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Sometimes you may want to cut a slice from a string. To do so, pass two parameters to slice(): The index of the first character in the slice The index of the first character after the slice

Forecasting is as much an art as it is a science, but the value of a statistically sound tool such as Excel Data Mining is immense in the right context It can make data prediction a defensible exercise in discussions where people need to make decisions with forecasted data

The BOF property returns True or False as to whether the recordset is at the Beginning Of File (BOF) If it is true, then it is at the first record

The Close method closes the recordset and releases the underlying table:

Figure 6-23 shows how we start the Highlight Exceptions Data Mining task In our working example we ll choose to examine Pounds and Total Population to find outliers, or data that is too small or large for the row in which it resides

So, to slice n characters beginning at index i, pass i for the first parameter and i + n for the second parameter. Just remember that character indexes begin at 0. "Superman, Batman, Spider-Man, Iron Man".slice(18, 24); // "Spider"

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It is important to do this at the end of your code because otherwise the underlying table will show it as being still in use This will mean that you will be unable to make any structural changes to the table It is also a good idea to set the Recordset object to Nothing to release the memory Some Recordset objects can be very large and can become memory-hungry if not fully erased

This doesn t mean the outliers are wrong just that we should look at them to understand the data and perhaps make a judgment call as to whether we should include the outliers in our statistical analysis Highlight Exceptions uses the Microsoft Clustering algorithm, which is a segmentation algorithm that uses iterative techniques to group cases in a data set into clusters that contain similar characteristics

The Delete method deletes the current record in the recordset:

Note that, if you omit the second parameter, JavaScript cuts a slice from the index in the first parameter all the way the end of the string. That is, it sets the second index to length. So, the following two samples do the same thing: var heroes = "Superman, Batman, Spider-Man, Iron Man"; heroes.slice(30); // "Iron Man" heroes.slice(30, heroes.length); // "Iron Man" Note too that, if either parameter is negative, JavaScript adds length to them. Verify your work with Figure 2 12: heroes.slice(10, -22); // "Batman"

Analyze tab of the Ribbon menu 2 Check the desired columns to highlight 3 Click Run on the SQL Server Data Mining Highlight Exceptions dialog box In Figure 6-23 note the Highlight Exceptions pop-up dialog box with the animated green-wheel icon This provides a visible progress indication of Excel connecting to SQL Server, to analyze the data in the Excel table

The Edit method is used to edit records in the Recordset object It allows changes to be made to data in specified fields The Update method is then used to write the data to the table

Figure 2 12. Clipping a substring with slice()

Bear in mind that the data you enter into each field must satisfy the rules for that field For example, you cannot put text into a numeric field, and you must enter data for a required field, otherwise an error message will be generated

Figure 6-24 shows the result of this data mining task, where rows are highlighted to show the Pounds and Total Population extreme data values A Highlight Exceptions Report is also generated as an Excel table, showing the number of outliers found and the statistical probability of the outlier values being wrong

The EOF property returns True or False as to whether the recordset is at the End Of File (EOF) If it is true, then it is at the last record

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