metadata
license: apache-2.0
task_categories:
- text-classification
language:
- en
tags:
- house
- cost
- space
pretty_name: House Cost by Space
size_categories:
- 100K<n<1M
🏠 House Cost by Space
This dataset and accompanying Python script simulate housing rental costs as a function of square footage.
The generated Excel file contains 100,000 rows with three columns:
- No. → Row index (1 to 100,000)
- House Sq. Feet → Randomly generated value between 100 and 100,000 sq ft
- House Rent ($) → Estimated rental cost in USD
📊 Data Generation Logic
- Minimum size: 100 sq ft → rent ≈ $1,000
- Maximum size: 100,000 sq ft → rent ≈ $1,000,000
- Scaling rule: Rent generally increases as square footage increases.
- Variability: Realistic fluctuations are introduced so that the same house size may have slightly different rents.
- Example: a 100 sq ft unit may rent for $900, $950, $1,000, $1,050, or $1,100, all centered around ~$1,000.
- All values are guaranteed positive.