Problem shaping and reframing are creative applications of problem analysis techniques that result in alternative formulation of the problem faced by an organization. Problem shaping specifically

A survey or questionnaire is used to elicit information including information about customers, products, work practices, and attitudes from a group of people in a structured way and in a

Technical visualizations are used by data scientists to evolve their analysis that becomes the detailed data for driving insights. They may not be useful for communicating insights to business

Business data analytics is used to enable organizations to make informed decisions. Understanding the current state of the organization or context of the proposed change is fundamental to

The following is a selection of some commonly used analysis and analytics techniques applicable to the Identify the Research Questions domain. The list of techniques does not represent a

Validating data involves assessing that the planned data sources can and should be used and, when accessed, the data obtained are providing the types of results expected. Since a detailed analysis

Assessing the analytics and system approach taken involves collaborating as an analytics team to determine whether the results from data exploration or data analysis are helping to answer the

ABC insurance Co., one of the largest issuers of life insurance in Japan, formed a new data science team comprised of data scientists, actuaries, insurance underwriters, and business data

Document and Communicate Findings from Completed Analysis includes identifying how to best package and communicate the data analysis results, making decisions about the level of summarization

The following is a selection of some commonly used analysis and analytics techniques applicable to the Interpret and Report Results domain. The following list of techniques does not represent a