24 lines
718 B
Python
24 lines
718 B
Python
import pandas as pd
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import sys
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# 读取Excel文件
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file_path = r'e:\project\python\工具\智慧校园\本部\消费数据\2024学生.xlsx'
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df = pd.read_excel(file_path)
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print("数据形状:", df.shape)
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print("\n列名:")
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for i, col in enumerate(df.columns):
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print(f"{i+1}. {col}")
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print("\n前5行数据:")
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print(df.head().to_string())
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# 检查年级和班级相关字段
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print("\n查找年级/班级相关字段...")
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for col in df.columns:
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if any(keyword in str(col) for keyword in ['年级', '班级', 'grade', 'class', 'Grade', 'Class']):
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print(f"找到字段: {col}")
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print(f"唯一值: {df[col].unique()[:10]}") # 只显示前10个唯一值
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print("\n数据类型:")
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print(df.dtypes) |