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Table 3 Dataset description

From: Deep learning enhancing banking services: a hybrid transaction classification and cash flow prediction approach

Variable

Description

Transaction Type Code

An internal code provided for every bank transaction, providing information regarding the transaction type and including Root Categories like cash withdrawals, deposits, banking fees etc.

Merchant Category Code

A four-digit number listed in ISO 18245 for financial services, mainly used to classify a business by the types of goods and services provided

NACE code

A European industry standard system used across European Union for classifying business activities. Utilizing the NACE code of the transfer account found in the available SME customer data

Transaction description

Including mainly native retailers, service providers, consulting and legal firms not included in previous steps