斯皮尔曼相关系数分析 - 云南油麦菜, 云南生菜, 小米椒等

商品相关性分析 - 基于斯皮尔曼相关系数

数据展示:

Single item 1, Single item 2, Spearman correlation coefficient 0, Yunnan oilseed rape (portion), Yunnan oilseed rape, -0.772892 1, Yunnan lettuce, Yunnan oilseed rape, 0.777389 2, Yunnan lettuce (portion), Yunnan oilseed rape, -0.745021 3, Small pepper (portion), Yunnan oilseed rape, -0.703895 4, Yunnan oilseed rape, Yunnan oilseed rape (portion), -0.772892 5, Yunnan lettuce, Yunnan oilseed rape (portion), -0.729808 6, Yunnan lettuce (portion), Yunnan oilseed rape (portion), 0.932146 7, Small pepper (portion), Yunnan oilseed rape (portion), 0.846096 8, Enoki mushroom (box), Yunnan oilseed rape (portion), 0.742161 9, Yunnan oilseed rape, Yunnan lettuce, 0.777389 10, Yunnan oilseed rape (portion), Yunnan lettuce, -0.729808 11, Yunnan lettuce (portion), Yunnan lettuce, -0.745892 12, Yunnan oilseed rape, Yunnan lettuce (portion), -0.745021 13, Yunnan oilseed rape (portion), Yunnan lettuce (portion), 0.932146 14, Yunnan lettuce, Yunnan lettuce (portion), -0.745892 15, Small pepper (portion), Yunnan lettuce (portion), 0.834031 16, Enoki mushroom (box), Yunnan lettuce (portion), 0.746751 17, Qinggeng scattered flowers, Chinese cabbage, 0.829371 18, Yunnan oilseed rape, Small pepper (portion), -0.703895 19, Yunnan oilseed rape (portion), Small pepper (portion), 0.846096 20, Yunnan lettuce (portion), Small pepper (portion), 0.834031 21, Enoki mushroom (box), Small pepper (portion), 0.795208 22, Yunnan oilseed rape (portion), Enoki mushroom (box), 0.742161 23, Yunnan lettuce (portion), Enoki mushroom (box), 0.746751 24, Small pepper (portion), Enoki mushroom (box), 0.795208 25, Chinese cabbage, Qinggeng scattered flowers, 0.829371

分析:

上述数据展示了不同商品之间的斯皮尔曼相关系数。斯皮尔曼相关系数用于衡量两个变量之间单调关系的强度和方向。系数取值范围为 -1 到 1，其中：

• 1 表示完全正相关，即一个变量增加，另一个变量也增加。* -1 表示完全负相关，即一个变量增加，另一个变量减少。* 0 表示没有单调相关关系。

例如，云南油麦菜和云南生菜的斯皮尔曼相关系数为 0.777389，表示它们之间存在较强的正相关关系。这意味着当云南油麦菜的销量增加时，云南生菜的销量也倾向于增加。

结论:

通过分析商品之间的斯皮尔曼相关系数，可以发现商品之间的潜在关联关系，这对于制定营销策略、优化商品组合等方面都具有重要意义。

注意: 相关性并不等同于因果关系。