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Which of the following statements is true about Series in pandas?

Question

Which of the following statements is true about Series in pandas?

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Solution

To determine which of the following statements is true about Series in pandas, we need to evaluate each statement individually. Here are the statements:

  1. A Series is a one-dimensional labeled array capable of holding any data type.
  2. A Series can be created from a Python list, dictionary, or NumPy array.
  3. The index of a Series can be customized to be any sequence of values.
  4. Arithmetic operations can be performed on Series, aligning the data based on the index labels.
  5. Missing values in a Series are represented as NaN (Not a Number).
  6. A Series can only contain numerical data.

Let's evaluate each statement:

  1. This statement is true. A Series in pandas is a one-dimensional labeled array that can hold any data type.

  2. This statement is true. A Series can be created from a Python list, dictionary, or NumPy array.

  3. This statement is true. The index of a Series can be customized to be any sequence of values.

  4. This statement is true. Arithmetic operations can be performed on Series, aligning the data based on the index labels.

  5. This statement is true. Missing values in a Series are represented as NaN (Not a Number).

  6. This statement is false. A Series in pandas can hold any data type, not just numerical data.

In conclusion, statements 1, 2, 3, 4, and 5 are true about Series in pandas, while statement 6 is false.

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