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Python Pandas - Get the length of the Interval
To get the length of a Pandas Interval, use the interval.length property. The length is calculated as the difference between the right and left bounds, regardless of whether the interval is open or closed.
Creating an Interval
First, let's create a basic interval using pd.Interval() ?
import pandas as pd
# Create an interval from 5 to 20
interval = pd.Interval(5, 20, closed='neither')
print("Interval:", interval)
print("Length:", interval.length)
Interval: (5, 20) Length: 15
Interval Types and Length
The length remains the same regardless of the interval type (open, closed, left, right) ?
import pandas as pd
# Different interval types
intervals = [
pd.Interval(10, 25, closed='both'), # [10, 25]
pd.Interval(10, 25, closed='neither'), # (10, 25)
pd.Interval(10, 25, closed='left'), # [10, 25)
pd.Interval(10, 25, closed='right') # (10, 25]
]
for i, interval in enumerate(intervals):
print(f"Interval {i+1}: {interval} ? Length: {interval.length}")
Interval 1: [10, 25] ? Length: 15 Interval 2: (10, 25) ? Length: 15 Interval 3: [10, 25) ? Length: 15 Interval 4: (10, 25] ? Length: 15
Working with Decimal Values
The length property works with floating?point intervals as well ?
import pandas as pd
# Interval with decimal values
interval = pd.Interval(2.5, 7.8, closed='both')
print("Interval:", interval)
print("Left bound:", interval.left)
print("Right bound:", interval.right)
print("Length:", interval.length)
Interval: [2.5, 7.8] Left bound: 2.5 Right bound: 7.8 Length: 5.3
Key Properties
| Property | Description | Example |
|---|---|---|
length |
Right bound - Left bound | 25 - 10 = 15 |
left |
Left endpoint | 10 |
right |
Right endpoint | 25 |
Conclusion
Use the length property to get the span of any Pandas Interval. The length is always calculated as right - left, independent of whether the interval includes its endpoints.
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