Selecting rows by position in Pandas DataFrame
Pandas: Advanced Indexing and Slicing Exercise-9 with Solution
Selecting Rows by Position:
Write a Pandas program to select the first three rows using iloc.
Sample Solution :
Python Code :
import pandas as pd
# Create a DataFrame
df = pd.DataFrame({
'X': [1, 6, 8, 3, 7],
'Y': [5, 2, 9, 4, 1]
})
# Select first three rows using iloc
result = df.iloc[:4]
print(result)
Output:
X Y 0 1 5 1 6 2 2 8 9 3 3 4
Explanation:
- Import pandas library.
- Create a DataFrame.
- Use .iloc to select the first three rows.
- Print the results.
Python-Pandas Code Editor:
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Next: Conditional selection with .loc in Pandas DataFrame.
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