2.14: 帕累托图

Pareto Chart
JoVE Core
Statistics
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JoVE Core Statistics
Pareto Chart

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00:52 min
April 30, 2023

Overview

A Pareto chart is a bar graph or a combination of both line and bar graphs. The bar lengths represent the individual values or the frequency, while the lines represent the cumulative total values. In this chart, the longest bars are arranged on the left and the shortest bars on the right, which makes it easier to read and interpret the data. It can also be called a Pareto diagram or Pareto analysis.

The Pareto chart is named after the Italian economist Vilfredo Pareto, who described the Pareto principle. According to this principle, roughly 80% of the outcomes can be traced from 20% of the conditions for many events. For example, in calculating the population of any country, in predicting the defects in quality control divisions, in analyzing the business profit,  this assumption is used. Simply put, the Pareto chart helps provide statistical information on bulk details for each category. Thus, it is a valuable tool in statistics. 

Transcript

考虑不同国家/地区的 COVID-19 病例数数据。

假设一个人想知道 COVID 患者人数最高或最少的国家。在这种情况下,他们可以使用 Pareto 图来可视化给定的数据。

帕累托图是一种经过修改的条形图。在此图表中,条形按从左到右的降序排列。

在这里,类别(即不同的国家/地区)显示在横轴上。频率在纵轴上表示。每个类别上方的条形表示每个国家/地区的 COVID 患者频率。

从图表中可以看出,E 国的 COVID 患者人数最多,F 国的 COVID 患者人数最少。

因此,帕累托图是可视化大型数据集的有用工具。

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