Which of the Following Statements A), B) or C) Is

question 17

Multiple Choice

Which of the following statements a) , b) or c) is false?

• A) It's helpful to xe "visualize the data"visualize your data by plotting the target value against each feature-in the case of the California Housing Prices dataset, to see how the median home value relates to each feature.
• B) DataFrame method sample can randomly select a percentage of a DataFrame's data (specified keyword argument frac), as in: sample_df = california_df.sample(frac=0.1, random_state=17)
• C) The keyword argument random_state in Part (b)'s snippet enables you to seed the random number generator. Each time you use the same seed value, method sample selects a similar random subset of the DataFrame's rows.
• D) All of the above statements are true.

---

Definitions:

Retained Earnings

Retained earnings are the portion of a business's profits not distributed as dividends to shareholders but retained by the business for reinvestment.

Par Stock

The nominal or face value assigned to a share of stock, as stated in the corporate charter.

Stock Split

A corporate action in which a company divides its existing shares into multiple shares to increase the number of shares outstanding while maintaining the same total market value.

Market Value

The existing cost for buying or selling an asset or service in the open market.