案例分析: 泰坦尼克生还者数据
主要使用直方图
可以是count
(默认设置)
也可以是比例
,使用fill
的美学属性
看一看有多少幸存者,有多少遇难者?
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
先看看都有写什么变量
男女分布, 看着该船上性别比例?
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
船舱分布,看一看每一个等级的船舱分别有多少人
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
看一看,不同性别的乘客在不同船舱的分布是否平均?
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
生还者特征描述 谁更容易生还,男士,女士?
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
谁更容易生还,头等舱的?
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
综合上面的信息,是不是头等舱的女士更容易生还?我们来验证一下:
eyJsYW5ndWFnZSI6InIiLCJwcmVfZXhlcmNpc2VfY29kZSI6ImxpYnJhcnkoZ2dwbG90MilcbnRpdGFuaWMgPC0gcmVhZC5jc3YoJ2h0dHBzOi8vd3d3LmRyb3Bib3guY29tL3MvOG93NzRyenA2cmthOHE5L3RpdGFuaWMuY3N2P2RsPTEnKVxudGl0YW5pYzwtYXMuZGF0YS5mcmFtZSh0aXRhbmljKVxudGl0YW5pYyRTZXg9ZmFjdG9yKHRpdGFuaWMkU2V4KVxudGl0YW5pYyRQY2xhc3M9ZmFjdG9yKHRpdGFuaWMkUGNsYXNzKVxudGl0YW5pYyRTdXJ2aXZlZD1mYWN0b3IodGl0YW5pYyRTdXJ2aXZlZCkiLCJzYW1wbGUiOiIjIiwic29sdXRpb24iOiJsaWJyYXJ5KGdncGxvdDIpXG5nZ3Bsb3QodGl0YW5pYywgYWVzKHggPSBTZXgsIGZpbGwgPSBTdXJ2aXZlZCkpICtcbiAgZ2VvbV9iYXIocG9zaXRpb24gPSBcImZpbGxcIikrXG4gIGZhY2V0X2dyaWQoLn5QY2xhc3MpICAifQ==