MarvHins/abwanderung-im-call-center

Abwanderung im Call Center |

High-quality synthetic dataset for machine learning and data analysis.

📊 Dataset Overview

• —Rows: 500,000 (sample: 1,000)
• —Columns: 11
• —Quality Score: 99%
• —Format: CSV
• —Type: 100% Synthetic

🎯 Features

• —Anzahl_der_Abwaender
• —Durchschnittliche_AbwaenderproZeit
• —Häufigkeit_der_Abwaender
• —Grund_für_Abwaender
• —Zeitpunkt_der_Abwaender
• —Kundenkategorie
• —Abwaendergruppe
• —Produktart
• —Kundenbedienungslevel
• —Abwanderungsgrad
• —... and 1 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: 99%
• —100% synthetic - no real personal data
• —GDPR compliant by design
• —Privacy-safe for all applications

🚀 Quick Start

from datasets import load_dataset

dataset = load_dataset("MarvHins/abwanderung-im-call-center-|")
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/bJeeVc56H4eFcNwbJV0cs0e)

Price includes:

• —Complete dataset (500,000 rows)
• —All 11 features
• —Commercial license
• —Instant download

👤 Author

Marvin Hinske | 2025

This is a sample preview (1,000 rows). Full dataset available for purchase.