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The Column Statistics profile works on date and numeric types (including money, decimal, float, real, and numeric), but not on string data. It returns statistical information about the column: minimum and maximum values for date columns, and minimum, maximum, average, and standard deviation for numeric columns. A potential use for this is to profile the sale price of products to determine whether the data falls into acceptable ranges.

The Candidate Key profile works with integer, string, and date data types. It evaluates a column or combination of columns to determine if they could be a key for the table. For example, this profile could be used against the combination of a name and telephone number column to determine if it could be used as key for the table. It is not uncommon to have primary keys that are generated values, using IDENTITY columns or the NEWSEQUENTIALID function, and you may need to determine whether there is a set of columns that represents the business or logical key for the data. You can use the Candidate Key profile to determine whether a proposed business key uniquely identifies each row in the table.

To get things done in Excel either via AppleScript or when working interactively you ll need to use workbooks So our next move here is to see how you create and save workbooks, open and close them, share them with others, and protect them against unwanted interference

The Stochastics indicator, which moves between 0 to 100, helps determine if the market or individual stock is overbought or oversold, or if a trend is ending or beginning

The Functional Dependency profile works with string, integer, and date data types. It evaluates how much the values in one column are determined by the values in another column or set of columns. It returns the determinant columns, the dependent column, and the strength of the dependency. This is useful for evaluating the data quality in one column based on another column. For example, a State column should have a strong functional dependency on a Zip Code column. If it doesn t, it can indicate data-quality issues.

The Value Inclusion profile works with string, integer, and date data types. It determines whether a set of values in one table is present in another table. This can be used to determine whether a column is a good candidate to be a foreign key to another table, or to validate that all values present in one column exist in a reference table. For example, it can be used to validate that all state values in a table exist in a reference table of states.

To create a new workbook based on the Blank Document workbook, like you get when you press z-N when working interactively, use the make new workbook command Excel adds a new workbook to the workbooks list, where you can work with it

1 Type wwwstockchartscom in your Web address line (or open any chart program) 2 On the right side of the screen, type $SPX, the S&P 500 index 3 When the chart appears, click on one of the drop-down menus under Indicators Select Slow Stochastics from the list, and press the Update button (Hint: If RSI is still listed under Indicators, you can remove it by changing it to None It s not necessary to have both RSI and Stochastics on a chart)

Now that we ve reviewed the available profiles, let s take a look at how the task can be configured. You can configure a single Data Profiling task to generate multiple data profiles. Each profile can have its own reference to a connection manager and can target a single table (with the exception of the Value Inclusion profile, which targets two tables). For columns, you can use a wildcard so that it runs the same profile across all

When you create a new workbook using AppleScript, Excel names the new workbook Sheet1 (or the next unused number Sheet2, Sheet3, or whatever) rather than using the Workbook1 name (or the next unused number) it uses when you give a New Workbook command interactively (for example, choosing File | New Workbook) Excel also marks the new workbook as dirty, meaning that it contains unsaved changes even though you haven t changed anything in it yet