In this blog, we learn about Fibonacci numbers, harmonic patterns, and how to find patterns of varying lengths and magnitudes. The trader can then apply Fibonacci ratios to the patterns and try to predict future movements.
This article is the final project submitted by the author as a part of his coursework in Executive Programme in Algorithmic Trading (EPAT™) at QuantInsti®. Do check our Projects page and have a look at what our students are building.
About the AuthorAn EPATian, Sanjeet Kumar is based in Delhi, India and has an MBA in Finance from Sikkim Manipal University.
A Senior Analyst working at ThoughtFocus, he holds the EPAT Certificate of Excellence.
Project AbstractHarmonic trading combines patterns and math into a trading method that is precise and based on the premise that patterns repeat themselves. The primary ratio is found in almost all natural and environmental structures and events; it is also found in man-made structures. Since the pattern repeats throughout nature and within society, the ratio is also seen in the financial markets, which are affected by the environments and societies in which they trade.
By finding patterns of varying lengths and magnitudes, the trader can then apply Fibonacci ratios to the patterns and try to predict future movements. The trading method is largely attributed to Scott Carney, although others have contributed or found patterns and levels that enhance performance.
What are 'Fibonacci Numbers/Lines'?The Fibonacci numbers and lines are technical indicators using a mathematical sequence developed by the Italian mathematician Leonardo Fibonacci. Fibonacci numbers are a sequence of numbers, starting with zero and one, created by adding the previous two numbers. For example, the early part of the sequence is 0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, and 144.
Harmonic PatternsHarmonic price patterns take geometric price patterns to the next level by using Fibonacci numbers to define precise turning points. Unlike other common trading methods, Harmonic trading attempts to predict future movements. Let's look at some examples of how harmonic price patterns are used to trade currencies in the Forex market.
Combine Geometry and Fibonacci NumbersHarmonic trading combines patterns and math into a trading method that is precise and based on the premise that patterns repeat themselves. At the root of the methodology is the primary ratio, or some derivative of it (0.618 or 1.618). Complementing ratios include: 0.382, 0.50, 1.41, 2.0, 2.24, 2.618, 3.14 and 3.618.
The primary ratio is found in almost all natural and environmental structures and events; it is also found in man-made structures. Since the pattern repeats throughout nature and within society, the ratio is also seen in the financial markets, which are affected by the environments and societies in which they trade.
By finding patterns of varying lengths and magnitudes, the trader can then apply Fibonacci ratios to the patterns and try to predict future movements. The harmonic trading method is largely attributed to Scott Carney, although others have contributed or found patterns and levels that enhance performance.
Issues with HarmonicsHarmonic price patterns are precise, requiring the pattern to show movements of a particular magnitude in order for the unfolding of the pattern to provide an accurate reversal point. A trader may often see a pattern that looks like a harmonic pattern, but the Fibonacci levels will not align in the pattern, thus rendering the pattern unreliable in terms of the harmonic approach. This can be an advantage, as it requires the trader to be patient and wait for ideal set-ups.
Harmonic patterns can gauge how long current moves will last, but they can also be used to isolate reversal points. The danger occurs when a trader takes a position in the reversal area and the pattern fails. When this happens, the trader can be caught in a trade where the trend rapidly extends against him. Therefore, as with all trading strategies, risk must be controlled.
It is important to note that patterns may exist within other patterns, and it is also possible that non-harmonic patterns may (and likely will) exist within the context of harmonic patterns. These can be used to aid in the effectiveness of the harmonic pattern and enhance entry and exit performance.
Several price waves may also exist within a single harmonic wave (for instance, a CD wave or AB wave). Prices are constantly gyrating; therefore, it is important to focus on the bigger picture of the time frame being traded. The fractal nature of the markets allows the theory to be applied from the smallest to largest time frames.
To use the method, a trader will benefit from a charting platform that allows him to plot multiple Fibonacci retracements to measure each wave.
The Visual Patterns and How to Trade ThemThere is quite an assortment of harmonic patterns which can be used for harmonic trading, although there are four that seem most popular. These are the Gartley, Butterfly, Bat, and Crab patterns.
The GartleyThe Gartley was originally published by H.M. Gartley in his book 'Profits in the Stock Market' and the Fibonacci levels were later added by Scott Carney in his book 'The Harmonic Trader'. The levels discussed below are from that book. Over the years, other traders have come up with some other common ratios. When relevant, those are mentioned as well.
The bullish pattern is often seen early in a trend, and it is a sign the corrective waves are ending and an upward move will ensue following point D. All patterns may be within the context of a broader trend or range and traders must be aware of that. (For related insight, see "Elliott Wave Theory").
It's a lot of information to absorb, but this is how to read the chart. We will use the bullish example.
The price moves up to A, it then corrects and B is a 0.618 retracement of wave A.
The price moves up via BC, and is a 0.382 to 0.886 retracement of AB.
The next move is down via CD, and it is an extension of 1.13 to 1.618 of AB.
Point D is a 0.786 retracement of XA. Many traders look for CD to extend 1.27 to 1.618 of AB.
The area at D is known as the potential reversal zone. This is where long positions could be entered, although waiting for some confirmation of the price starting to rise is encouraged. A stop loss is placed not far below entry, although addition stop-loss tactics are discussed in a later section.
For the bearish pattern, look to short trade near D, with a stop loss not far above.
The ButterflyThe butterfly pattern is different from the Gartley in that the butterfly has point D extending beyond point X.
Here we will look at the bearish example to break down the numbers.
The price is dropping to A.
The up wave of AB is a 0.786 retracement of XA.
BC is a 0.382 to 0.886 retracement of AB.
CD is a 1.618 to 2.24 extension of AB.
D is at a 1.27 extension of the XA wave.
D is an area to consider a short trade, although waiting for some confirmation of the price starting to move lower is encouraged. Place a stop loss not far above.
With all these patterns, some traders look for any ratio between the numbers mentioned, while others look for one or the other. For example, above it was mentioned that CD is a 1.618 to 2.24 extension of AB. Some traders will only look for 1.618 or 2.24, and disregard numbers in between unless they are very close to these specific numbers.
The BatThe bat pattern is similar to Gartley in appearance, but not in measurement.
Let's look at the bullish example.
There is a rise via XA.
B retraces 0.382 to 0.5 of XA.
BC retraces 0.382 to 0.886 of AB.
CD is a 1.618 to 2.618 extension of AB.
D is at a 0.886 retracement of XA.
D is the area to look for a long, although wait for the price to start rising before doing so. A stop loss can be placed not far below.
For the bearish pattern, look to short near D, with a stop loss not far above.
The CrabThe crab is considered by Carney to be one of the most precise of the patterns, providing reversals in extremely close proximity to what the Fibonacci numbers indicate.
This pattern is similar to the butterfly, yet different in measurement.
In a bullish pattern, point B will pullback 0.382 to 0.618 of XA.
BC will retrace 0.382 to 0.886 of AB.
CD extends 2.618 to 3.618 of AB.
Point D is a 1.618 extension of XA.
Take longs near D, with a stop loss not far below.
For the bearish pattern, enter a short near D, with a stop loss not far above.
Fine-Tuning Entries and Stop LossesEach pattern provides a potential reversal zone (PRZ), and not necessarily an exact price. This is because two different projections are forming point D. If all projected levels are within close proximity, the trader can enter a position in that area. If the projection zone is spread out, such as on longer-term charts where the levels may be 50 pips or more apart, look for some other confirmation of the price moving in the expected direction. This could be from an indicator, or simply watching price action.
A stop loss can also be placed outside the furthest projection. This means the stop loss is unlikely to be reached unless the pattern invalidates itself by moving too far.
The Bottom LineHarmonic trading is a precise and mathematical way to trade, but it requires patience, practice, and a lot of studies to master the patterns. The basic measurements are just the beginning. Movements that do not align with proper pattern measurements invalidate a pattern and can lead traders astray.
The Gartley, Butterfly, Bat, and Crab are the better-known patterns that traders watch for. Entries are made in the potential reversal zone when price confirmation indicates a reversal, and stop losses are placed just below a long entry or above a short entry, or alternatively outside the furthest projection of the pattern.
If you want to learn various aspects of Algorithmic trading then check out our Executive Programme in Algorithmic Trading (EPAT™). The course covers training modules like Statistics & Econometrics, Financial Computing & Technology, and Algorithmic & Quantitative Trading. EPAT™ is designed to equip you with the right skill sets to be a successful trader. Enroll now!Recommended read: Fibonacci Retracement Trading Strategy In Python
Disclaimer: The information in this project is true and complete to the best of our Student’s knowledge. All recommendations are made without guarantee on the part of the student or QuantInsti®. The student and QuantInsti® disclaim any liability in connection with the use of this information. All content provided in this project is for informational purposes only and we do not guarantee that by using the guidance you will derive a certain profit.
List of files in zip archive:
- Excel File containing OHLC data
- Python code to extract News URLs