# Notice

❗❗ Full estimates' datasets and updates will be published on: ["Work Analytics Lab's HuggingFace"](https://huggingface.co/MIT-WAL) ❗❗


# Measuring the Intensive Margin of Work: Data

This repository contains the data generated and analyzed in the paper:
**["Measuring the Intensive Margin of Work: Task Shares and Concentration"](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6174538)**

## Data Description

### Mean Estimates
We provide mean estimates for each O*NET version (from 20.1 to the current production version) for the following metrics:

* **Yearly occurrence count** for each job-task pair:
    `task_labor_input_mean_estimates/{ONET_VERSION}/ONET_{ONET_VERSION}_weight_mode_STANDARD_task_flow_mean_estimates.csv`
* **Labor input share** for each job-task pair:
    `task_labor_input_mean_estimates/{ONET_VERSION}/ONET_{ONET_VERSION}_weight_mode_STANDARD_task_labor_input_mean_estimates.csv`

### Full Estimators
We provide mean and variance for each O*NET version (from 20.1 to the current production version) for the following metrics when the data is available:

**To be released**

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## License

This work is licensed under a [Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND 4.0)](https://creativecommons.org/licenses/by-nc-nd/4.0/).