Data Tape

What a Data Tape Contains

A standard data tape for a consumer receivables portfolio includes the following fields for each account:

• Account identifiers. Account number, original creditor name, and borrower name and address.
• Financial details. Original balance, current outstanding balance, interest rate, and any accrued fees.
• Dates. Account origination date, last payment date, charge-off date, and date of last activity.
• Payment history. Summary of payments made, missed payments, and any prior collection activity.
• Documentation flags. Indicators for whether original agreements, account statements, and assignment documents are available.

The format varies by seller, but the information generally follows industry conventions that allow buyers to load the data into their underwriting models quickly.

How Buyers Use the Data Tape

The data tape is the foundation of the buyer's pricing analysis. Buyers segment the portfolio by key variables (balance ranges, account age, geography, documentation completeness) and apply recovery assumptions to each segment. The aggregate of these projections, discounted to present value and adjusted for collection costs, determines the bid price.

Experienced buyers also look for data quality issues: missing fields, inconsistent dates, duplicate accounts, or accounts that may fall outside the limitation period. These findings affect both pricing and the representations and warranties the buyer negotiates in the purchase and sale agreement.

Data Tape Quality and Portfolio Pricing

The quality and completeness of the data tape directly influences the price a seller can achieve. Portfolios with clean, well-structured data tapes attract more bidders and higher prices because buyers can model recovery with greater confidence. Conversely, portfolios with sparse or inconsistent data introduce uncertainty, leading buyers to discount their bids to account for the additional risk. Sellers who invest in maintaining accurate account records and standardized data formats benefit from stronger pricing outcomes.