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---
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.**
---
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