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Power Query M语言入门:Excel里的"新编程小伙伴"

  • 2026-04-03 10:07:25
Power Query M语言入门:Excel里的"新编程小伙伴"

持续学习,共同成长

🔍 Excel中的M语言藏在哪里?

想象一下,Excel里住着两位"编程小伙伴":

  • VBA老大哥:住在开发者工具栏里,爱管整个Excel

  • M语言小鲜肉:藏在数据菜单里,专门负责数据整理

找到M语言编辑器的步骤:

  1. 点击Excel的 "数据" 选项卡

  2. 找到 "获取和转换数据" 区域

  3. 从任何数据源导入数据(比如"从表格")

  4. Power Query编辑器弹出后 → 点击 "高级编辑器" 按钮

温馨提示:如果你的Excel没有Power Query,可能需要Office 365或Excel 2016以上版本哦!

⚔️ M语言 vs VBA:新一代与老前辈的较量

打个比方

  • VBA像是全能管家,什么都能干但得详细吩咐

  • M语言像是专业厨师,专门把乱糟糟的食材做成美味佳肴

📦 M语言的基本结构:一个神奇的"三步魔法"

M语言的核心结构简单到令人发指,就三步:

let    // 第一步:准备材料(定义变量)    鸡蛋 = 2,    面粉 = 200,    糖 = 50,    // 第二步:加工处理(数据转换)    面糊 = 鸡蛋 + 面粉 + 糖,    蛋糕 = 面糊 * "烘烤魔法"in    // 第三步:上菜!(返回结果)    蛋糕

更接地气的例子:计算奶茶订单

假设你在奶茶店打工,要算订单总价:

let    // 1. 定义原始数据    珍珠奶茶单价 = 15,    布丁奶茶单价 = 18,    珍珠奶茶数量 = 3,    布丁奶茶数量 = 2,    // 2. 开始计算    珍珠奶茶小计 = 珍珠奶茶单价 * 珍珠奶茶数量,  // 45元    布丁奶茶小计 = 布丁奶茶单价 * 布丁奶茶数量,  // 36元    订单总价 = 珍珠奶茶小计 + 布丁奶茶小计      // 81元in    // 3. 告诉收银员结果    订单总价

你看懂了吗?

  • let 后面:列出所有需要的东西

  • in 前面:对这些东西进行加工

  • in 后面:拿出最终成品

点击完成试试看,结果为81,手动算算结果是不是就该是81呢?

🎯 真实Excel场景:从零写一个M查询

场景:统计销售奖金

假设你是销售经理,要计算团队奖金:

  • 基本奖金:销售额的5%

  • 超额奖励:超过1万的部分再加2%

在Excel中实际操作:

  1. 新建查询

    let    销售额 = 12500,  // 张三的销售额    基本奖金 = 销售额 * 0.05,    超额部分 = if 销售额 > 10000 then 销售额 - 10000 else 0,    超额奖金 = 超额部分 * 0.02,    总奖金 = 基本奖金 + 超额奖金in    总奖金

    看下结果

  2. 更实用的表格处理

    通过以上的案例我们了解了M语言的基本的结构,显示中我们的数据大多来源于表格,那我们如何通过M代码创建一个表并按上述规则计算出奖金结果呢?

    let    // 1. 创建销售表格    销售数据 = #table(        {"销售员""销售额"},        {            {"张三"12500},            {"李四"8900},            {"王五"15000}        }    ),    // 2. 添加计算列    添加基本奖金 = Table.AddColumn(销售数据, "基本奖金"each [销售额] * 0.05),    添加超额部分 = Table.AddColumn(添加基本奖金, "超额部分"        each if [销售额] > 10000 then [销售额] - 10000 else 0),    添加超额奖金 = Table.AddColumn(添加超额部分, "超额奖金"each [超额部分] * 0.02),    添加总奖金 = Table.AddColumn(添加超额奖金, "总奖金"        each [基本奖金] + [超额奖金]),    // 3. 清理中间列(可选)    最终结果 = Table.SelectColumns(添加总奖金, {"销售员""销售额""总奖金"})in    最终结果

看下结果:

通过点击右边的查询设置可以看到每一步对应的代码:

这节课我们只感受M代码的结构,下节课解释下这个代码的具体意思,不用着急,一步步学习。

🚀 为什么M语言这么友好?

对比VBA的相同功能:

VBA版本(大概需要20行):

Sub 计算奖金()    Dim 销售额 As Double    Dim 基本奖金 As Double    '...一堆声明和循环...End Sub

M语言版本(上面已经看到了,更简洁)

M语言的"懒人福利":

  1. 不用声明类型销售额 = 12500 就行,不用管是整数还是小数

  2. 一步到位:不像VBA要写完整的Sub...End Sub

  3. 所见即所得:每一步都能在预览窗口看到结果

  4. 不怕报错:写错了会有明确提示,不会让Excel崩溃

💡 新手快速上手技巧

练习1:试试这个"买菜计算器"

let    白菜单价 = 3.5,    土豆单价 = 2.8,    白菜重量 = 1.5,  // 斤    土豆重量 = 2.0,    白菜价格 = 白菜单价 * 白菜重量,    土豆价格 = 土豆单价 * 土豆重量,    总价 = 白菜价格 + 土豆价格,    抹零后 = Number.Round(总价, 0)  // 四舍五入到整数in    "总共:" & Text.From(总价) & "元,抹零后" & Text.From(抹零后) & "元"

练习2:进阶挑战 - 判断成绩等级

let    分数 = 85,    等级 = if 分数 >= 90 then "优秀"           else if 分数 >= 80 then "良好"           else if 分数 >= 60 then "及格"           else "不及格",    评语 = 分数 & "分,等级为:" & 等级in    评语

📚 下一步学习建议

  1. 先在高级编辑器里玩:修改数字,看看结果怎么变

  2. 从界面操作开始:在Power Query界面点按钮,然后看生成的M代码

  3. 记住核心公式let ... in ... 就是全部

  4. 别怕报错:M语言的错误提示比VBA友好多了!

🎉 总结一下

M语言就像做菜:

  • let = 准备食材

  • 中间步骤 = 切菜、炒菜

  • in = 装盘上菜

相比VBA这位"严肃的老管家",M语言更像是个"贴心小助手":

  • 它只专心做好一件事:处理数据

  • 语法简单到像在写购物清单

  • 在Excel的数据菜单里就能找到

现在就去Excel里试试吧! 打开"从表格",随便选个区域,点击"高级编辑器",开始你的第一个M语言之旅!

记住:学M语言不是为了成为程序员,而是为了让Excel数据清洗不再痛苦!😊

本节课练习文件下载链接:

链接:https://pan.quark.cn/s/3378a70e797b

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  1. CONNECT:[ UseTime:0.000438s ] mysql:host=127.0.0.1;port=3306;dbname=h_sjds;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000666s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000309s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000498s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000632s ]
  6. SELECT * FROM `set` [ RunTime:0.000512s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000720s ]
  8. SELECT * FROM `article` WHERE `id` = 465547 LIMIT 1 [ RunTime:0.007387s ]
  9. UPDATE `article` SET `lasttime` = 1775608205 WHERE `id` = 465547 [ RunTime:0.000736s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 65 LIMIT 1 [ RunTime:0.000285s ]
  11. SELECT * FROM `article` WHERE `id` < 465547 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000859s ]
  12. SELECT * FROM `article` WHERE `id` > 465547 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.002140s ]
  13. SELECT * FROM `article` WHERE `id` < 465547 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.006051s ]
  14. SELECT * FROM `article` WHERE `id` < 465547 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.008038s ]
  15. SELECT * FROM `article` WHERE `id` < 465547 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.006503s ]
0.147217s