Affects of Distillery Region on Single Malt Scotch Whiskey


According to experts, distillery region of whiskey has a huge impact on it’s taste similar to wine. Scotch Whisky is produced in 6 different regions in Scotland which are Highlands, Speyside, Lowlands, Campbeltown, Islay, and Islands.

In this project, the effect of distillery region on scores and price is examined. The effect of taste (sweetness, smoky etc.) on score and the effect of distillery region on taste (sweetness, smoky etc.) are also analyzed.

For these purposes, 787 single malt whiskey from 60 distilleries in 6 different regions in Scotland are studied.

Whiskey Regions in Scotland:

Hypothesis 1

H0: There is no significant effect of distillery region

Why did I decide to get PMI-PBA certification?

PMI-PBA is a Business Analysis Expertise Certification prepared by Project Management Institute. I got this certification after 3 months of dedicated study. I believe this certification will improve your business analysis skills via providing elicitation and analysis methods, and detailing business analysis processes in different project development life cycles. You can benefit from these learnings while defining business and technical requirements and shaping your project outputs.

Before deciding to get PMI-PBA Certification, my expectations from a business analysis certification were learning elicitation and analysis techniques, having some tips in CR management, and understanding relationship and boundaries between business analysis and…

Cemal Çakmak

Senior Business Analyst & Product Owner

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