column | type | unit | description | expression |
---|---|---|---|---|
pclass | int64 | |||
survived | bool | |||
name | str | |||
sex | str | |||
age | float64 | |||
sibsp | int64 | |||
parch | int64 | |||
ticket | str | |||
fare | float64 | |||
cabin | str | |||
embarked | str | |||
boat | str | |||
body | float64 | |||
home_dest | str |
# | pclass | survived | name | sex | age | sibsp | parch | ticket | fare | cabin | embarked | boat | body | home_dest |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | True | Allen, Miss. Elisabeth Walton | female | 29.0 | 0 | 0 | 24160 | 211.3375 | B5 | S | 2 | nan | St Louis, MO |
1 | 1 | True | Allison, Master. Hudson Trevor | male | 0.9167 | 1 | 2 | 113781 | 151.55 | C22 C26 | S | 11 | nan | Montreal, PQ / Chesterville, ON |
2 | 1 | False | Allison, Miss. Helen Loraine | female | 2.0 | 1 | 2 | 113781 | 151.55 | C22 C26 | S | -- | nan | Montreal, PQ / Chesterville, ON |
3 | 1 | False | Allison, Mr. Hudson Joshua Creighton | male | 30.0 | 1 | 2 | 113781 | 151.55 | C22 C26 | S | -- | 135.0 | Montreal, PQ / Chesterville, ON |
4 | 1 | False | Allison, Mrs. Hudson J C (Bessie Waldo Daniels) | female | 25.0 | 1 | 2 | 113781 | 151.55 | C22 C26 | S | -- | nan | Montreal, PQ / Chesterville, ON |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
1,304 | 3 | False | Zabour, Miss. Hileni | female | 14.5 | 1 | 0 | 2665 | 14.4542 | -- | C | -- | 328.0 | -- |
1,305 | 3 | False | Zabour, Miss. Thamine | female | nan | 1 | 0 | 2665 | 14.4542 | -- | C | -- | nan | -- |
1,306 | 3 | False | Zakarian, Mr. Mapriededer | male | 26.5 | 0 | 0 | 2656 | 7.225 | -- | C | -- | 304.0 | -- |
1,307 | 3 | False | Zakarian, Mr. Ortin | male | 27.0 | 0 | 0 | 2670 | 7.225 | -- | C | -- | nan | -- |
1,308 | 3 | False | Zimmerman, Mr. Leo | male | 29.0 | 0 | 0 | 315082 | 7.875 | -- | S | -- | nan | -- |
\n", " | pclass | \n", "survived | \n", "name | \n", "sex | \n", "age | \n", "sibsp | \n", "parch | \n", "ticket | \n", "fare | \n", "cabin | \n", "embarked | \n", "boat | \n", "body | \n", "home_dest | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
data_type | \n", "int64 | \n", "bool | \n", "string | \n", "string | \n", "float64 | \n", "int64 | \n", "int64 | \n", "string | \n", "float64 | \n", "string | \n", "string | \n", "string | \n", "float64 | \n", "string | \n", "
count | \n", "1047 | \n", "1047 | \n", "1047 | \n", "1047 | \n", "841 | \n", "1047 | \n", "1047 | \n", "1047 | \n", "1046 | \n", "233 | \n", "1046 | \n", "380 | \n", "102 | \n", "592 | \n", "
NA | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "206 | \n", "0 | \n", "0 | \n", "0 | \n", "1 | \n", "814 | \n", "1 | \n", "667 | \n", "945 | \n", "455 | \n", "
mean | \n", "2.3075453677172875 | \n", "0.3744030563514804 | \n", "-- | \n", "-- | \n", "29.565299286563608 | \n", "0.5100286532951289 | \n", "0.3982808022922636 | \n", "-- | \n", "32.92609101338429 | \n", "-- | \n", "-- | \n", "-- | \n", "159.6764705882353 | \n", "-- | \n", "
std | \n", "0.833269 | \n", "0.483968 | \n", "-- | \n", "-- | \n", "14.161953 | \n", "1.071309 | \n", "0.890852 | \n", "-- | \n", "50.678261 | \n", "-- | \n", "-- | \n", "-- | \n", "96.220759 | \n", "-- | \n", "
min | \n", "1 | \n", "False | \n", "-- | \n", "-- | \n", "0.1667 | \n", "0 | \n", "0 | \n", "-- | \n", "0.0 | \n", "-- | \n", "-- | \n", "-- | \n", "1.0 | \n", "-- | \n", "
max | \n", "3 | \n", "True | \n", "-- | \n", "-- | \n", "80.0 | \n", "8 | \n", "9 | \n", "-- | \n", "512.3292 | \n", "-- | \n", "-- | \n", "-- | \n", "327.0 | \n", "-- | \n", "
# | pclass | survived | name | sex | age | sibsp | parch | ticket | fare | cabin | embarked | boat | body | home_dest | name_title | name_num_words | deck | multi_cabin | has_cabin | family_size | is_alone | age_times_class | fare_per_family_member | label_encoded_sex | label_encoded_embarked | label_encoded_deck | frequency_encoded_name_title |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 3 | False | Stoytcheff, Mr. Ilia | male | 19.0 | 0 | 0 | 349205 | 7.8958 | M | S | -- | nan | -- | Mr | 3 | M | 0 | 1 | 1 | 0 | 57.0 | 7.8958 | 1 | 1 | 0 | 0.5787965616045845 |
1 | 1 | False | Payne, Mr. Vivian Ponsonby | male | 23.0 | 0 | 0 | 12749 | 93.5 | B24 | S | -- | nan | Montreal, PQ | Mr | 4 | B | 0 | 1 | 1 | 0 | 23.0 | 93.5 | 1 | 1 | 1 | 0.5787965616045845 |
2 | 3 | True | Abbott, Mrs. Stanton (Rosa Hunt) | female | 35.0 | 1 | 1 | C.A. 2673 | 20.25 | M | S | A | nan | East Providence, RI | Mrs | 5 | M | 0 | 1 | 3 | 0 | 105.0 | 6.75 | 0 | 1 | 0 | 0.1451766953199618 |
3 | 2 | True | Hocking, Miss. Ellen "Nellie" | female | 20.0 | 2 | 1 | 29105 | 23.0 | M | S | 4 | nan | Cornwall / Akron, OH | Miss | 4 | M | 0 | 1 | 4 | 0 | 40.0 | 5.75 | 0 | 1 | 0 | 0.20152817574021012 |
4 | 3 | False | Nilsson, Mr. August Ferdinand | male | 21.0 | 0 | 0 | 350410 | 7.8542 | M | S | -- | nan | -- | Mr | 4 | M | 0 | 1 | 1 | 0 | 63.0 | 7.8542 | 1 | 1 | 0 | 0.5787965616045845 |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
1,042 | 3 | False | Goodwin, Master. Sidney Leonard | male | 1.0 | 5 | 2 | CA 2144 | 46.9 | M | S | -- | nan | Wiltshire, England Niagara Falls, NY | Master | 4 | M | 0 | 1 | 8 | 0 | 3.0 | 5.8625 | 1 | 1 | 0 | 0.045845272206303724 |
1,043 | 3 | False | Ahlin, Mrs. Johan (Johanna Persdotter Larsson) | female | 40.0 | 1 | 0 | 7546 | 9.475 | M | S | -- | nan | Sweden Akeley, MN | Mrs | 6 | M | 0 | 1 | 2 | 0 | 120.0 | 4.7375 | 0 | 1 | 0 | 0.1451766953199618 |
1,044 | 3 | True | Johnson, Master. Harold Theodor | male | 4.0 | 1 | 1 | 347742 | 11.1333 | M | S | 15 | nan | -- | Master | 4 | M | 0 | 1 | 3 | 0 | 12.0 | 3.7111 | 1 | 1 | 0 | 0.045845272206303724 |
1,045 | 1 | False | Baxter, Mr. Quigg Edmond | male | 24.0 | 0 | 1 | PC 17558 | 247.5208 | B58 B60 | C | -- | nan | Montreal, PQ | Mr | 4 | B | 1 | 1 | 2 | 0 | 24.0 | 123.7604 | 1 | 0 | 1 | 0.5787965616045845 |
1,046 | 3 | False | Coleff, Mr. Satio | male | 24.0 | 0 | 0 | 349209 | 7.4958 | M | S | -- | nan | -- | Mr | 3 | M | 0 | 1 | 1 | 0 | 72.0 | 7.4958 | 1 | 1 | 0 | 0.5787965616045845 |
# | label_encoded_sex | label_encoded_embarked | label_encoded_deck | frequency_encoded_name_title | multi_cabin | name_num_words | has_cabin | is_alone | family_size | age_times_class | fare_per_family_member | age | fare |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 1 | 0 | 0.578797 | 0 | 3 | 1 | 0 | 1 | 57 | 7.8958 | 19 | 7.8958 |
1 | 1 | 1 | 1 | 0.578797 | 0 | 4 | 1 | 0 | 1 | 23 | 93.5 | 23 | 93.5 |
2 | 0 | 1 | 0 | 0.145177 | 0 | 5 | 1 | 0 | 3 | 105 | 6.75 | 35 | 20.25 |
3 | 0 | 1 | 0 | 0.201528 | 0 | 4 | 1 | 0 | 4 | 40 | 5.75 | 20 | 23 |
4 | 1 | 1 | 0 | 0.578797 | 0 | 4 | 1 | 0 | 1 | 63 | 7.8542 | 21 | 7.8542 |
# | pclass | survived | name | sex | age | sibsp | parch | ticket | fare | cabin | embarked | boat | body | home_dest | name_title | name_num_words | deck | multi_cabin | has_cabin | family_size | is_alone | age_times_class | fare_per_family_member | label_encoded_sex | label_encoded_embarked | label_encoded_deck | frequency_encoded_name_title | prediction_xgb |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 3 | False | Stoytcheff, Mr. Ilia | male | 19.0 | 0 | 0 | 349205 | 7.8958 | M | S | -- | nan | -- | Mr | 3 | M | 0 | 1 | 1 | 0 | 57.0 | 7.8958 | 1 | 1 | 0 | 0.5787965616045845 | 0 |
1 | 1 | False | Payne, Mr. Vivian Ponsonby | male | 23.0 | 0 | 0 | 12749 | 93.5 | B24 | S | -- | nan | Montreal, PQ | Mr | 4 | B | 0 | 1 | 1 | 0 | 23.0 | 93.5 | 1 | 1 | 1 | 0.5787965616045845 | 0 |
2 | 3 | True | Abbott, Mrs. Stanton (Rosa Hunt) | female | 35.0 | 1 | 1 | C.A. 2673 | 20.25 | M | S | A | nan | East Providence, RI | Mrs | 5 | M | 0 | 1 | 3 | 0 | 105.0 | 6.75 | 0 | 1 | 0 | 0.1451766953199618 | 1 |
3 | 2 | True | Hocking, Miss. Ellen "Nellie" | female | 20.0 | 2 | 1 | 29105 | 23.0 | M | S | 4 | nan | Cornwall / Akron, OH | Miss | 4 | M | 0 | 1 | 4 | 0 | 40.0 | 5.75 | 0 | 1 | 0 | 0.20152817574021012 | 1 |
4 | 3 | False | Nilsson, Mr. August Ferdinand | male | 21.0 | 0 | 0 | 350410 | 7.8542 | M | S | -- | nan | -- | Mr | 4 | M | 0 | 1 | 1 | 0 | 63.0 | 7.8542 | 1 | 1 | 0 | 0.5787965616045845 | 0 |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
1,042 | 3 | False | Goodwin, Master. Sidney Leonard | male | 1.0 | 5 | 2 | CA 2144 | 46.9 | M | S | -- | nan | Wiltshire, England Niagara Falls, NY | Master | 4 | M | 0 | 1 | 8 | 0 | 3.0 | 5.8625 | 1 | 1 | 0 | 0.045845272206303724 | 0 |
1,043 | 3 | False | Ahlin, Mrs. Johan (Johanna Persdotter Larsson) | female | 40.0 | 1 | 0 | 7546 | 9.475 | M | S | -- | nan | Sweden Akeley, MN | Mrs | 6 | M | 0 | 1 | 2 | 0 | 120.0 | 4.7375 | 0 | 1 | 0 | 0.1451766953199618 | 0 |
1,044 | 3 | True | Johnson, Master. Harold Theodor | male | 4.0 | 1 | 1 | 347742 | 11.1333 | M | S | 15 | nan | -- | Master | 4 | M | 0 | 1 | 3 | 0 | 12.0 | 3.7111 | 1 | 1 | 0 | 0.045845272206303724 | 1 |
1,045 | 1 | False | Baxter, Mr. Quigg Edmond | male | 24.0 | 0 | 1 | PC 17558 | 247.5208 | B58 B60 | C | -- | nan | Montreal, PQ | Mr | 4 | B | 1 | 1 | 2 | 0 | 24.0 | 123.7604 | 1 | 0 | 1 | 0.5787965616045845 | 0 |
1,046 | 3 | False | Coleff, Mr. Satio | male | 24.0 | 0 | 0 | 349209 | 7.4958 | M | S | -- | nan | -- | Mr | 3 | M | 0 | 1 | 1 | 0 | 72.0 | 7.4958 | 1 | 1 | 0 | 0.5787965616045845 | 0 |
# | pclass | survived | name | sex | age | sibsp | parch | ticket | fare | cabin | embarked | boat | body | home_dest | name_title | name_num_words | deck | multi_cabin | has_cabin | family_size | is_alone | age_times_class | fare_per_family_member | label_encoded_sex | label_encoded_embarked | label_encoded_deck | frequency_encoded_name_title | prediction_xgb |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 3 | False | O'Connor, Mr. Patrick | male | 28.032 | 0 | 0 | 366713 | 7.75 | M | Q | -- | nan | -- | Mr | 3 | M | 0 | 1 | 1 | 0 | 84.096 | 7.75 | 1 | 2 | 0 | 0.578797 | 0 |
1 | 3 | False | Canavan, Mr. Patrick | male | 21 | 0 | 0 | 364858 | 7.75 | M | Q | -- | nan | Ireland Philadelphia, PA | Mr | 3 | M | 0 | 1 | 1 | 0 | 63 | 7.75 | 1 | 2 | 0 | 0.578797 | 0 |
2 | 1 | False | Ovies y Rodriguez, Mr. Servando | male | 28.5 | 0 | 0 | PC 17562 | 27.7208 | D43 | C | -- | 189 | ?Havana, Cuba | Mr | 5 | D | 0 | 1 | 1 | 0 | 28.5 | 27.7208 | 1 | 0 | 4 | 0.578797 | 1 |
3 | 3 | False | Windelov, Mr. Einar | male | 21 | 0 | 0 | SOTON/OQ 3101317 | 7.25 | M | S | -- | nan | -- | Mr | 3 | M | 0 | 1 | 1 | 0 | 63 | 7.25 | 1 | 1 | 0 | 0.578797 | 0 |
4 | 2 | True | Shelley, Mrs. William (Imanita Parrish Hall) | female | 25 | 0 | 1 | 230433 | 26 | M | S | 12 | nan | Deer Lodge, MT | Mrs | 6 | M | 0 | 1 | 2 | 0 | 50 | 13 | 0 | 1 | 0 | 0.145177 | 1 |
# | pclass | survived | name | sex | age | sibsp | parch | ticket | fare | cabin | embarked | boat | body | home_dest | name_title | name_num_words | deck | multi_cabin | has_cabin | family_size | is_alone | age_times_class | fare_per_family_member | label_encoded_sex | label_encoded_embarked | label_encoded_deck | frequency_encoded_name_title | prediction_xgb | deck_A | deck_B | deck_C | deck_D | deck_E | deck_F | deck_G | deck_M | family_size_1 | family_size_2 | family_size_3 | family_size_4 | family_size_5 | family_size_6 | family_size_7 | family_size_8 | family_size_11 | name_title_Capt | name_title_Col | name_title_Countess | name_title_Don | name_title_Dona | name_title_Dr | name_title_Jonkheer | name_title_Lady | name_title_Major | name_title_Master | name_title_Miss | name_title_Mlle | name_title_Mme | name_title_Mr | name_title_Mrs | name_title_Ms | name_title_Rev | standard_scaled_age | standard_scaled_fare | standard_scaled_fare_per_family_member | prediction_svc | prediction_lr |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 3 | False | Stoytcheff, Mr. Ilia | male | 19 | 0 | 0 | 349205 | 7.8958 | M | S | -- | nan | -- | Mr | 3 | M | 0 | 1 | 1 | 0 | 57 | 7.8958 | 1 | 1 | 0 | 0.578797 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | -0.807704 | -0.493719 | -0.342804 | False | False |
1 | 1 | False | Payne, Mr. Vivian Ponsonby | male | 23 | 0 | 0 | 12749 | 93.5 | B24 | S | -- | nan | Montreal, PQ | Mr | 4 | B | 0 | 1 | 1 | 0 | 23 | 93.5 | 1 | 1 | 1 | 0.578797 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | -0.492921 | 1.19613 | 1.99718 | False | True |
2 | 3 | True | Abbott, Mrs. Stanton (Rosa Hunt) | female | 35 | 1 | 1 | C.A. 2673 | 20.25 | M | S | A | nan | East Providence, RI | Mrs | 5 | M | 0 | 1 | 3 | 0 | 105 | 6.75 | 0 | 1 | 0 | 0.145177 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0.45143 | -0.249845 | -0.374124 | True | True |
3 | 2 | True | Hocking, Miss. Ellen "Nellie" | female | 20 | 2 | 1 | 29105 | 23 | M | S | 4 | nan | Cornwall / Akron, OH | Miss | 4 | M | 0 | 1 | 4 | 0 | 40 | 5.75 | 0 | 1 | 0 | 0.201528 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | -0.729008 | -0.195559 | -0.401459 | True | True |
4 | 3 | False | Nilsson, Mr. August Ferdinand | male | 21 | 0 | 0 | 350410 | 7.8542 | M | S | -- | nan | -- | Mr | 4 | M | 0 | 1 | 1 | 0 | 63 | 7.8542 | 1 | 1 | 0 | 0.578797 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | -0.650312 | -0.494541 | -0.343941 | False | False |
# | prediction_xgb | prediction_svc | prediction_lr | prediction_final |
---|---|---|---|---|
0 | 0 | False | False | False |
1 | 0 | False | True | False |
2 | 1 | True | True | True |
3 | 1 | True | True | True |
4 | 0 | False | False | False |
... | ... | ... | ... | ... |
1,042 | 0 | False | False | False |
1,043 | 0 | True | True | True |
1,044 | 1 | True | False | True |
1,045 | 0 | True | True | True |
1,046 | 0 | False | False | False |
# | pclass | survived | name | sex | age | sibsp | parch | ticket | fare | cabin | embarked | boat | body | home_dest | name_title | name_num_words | deck | multi_cabin | has_cabin | family_size | is_alone | age_times_class | fare_per_family_member | label_encoded_sex | label_encoded_embarked | label_encoded_deck | frequency_encoded_name_title | prediction_xgb | deck_A | deck_B | deck_C | deck_D | deck_E | deck_F | deck_G | deck_M | family_size_1 | family_size_2 | family_size_3 | family_size_4 | family_size_5 | family_size_6 | family_size_7 | family_size_8 | family_size_11 | name_title_Capt | name_title_Col | name_title_Countess | name_title_Don | name_title_Dona | name_title_Dr | name_title_Jonkheer | name_title_Lady | name_title_Major | name_title_Master | name_title_Miss | name_title_Mlle | name_title_Mme | name_title_Mr | name_title_Mrs | name_title_Ms | name_title_Rev | standard_scaled_age | standard_scaled_fare | standard_scaled_fare_per_family_member | prediction_svc | prediction_lr | prediction_final |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 3 | False | O'Connor, Mr. Patrick | male | 28.032 | 0 | 0 | 366713 | 7.75 | M | Q | -- | nan | -- | Mr | 3 | M | 0 | 1 | 1 | 0 | 84.096 | 7.75 | 1 | 2 | 0 | 0.578797 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | -0.096924 | -0.496597 | -0.346789 | False | False | False |
1 | 3 | False | Canavan, Mr. Patrick | male | 21 | 0 | 0 | 364858 | 7.75 | M | Q | -- | nan | Ireland Philadelphia, PA | Mr | 3 | M | 0 | 1 | 1 | 0 | 63 | 7.75 | 1 | 2 | 0 | 0.578797 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | -0.650312 | -0.496597 | -0.346789 | False | False | False |
2 | 1 | False | Ovies y Rodriguez, Mr. Servando | male | 28.5 | 0 | 0 | PC 17562 | 27.7208 | D43 | C | -- | 189 | ?Havana, Cuba | Mr | 5 | D | 0 | 1 | 1 | 0 | 28.5 | 27.7208 | 1 | 0 | 4 | 0.578797 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | -0.0600935 | -0.102369 | 0.19911 | False | False | True |
3 | 3 | False | Windelov, Mr. Einar | male | 21 | 0 | 0 | SOTON/OQ 3101317 | 7.25 | M | S | -- | nan | -- | Mr | 3 | M | 0 | 1 | 1 | 0 | 63 | 7.25 | 1 | 1 | 0 | 0.578797 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | -0.650312 | -0.506468 | -0.360456 | False | False | False |
4 | 2 | True | Shelley, Mrs. William (Imanita Parrish Hall) | female | 25 | 0 | 1 | 230433 | 26 | M | S | 12 | nan | Deer Lodge, MT | Mrs | 6 | M | 0 | 1 | 2 | 0 | 50 | 13 | 0 | 1 | 0 | 0.145177 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | -0.335529 | -0.136338 | -0.203281 | True | True | True |