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Congratulations on finishing another section of the book By now, you probably realize how important it is to manage your emotions when trading in the stock market Even with the best indicator in the world, if you can t control your emotions, you could lose money In the next section, Part Three, you ll be introduced to various methods of looking at volume as well as a discussion on how highfrequency trading is changing all the rules

This variation involves two attributes: one represents a sequence (id in our case), and the other represents a kind of status (val in our case). The task at hand is to identify the starting and ending sequence point (id) of each consecutive status (val) segment. Table 4 shows the desired output. This is a variation on the islands problem. Listing 12 shows the solution to this problem.

tell myChart set has legend to true set the position of the legend object to legend position left end tell

mn 2 7 13 23 31 47 mx 5 11 19 29 43 59 val A B A C A C Table 4 Desired result for variation on the islands problem

Many traders say as they do repeatedly throughout this book that it s essential that you look at other indicators to confirm what the market is doing One of these important indicators is volume Because volume is the only indicator that isn t derived from price, it gives you a second opinion of the market Generally, you can look at volume by studying the volume bars found at the bottom of any chart By combining volume with market indicators, you ll get a good feel for who is controlling the market Perhaps price is the driver, but volume is the fuel that makes the market get from Point A to Point B Although there is a handful of volume indicators that appear on chart programs (On Balance Volume, or OBV, is used to monitor volume in individual stocks), many traders prefer to study volume directly By studying volume, you can find important clues Nevertheless, you should also be aware that volume is going through tremendous changes Because of the proliferation of highfrequency trading (HFT), some of the volume rules have to be modified Later in this part, you ll read more about how these techniques are affecting the way traders view the market If you are not sure how to analyze volume, however, the sidebar below will give you a brief introduction

In this example, you create a small chart using the data entered by the script you wrote in the previous example To create the script, follow these steps:

Summary

WITH C AS ( SELECT id, val, ROW_NUMBER() OVER(ORDER BY id) - ROW_NUMBER() OVER(ORDER BY val, id) AS grp FROM dbo.T1 ) SELECT MIN(id) AS mn, MAX(id) AS mx, val FROM C GROUP BY val, grp ORDER BY mn;

1 In AppleScript Editor, press z-N or choose File | New to create a new script 2 Start a tell block to Excel, addressing it by its application id string, commicrosoftExcel:

$SPX (Daily) 107846 Volume undef 1200 1180 1160 1140 1120 1100 1080 107846 370942 1060 Feb Source: StockChartscom Mar Apr May Jun

The query defining the CTE C calculates the difference between a row number representing id ordering and a row number representing val, id ordering, and calls that difference grp. Within each consecutive status segment, the difference will be constant, and smaller than the difference that will be produced for the next consecutive status segment. In short, the combination of status (val) and that difference uniquely identifies a consecutive status segment. What s left for the outer query is to group the data by val and grp, and return for each group the status (val), and the minimum and maximum ids.

named Sales, the range that contains the data for the chart The new statement appears in boldface here:

Table 5 Performance summary of solutions to islands problem Solution Solution 1 using subqueries and ranking calculations Solution 2 using group identifier based on subqueries Solution 3 using group identifier based on ranking calculations Solution 4 using cursors Runtime in seconds 17 Logical reads 64,492