Datasets / Customer Analytics & CRM

Customer 360 Mart

Monthly view of every individual customer's holdings and activity.

Strictly ConfidentialBanking secrecyCustomer PIIConsumer Banking · BigQuery table (partitioned) · 38.4M rows · 61 GB
93Data Health

164 downloads

Updated monthly. Last update 3 days ago. Next expected in 28 days.

About this dataset

One row per customer per month for every individual customer of the Bank: holdings across CASA, fixed deposits, cards, personal financing and mortgages, channel activity, tenure, segment and relationship-manager coverage. The gold-layer mart behind existing-to-bank (ETB) conversion analytics, attrition scoring and next-best-offer. 1.6M active customers, 24 monthly snapshots retained online.

Usage rights

Approved analytics and model development by Consumer Banking, Group Data & AI and Group Risk for purposes registered on the use-case register (cross-sell, retention, credit risk). Customer-level data under banking secrecy (FSA 2013) and PDPA 2010. Stays in-region in Google Cloud Malaysia; export outside the region, re-identification attempts and joins to raw identifiers are prohibited. Direct identifiers are tokenised at ingestion; the token vault is held by Group Data & AI and is not exposed to consumers. Marketing use must respect each customer's consent flag.

Lineage

Built nightly from core banking (CASA, term deposits, financing), the card management system, the CRM and digital banking logs. Raw feeds land in the bronze layer, are conformed and deduplicated to a customer key in silver, then aggregated to the monthly gold snapshot. Dataplex runs 42 data quality rules on each snapshot (key uniqueness, balance reconciliation to the general ledger within 0.1%, segment completeness) before publication.

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Ownership and sensitivity

Owned by

Consumer BankingCustomer Analytics & CRM

Accountable owner: Mei Ling Tan

Who approves access

  1. Owner, Customer Analytics & CRM, Mei Ling Tan
  2. Data Governance Office, Ahmad Faizal

Built on by Data Science, Credit Risk.

In Grow the customer book

Strictly Confidential

Customer-level data under banking secrecy and PDPA, and models that decide on customers.

Named-user entitlement with the data owner's consent and a stated purpose; reviewed on expiry.

Banking secrecy
Customer account information protected under the Financial Services Act 2013.
Customer PII
Contains or processes personal data about customers (PDPA 2010).

5 models trained on this dataset

Details

Updated
2026-07-31
Cadence
Monthly
Format
BigQuery table (partitioned)
Licence
BU Restricted
Latest version
2026.07