Contributing input and target features
| HRI precursor levels | Precursor types | Precursor categories | Features | Feature type |
|---|---|---|---|---|
| Non-climatic | Construction project | Project end-use | Tower, tank, storage elevator; sewer/water treatment plant; refinery; other buildings; single family or duplex dwelling; multi-family dwelling; commercial building; powerline, transmission line; pipeline; powerplant; manufacturing plant; highway, road, street; bridge; other heavy construction | Categorical |
| Project cost | Under $50,000; $50,000 to $250,000; $250,000 to $500,000; $500,000 to $1M; $1M to $5M; $5M to $20M; over $20M | Categorical | ||
| Project type | New project or new addition; alteration or rehabilitation (renovation); maintenance or repair; demolition; other | Categorical | ||
| Individual | Age | Younger than 35; older than 35 | Binary | |
| NLP-extracted phrases | Activity-related | A1-A12 | Categorical | |
| Worker-related | W1-W10 | Categorical | ||
| Employer-related | E1-E8 | Categorical | ||
| Climatic | Daily temperature | Temperature anomaly | Positive temperature departure; negative temperature departure | Binary |
| Climate zone | KGCC | Af; Am; Aw; BSh; BSk; BWh; BWk; Cfa; Csa; Csb; Dfa; Dfb | Categorical | |
| Target feature | Incident result | Level of HRI | Fatal; non-fatal | Binary |
| HRI precursor levels | Precursor types | Precursor categories | Features | Feature type |
|---|---|---|---|---|
| Non-climatic | Construction project | Project end-use | Tower, tank, storage elevator; sewer/water treatment plant; refinery; other buildings; single family or duplex dwelling; multi-family dwelling; commercial building; powerline, transmission line; pipeline; powerplant; manufacturing plant; highway, road, street; bridge; other heavy construction | Categorical |
| Project cost | Under $50,000; $50,000 to $250,000; $250,000 to $500,000; $500,000 to $1M; $1M to $5M; $5M to $20M; over $20M | Categorical | ||
| Project type | New project or new addition; alteration or rehabilitation (renovation); maintenance or repair; demolition; other | Categorical | ||
| Individual | Age | Younger than 35; older than 35 | Binary | |
| NLP-extracted phrases | Activity-related | A1-A12 | Categorical | |
| Worker-related | W1-W10 | Categorical | ||
| Employer-related | E1-E8 | Categorical | ||
| Climatic | Daily temperature | Temperature anomaly | Positive temperature departure; negative temperature departure | Binary |
| Climate zone | KGCC | Af; Am; Aw; BSh; BSk; BWh; BWk; Cfa; Csa; Csb; Dfa; Dfb | Categorical | |
| Target feature | Incident result | Level of HRI | Fatal; non-fatal | Binary |
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