KMEANS CLUSTERING IN THE CONTEXT OF REAL WORLD DATA CLUSTERING ADEWALE .O . MAKO DATA MINING INTRODUCTION: Data mining is the analysis step of knowledge discovery in databases or a field at the intersection of computer science and statistics. It is also the analysis of large observational datasets to find unsuspected relationships. This definition refers to observational data as opposed to experimental data. Data mining typically deals with data that has already been collected for some
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Running head: Location‚ Location‚ Location! Week 3 Application Linda Traughber Walden University Abstract In this paper I will attempt to show‚ why choosing the right location in North America is so important. What factors are priorities in the location process‚ by creating a "short list" of three possible sites. Also showing where I would build and what makes it the best location. Location‚ Location‚ Location! Some of the factors that are priorities that should be considered
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Scheduling is based upon the particular medical practice‚ the provider preference and the availability of staff. There are different methods of scheduling patient’s appointments. Clustering is scheduling patients with a specific type of visit or procedure at a specific time. A positive outlook on cluster scheduling can be‚ unnecessary personnel can focus on other needed tasks and Paper work can be prepared ahead of time in batches. If an appointment gets off track or if more time is needed for a
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Assuming that there’s an entrepreneurial mantra that’s getting a little long in the tooth‚ it’s probably Location‚ Location‚ and Location. Information technology has transformed the way companies conduct business. Technology allows businesses to automate manual operations and process information much faster. When people are researching a business‚ the internet is the first place people go – even for small and local businesses. They want to know whether you are a legitimate business‚ what times your
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its infancy in the early 1950s. By the late 1980s‚ however‚ business format franchising had become a major force in retailing in the United States. Meanwhile‚ Dunkin’ Donuts had experienced similar growth. As of the end of 1987 there were 1‚478 Dunkin’ Donuts units in operation in its North American region‚ of which 1‚449 were franchised. Dunkin’ Donuts licensed an additional 191units throughout the rest of the world. By early 1988‚ however‚ deteriorating sales to capital ratios‚ stiffening competition
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Strategic Positioning of Dunkin’ Donuts February 18‚ 2008 Introduction: In the competitive world of the coffee industry‚ or any industry for that matter‚ it is essential for companies to have a clear understanding of what they do best‚ and where they can be the best. Dunkin’ Donuts is well known by generations and loved by a growing number of customers around the world. It was first established in 1950‚ in Quincy‚ Massachusetts‚ by William Rosenberg. Back then‚ William had a
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Date: 02/06/10 Company Overview: Dunkin’ Donuts claims to be the world’s largest coffee and baked goods chain‚ serving 2.7 million customers per day at approximately 8‚800 stores in 31 countries which include approximately 6‚400 Dunkin’ Donuts locations throughout the USA. This figure compares with the 15‚011 stores of coffee chain Starbucks‚ whose baked goods are usually prepared out of shop. Most Dunkin’ Donuts stores are franchises. There are no Dunkin’ Donuts stores anywhere in the state
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-Dunkin’ Donuts is the world’s leading baked goods and coffee chain‚ serving more than 3 million customers per day. Dunkin’ Donuts sells 52 varieties of donuts and more than a dozen coffee beverages as well as an array of bagels‚ breakfast sandwiches and other baked goods. Dunkin donuts is a hundred percent franchised. Dunkin donuts requires that you have the qualifications to be considered as a franchise candidate. If you qualify‚ the next step would be the application. You would have to develop
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1. How does Dunkin’ Donuts build long-term customer relationships? To build strong‚ profitable‚ long-term customer relationships‚ Dunkin’s Donuts has developed marketing strategies and plans. The firm must determine how to best create value for its chosen target market. So‚ the firm should connect with his customers to establish and strengthen customer relationships. • Target Market: International coffee and donut retailer • Positioning: Dunkin’ Donuts serves its donuts or coffee for customers
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Dunkin’ Donuts Case 1- The coffee industry in which Dunkin’ Donuts and Starbucks are competing is highly competitive industry. The threats from new entry is high because there is no entry barriers‚ the threats from rivals is high because the main competitors are aggressive in trying to attract the customers even the small baking stores. However‚ Dunkin’ Donuts has a superior position because of its high quality products‚ the perception of being simple and easy to get‚ accessibility‚ and strong
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