Question:
Dataframe.quantile() is used to get the quartiles. The second quantile is known as ..............
Dataframe.quantile() is used to get the quartiles. The second quantile is known as ..............
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Always remember: Q2 = 50th percentile = Median.
Updated On: Jan 16, 2026
- mode
- mean
- standard deviation
- median
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The Correct Option is D
Solution and Explanation
Step 1: Understanding quantiles
Quantiles divide the dataset into equal parts. The second quantile (Q2) corresponds to the 50th percentile.
Step 2: Identifying Q2
The 50th percentile is also known as the median, because it represents the middle value of ordered data.
Step 3: Eliminating incorrect options
- Mode is the most frequent value, not the second quantile.
- Mean is the arithmetic average, not the median.
- Standard deviation measures dispersion, not a quantile.
\[ \boxed{\text{Therefore, the second quantile = Median.}} \]
Quantiles divide the dataset into equal parts. The second quantile (Q2) corresponds to the 50th percentile.
Step 2: Identifying Q2
The 50th percentile is also known as the median, because it represents the middle value of ordered data.
Step 3: Eliminating incorrect options
- Mode is the most frequent value, not the second quantile.
- Mean is the arithmetic average, not the median.
- Standard deviation measures dispersion, not a quantile.
\[ \boxed{\text{Therefore, the second quantile = Median.}} \]
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