https://www.kaggle.com/datasets/akshankrithick/b2b-saas-account-health-dataset

Synthetic but realistic B2B SaaS dataset modeled after platforms like Datadog, HubSpot, and Amplitude. 50,000 customer accounts with 18 features covering product engagement, billing, and support metrics.

Three Prediction Tasks

1. Churn prediction (binary): Will this account cancel within 90 days? (~9.5% churn rate)
2. Revenue prediction (regression): What is this account’s next-month revenue?
3. Health segmentation (multiclass): Thriving / Stable / At Risk / Critical