Datasets:
metadata
license: cc0-1.0
task_categories:
- tabular-classification
size_categories:
- 1K<n<10K
Civil Engineering Longevity
Infrastructure durability data for civil engineering.
Usage
from datasets import load_dataset
dataset = load_dataset("infra-durability-proj/civil-engineering-longevity")
df = dataset["train"].to_pandas()
Or use the provided loader:
from loader import load_data
df = load_data()
Schema
Metrics
| Column | Type | Description |
|---|---|---|
| redundancy_factor | float | Normalized metric |
| load_distribution | float | Normalized metric |
| maintenance_margin | float | Normalized metric |
| failure_resistance | float | Normalized metric |
Categorical Variables
| Column | Type | Description |
|---|---|---|
| infrastructure_type | string | Categorical variable |
| age_category | string | Categorical variable |
Statistics
- Rows: 1000
- Columns: 6
License
CC0 1.0 Universal (Public Domain)
Note: Steel remembers the stress it was never given time to release.