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Azfarhashmi/adaption-hr-attrition-risk-assessments-v1

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-hr_attrition_risk_assessments This dataset contains synthetic employee telemetry profiles paired with expert AI-generated attrition risk assessments and managerial intervention plans. Each sample includes detailed demographic and performance metrics, followed by a structured analysis identifying risk levels, primary drivers, and prioritized action timelines. The content is designed… See the full description on the dataset page: https://huggingface.co/datasets/Azfarhashmi/adaption-hr-attrition-risk-assessments-v1.

sourceHugging Faceupdated 2mo agoView on Hugging Face
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-hrattritionrisk_assessments

This dataset contains synthetic employee telemetry profiles paired with expert AI-generated attrition risk assessments and managerial intervention plans. Each sample includes detailed demographic and performance metrics, followed by a structured analysis identifying risk levels, primary drivers, and prioritized action timelines. The content is designed for training models on human resources analytics, specifically focusing on retention strategies and crisis management.

Dataset size

There are 1,000 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 23.8%.

Domain

  • —Hr (100%)

Language

  • —English (100%)

Tone

  • —Professional (82%)
  • —Analytical (18%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/b842ce53-a010-482c-b899-61d92466e7d1.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/036a4390-601f-4cf9-a413-e8fcbcdeabf8.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/ffbfebed-4071-4b47-92b1-b8bed1a732b4.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />