Python Pandas - 检查 IntervalIndex 是否有重叠间隔

要检查 IntervalIndex 是否具有重叠间隔，请使用Intervalndex.is_overlapping属性。首先，导入所需的库 -

import pandas as pd

创建间隔索引 -

interval = pd.IntervalIndex.from_tuples([(10, 20), (15, 25)])

显示间隔 -

print("IntervalIndex...\n",interval)

检查间隔是否重叠 -

print("\nIs the interval overlapping?\n",interval.is_overlapping)

示例

以下是代码 -

import pandas as pd

# 创建间隔索引
interval = pd.IntervalIndex.from_tuples([(10, 20), (15, 25)])

# 显示间隔
print("IntervalIndex...\n",interval)

# 显示间隔 length
print("\nIntervalIndex length...\n",interval.length)

# 检查间隔是否重叠
print("\nIs the interval overlapping?\n",interval.is_overlapping)

这将产生以下输出 -

IntervalIndex...
IntervalIndex([(10, 20], (15, 25]], dtype='interval[int64, right]')

IntervalIndex length...
Int64Index([10, 10], dtype='int64')

Is the interval overlapping?
True