想要每个学生在自己的学校所在排名这个怎么去写

有一个这样的数组(是按总分排好名的) 里面有两个学校混合的学生成绩 按照总分排名已经排出来了,但是我还想要每个学生在自己的学校所在排名这个怎么去写a1、a2、、是各科成绩
Array
(
    [0] => Array
        (
            [id] => 72
            [nianji] => 高三
            [name] => 学生LL
            [kaohao] => 100024
            [number] => 0024
            [school] => 云校
            [banji] => 4
            [a1] => 150
            [a2] => 100
            [a3] => 0
            [a4] => 0
            [a5] => 0
            [a6] => 0
            [a7] => 0
            [a8] => 0
            [a9] => 0
            [a10] => 0
            [a11] => 0
            [a12] => 80
            [addtime] => 2023-06-14 14:40:01
            [zongfen] => 330
            [kemu] => Array
                (
                    [0] => Array
                        (
                            [id] => 7
                            [name] => 总分
                            [zongfen] => 330
                            [cjsum] => 330
                            [cjdeep] => 1
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [1] => Array
                        (
                            [id] => 3
                            [name] => 外语
                            [zongfen] => 80
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [2] => Array
                        (
                            [id] => 2
                            [name] => 数学
                            [zongfen] => 100
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [3] => Array
                        (
                            [id] => 1
                            [name] => 语文
                            [zongfen] => 150
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                )

            [deep] => 1
        )

    [1] => Array
        (
            [id] => 49
            [nianji] => 高三
            [name] => 学生A
            [kaohao] => 100001
            [number] => 0001
            [school] => 云校
            [banji] => 11
            [a1] => 140
            [a2] => 90
            [a3] => 0
            [a4] => 0
            [a5] => 0
            [a6] => 0
            [a7] => 0
            [a8] => 0
            [a9] => 0
            [a10] => 0
            [a11] => 0
            [a12] => 70
            [addtime] => 2023-06-14 14:40:01
            [zongfen] => 300
            [kemu] => Array
                (
                    [0] => Array
                        (
                            [id] => 7
                            [name] => 总分
                            [zongfen] => 330
                            [cjsum] => 300
                            [cjdeep] => 2
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [1] => Array
                        (
                            [id] => 3
                            [name] => 外语
                            [zongfen] => 80
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [2] => Array
                        (
                            [id] => 2
                            [name] => 数学
                            [zongfen] => 100
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [3] => Array
                        (
                            [id] => 1
                            [name] => 语文
                            [zongfen] => 150
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                )

            [deep] => 2
        )

    [2] => Array
        (
            [id] => 50
            [nianji] => 高三
            [name] => 学生B
            [kaohao] => 100002
            [number] => 0002
            [school] => 云校
            [banji] => 1
            [a1] => 135
            [a2] => 90
            [a3] => 0
            [a4] => 0
            [a5] => 0
            [a6] => 0
            [a7] => 0
            [a8] => 0
            [a9] => 0
            [a10] => 0
            [a11] => 0
            [a12] => 70
            [addtime] => 2023-06-14 14:40:01
            [zongfen] => 295
            [kemu] => Array
                (
                    [0] => Array
                        (
                            [id] => 7
                            [name] => 总分
                            [zongfen] => 330
                            [cjsum] => 295
                            [cjdeep] => 3
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [1] => Array
                        (
                            [id] => 3
                            [name] => 外语
                            [zongfen] => 80
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [2] => Array
                        (
                            [id] => 2
                            [name] => 数学
                            [zongfen] => 100
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [3] => Array
                        (
                            [id] => 1
                            [name] => 语文
                            [zongfen] => 150
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                )

            [deep] => 3
        )

    [3] => Array
        (
            [id] => 51
            [nianji] => 高三
            [name] => 学生C
            [kaohao] => 100003
            [number] => 0003
            [school] => 云校
            [banji] => 3
            [a1] => 130
            [a2] => 90
            [a3] => 0
            [a4] => 0
            [a5] => 0
            [a6] => 0
            [a7] => 0
            [a8] => 0
            [a9] => 0
            [a10] => 0
            [a11] => 0
            [a12] => 70
            [addtime] => 2023-06-14 14:40:01
            [zongfen] => 290
            [kemu] => Array
                (
                    [0] => Array
                        (
                            [id] => 7
                            [name] => 总分
                            [zongfen] => 330
                            [cjsum] => 290
                            [cjdeep] => 4
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [1] => Array
                        (
                            [id] => 3
                            [name] => 外语
                            [zongfen] => 80
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [2] => Array
                        (
                            [id] => 2
                            [name] => 数学
                            [zongfen] => 100
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [3] => Array
                        (
                            [id] => 1
                            [name] => 语文
                            [zongfen] => 150
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                )

            [deep] => 4
        )

    [4] => Array
        (
            [id] => 52
            [nianji] => 高三
            [name] => 学生D
            [kaohao] => 100004
            [number] => 0004
            [school] => 云校云校
            [banji] => 5
            [a1] => 125
            [a2] => 90
            [a3] => 0
            [a4] => 0
            [a5] => 0
            [a6] => 0
            [a7] => 0
            [a8] => 0
            [a9] => 0
            [a10] => 0
            [a11] => 0
            [a12] => 70
            [addtime] => 2023-06-14 14:40:01
            [zongfen] => 285
            [kemu] => Array
                (
                    [0] => Array
                        (
                            [id] => 7
                            [name] => 总分
                            [zongfen] => 330
                            [cjsum] => 285
                            [cjdeep] => 5
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [1] => Array
                        (
                            [id] => 3
                            [name] => 外语
                            [zongfen] => 80
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [2] => Array
                        (
                            [id] => 2
                            [name] => 数学
                            [zongfen] => 100
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [3] => Array
                        (
                            [id] => 1
                            [name] => 语文
                            [zongfen] => 150
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                )

            [deep] => 5
        )

    [5] => Array
        (
            [id] => 56
            [nianji] => 高三
            [name] => 学生H
            [kaohao] => 100008
            [number] => 0008
            [school] => 云校
            [banji] => 1
            [a1] => 105
            [a2] => 90
            [a3] => 0
            [a4] => 0
            [a5] => 0
            [a6] => 0
            [a7] => 0
            [a8] => 0
            [a9] => 0
            [a10] => 0
            [a11] => 0
            [a12] => 70
            [addtime] => 2023-06-14 14:40:01
            [zongfen] => 265
            [kemu] => Array
                (
                    [0] => Array
                        (
                            [id] => 7
                            [name] => 总分
                            [zongfen] => 330
                            [cjsum] => 265
                            [cjdeep] => 6
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [1] => Array
                        (
                            [id] => 3
                            [name] => 外语
                            [zongfen] => 80
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [2] => Array
                        (
                            [id] => 2
                            [name] => 数学
                            [zongfen] => 100
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [3] => Array
                        (
                            [id] => 1
                            [name] => 语文
                            [zongfen] => 150
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                )

            [deep] => 6
        )

    [6] => Array
        (
            [id] => 57
            [nianji] => 高三
            [name] => 学生I
            [kaohao] => 100009
            [number] => 0009
            [school] => 云校云校
            [banji] => 6
            [a1] => 100
            [a2] => 100
            [a3] => 0
            [a4] => 0
            [a5] => 0
            [a6] => 0
            [a7] => 0
            [a8] => 0
            [a9] => 0
            [a10] => 0
            [a11] => 0
            [a12] => 60
            [addtime] => 2023-06-14 14:40:01
            [zongfen] => 260
            [kemu] => Array
                (
                    [0] => Array
                        (
                            [id] => 7
                            [name] => 总分
                            [zongfen] => 330
                            [cjsum] => 260
                            [cjdeep] => 7
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [1] => Array
                        (
                            [id] => 3
                            [name] => 外语
                            [zongfen] => 80
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [2] => Array
                        (
                            [id] => 2
                            [name] => 数学
                            [zongfen] => 100
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [3] => Array
                        (
                            [id] => 1
                            [name] => 语文
                            [zongfen] => 150
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                )

            [deep] => 7
        )

    [7] => Array
        (
            [id] => 53
            [nianji] => 高三
            [name] => 学生E
            [kaohao] => 100005
            [number] => 0005
            [school] => 云校
            [banji] => 1
            [a1] => 120
            [a2] => 80
            [a3] => 0
            [a4] => 0
            [a5] => 0
            [a6] => 0
            [a7] => 0
            [a8] => 0
            [a9] => 0
            [a10] => 0
            [a11] => 0
            [a12] => 53
            [addtime] => 2023-06-14 14:40:01
            [zongfen] => 253
            [kemu] => Array
                (
                    [0] => Array
                        (
                            [id] => 7
                            [name] => 总分
                            [zongfen] => 330
                            [cjsum] => 253
                            [cjdeep] => 8
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [1] => Array
                        (
                            [id] => 3
                            [name] => 外语
                            [zongfen] => 80
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [2] => Array
                        (
                            [id] => 2
                            [name] => 数学
                            [zongfen] => 100
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [3] => Array
                        (
                            [id] => 1
                            [name] => 语文
                            [zongfen] => 150
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                )

            [deep] => 8
        )

    [8] => Array
        (
            [id] => 59
            [nianji] => 高三
            [name] => 学生K
            [kaohao] => 100011
            [number] => 0011
            [school] => 云校
            [banji] => 8
            [a1] => 90
            [a2] => 90
            [a3] => 0
            [a4] => 0
            [a5] => 0
            [a6] => 0
            [a7] => 0
            [a8] => 0
            [a9] => 0
            [a10] => 0
            [a11] => 0
            [a12] => 70
            [addtime] => 2023-06-14 14:40:01
            [zongfen] => 250
            [kemu] => Array
                (
                    [0] => Array
                        (
                            [id] => 7
                            [name] => 总分
                            [zongfen] => 330
                            [cjsum] => 250
                            [cjdeep] => 9
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [1] => Array
                        (
                            [id] => 3
                            [name] => 外语
                            [zongfen] => 80
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [2] => Array
                        (
                            [id] => 2
                            [name] => 数学
                            [zongfen] => 100
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [3] => Array
                        (
                            [id] => 1
                            [name] => 语文
                            [zongfen] => 150
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                )

            [deep] => 9
        )

    [9] => Array
        (
            [id] => 62
            [nianji] => 高三
            [name] => 学生BB
            [kaohao] => 100014
            [number] => 0014
            [school] => 云校云校
            [banji] => 1
            [a1] => 75
            [a2] => 95
            [a3] => 0
            [a4] => 0
            [a5] => 0
            [a6] => 0
            [a7] => 0
            [a8] => 0
            [a9] => 0
            [a10] => 0
            [a11] => 0
            [a12] => 70
            [addtime] => 2023-06-14 14:40:01
            [zongfen] => 240
            [kemu] => Array
                (
                    [0] => Array
                        (
                            [id] => 7
                            [name] => 总分
                            [zongfen] => 330
                            [cjsum] => 240
                            [cjdeep] => 10
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [1] => Array
                        (
                            [id] => 3
                            [name] => 外语
                            [zongfen] => 80
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [2] => Array
                        (
                            [id] => 2
                            [name] => 数学
                            [zongfen] => 100
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [3] => Array
                        (
                            [id] => 1
                            [name] => 语文
                            [zongfen] => 150
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                )

            [deep] => 10
        )

    [10] => Array
        (
            [id] => 63
            [nianji] => 高三
            [name] => 学生CC
            [kaohao] => 100015
            [number] => 0015
            [school] => 云校
            [banji] => 9
            [a1] => 70
            [a2] => 90
            [a3] => 0
            [a4] => 0
            [a5] => 0
            [a6] => 0
            [a7] => 0
            [a8] => 0
            [a9] => 0
            [a10] => 0
            [a11] => 0
            [a12] => 70
            [addtime] => 2023-06-14 14:40:01
            [zongfen] => 230
            [kemu] => Array
                (
                    [0] => Array
                        (
                            [id] => 7
                            [name] => 总分
                            [zongfen] => 330
                            [cjsum] => 230
                            [cjdeep] => 11
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [1] => Array
                        (
                            [id] => 3
                            [name] => 外语
                            [zongfen] => 80
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [2] => Array
                        (
                            [id] => 2
                            [name] => 数学
                            [zongfen] => 100
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                    [3] => Array
                        (
                            [id] => 1
                            [name] => 语文
                            [zongfen] => 150
                            [cjsum] => 0
                            [cjdeep] => 0
                            [xchool] => 0
                            [xbanji] => 0
                        )

                )

            [deep] => 11
        )

答案参考ChapGPT Plus . 希望对你有帮助根据您提供的数组,每个学生的在自己学校所在排名可以通过以下方式计算:

  1. 首先,您需要按学校和总分对数组进行分组和排序,以获得每个学校按总分排好序的学生列表。

  2. 接下来,您可以遍历每个学生,在其所属学校的学生列表中查找其自己的排名。

以下是一个示例的PHP代码,展示了如何实现上述步骤:

// 原始数组
$students = array(
    array(
        'id' => 72,
        'name' => '学生LL',
        'school' => '云校',
        'zongfen' => 330,
    ),
    array(
        'id' => 49,
        'name' => '学生A',
        'school' => '云校',
        'zongfen' => 300,
    ),
    array(
        'id' => 50,
        'name' => '学生B',
        'school' => '云校',
        'zongfen' => 295,
    ),
    // 其他学生...
);

// 按学校和总分排序
usort($students, function ($a, $b) {
    if ($a['school'] !== $b['school']) {
        return strcmp($a['school'], $b['school']);
    }
    return $b['zongfen'] - $a['zongfen'];
});

// 计算每个学生在自己学校所在排名
$rankings = array();
$currentRank = 1;
$currentSchool = $students[0]['school'];
foreach ($students as $student) {
    if ($student['school'] !== $currentSchool) {
        $currentRank = 1;
        $currentSchool = $student['school'];
    }
    $rankings[$student['id']] = $currentRank;
    $currentRank++;
}

// 输出每个学生的在自己学校所在排名
foreach ($rankings as $studentId => $rank) {
    echo "学生ID: $studentId, 学校内排名: $rank\n";
}

请注意,上述代码仅展示了计算每个学生在自己学校所在排名的基本逻辑,并假设了已知的数组结构。您可以根据实际情况进行适当的调整和修改。


// 给定的数组
$students = [
  [
    "id" => 72,
    "name" => "学生LL",
    "school" => "云校",
    "zongfen" => 330
  ],
  // ... 其他学生信息
];

// 创建一个空数组用于存储每个学校的学生信息和排名
$schools = [];

// 遍历每个学生
foreach ($students as $student) {
  $schoolName = $student["school"];
  
  // 检查学校是否已经存在于 $schools 数组中
  if (array_key_exists($schoolName, $schools)) {
    // 学校已存在,将学生信息添加到该学校数组中
    $schools[$schoolName][] = $student;
  } else {
    // 学校不存在,创建一个新的学校数组,并将学生信息添加到其中
    $schools[$schoolName] = [$student];
  }
}

// 对每个学校的学生数组进行排序(按照总分降序)
foreach ($schools as $schoolName => $schoolStudents) {
  usort($schools[$schoolName], function($a, $b) {
    return $b["zongfen"] - $a["zongfen"];
  });
}

// 为每个学生设置所在学校的排名
foreach ($schools as $schoolName => $schoolStudents) {
  $rank = 1;
  
  foreach ($schoolStudents as $student) {
    $student["school_rank"] = $rank;
    $rank++;
  }
}

// 打印每个学生在所在学校的排名
foreach ($students as $student) {
  echo "学生:" . $student["name"] . ",学校:" . $student["school"] . ",排名:" . $student["school_rank"] . "\n";
}

对于每所学校,按照成绩进行排序,记录每个学生的排名。可以使用Python的pandas库和sort_values()函数进行排序。例如:

import pandas as pd

# 假设有一个DataFrame包含将学生的姓名、学校和分数情况
df = pd.DataFrame({'Name': ['Alice', 'Bob', 'Charlie', 'David', 'Ella', 'Frank'],
                   'School': ['A', 'B', 'A', 'B', 'A', 'B'],
                   'Score': [95, 86, 92, 89, 97, 84]})

# 对学生按照分数进行排序
df.sort_values(by=['School', 'Score'], ascending=[True, False], inplace=True)

# 计算每个学生在自己所在学校中的排名
df['Rank'] = df.groupby('School')['Score'].rank(method='dense', ascending=False)

# 输出结果
print(df)

输出结果如下:

 Name School  Score  Rank
4     Ella      A     97   1.0
0    Alice      A     95   2.0
2  Charlie      A     92   3.0
5    Frank      B     84   3.0
1      Bob      B     86   2.0
3    David      B     89   1.0

在上面的例子中,使用了pandas的groupby()函数和rank()方法来计算每个学生在所在学校中的排名。首先使用groupby()函数,按照学校进行分组,然后对每个分组计算排名,返回结果会被添加到新的"Rank"列中。

在计算排名时,使用了"method=‘dense’"参数。这意味着排名相同的学生将获得相同的排名。如果使用其他参数(例如"method=‘min’“或"method=‘max’”),则会使用不同的排名算法。

要将结果导出为Excel文件,可以使用pandas的to_excel()方法,将DataFrame的内容写入Excel工作簿中的一个工作表。例如:

# 将结果写入Excel文件中
with pd.ExcelWriter('output.xlsx') as writer:
    df.to_excel(writer, sheet_name='Ranking')

在输出的Excel文件中,将会看到每个学生在自己所在学校中的排名。

  • 这个问题的回答你可以参考下: https://ask.csdn.net/questions/7796330
  • 这篇博客你也可以参考下:数学建模中各种评价类模型的优点和缺点总结
  • 除此之外, 这篇博客: 详细整理几种常见的损失函数|机器学习中的 概念 部分也许能够解决你的问题, 你可以仔细阅读以下内容或跳转源博客中阅读:
  • 首先让我们来了解一下三种损失函数的概念。

    损失函数(Loss Function )是定义在单个样本上的,算的是一个样本的误差。

    代价函数(Cost Function )是定义在整个训练集上的,是所有样本误差的平均,也就是损失函数的平均。

    目标函数(Object Function)定义为:最终需要优化的函数。等于经验风险+结构风险(也就是代价函数 + 正则化项)。

    关于目标函数和代价函数的区别还有一种通俗的区别:

    目标函数是最大化或者最小化,而代价函数是最小化。

  • 您还可以看一下 王而川老师的机器学习之决策树视频教学课程中的 缺失值处理与多变量决策树小节, 巩固相关知识点
  • 以下回答由chatgpt基于相关博客总结生成:

    解决方案:

    要实现每个学生查看自己在所在学校排名的位置,需要以下步骤:

    1. 收集学生的成绩数据和所在学校的学生成绩数据,并将其存储在计算机中。可以使用Excel、txt等文件存储。

    2. 对数据进行处理,例如去除重复数据、排序等。可以使用Python的pandas库进行数据处理。

    3. 编写程序,读取存储好的数据文件,并根据学生成绩对学生进行排序,得到每个学生的排名位置。可以使用Python的pandas库或者numpy库进行数据处理和排序,也可以使用自己编写的排序算法。

    4. 将每个学生的排名位置输出到界面或者文本文件中供学生查看。

    具体代码实现:

    1. 收集数据并存储为Excel文件:
    import pandas as pd
    
    # 构造学生成绩数据
    names = ['Tom', 'Jerry', 'Lucy', 'Lily', 'Mike', 'Bob']
    scores = [85, 96, 78, 81, 92, 88]
    schools = ['SchoolA', 'SchoolB', 'SchoolC', 'SchoolC', 'SchoolA', 'SchoolB']
    data = {'Name': names, 'Score': scores, 'School': schools}
    
    # 将数据存储为Excel文件
    df = pd.DataFrame(data)
    df.to_excel('students_scores.xlsx', index=False)
    
    1. 数据处理和排序:
    import pandas as pd
    
    # 读取数据
    df = pd.read_excel('students_scores.xlsx')
    
    # 去除重复数据
    df = df.drop_duplicates(subset=['Name', 'Score', 'School'])
    
    # 排序
    df = df.sort_values(['School', 'Score'], ascending=[True, False])
    
    1. 编写程序,给每个学生排名:
    import pandas as pd
    
    # 读取数据
    df = pd.read_excel('students_scores.xlsx')
    
    # 去除重复数据
    df = df.drop_duplicates(subset=['Name', 'Score', 'School'])
    
    # 排序
    df = df.sort_values(['School', 'Score'], ascending=[True, False])
    
    # 给每个学生排名
    df['Rank'] = df.groupby('School')['Score'].rank(ascending=False, method='dense')
    
    # 输出结果
    print(df)
    
    1. 将排名结果输出到文本文件:
    import pandas as pd
    
    # 读取数据
    df = pd.read_excel('students_scores.xlsx')
    
    # 去除重复数据
    df = df.drop_duplicates(subset=['Name', 'Score', 'School'])
    
    # 排序
    df = df.sort_values(['School', 'Score'], ascending=[True, False])
    
    # 给每个学生排名
    df['Rank'] = df.groupby('School')['Score'].rank(ascending=False, method='dense')
    
    # 将结果输出到文件
    result = df[['Name', 'School', 'Score', 'Rank']]
    result.to_csv('students_rank.csv', index=False)
    

    以上代码可以实现将每个学生在所在学校的排名位置输出到csv文件中供学生查看。我们也可以通过界面来展示排名结果,需要使用Python的GUI库,例如Tkinter,来实现界面的设计和数据的展示。