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Gamestatue/adaption-personal-finance-qa

This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform. adaption-personal_finance_qa This dataset comprises question-answer pairs addressing diverse personal finance topics such as investing, debt management, and charitable giving. Each entry features a user prompt followed by a detailed, conversational response offering practical financial guidance and analysis. The content is derived from community discussions, providing… See the full description on the dataset page: https://huggingface.co/datasets/Gamestatue/adaption-personal-finance-qa.

sourceHugging Faceupdated 1mo agoView on Hugging Face
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This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.

adaption-personalfinanceqa

This dataset comprises question-answer pairs addressing diverse personal finance topics such as investing, debt management, and charitable giving. Each entry features a user prompt followed by a detailed, conversational response offering practical financial guidance and analysis. The content is derived from community discussions, providing real-world insights into budgeting, market strategies, and economic concepts.

Dataset size

There are 36,087 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 82.0%.

Domain

  • —Personal-finance (58%)
  • —Market-analysis (26%)
  • —Corporate-business (8%)

Language

  • —English (100%)

Tone

  • —Analytical (36%)
  • —Explanatory (18%)
  • —Balanced (14%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/57ad96cf-1293-4924-a22f-74e836e0aff0.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Grade Improvement: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/56c8d409-4deb-4ab9-8d75-79a72d624805.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Percentile Chart: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/04d2974c-a88f-42fa-96c2-6f2b4354b543.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />