August 2015
Beginner to intermediate
294 pages
5h 20m
English
Content preview from Mastering Python for Data Science
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Studying the Titanic
To perform the data analysis, we'll be using the Titanic dataset from Kaggle.
This dataset is simple to understand and does not require any domain understanding to derive insights.
This dataset contains the details of each passenger on the Titanic and also whether they survived or not.
The following are the field descriptions:
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Field |
Descriptions |
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Survival( |
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Passenger class( |
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Name of the passenger |
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Gender of the passenger |
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Age of the passenger |
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Number of siblings/spouses aboard |
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Number of parents/children aboard |
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Ticket number |
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Passenger fare |
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Cabin |
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Port of embarkation ( |
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