Datasets:
| annotations_creators: [] | |
| language: | |
| - en | |
| language_creators: [] | |
| license: [] | |
| multilinguality: | |
| - monolingual | |
| pretty_name: 'Finance Market Analysis Dataset' | |
| size_categories: | |
| - 10K<n<100K | |
| source_datasets: [] | |
| tags: | |
| - adaption | |
| - instruction-tuning | |
| - market-analysis | |
| task_categories: [] | |
| task_ids: [] | |
|  | |
| This dataset is a remastered version prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform. | |
| # Finance Market Analysis Dataset | |
| This dataset contains pairs of prompts and completions for updating dated market-research notes using supplied evidence. Each entry instructs an analyst to distinguish between observed results and forecasts, avoid unsupported causal claims, and preserve counterevidence while writing concise prose. The completions demonstrate a standardized approach to synthesizing financial data with appropriate caveats regarding forward-looking statements and insufficient evidence. | |
| ### Dataset size | |
| There are 34,640 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 18.8%. | |
| ### Domain | |
| - Market-analysis (100%) | |
| ### Language | |
| - English (100%) | |
| ### Tone | |
| - Analytical (100%) | |
| ### Evaluation Results | |
| - **Quality Gains:** | |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/dd94baa3-c926-4ce3-971a-a8781c54ad5b.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/dd6ff896-f9d6-4495-83a7-e67b8ec1e65b.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/4d88746a-05e8-4a51-8f87-7af8d3992a8e.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> | |