Click here to Login




Industry Analysis - How to Compare Stocks with their Industries

Updated on 2012-12-06





If you want to use a stock and its industry data on the same chart, strategy or composite, then keep reading. The technique I am presenting here will show you how to associate a stock with an industry index. After completing it, you will be able to display the performance of a stock and its industry on the same chart, calculate the relative strength of a stock compared to its industry, calculate the number of stocks that are outperforming their industries and so on.


Downloading Industry Data

Of course, the first thing you have to do is to download historical EOD data for the different U.S. industries.

Fortunately, we already have such downloader in the sharing server. Industry Market Data item downloads historical quotes for more than 90 industries.

Simply download the trading item and start it from the download manager to get the data. You will end up having +90 new ticker symbols, all starting with "^INDUSTRY_" keyword.

For example:

^INDUSTRY_TELEPHONE SYS.
^INDUSTRY_TEXTILE MILL
^INDUSTRY_WASTE MGT.
^INDUSTRY_WATER COMPANIES



How to associate a stock with the industry index

Before implementing the function that will associate an industry with its corresponding ticker symbol, you have to make sure the industry field is filled for each of your stocks. You can do that manually but why bother when there is an automatic way to do so.

- Select "Symbol -> Auto Manage Symbols"
- Make sure you have US exchanges checked (New York Stock Exchange, NASDAQ and American Stock Exchange). You might also add "Over the counter" for OTC stocks.
- Check "Force the update of symbol information"
- Click on "Save"

Within few seconds, symbols information of each of your stocks will be updated and you will have the industry name of each stock.


Now, everything should be set up correctly.

The indicator that will perform the association contains a hash table (sort of dictionary) that stores the industry names and their corresponding ticker symbols. When the indicator is called, it will perform the following actions:

- Get current symbol name
- Get industry name for that symbol
- Check the table and extract the corresponding ticker symbol (From the symbols that were added by the previous downloader)

This indicator can be downloaded here: Industry Index Name

You can check its code by selecting "Tools -> Creation Function" then clicking on the indicator (IndustryIndex) in the left panel.


Stock and industry data on the same chart

Now, let us display a stock and its corresponding industry on the same chart.

- Select "View -> New Chart" to open a new chart
- Right click on the chart and select "Create new pane"

In this pane, we are going to display industry graph
- Right click on the new pane then select "Edit Formula"
- Type the following formula:

b = IndustryIndex();
a = "^INDUSTRY_".b;
a = GetSeries(a, close, LastData);
Plot(a, b, colorGreen, ChartLine, StyleSymbolNone);


Interpretation:
Line 1: Get industry name as defined by the industry data downloader (see above)
Line 2: Create the industry ticker symbol
Line 3: Get industry price series
Line 4: Plot industry data

- Click on "Update Graph" to save changes




There is another way to display the industry graph. It consists of creating another trading indicator (Example: IndustryEquity) and use something similar to the above code directly within the formula. Once the indicator is completed, you can display the same industry graph by typing:

a = IndustryEquity();
Plot(a, industry(), colorGreen, ChartLine, StyleSymbolNone);



The "IndustryEquity" indicator can be created using "Tools -> Create Functions" and its C# code would be:

VectorS b = cFunctions.CompileFormula("b = IndustryIndex();").GetVectorString("b");
b = "^INDUSTRY_" + b;
result = cFunctions.GetTimeframeData(b[0], cFunctions.Timeframe, "close").ToVectorD();


You can download this indicator from the sharing server here: Industry Equity.

Once your chart is ready, you can save the layout for later use. Right click on the chart, Select "Layout" then "Save Layout As".


Simple trading system based on relative strength

The strategy we are going to develop will be called "Industry relative strength Trading System". It consists of buying the top 20 stocks that have the best relative strength compared to their industries.

First, you should know that industry relative strength has nothing to do with the relative strength indicator (RSI). The term indicates the relative performance of a stock compared to the performance of its industry.

The strategy formula is as follows:

a = close; // Stock value
b = GetSeries("^INDUSTRY_".IndustryIndex(), close, LastData); // Industry value

a1 = perf(a, 25); // Performance of stock for the last month
b1 = perf(b, 25); // Performance of industry for the last month

ratio = (a1 - b1); // Industry Relative Strength which consist of the difference of stock return and industry return over the previous month

buy = ratio > 0 and close > 5; // Buy only stocks that are outperforming their industry
SetSimLongRank(ratio); // Rank stocks by their industry relative strength value



To create this trading system:
- Select "Analysis -> Simulator"
- Click on "New" to create a new trading system
- Select "20" in "Number of Position" (top)
- At the bottom, set an N-Bar stop with "25" as value
- Select "Create trading system using the formula editor" tab
- Type the above strategy formula
- Click on "Create Trading System"

This trading system is already available in the sharing server. You can download it here: Industry Relative Strength.

Any questions?












3 comments (Log in)

QuantShare Blog
QuantShare
Search Posts




QuantShare
Recent Posts

Create Graphs using the Grid Tool
Posted 1449 days ago

Profile Graphs
Posted 1554 days ago

QuantShare
Previous Posts

More Posts

Back







QuantShare
Product
QuantShare
Features
Create an account
Affiliate Program
Support
Contact Us
Trading Forum
How-to Lessons
Manual
Company
About Us
Privacy
Terms of Use

Copyright © 2024 QuantShare.com
Social Media
Follow us on Facebook
Twitter Follow us on Twitter
Google+
Follow us on Google+
RSS Trading Items



Trading financial instruments, including foreign exchange on margin, carries a high level of risk and is not suitable for all investors. The high degree of leverage can work against you as well as for you. Before deciding to invest in financial instruments or foreign exchange you should carefully consider your investment objectives, level of experience, and risk appetite. The possibility exists that you could sustain a loss of some or all of your initial investment and therefore you should not invest money that you cannot afford to lose. You should be aware of all the risks associated with trading and seek advice from an independent financial advisor if you have any doubts.