| license: cc-by-nc-sa-4.0 | |
| task_categories: | |
| - question-answering | |
| - text-generation | |
| language: | |
| - en | |
| pretty_name: CCA Numerical Reasoning | |
| size_categories: | |
| - 1K<n<10K | |
| tags: | |
| - numerical-reasoning | |
| - finance | |
| - credit-cards | |
| - program-of-thought | |
| - arithmetic | |
| - financial-literacy | |
| # CCA Numerical Reasoning | |
| CCA Numerical Reasoning is an 800-question dataset of credit-card-agreement questions designed to evaluate numerical reasoning over consumer finance terms. Each example contains a natural-language question, a ground-truth answer, output units, input-unit metadata, executable-style reasoning steps, a program trace, question tense metadata, financial-term tags, and the source credit card agreement identifier. | |
| The dataset contains **800** numerical reasoning questions derived from **27** credit card agreements. | |
| ## Dataset Files | |
| - `creditqa.json`: 800 numerical reasoning questions. | |
| ## Dataset Structure | |
| Each row in `creditqa.json` has the following fields: | |
| ```json | |
| { | |
| "question": "Natural-language question", | |
| "ground_truth": "Expected answer", | |
| "output_units": "$ | % | binary | month | day | year | week | transaction | hour | categorical", | |
| "input_units": { | |
| "from_doc": { | |
| "%": 0, | |
| "month": 0, | |
| "day": 0, | |
| "year": 0, | |
| "$": 0, | |
| "binary": 0, | |
| "categorical": 0 | |
| }, | |
| "from_user": { | |
| "%": 0, | |
| "month": 0, | |
| "day": 0, | |
| "year": 0, | |
| "$": 0, | |
| "binary": 0, | |
| "categorical": 0 | |
| }, | |
| "total": { | |
| "%": 0, | |
| "month": 0, | |
| "day": 0, | |
| "year": 0, | |
| "$": 0, | |
| "binary": 0, | |
| "categorical": 0 | |
| } | |
| }, | |
| "steps": [ | |
| { | |
| "operator": "multiply", | |
| "arg_1": "1000", | |
| "arg_2": "0.02", | |
| "resp": 20 | |
| } | |
| ], | |
| "program": [ | |
| "multiply(1000, 0.02)" | |
| ], | |
| "question_tense": "FIRST | THIRD", | |
| "financial_terms": [ | |
| "PURCHASE APR", | |
| "INTEREST ACCRUAL" | |
| ], | |
| "credit_card": "source_agreement_filename.md" | |
| } | |
| ``` | |