Shark Tank US Dataset (1274, 48)

Shark Tank US Dataset Description

This dataset provides comprehensive information about the American business reality television series, Shark Tank, covering seasons 1 to 14. The dataset includes 50 fields/columns and over 1260 records, capturing various details about each episode, pitch, and deal made on the show. Below is a detailed description of the columns included in the dataset:

Columns and Descriptions

• Season Number: The number of the season.
• Episode Number: The episode number within the season.
• Pitch Number: The overall pitch number.
• Original Air Date: The original or first aired date of the episode.
• Startup Name: The name of the startup company.
• Industry: The industry name or type.
• Business Description: A brief description of the business.
• Pitchers Gender: The gender of the pitchers.
• Pitchers City: The US city where the pitchers are from.
• Pitchers State: The US state or country of the pitchers, represented by a two-letter shortcut.
• Pitchers Average Age: The average age of all pitchers, categorized as <30 (young), 30-50 (middle), or >50 (old).
• Entrepreneur Names: The names of the pitchers.
• Company Website: The website of the startup or company.
• Multiple Entrepreneurs: Indicates whether there are multiple entrepreneurs (1 for yes, 0 for no).
• US Viewership: The viewership in the US, TRP rating, in millions.
• Original Ask Amount: The original ask amount in USD.
• Original Offered Equity: The original offered equity in percentages.
• Valuation Requested: The valuation requested in USD.
• Got Deal: Indicates whether the deal was secured (1 for yes, 0 for no).
• Total Deal Amount: The total deal amount in USD.
• Total Deal Equity: The total deal equity in percentages.
• Deal Valuation: The deal valuation in USD.
• Number of sharks in deal: The number of sharks involved in the deal.
• Investment Amount Per Shark: The investment amount per shark.
• Equity Per Shark: The equity received by each shark.
• Royalty Deal: Indicates whether it is a royalty deal or a deal with advisory shares.
• Loan: The loan or debt (line of credit) amount given by sharks, in USD.
• Barbara Corcoran Investment Amount: The amount invested by Barbara Corcoran.
• Barbara Corcoran Investment Equity: The equity received by Barbara Corcoran.
• Mark Cuban Investment Amount: The amount invested by Mark Cuban.
• Mark Cuban Investment Equity: The equity received by Mark Cuban.
• Lori Greiner Investment Amount: The amount invested by Lori Greiner.
• Lori Greiner Investment Equity: The equity received by Lori Greiner.
• Robert Herjavec Investment Amount: The amount invested by Robert Herjavec.
• Robert Herjavec Investment Equity: The equity received by Robert Herjavec.
• Daymond John Investment Amount: The amount invested by Daymond John.
• Daymond John Investment Equity: The equity received by Daymond John.
• Kevin O'Leary Investment Amount: The amount invested by Kevin O'Leary.
• Kevin O'Leary Investment Equity: The equity received by Kevin O'Leary.
• Guest Investment Amount: The amount invested by guest sharks.
• Guest Investment Equity: The equity received by guest sharks.
• Guest Name: The name of the guest shark.
• Barbara Corcoran Present: Indicates whether Barbara Corcoran is present in the episode.
• Mark Cuban Present: Indicates whether Mark Cuban is present in the episode.
• Lori Greiner Present: Indicates whether Lori Greiner is present in the episode.
• Robert Herjavec Present: Indicates whether Robert Herjavec is present in the episode.
• Daymond John Present: Indicates whether Daymond John is present in the episode.
• Kevin O'Leary Present: Indicates whether Kevin O'Leary is present in the episode.

This dataset provides a rich source of information for analyzing the trends, investments, and outcomes of pitches on Shark Tank.