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Clustering-on-Titanic-dataset-to-predict-deaths

A little insight on the dataset

##TITANIC DATASET

Pclass Passenger Class (1 = 1st; 2 = 2nd; 3 = 3rd)

survival Survival (0 = No; 1 = Yes)

name Name

sex Sex

age Age

sibsp Number of Siblings/Spouses Aboard

parch Number of Parents/Children Aboard

ticket Ticket Number

fare Passenger Fare (British pound)

cabin Cabin

embarked Port of Embarkation (C = Cherbourg; Q = Queenstown; S = Southampton)

boat Lifeboat

body Body Identification Number

home.dest Home/Destination

Dependencies:

sklearn, for clustering algorithm

numpy, mathematical library for python

matplotlib, data visuals

pandas, data processing

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KMeans clustering on titanic dataset for death prediction

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