如何剪切或截断任何整型列值- pandas

pandas.cut(x, bins, right=True, labels=None, retbins=False, precision=3, include_lowest=False, duplicates='raise', ordered=True)

import pandas as pd

# 创建一个示例DataFrame
data = {'values': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}
df = pd.DataFrame(data)

# 使用cut()函数剪切或截断整型列值
bins = [0, 5, 10]  # 定义边界值
labels = ['Low', 'High']  # 定义标签
df['category'] = pd.cut(df['values'], bins=bins, labels=labels)

# 输出结果
print(df)

   values category
0       1      Low
1       2      Low
2       3      Low
3       4      Low
4       5      Low
5       6     High
6       7     High
7       8     High
8       9     High
9      10     High