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  # Measuring the Intensive Margin of Work: Task-Level Labor Input Data
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  This dataset provides **task-level measures of labor input within occupations**, constructed from O*NET task frequency data.
 
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+ ---
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+ language:
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+ - en
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+ license: cc-by-nc-nd-4.0
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+ size_categories:
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+ - 10K<n<100K
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+ tags:
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+ - labor-economics
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+ - labor-market
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+ - artificial-intelligence
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+ - future-of-work
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+ - onet
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+ - occupation-task-share
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+ - economics
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+ - workforce-analytics
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+ - automation
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+ - employment
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+ pretty_name: Task-Level Labor Input Data (O*NET-based Intensive Margin Measures)
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+ dataset_info:
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+ features:
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+ - name: onetsoc_code
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+ dtype: string
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+ description: O*NET occupation code
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+ - name: task_id
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+ dtype: int
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+ description: O*NET task identifier
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+ - name: mean
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+ dtype: float32
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+ description: Estimated task flow (μ) or task share (π)
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+ - name: variance
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+ dtype: float32
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+ description: Estimated variance (available for full estimates only)
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+ splits:
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+ - name: train
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+ num_bytes: null
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+ num_examples: null
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+ download_size: null
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+ dataset_size: null
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+ configs:
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+ - config_name: mean_estimates
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+ data_files:
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+ - split: train
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+ path: task_labor_input_mean_estimates/**.csv
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+ - config_name: full_estimates
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+ data_files:
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+ - split: train
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+ path: task_labor_input_full_estimates/**.csv
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+ ---
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+
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+
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  # Measuring the Intensive Margin of Work: Task-Level Labor Input Data
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  This dataset provides **task-level measures of labor input within occupations**, constructed from O*NET task frequency data.