| --- |
| 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.* |
|
|
