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Human Capital Transformer

Overview

milonemario/hct-tower

Human Capital Transformer

milonemario/hct-tower

Home
Data
Data
- Source data
  Source data
- Processed datasets
  Processed datasets
  - Employment data
    
    Employment data
    
    Pipeline-support datasets
    Pipeline-support datasets
    
    US employment-position records
    
    Observed firm-year employment
    
    Reusable datasets
    Reusable datasets
    
    Employment events
    
    Workers
    
    Worker-firm relationships
    
    Firms
    
    Model-specific derivatives
    Model-specific derivatives
    
    Company-description embeddings
    
    Model relationship periods
    
    Coverage variants
  - Accounting and market data
    
    Accounting and market data
    
    Pipeline-support datasets
    Pipeline-support datasets
    
    Project-raw Compustat
    
    Reusable datasets
    Reusable datasets
    
    Processed Compustat
    
    Mappings
    Mappings
    
    Revelio-Compustat
    
    Revelio-Compustat-PERMNO
  - Patent data
    
    Patent data
    
    Reusable datasets
    Reusable datasets
    
    Patent firm-year by PERMNO
  - Executive and governance data
    
    Executive and governance data
    
    Mappings and pipeline support
    Mappings and pipeline support
    
    ExecuComp-Revelio unique matches
    
    Reusable datasets
    Reusable datasets
    
    Matched executive compensation
    
    HR leadership
    
    Director compensation
- Model outputs
  Model outputs
  - Worker-firm-period scores
  - Destination ranks
- Analysis datasets
  Analysis datasets
  - Worker-firm datasets
    
    Worker-firm datasets
    
    Disaggregated regression data
    
    Worker-firm pair data
  - Firm-year datasets
    
    Firm-year datasets
    
    Company-year match quality
    
    Public-firm performance and innovation
    
    Public-firm performance and innovation
    
    Analysis-support datasets
    Analysis-support datasets
    
    Firm-year MQ statistics
    
    Patent panel
    
    Returns volatility
    
    Public-firm analysis dataset
  - Compensation and governance
    
    Compensation and governance
    
    ExecuComp regression data
    
    CHRO data with model MQ
  - Deals
    
    Deals
    
    Goodwill and target match quality
Model
Model
Analyses
Analyses
- Outputs and manuscript assembly
- Sample and model evidence
  Sample and model evidence
- Worker outcomes
  Worker outcomes
  - Wage regressions
  - Next-employer prediction
- Firm outcomes
  Firm outcomes
  - Firm performance
  - Innovation
- Leadership and compensation
  Leadership and compensation
- Deals
  Deals
  - Goodwill and target MQ
- Reference
  Reference
  - Legacy and superseded analyses
Workflows
Workflows

Model documentation¶

For runtime commands and ownership boundaries, see the model landing page.