Upload README.md with huggingface_hub

README.md

@@ -0,0 +1,101 @@
+---
+annotations_creators: []
+language:
+  - en
+language_creators: []
+license: []
+multilinguality:
+- monolingual
+pretty_name: 'adaption-market-analysis-2'
+size_categories:
+- 10K<n<100K
+source_datasets:
+- 'original'
+tags:
+  - adaption
+  - instruction-tuning
+  - market-analysis
+  - equity-research
+  - vietnam
+task_categories: []
+task_ids: []
+---
+
+This dataset is a remastered version prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform.
+
+# adaption-market-analysis-2
+
+This dataset contains prompt/completion pairs for updating dated market-research notes using only supplied evidence. Each entry includes specific financial data points, such as historical actuals or analyst forecasts, and a corresponding response that strictly separates observed results from forward-looking claims. The completions emphasize causal limitations, preserve counterevidence, and avoid providing executable trade instructions or personalized advice.
+
+### Dataset size
+
+There are 15,253 data points in this dataset. This is an instruction tuning dataset.
+
+### Adaptive Data recipe
+
+Prompt and completion both rewritten, with an explicit `response_constraints` field stating what each response must satisfy.
+
+### Asset family
+
+- company_and_industry (71.9%)
+- funds_and_etfs (12.3%)
+- macro_synthesis (7.6%)
+- real_estate (4.2%)
+- fixed_income_cash (4.0%)
+
+### Task family
+
+- invalidated_or_insufficient_evidence (35.3%)
+- market_state_interpretation (31.6%)
+- actual_vs_forward_looking (16.9%)
+- market_driver_transmission (14.0%)
+- comparative_market_analysis (1.7%)
+- fund_and_benchmark_analysis (0.3%)
+- macro_market_transmission (0.3%)
+- real_estate_market_analysis (0.1%)
+
+### Evidence relationship
+
+- scenario (30.8%)
+- causal (29.2%)
+- valuation (25.1%)
+- comparative (7.6%)
+- countervailing (5.6%)
+- temporal_update (0.8%)
+- hierarchical (0.7%)
+- expectation_gap (0.1%)
+
+### Language
+
+- English (100%)
+
+### Coverage
+
+- As-of dates: 2010-12-31 to 2026-12-31
+- Leakage groups: 1,754
+- Rows carrying an automated review flag: 2,991 (19.6%)
+
+### Schema
+
+| Field | Description |
+|---|---|
+| `prompt` | Source instruction with system framing, as-of date, and evidence block |
+| `completion` | Source analyst-style response |
+| `enhanced_prompt` | Adaptive Data rewrite of the prompt |
+| `enhanced_completion` | Adaptive Data rewrite of the completion |
+| `evidence` | Evidence spans supplied to the model |
+| `original_context` | Source passage the row was derived from |
+| `question` | The analytical ask, derived from the response's own content |
+| `reasoning` | Reasoning trace for the expected answer |
+| `as_of_date` | Report date the note is anchored to |
+| `asset_family` | Asset class of the subject |
+| `task_family` | Analytical task type |
+| `relationship_type` | Evidence-to-conclusion relationship |
+| `leakage_group` | Grouping key so related rows stay on one side of a split |
+| `relaxed_quality_flags` | Automated review flags |
+| `record_id` | Stable row identifier |
+| `response_constraints` | Explicit constraints the response must satisfy |
+
+### Related datasets
+
+One of three Adaptive Data generations combined into [huyxdang/adaption-market-analysis-final](https://huggingface.co/datasets/huyxdang/adaption-market-analysis-final).