The analytical tool for data quality management

The final project of the MBA program Data & Analytics for Business Management focuses on data analytics for data quality management and reporting. The thesis aimed to develop a "proof-of-concept" of an analytical tool for data quality management, and the usage of results in the daily routines and deciding on the priorities of the Data Management Department at ČSOB, a.s. The introduction of the thesis is devoted to the description of various options for data quality management and monitoring. The following section presents the structure of the CSOB Data Organization, the responsibilities of the Data Management Department, and the strengths and weaknesses of the central data quality monitoring tools used in CSOB. The final section is dedicated to the data architecture, a description of the development of the DQP tool, and the use of the outputs in data quality management processes. The paper concludes by evaluating the benefits of using DQP and data analytics for data quality management.