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license: cc-by-4.0
task_categories:
- tabular-classification
- tabular-regression
language:
- en
tags:
- synthetic
- machine-learning
- data-analysis
size_categories:
- 100K<n<1M
---
# Abrechnungen für physiotherapeutische Leistungen
High-quality synthetic dataset for machine learning and data analysis.
## 📊 Dataset Overview
- **Rows:** 500,000 (sample: 1,000)
- **Columns:** 12
- **Quality Score:** 89%
- **Format:** CSV
- **Type:** 100% Synthetic
## 🎯 Features
- `PatientenID`
- `Behandlungstag`
- `Behandlungsart`
- `Dauer_Behandlung`
- `Gewichtsverlust`
- `Anzahl_Sitzungen`
- `Kosten_Behandlung`
- `Umsatz`
- `Gesundheitsstatus`
- `Behandlungsergebnis`
- ... and 2 more
## 💡 Use Cases
- 🤖 Machine learning model training
- 📊 Data analysis and visualization
- 🔬 Algorithm development
- 📚 Education and research
- 🧪 Testing and prototyping
## ✅ Quality & Privacy
- **LLM-validated** quality score: 89%
- **100% synthetic** - no real personal data
- **GDPR compliant** by design
- **Privacy-safe** for all applications
## 🚀 Quick Start
```python
from datasets import load_dataset
dataset = load_dataset("MarvHins/abrechnungen-für-physiotherapeutische-leistungen")
df = dataset['train'].to_pandas()
print(df.head())
print(df.info())
```
## 📝 License
CC BY 4.0 - Free to use with attribution
## 💰 Get Full Dataset
This is a **sample preview** (1,000 rows).
**[🔗 Purchase Full Dataset (500,000 rows) →](https://buy.stripe.com/fZucN4bv526x7tc6pB0cs0j)**
Price includes:
- Complete dataset (500,000 rows)
- All 12 features
- Commercial license
- Instant download
## 👤 Author
Marvin Hinske | 2025
---
*This is a sample preview (1,000 rows). Full dataset available for purchase.*
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