Hull Moving Average

The Hull Moving Average (HMA) is a technical indicator used in financial markets to analyze and smooth price data, facilitating trend identification and reducing lag compared to traditional moving averages. Developed by Alan Hull, the HMA combines aspects of simple and exponential moving averages to create a more responsive and accurate trend-following tool.

How is Hull Moving Average different from other moving averages

Unlike the conventional moving averages, the Hull Moving Average incorporates weighted moving averages and a square root factor, resulting in a smoother curve that reacts more swiftly to price changes. This enhanced responsiveness makes the HMA particularly useful for traders seeking to capture trends with minimal delay, providing a valuable alternative to the more typical simple and exponential moving averages in the realm of technical analysis.

Customize the HMA with optional parameters

Our API offers you the added benefit of adjusting the period parameter in the Hull Moving Average (HMA) to tailor your technical analysis precisely to your liking. This feature enables you to customize the indicator based on your specific trading preferences and timeframes. By tweaking the period, you have control over the number of candles or periods considered in the HMA calculation. Opting for a shorter period provides you with a more responsive HMA, ideal for capturing rapid trend changes. Conversely, choosing a longer period results in a smoother HMA that excels at identifying prolonged trends, catering to those with a patient trading approach. Fine-tune the period parameter and enhance your ability to adapt the Hull Moving Average to different market conditions so that it aligns with your preferred trading style. See the examples below.

Get started with the hma

Simply make an HTTPS [GET] request or call in your browser:

			[GET] https://api.taapi.io/hma?secret=MY_SECRET&exchange=binance&symbol=BTC/USDT&interval=1h&period=50

API response

The hma endpoint returns a JSON response like this:

			{
  "value": 39382.09102020482
}
Example response from TAAPI.IO when querying hma endpoint.

API parameters

secret
Required String
The secret which is emailed to you when you request an API key.
exchange
Required String
The exchange you want to calculate the indicator from: binance, binancefutures or one of our supported exchanges. For other crypto / stock exchanges, please refer to our Client or Manual integration methods.
symbol
Required String
Symbol names are always uppercase, with the coin separated by a forward slash and the market: COIN/MARKET. For example: BTC/USDT Bitcoin to Tether, or LTC/BTC Litecoin to Bitcoin...
interval
Required String
Interval or time frame: We support the following time frames: 1m, 5m, 15m, 30m, 1h, 2h, 4h, 12h, 1d, 1w. So if you're interested in values on hourly candles, use interval=1h, for daily values use interval=1d, etc.
backtrack
Optional Integer
The backtrack parameter removes candles from the data set and calculates the hma value X amount of candles back. So, if you are fetching the hma on the hourly and you want to know what the hma was 5 hours ago, set backtrack=5. The default is 0.
chart
Optional String
The chart parameter accepts one of two values: candles or heikinashi. candles is the default, but if you set this to heikinashi, the indicator values will be calculated using Heikin Ashi candles. Note: Pro & Expert Plans only.
addResultTimestamp
Optional Boolean
true or false. Defaults to false. By setting to true the API will return a timestamp with every result (real-time and backtracked) to which candle the value corresponds. This is especially helpful when requesting a series of historical values using the results parameter.
fromTimestamp
New Optional String
The start of the time range in Unix epoch time. For example: 1685577600
toTimestamp
New Optional String
The end of the time range in Unix epoch time. For example: 1731456000 If you only use fromTimestamp, the API will return all results from that time until present.
gaps
Optional Boolean
true or false. Defaults to true. By setting to false, the API will ensure that there are no candles missing. This often happens on lower timeframes in thin markets. Gaps will be filled by a new candle with 0 volume, and OHLC set the the close price of the latest candle with volume.
results
New Optional String
number or max. Use this parameter to access historical values on the past X candles until the most recent candle. Use max to return all available historical values. Returns an array with the oldest value on top and most recent value returned the last.
period
Required Integer

Specify the HMA length – the number of candles used to calculate the moving average.

More examples

Let's say you want to know the hma value on the last closed candle on the 30m timeframe. You are not interest in the real-time value, so you use the backtrack=1 optional parameter to go back 1 candle in history to the last closed candle.

				[GET] https://api.taapi.io/hma?secret=MY_SECRET&exchange=binance&symbol=BTC/USDT&interval=30m&period=50&backtrack=1
Get hma values on each of the past X candles in one call

Let's say you want to know what the hma daily value was each day for the previous 10 days. You can get this returned by our API easily and efficiently in one call using the results=10 parameter:

				[GET] https://api.taapi.io/hma?secret=MY_SECRET&exchange=binance&symbol=BTC/USDT&interval=1d&period=50&results=10

Looking for even more integration examples in different languages like NodeJS, PHP, Python, Curl or Ruby? Continue to [GET] REST - Direct documentation.