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数据小哥哥:Excel中的南丁格尔图

数据小哥哥:Excel中的南丁格尔图

前阵子在合肥陪护家人就医,看着病房里的护士来回穿梭忙碌,突然想到护士还有个称呼:南丁格尔小姐。南丁格尔不仅仅是个护士,她还发明了一种“数据可视化图表”,这种图表形似玫瑰绽放,又被称为“极区图”或“玫瑰图”,它以优雅的形态承载着严谨的数据,就是下图所示的南丁格尔图

今天就介绍下南丁格尔图的起源、应用场景和使用时的注意事项。

一、南丁格尔图的起源

南丁格尔图的创造者并不是专业的统计学家,而是护理事业的奠基人--弗罗伦斯·南丁格尔。在19世纪50年代的克里米亚战争中,南丁格尔带领护士团队前往战地医院。她发现,大量士兵并非死于战场创伤,而是死于感染性疾病。为了说服英国军方改善卫生条件,南丁格尔需要一种清晰有力的方式呈现数据

当时常用的统计图表对军方官员来说晦涩难懂,南丁格尔于是创新性地设计了一种“玫瑰图”:以圆心为起点,将一年分为12个扇区,每个扇区代表一个月,扇区半径长度代表死亡人数,不同颜色区分“可预防的感染死亡”、“战伤死亡”和“其他原因死亡”;这张图表直观揭示了惊人事实:在改善卫生条件后,可预防的死亡人数急剧下降!图表如同一朵盛开的玫瑰,美丽却刺痛人心--它用视觉冲击力改变了军事医疗史

二、南丁格尔图的应用场景

南丁格尔图最擅长的场景是展示周期性数据的对比,尤其是突显“部分与整体”在时间维度上的变化。典型的应用包括:

1、公共卫生与医疗:按月展示不同病因导致的死亡人数或发病率,这是南丁格尔图的“原生场景”。

2、事故分析与安全管理:展示不同时段各类事故的发生频次,帮助识别风险高峰。

3、季节性销售分析:零售业中,可用南丁格尔图对比各月份不同品类商品的销售额,直观呈现淡旺季规律

4、环境监测:展示一年中各类污染物浓度的月度变化。

三、使用南丁格尔图的注意事项

1、慎用面积编码。南丁格尔图用扇区半径表示数据量值,利用半径与面积的平方关系放大差异,人眼对面积变化不如长度敏感。因此,数据点之间差异需足够显著,否则无法被准确感知。

2、排序与起点有讲究。通常将多个扇区按时间顺序排列(如月份),若用于非周期性对比,建议将数值最大的扇区置于顶部(12点钟方向),便于快速比较。

3、明确标注零基线。与其他饼图、环形图不同,南丁格尔图的半径长度必须有明确起点(通常为零)。若截断半径会严重扭曲数据比例,违背数据可视化真实性原则

4、适度使用。南丁格尔图视觉冲击力强,但承载信息有限,对于精细的数据分析或数量级差异巨大的数据,用条形图或折线图往往更合适。

回到本文题目,那就是如何在Excel中做出南丁格尔图呢?

Excel中,南丁格尔图的本质是雷达图(有关雷达图的知识点,请参阅往期文章:连牛奶箱都用上雷达图了),只是多了一些辅助加工数据的步骤,这方面的详细教程网上有很多,就不再赘述了。

最后建议:

1、南丁格尔图主要适合展示绝对值差异明显的数据,且类别不宜过多(通常不超过6类),否则会显得很杂乱。

2、南丁格尔图在Excel中的制作比较复杂,建议仅准备数据源,然后把数据源丢给AIAI可以分分钟就做出来一个炫酷的南丁格尔图。


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  1. CONNECT:[ UseTime:0.000887s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001790s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000729s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000597s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001393s ]
  6. SELECT * FROM `set` [ RunTime:0.000565s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001549s ]
  8. SELECT * FROM `article` WHERE `id` = 730443 LIMIT 1 [ RunTime:0.001728s ]
  9. UPDATE `article` SET `lasttime` = 1781068004 WHERE `id` = 730443 [ RunTime:0.031977s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000703s ]
  11. SELECT * FROM `article` WHERE `id` < 730443 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001631s ]
  12. SELECT * FROM `article` WHERE `id` > 730443 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001150s ]
  13. SELECT * FROM `article` WHERE `id` < 730443 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002159s ]
  14. SELECT * FROM `article` WHERE `id` < 730443 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.002464s ]
  15. SELECT * FROM `article` WHERE `id` < 730443 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.003429s ]
0.206401s