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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-india_finance_qa

This dataset contains question-and-answer pairs focused on Indian personal finance, taxation, and government welfare schemes. The content addresses practical scenarios such as capital gains tax, PM-KISAN errors, insurance claims, and UPI fraud liability. Each sample provides specific regulatory guidance, step-by-step resolution procedures, and references to relevant Indian laws or authorities.

Dataset size

There are 7,573 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is A, with a relative quality improvement of 34.3%.

Domain

  • Personal-finance (68%)
  • Legal (28%)
  • How-to (2%)

Language

  • English (98%)
  • German (2%)

Tone

  • Helpful (60%)
  • Practical (12%)
  • Urgent (10%)

Evaluation Results

  • Quality Gains:

    QualityGains
  • Grade Improvement:

    Grade
  • Percentile Chart:

    Percentile Chart
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