CBSE Compartment 2025, Set 4

Question

**Assertion (A):** Pandas is a high level data manipulation tool used for analyzing data.

**Reason (R):** It is very easy to import and export data using the Pandas library which has a very rich set of functions. A). Both Assertion (A) are true and Reason (R) is the correct explanation for Assertion (A). B). Both Assertion (A) are true and Reason (R) is not the correct explanation for Assertion (A). C). Assertion (A) is true, but Reason (R) is false. D). Assertion (A) is false, but Reason (R) is true.

Edvaya · Accepted Answer

The correct answer is Both Assertion (A) are true and Reason (R) is not the correct explanation for Assertion (A).. **Assertion (A) is True:** Pandas is indeed a powerful, high-level Python library specifically designed for robust data manipulation and analysis. **Reason (R) is True:** Pandas provides excellent functions (like `read_csv`, `to_excel`, etc.) to easily import and export large datasets. However, **Reason (R) is NOT the correct explanation for Assertion (A)**. Pandas is considered a data manipulation tool primarily because of its data structures (Series, DataFrames) and operational functions (groupby, merging, handling missing data), not just because it can import/export data.

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Informatics Practices > Data Handling And Visualization > Data Handling Using Pandas

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