourg,yes,False -710,1,1,female,24.0,0,0,49.5042,C,First,woman,False,C,Cherbourg,yes,True -711,0,1,male,,0,0,26.55,S,First,man,True,C,Southampton,no,True -712,1,1,male,48.0,1,0,52.0,S,First,man,True,C,Southampton,yes,False -713,0,3,male,29.0,0,0,9.4833,S,Third,man,True,,Southampton,no,True -714,0,2,male,52.0,0,0,13.0,S,Second,man,True,,Southampton,no,True -715,0,3,male,19.0,0,0,7.65,S,Third,man,True,F,Southampton,no,True -716,1,1,female,38.0,0,0,227.525,C,First,woman,False,C,Cherbourg,yes,True -717,1,2,female,27.0,0,0,10.5,S,Second,woman,False,E,Southampton,yes,True -718,0,3,male,,0,0,15.5,Q,Third,man,True,,Queenstown,no,True -719,0,3,male,33.0,0,0,7.775,S,Third,man,True,,Southampton,no,True -720,1,2,female,6.0,0,1,33.0,S,Second,child,False,,Southampton,yes,False -721,0,3,male,17.0,1,0,7.0542,S,Third,man,True,,Southampton,no,False -722,0,2,male,34.0,0,0,13.0,S,Second,man,True,,Southampton,no,True -723,0,2,male,50.0,0,0,13.0,S,Second,man,True,,Southampton,no,True -724,1,1,male,27.0,1,0,53.1,S,First,man,True,E,Southampton,yes,False -725,0,3,male,20.0,0,0,8.6625,S,Third,man,True,,Southampton,no,True -726,1,2,female,30.0,3,0,21.0,S,Second,woman,False,,Southampton,yes,False -727,1,3,female,,0,0,7.7375,Q,Third,woman,False,,Queenstown,yes,True -728,0,2,male,25.0,1,0,26.0,S,Second,man,True,,Southampton,no,False -729,0,3,female,25.0,1,0,7.925,S,Third,woman,False,,Southampton,no,False -730,1,1,female,29.0,0,0,211.3375,S,First,woman,False,B,Southampton,yes,True -731,0,3,male,11.0,0,0,18.7875,C,Third,child,False,,Cherbourg,no,True -732,0,2,male,,0,0,0.0,S,Second,man,True,,Southampton,no,True -733,0,2,male,23.0,0,0,13.0,S,Second,man,True,,Southampton,no,True -734,0,2,male,23.0,0,0,13.0,S,Second,man,True,,Southampton,no,True -735,0,3,male,28.5,0,0,16.1,S,Third,man,True,,Southampton,no,True -736,0,3,female,48.0,1,3,34.375,S,Third,woman,False,,Southampton,no,False -737,1,1,male,35.0,0,0,512.3292,C,First,man,True,B,Cherbourg,yes,True -738,0,3,male,,0,0,7.8958,S,Third,man,True,,Southampton,no,True -739,0,3,male,,0,0,7.8958,S,Third,man,True,,Southampton,no,True -740,1,1,male,,0,0,30.0,S,First,man,True,D,Southampton,yes,True -741,0,1,male,36.0,1,0,78.85,S,First,man,True,C,Southampton,no,False 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-756,0,3,male,28.0,0,0,7.7958,S,Third,man,True,,Southampton,no,True -757,0,2,male,18.0,0,0,11.5,S,Second,man,True,,Southampton,no,True -758,0,3,male,34.0,0,0,8.05,S,Third,man,True,,Southampton,no,True -759,1,1,female,33.0,0,0,86.5,S,First,woman,False,B,Southampton,yes,True -760,0,3,male,,0,0,14.5,S,Third,man,True,,Southampton,no,True -761,0,3,male,41.0,0,0,7.125,S,Third,man,True,,Southampton,no,True -762,1,3,male,20.0,0,0,7.2292,C,Third,man,True,,Cherbourg,yes,True -763,1,1,female,36.0,1,2,120.0,S,First,woman,False,B,Southampton,yes,False -764,0,3,male,16.0,0,0,7.775,S,Third,man,True,,Southampton,no,True -765,1,1,female,51.0,1,0,77.9583,S,First,woman,False,D,Southampton,yes,False -766,0,1,male,,0,0,39.6,C,First,man,True,,Cherbourg,no,True -767,0,3,female,30.5,0,0,7.75,Q,Third,woman,False,,Queenstown,no,True -768,0,3,male,,1,0,24.15,Q,Third,man,True,,Queenstown,no,False -769,0,3,male,32.0,0,0,8.3625,S,Third,man,True,,Southampton,no,True 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