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Question Description
Instructions
Titanic Project 1
On April 15, 1912, the largestpassenger liner ever made collided with an iceberg during her maidenvoyage. When the Titanic sank it killed 1502 out of 2224 passengers andcrew. This sensational tragedy shocked the international community andled to better safety regulations for ships. One of the reasons that theshipwreck resulted in such loss of life was that there were not enoughlifeboats for the passengers and crew. Although there was some elementof luck involved in surviving the sinking, some groups of people weremore likely to survive than others.
Data Set
The titanic.csv file contains data for 887 of the real Titanic passengers. Each row represents one person.
Instructions
Write a Python Jupyter Notebook that reads the data file and finds the answers to the following questions:
What is the probability that a child who is in third class and is 10 years old or younger survives?
How much did people pay to be on the ship (average)?
Calculate the expectation of fare conditioned on passenger-class (lowes and highest paid).
Restate and answer the three questions with your interpretation and support analysis of it.
10 points per question based on (2 points each):
Document the import and selection of data
Document any data transformation
Summarize any tabular results
Summary of you interpretation of any visual results
Restate the question with your answer based on the analysis.
Submit your answers and work in a Jupyter Notebook (PDF) export or print to PDF.
Attachments
titanic.csv(43.19 KB)
please make sure to add code
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