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Data mining is the practice of analyzing sets of data, while connected to the database server or file where the original data resides, to discover anomalies and patterns This is best understood when thinking about large data sets of thousands or millions of rows, where it s clear a person cannot scan through all the data to find problems or trends We ve all seen massive Excel spreadsheets where we could seemingly scroll through rows and columns forever And turning the data into PivotTables and charts provides the first real visualization of what the data represents But what if there are many different characteristics of the data, not all of which can be represented in graphical form The answer is data mining, which has long been known to a special subset of data workers who have access to high-end statistical analysis tools Their job has been to discover problems with the data that might indicate good or bad things, or to uncover patterns in the data that might yield insight as to how an organization is running One way to think of this is to ask, Are there certain combinations of the data that, when grouped together, show a particularly large part of the business story behind the data Some analysts have likened this process to mental multitasking with rows and columns of data The following illustration shows an example of an Excel 2007 Data Mining chart, using the SQL Server 2005 Analysis Services Data Mining algorithms This chapter will explore the steps used to create the following example Data Mining chart

MsgBox DCount("MyField", "MyTable")

donee[m] = donor[m]; } } } return donee; }; var vanillaHeathBarCrunch = { heavyCream: [1, "cup", "Organic Valley"], halfHalf: [2, "cup", "Organic Valley"], sugar: [5/8, "cup"], yolks: [6], heathBars: [4, "bars, coarsely chopped"], vanilla: [1, "bean", "Madagascar Bourbon"] }; var coffeeHeathBarCrunch = cloneMembers(vanillaHeathBarCrunch); coffeeHeathBarCrunch.coffee = [1/4, "cup, coarsely ground", "Starbucks Espresso"]; console.dir(vanillaHeathBarCrunch); console.dir(coffeeHeathBarCrunch);

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The free Data Mining add-in application is available from wwwmicrosoftcom/ downloads On the downloads site, search for Data Mining Add-In to find the actual download link Note the Data Mining add-in is published by the Microsoft SQL Server group but is in fact an application to be installed on your Excel desktop client computer The installation asks for the name of an available SQL Server 2005 Analysis Services server, since it will be using the Data Mining algorithms on the server running SQL Server and it installs the DMAddinsDB database on that server, which will be used as a temporary working storage area when the Excel tools are connected to SQL Server Analysis Services The Excel 2007 Data Mining add-in puts high-end statistical analysis tools (remember the Statistics course everyone loved so much in school ) in our hands with a reasonable user interface all within Excel on the desktop This embracing of Office users allows people to use Data Mining that would otherwise not even know about the tools

You can use an optional criterion as follows:

Figure 6-1

MsgBox DCount("MyField", "MyTable","MyName='Richard'")

Because both functions and their parameters are values, we can create a new function value by combining an old function and one or more parameters, so those parameters are preset in the new function Doing so is referred to as currying in honor of its creator, Haskell Curry, who also has the Haskell programming language named after him ECMAScript 5 defines one new method for function values, Functionprototypebind(), that is ideal for currying Though Explorer 9 and Firefox 4 will implement Functionprototypebind, as of this writing Explorer 8, Firefox, 3, and other pre-ECMAScript 5 browsers do not So, even when the cavalry arrives, we ll still need to emulate Functionprototypebind() Let s roll up our sleeves and do so with the help of our conditional advance loaders for ObjectdefineProperties() and Objectcreate() Those two conditional advance loaders were implemented with an if statement.

Notice that single quotes are used within the string parameter to denote that the MyName criterion is a string

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