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Visualization is a central part of exploratory data analysis. Data analysts use visualization to examine, scrutinize, and validate their analysis before they report their ndings. Decision makers use visualization to explore and question the ndings before they develop action plans. Each group of people using the data needs different graphics and visualization tools to do its work. Producing high quality data graphics or creating interactive exploratory software requires an understanding of the design principles of graphics and user interfaces. Words, numbers, typography, color, and graphical shapes must be combined and embedded in an interactive system in particular ways to show the data simply, clearly, and honestly. There are a variety of tables and data graphics for presenting quantitative data. These include histograms and box plots for displaying one variable (univariate data), scatterplots for displaying two variables (bivariate data), and a variety of multipanel graphics for displaying many variables (multivariate data). Visualization tools like dendrograms and cluster image maps provide views of data that has been clustered into groups. Finally, these tools become more powerful when they include advances from interactive visualization.

+ numrows); numrows = stmt.executeUpdate( insert into product_catalog values (1003, ACME Server e7000 , Sparc III Processor, 1.3Ghz x12, 1GB, 1TB HD, Solaris , 75000.00, USD ) ); System.out.println( Number of rows inserted = + numrows); stmt.execute( select * from product_catalog ); ResultSet rs = stmt.getResultSet(); System.out.println( Querying data ... ); while (rs.next()) { System.out.println( Product No: + rs.getString( item_num ) + Product Name: + rs.getString( item_name ) + Product Desc: + rs.getString( item_desc ) + Price: + rs.getString( item_price ) + Currency: + rs.getString( currency ) ); } } catch (Exception e) { System.out.println( Exception was thrown: + e.getMessage()); } finally { try { if (stmt != null) stmt.close(); if (conn != null) conn.close(); } catch (SQLException sqle) { System.out.println( SQLException during close(): + sqle.getMessage()); } } } }

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One of the most common uses of the request object is to retrieve the value of user input in the controls of an HTML form. The named elements of a form on a client browser are appended as properties of the request object. The following example of an HTML form will explain this use of the request object as a retriever of the values of a named element.

13. In a normal Mandriva, you would be given the opportunity to select packages to install at this point. Because this procedure installs from the live CD, however, the operating system on the live CD is simply copied to your hard drive. Once that s done, you are asked to choose a boot loader. 14. Choose either the GRUB or LILO boot loader. Then choose the boot device (typically the device representing the first hard disk that is booted on your computer, such as /dev/hda). See 7 for descriptions of GRUB and LILO. Click the Advanced button to choose other boot options. Click Next to continue. Your current boot entries are displayed. 15. The entries that Mandriva has set up to put on your boot menu are displayed. You can edit those entries or create some of your own. If you have multiple operating systems on your computer, you can add your own entries so that those systems can be selected from the boot loader. Click Next to continue. 16. You are instructed to restart the computer and remove the live CD. Click Finish and select System Shutdown, and then choose Restart.

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client/server traf c is like a single motorcyclist carrying a slip of paper with all 10 lanes to himself. This is no exaggeration! Upgrading a heavily used desktop database to a well-designed client/server database will reduce database-related network traf c by more than 95 percent.

There are several ways that a client could be denied access to the desired network resources, which may include access to the DNS data, as well as access to physical DNS servers. First, a malicious intruder could remove the URIs from the database, using the data-tampering methods discussed previously, thus making it impossible for the client to access the correct information. Another way to cause a denial of service to customers is to flood the DNS servers with enough data to prevent further communication with that server. This is done by either downloading gigabytes of information from the server all at once or by maliciously flooding the server with bogus requests. And finally, by breaching the physical security of the servers by, for example, cutting off electricity to the facility, clients would be denied access. The security of the DNS responses as they route through the public Internet must be considered. A third party could intercept and modify a DNS SRV record by deleting or modifying URIs. Extensive work on DNS security has been done, and more work is in progress. Interested readers are referred to the IETF Working Group documents on DNS extensions [22].

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