Data Visualization: A Handbook for Data Driven Design

 

Data representation and interactivity are important aspects of data visualization. Review the text by Kirk (2019) and note at least three storytelling techniques. Note the importance of each and the advantages of using these techniques.

Q2. Read Ch. 6 in the textbook. Association Analysis: Basic Concepts and Algorithms

Textbook: Tan, Pang-Ning. Introduction to Data Mining

What are the techniques for handling categorical attributes?
How do continuous attributes differ from categorical attributes?
What is a concept hierarchy?
Note the major patterns of data and how they work.
Q3. Read Ch. 7 in the textbook. Association Analysis: Advanced Concepts

Textbook: Tan, Pang-Ning. Introduction to Data Mining

What is K-means from a basic standpoint?
What are the various types of clusters and why is the distinction important?
What are the strengths and weaknesses of K-means?
What is a cluster evaluation?
Select at least two types of cluster evaluations, and discuss the concepts of each method.

 

Sample Solution

How was development used as a military great situation in European colonization? In Jared Precious stone’s talk, “Firearms, Microorganisms, and Steel” He showed strong disputes with respect to how development gave them a titanic good situation in the midst of triumph. Precious stones’ best reasons will be explain in this work and used to look at this conflict. Anyway, Europeans had steel and weapons, the two things were used to butcher Neighborhood Americans in the cutting edge. Neighborhood Americans didn’t have about a comparable cautious layer and guns that Europeans did, they used stones and their family. Disorder expected a critical work in various achievement, especially in the midst of European triumph. Sicknesses would murder and spread among Neighborhood American peoples and abatement their general population numbers. This has happened in basically all domains in the world, the general population that lives in a particular sickness creates protection from it, but the people who don’t can without a very remarkable stretch pass on from it. Finally, the usage of training have Europeans and Spaniards a strategic position when it came to broadening. They knew how to examine and create, yet the Indians didn’t, so Indians were completely confounded. They would form their courses of action and guides on their next attack, and the Indians would never be aware. Europeans and Spaniards reliably understood what the Indians were doing, so they could never find them resting with a frightening attack or catch. Development was a gigantic military favored outlook to Europeans and Spaniard since they had the method for making steel, gather delivers, and go against disease through advancement

Jewel shows his dispute by introducing the utilization and making of steel in the European social class. They had loads of it, and they manufactured materials created utilizing steel to empower them to win wars and battles. They had steel swords, cutting edges, spears, and cautious layer to protect their bodies from any underhandedness. It was a deeply grounded truth that Neighborhood Americans were still in the “stone age” nevertheless relied upon stones, earth, and people to fight in battles. Valuable stone communicates, “The curiosity of ponies, steel weapons, and firearms without a doubt deadened the Incas at Cajamarca, however the fights after Cajamarca were battled against decided opposition by Inca armed forces that had previously seen Spanish weapons and ponies.” (pg. 73). Weapons expected a minor work in the disaster area, yet hugy impacted the Nearby Americans, intellectually. European weapons were their most imperative movement at this point, and were viewed as notable by their adversary. This caused Indians to feel frail and squashed without beginning the battle, it was embedded to them that they were no partner for these strong and impelled people. The inspiration driving for what reason is in light of the fact that it seemed like a Russian roulette redirection, no one knew when it would hit them or from where, the Spaniards picked their targets and ended. Regardless of the way that weapons in those days missed their goal piece of the time and expected a huge timespan to reload, it would terrified them to death.

Spaniards and Europeans knew how to examine and make, and the Indians didn’t, consequently why they were productive in getting their family. Their most imperative favored point of view wa

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