泰坦尼克号

泰坦尼克号的沉没是历史上最臭名昭著的沉船之一。1912年4月15日，在她的处女航中，被广泛认为“不沉”的“泰坦尼克号”在与冰山相撞后沉没。不幸的是，船上的每个人都没有足够的救生艇，导致2224名乘客和船员中有1502人死亡。虽然生存中有一些运气因素，但似乎有些群体比其他群体更有可能生存下来。在这里，建立一个预测模型来回答这个问题：“什么样的人更有可能生存？”使用乘客数据（即姓名，年龄，性别，社会经济阶层等）。

The sinking of the RMS Titanic is one of the most infamous shipwrecks in history. On April 15, 1912, during her maiden voyage, the widely regarded "unsinkable" RMS Titanic sank after colliding with an iceberg. Unfortunately, the vessel did not have enough lifeboats for everyone on board, resulting in 1502 deaths out of the 2224 total passengers and crew members. While there was an element of luck involved in survival, some groups of people were more likely to survive than others. Here, we will build a predictive model to answer the question: "What types of people are more likely to survive?" using passenger data such as name, age, gender, socioeconomic class, and other relevant attributes.

搜集汇总

背景与挑战

背景概述

该数据集以1912年泰坦尼克号沉船事件为背景，提供了乘客的个人信息数据，旨在构建预测模型以分析影响生存概率的因素。数据集包含一个Excel文件，可用于研究不同群体在事故中的生存可能性。