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 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:
Grade Improvement:
Percentile Chart:
