Tekhnika/subscription-chargeback-recovery-starter-pack-free

---
pretty_name: Subscription Chargeback Recovery Starter Pack
language:
- en
license: cc-by-nc-4.0
tags:
- tabular-data
- analytics
- finance
- chargeback
- subscription
task_categories:
- tabular-regression
- tabular-classification
size_categories:
- 1K<n<10K
---

# Subscription Chargeback Recovery Starter Pack

Free sample for subscription chargeback recovery dashboards, representment analysis, and finance-oriented dispute operations workflows.

## What is included
- chargeback_cases.csv: 967 rows, 10 columns
- chargeback_entities.csv: 439 rows, 9 columns
- daily_chargeback_risk_metrics.csv: 733 rows, 10 columns
- dispute_transactions.csv: 4398 rows, 10 columns
- merchant_chargeback_profiles.csv: 366 rows, 10 columns
- settlement_instruments.csv: 593 rows, 9 columns

## Why this dataset is useful
- Useful for a first subscription chargeback dashboard or representment notebook.
- Works well for SQL, notebooks, and BI prototyping around recovery workflows.
- Provides a reduced but representative sample of the core subscription dispute workflow in the full starter pack.

## Starter use cases
- Subscription chargeback recovery baseline using linked dispute and merchant data.
- Subscription dispute operations dashboard for recovery workflow monitoring.

## Schema overview
### chargeback_cases.csv
- Rows: 967
- Columns: chargeback_case_id, transaction_id, cardholder_id, card_id, chargeback_opened_date, investigation_status, evidence_package_status, chargeback_amount, recoverable_amount, chargeback_risk_score

### chargeback_entities.csv
- Rows: 439
- Columns: cardholder_id, credit_score_band, customer_name, home_region, customer_segment, tenure_months, travel_frequency, historical_chargeback_flag, risk_band

### daily_chargeback_risk_metrics.csv
- Rows: 733
- Columns: metric_id, merchant_id, metric_date, transactions_total, declines_total, chargeback_total, decline_rate, merchant_risk_score, disputes_opened_total, representments_submitted_total

### dispute_transactions.csv
- Rows: 4398
- Columns: transaction_id, cardholder_id, card_id, merchant_id, transaction_date, merchant_category, transaction_amount, merchant_country, descriptor_match_score, retry_attempt_count

### merchant_chargeback_profiles.csv
- Rows: 366
- Columns: merchant_id, merchant_country, dispute_rate, refund_rate, representment_win_rate, trial_conversion_rate, merchant_name, merchant_vertical, fulfillment_model, merchant_size

### settlement_instruments.csv
- Rows: 593
- Columns: card_id, cardholder_id, issue_date, status, card_product, network, credit_limit, card_present_usage_ratio, digital_wallet_flag

## Free vs full version
- Free Kaggle sample: reduced rows, reduced columns, starter notebook, and enough linked subscription chargeback tables to validate the core recovery workflow.
- Full version: full row volume, richer feature coverage, and extra starter assets for dashboards, SQL, and subscription recovery analysis.

## Upgrade to full version
- Buy full dataset: https://tekhnikalab.gumroad.com/l/subscription-chargeback-recovery-starter-pack
- Upgrade if you need the full linked schema plus starter assets that get you to a subscription chargeback dashboard, SQL project, or recovery baseline faster.

## Notes
- Contains generated data only and no real personal data.
- Designed as a lightweight free sample for evaluation and discovery.