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They help us think visually and provide a powerful way to reason about large data sets While data graphics are centuries old, the graphical user interfaces available today on every computer enable interactive visualization tools to be included in information software products For example, online newspapers contain interactive graphics that allow the reader to interactively explore data, such as the demographics of voters in elections, or the candidates source of income Visualization tools for data sets with many variables, in particular, must display relationships of three or more variables on paper or display screens that are two-dimensional surfaces An understanding of the basic design principles of data graphics and user interfaces will help to use and customize data graphics to support decision-making This chapter reviews these principles Organizing graphics and visualization tools is not easy They depict a variety of data types including numbers and categories.

var expires = (argc > 2) argv[2] : null;

Different tools are used in different ways throughout the data analysis process: to look at summary statistics, examine the shapes of distributions, identify outliers, look for relationships, nd groups of similar objects, and communicate results They are used in different application areas to display, for example, the results of document searches in information retrieval or the correlation of patterns of gene expression with chemical structure activity in genomic research The use of data visualization within software programs enable interactive techniques such as data brushing, which is the ability to simultaneously highlight the same data in several data graphics to allow an open-ended exploration of the data set..

This array consists of each value in the array in range C1:C12, divided into 1. For example, each cell in the original Data range that contains a 200 has a value of 0.5 in the corresponding cell in D1:D12. Summing the range D1:D12 gives the number of unique items in Data. The array formula presented at the beginning of this section essentially creates the array that occupies D1:D12, and sums the values. This formula has a serious limitation: If the range contains any blank cells, it returns an error. The following array formula solves this problem:

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Figure 4.11 Color segmentation by mean-shift clustering in L*u*v* color space. Top left: original image; top center: distribution of color pixels, transformed in L*u*v* space; top right: result of mean-shift clustering; bottom: modes of kernel-based likelihood, found by mean-shift optimization. (From [52], Copyright 2002 IEEE.)

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=NPV(D3,B6:B14)*(1+D3)

Using high ISOs allows you to use a proper shutter speed to ensure that any moving subject is sharp and not blurry in the nal image. The challenge in these instances is to establish the slowest possible shutter speed you can use and still freeze the action. For performers on a dark stage or people standing fairly still this is around 1/60 second, but you have to be careful because anything slower than this may lead to blur of the subject, even if you are using a tripod. For more active subjects an even faster shutter speed is necessary. Set the ISO just high enough to achieve the shutter speed you need to stop the action in the scene. As digital technology improves, most popular camera manufacturers have greatly increased the usable ceiling on ISO ranges, allowing reduced noise or noise-free images at ISO values unheard of only a few years ago. My latest camera is capable of producing images at 25,600 ISO, which I rarely use, but it s comforting to know I have access to this astoundingly unbelievable technology, once considered nearly impossible.

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14

B.3.3

The setup program creates a program subdirectory. By default, this is named c:\mysql. Setup does not create any Start menu items or desktop shortcuts. MySQL is automatically installed as a service under Windows NT, 2000, and XP. By default, this service will start automatically each time the system is rebooted. The service can be controlled through the standard service control panel applet or can be started and stopped using the program winmysql admin.exe. The program can be found in the mysql\bin directory. This utility also makes it easy to change the configuration information for the database running under Windows. MySQL can also be started from the command line. To do this change directory to the MySQL\bin subdirectory, and enter the command: