Business Intelligence

1. How do you describe the importance of data in analytics? Can we think of analytics without data? Explain.

2. Considering the new and broad definition of business analytics, what are the main inputs and outputs to the analytics continuum?

3. Where do the data for business analytics come from? What are the sources and the nature of those incoming data?

4. What are the most common metrics that make for analytics-ready data?

Exercise 12:

Go to data.gov—a U.S. government–sponsored data portal that has a very large number of data sets on a wide variety of topics ranging from healthcare to education, climate to public safety. Pick a topic that you are most passionate about. Go through the topic- specific information and explanation provided on the site. Explore the possibilities of downloading the data, and use your favorite data visualization tool to create your own meaningful information and visualizations.

Chapter 4 – discussion questions #1-5 (page # 247) & Application Case 4.7 on page 243, The Target Story – answer the two case questions on page 244, integrating concepts and examples from that case.

1. Define data mining. Why are there many names and definitions for data mining?

2. What are the main reasons for the recent popularity of data mining?

3. Discuss what an organization should consider before making a decision to purchase data mining software.

4. Distinguish data mining from other analytical tools and techniques.

5. Discuss the main data mining methods. What are the fundamental differences among them?

 

 

Sample Solution

Data analytics is the science of analyzing raw data to make conclusions about that information. Data analytics is important because it helps businesses optimize their performances. Implementing it into the business model means companies can help reduce costs by identifying more efficient ways of doing business and by storing large amounts of data. Data and analytics build off each other to deliver deep understand, or insights, into your user base. We cannot think that analytics will triumph without a data for it is the process to allow us in quantifying different measures in order to achieve a goal. Without a data, a strategy cannot be resolve.

he oil can be capacity as water/air proof compartments.

Light is helpful for oil oxidation and causticity. Capacity period ought to be limited to keep away from and dissected before the beginning of each handling race to lay out appropriate handling conditions. Capacity of oils in excess of a long span causes oil oxidation. Thus causes high consistency and filtration issues in the motor.

4 Properties of vegetable oil

The vegetable oils and diesel fuel have comparative attributes to be singed in the diesel motors. Thickness, streak point, pour point, fire point, net calorific worth, cetane number and kinematic consistency are a few of the properties. The usable limits of vegetable oils like diesel fuel are its Thickness, consistency, streak point, pour point and cetane number. The properties of a fuel not set in stone by quality. These properties additionally show execution of motor and its discharge. The various sorts of standard which is utilized to characterize the constraint of the fuel properties are ISO, ASTM, ENs, and so forth. The most widely kept guideline is ASTM. The worth to the fuel properties should be laid in the reach for the fulfillment of the standard motor outflow and its presentation. The main part to involve any fluid as fuel is concentrate on its fuel properties.

4.1Kinematic consistency

The kinematic consistency of vegetable oils differs in the reach 30-40centistokes at 380C. Their sub-atomic loads are in the scope of 600to900 g/mol [14], which are multiple times higher than those of the diesel powers [12, 13, 14]. Greasing up oil has the main properties of consistency. The course of a liquid film of an ointment between the contact surface and the frictional intensity age specific states of burden, bearing spread and grease supply for the most part rely on the thickness of the oil and furthermore on its sleekness at some degree. While enormous working clearances exist between the contact surfaces, high consistency oil is by and large prescribed to pad the middle utilization of burden. Yet, the vegetable oils are the high consistency. The consistency of an oil diminishes with increment of temperature because of abatement in intermolecular fascination because of extension. Consequently it is generally important to express the temperature at which the not entirely settled. Consistency influence’s diesel motor activity, chiefly because of decrease in the most extreme infusion by significant tension drop in the infusion siphon and in the channels, injectors or spouts, and unfortunate atomization and vaporization, consequently deficient ignition [15,16,17,18,19,20]. Oil issues are consistently seen at low temperature in a couple of infusion siphons, bringing about significant mechanical misfortunes [12, 13, 18, 21-23]. Preheating the oil preceding firing up the motor can be an answer [22, 24, and 25]. One more arrangement comprises in blending the oil in with diesel oil [8, 15, 25, 26, 27, and 28] or firing up the engine with unadulterated diesel oil prior to changing to vegetable oil.

4.2 Thickness

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