| --- |
| license: cc-by-nc-4.0 |
| task_categories: |
| - tabular-classification |
| - tabular-regression |
| language: |
| - en |
| tags: |
| - subscription |
| - invoices |
| - synthetic-data |
| - mindweave |
| - billing |
| - recurring-revenue |
| - saas |
| - cohorts |
| - stripe |
| - test-data |
| - mrr |
| - churn |
| - saas-metrics |
| - revops |
| - payments |
| pretty_name: Subscription Billing (Synthetic) (Free Sample) |
| size_categories: |
| - 1K<n<10K |
| configs: |
| - config_name: customers |
| data_files: data/customers.csv |
| default: true |
| - config_name: invoices |
| data_files: data/invoices.csv |
| - config_name: payments |
| data_files: data/payments.csv |
| - config_name: subscriptions |
| data_files: data/subscriptions.csv |
| --- |
| |
| # Subscription Billing (Synthetic) (Free Sample) |
|
|
| > **This is a free sample** with 4,800 rows. The full dataset has **52,483 rows** across 6 tables. |
|
|
| SaaS subscription billing dataset covering customer acquisition, trial |
| conversion, invoicing, payments, plan changes, and churn over a two-year |
| growth period. Includes monthly recurring revenue expansion, mixed billing |
| cadences, dunning outcomes, and cohort-based retention patterns that match |
| realistic B2B SaaS finance and RevOps workflows. |
|
|
| The dataset encodes a pricing change in month 10 that temporarily increases |
| churn, while trial-to-paid conversion is held at 22 percent. Useful for |
| MRR analytics, churn modeling, payments reporting, subscription lifecycle |
| automation, dashboard demos, and finance data engineering tests. |
|
|
|
|
| ## Sample tables |
|
|
| | Table | Sample Rows | |
| |-------|------------| |
| | customers | 500 | |
| | invoices | 2,000 | |
| | payments | 1,800 | |
| | subscriptions | 500 | |
| | **Total** | **4,800** | |
|
|
| ## Full dataset |
|
|
| The complete dataset includes all tables with full row counts: |
|
|
| | Table | Full Rows | |
| |-------|----------| |
| | churns | 170 | |
| | customers | 5,000 | |
| | invoices | 21,250 | |
| | payments | 20,493 | |
| | plan_changes | 570 | |
| | subscriptions | 5,000 | |
| | **Total** | **52,483** | |
| |
| **Formats included:** CSV, Parquet, SQLite |
| |
| **[Get the full dataset on Gumroad](https://mindweavetech.gumroad.com)** |
| |
| ## About |
| |
| Generated by [Mindweave Technologies](https://mindweave.tech) -- realistic synthetic datasets for developers, QA teams, and data engineers. |
| |
| Every dataset features: |
| - Enforced foreign key relationships across all tables |
| - Realistic statistical distributions (not uniform random) |
| - Temporal patterns (seasonal, time-of-day, day-of-week) |
| - Injected anomalies for ML training and anomaly detection |
| - Deterministic generation (same seed = same output) |
| |
| Browse all datasets: [https://mindweavetech.gumroad.com](https://mindweavetech.gumroad.com) |
| |
