Python⽓象数据处理与绘图:⼩提琴图ViolinPlot
介绍
以下来⾃
A violin plot is a method of plotting numeric data. It is similar to a box plot, with the addition of a rotated
气象python零基础入门教程kernel density plot on each side.Violin plots are similar to box plots, except that they also show the
probability density of the data at different values, usually smoothed by a kernel density estimator. Typically
a violin plot will include all the data that is in a box plot: a marker for the median of the data; a box or
marker indicating the interquartile range; and possibly all sample points, if the number of samples is not too high.
A violin plot is more informative than a plain box plot. While a box plot only shows summary statistics such
点微同城源码下载as mean/median and interquartile ranges, the violin plot shows the full distribution of the data. Theant教程
编程猫小学生作品网difference is particularly useful when the data distribution is multimodal (more than one peak). In this case
a violin plot shows the presence of different peaks, their position and relative amplitude.
视图的主要作用是什么简单来说
⼩提琴图 (Violin Plot)顾名思义就是长得像⼩提琴的图,相⽐较箱线图(Box Plot)多了⼀个概率密度展⽰的功能。这个功能通过⼩提琴的宽窄来表⽰,⽐如下图下⾯最宽的地⽅代表数据分布在这附近概率最⼤,其他的功能与箱线图基本差不多,由于⽓象领域⽤该图形较少,所以今天写了⼀个记录贴来研究下如何绘制。
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