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Crypto Terms:  Letter M

What is Moving Average (MA)?

Meaning:
Moving Average (MA) - a technical indicator used by marketers to forecast the direction of the trend of an asset.
medium
3 minutes

Let's find out Moving Average (MA) meaning, definition in crypto, what is Moving Average (MA), and all other detailed facts.

Moving Average (MA) is a technical indicator that reacts to changes in financial market trends. Therefore, it is used by marketers to forecast the direction of the trend of an asset. The basic concept of MA is to take an asset's average closing price over an X amount of periods.

The MA graph usually consists of two lines (short-term MA and long-term MA). The gap between these lines indicates the amount of volume. If the gap is huge, it means that the level of volume is really high.

When the short-term MA line crosses the long-term MA line from below going up, it’s called a golden cross, and it signals a bullish trend (the price is increasing). However, when the short-term MA line crosses the long-term MA line from above going down, it’s called a death cross, and it means that there is a bearish trend in the price of an asset (the price is decreasing).

Why Is Moving Average (MA) Used?

Marketers use the MA to evaluate an asset's support and resistance by analyzing its market movements. The MA depicts the price activity in a straightforward manner that can be utilized by investors to predict a probability of a bullish or bearish trend.

What is the Best Moving Average (MA) Setting?

The best setting for Moving Average (MA) is:

  • Short-term MA – 50 days
  • Long-term MA – 200 days

Types of Moving Averages (MAs)

Overall there are four types of MAs – Smoothed, Weighted, Exponential, and Simple (or Arithmetic). However, Simple Moving Average (SMA) and Exponential Moving Average (EMA) are the two most popular ones in the financial industry.

Simple Moving Average (SMA)

The sum of all the data points in a given time period is divided by the total number of time periods to generate a Simple Moving Average (SMA).

The formula to calculate the SMA:

Glossary: Simple Moving Average formula.

Where:

n = total number of time periods

A = average in an ‘n’ period

Exponential Moving Average (EMA)

The Exponential Moving Average (EMA) focuses on recent price data while also retaining previous price insights for traders to examine and make informed investment decisions. Therefore, traders prefer using EMA more than SMA.

The formula to calculate the EMA:

Glossary: Exponential Moving Average formula.

Where:

EMA = Exponential Moving Average

Smoothing = 2 (increase it if you want the recent price observations to have a bigger impact on the EMA)

MA is one of the better indicators for traders, however, it’s best to use a combination of various indicators. Some of the other useful ones include the Aroon indicator, OBV, MACD, RSI, and the stochastic oscillator.

 

exponential moving average <strong>(EMA)<\/strong><\/strong><\/a> from the 12-day EMA.<\/p>\n<p>The MACD line is the outcome of the computation. The \"single line,\" a nine-day EMA of the MACD displayed on top of the MACD line, can therefore operate as a trigger for buy or sell signals. MACD indicators may be interpreted in a variety of ways, but the most popular include crosses, divergences, and quick rises\/falls.<\/p>\n<p>There are mainly two types of moving averages:<\/p>\n<ul>\n<li>Exponential moving averages<\/li>\n<li><strong>Simple moving averages<\/strong><\/li>\n<\/ul>\n<p>Simple moving averages prioritize fresher data, but exponential moving averages prioritize all data equally. To calculate the MACD Indicator, subtract two exponential moving averages from one other and plot the resulting values to form the MACD line.<\/p>\n<p>The MACD line then is utilized to calculate another exponential moving average which showcases the impulse line. The MACD histogram, on the other hand, reveals the difference between both lines.<\/p>\n<p>Meaning that both lines and the histogram swing both below and above a line called the zero-line.<\/p>\n<p>All in all, a moving average, which is utilized to calculate MACD, reveals the average value of past data over a particular time period.<\/p>\n<h3>Is MACD a Leading Indicator, or a Lagging Indicator?<\/h3>\n<p>The <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-is-moving-average-convergence-divergence-macd/">MACD indicator is a lagging indicator. Besides, all of the data used in MACD is based on the stock's previous price behavior. Because it is based on previous data, it will always \"lag\" the price.&nbsp;<\/p>\n<p>Nevertheless, a few traders utilize MACD histograms to forecast when a trend might shift. This element of the MACD may be seen as a leading predictor of future trend shifts by these traders.<\/p>","definition":"a technical analysis indicator.","status":"published","meta_title":"What is Moving Average Convergence Divergence (MACD)? Definition & Meaning | Crypto Wiki","meta_description":"Moving Average Convergence Divergence (MACD) meaning: Moving Average Convergence Divergence (MACD) - a technical analysis indicator.","meta_keywords":null}" :prev-section="{"id":880,"wikipedia_url":"https:\/\/en.wikipedia.org\/wiki\/Programming_language","level":"medium","author_id":1,"created_at":"2023-06-19T06:59:01.000000Z","updated_at":"2023-11-21T18:44:55.000000Z","slug":"what-is-motoko-programming-language-dfinity","title":"What is Motoko Programming Language (DFINITY)?","section":"M","keyword":"Motoko Programming Language (DFINITY)","content":"<p><strong>Motoko Programming Language<\/strong> (DFINITY) is a developer-friendly programming language designed for building <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-is-smart-contract/">smart contracts<\/strong><\/a> on decentralized internet. Its vision is to allow skill-diverse developer teams to build a new <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-are-decentralized-applications-dapps/">decentralized application<\/strong><\/a> generation that enables swapping and pairing of application components, in addition to being secure and scalable.<\/p>\n<p>This programming language allows developers to create complex software applications that minimize the possibility of exploitation. It does this by providing parity typing.<\/p>\n<p>Motoko programming language was originally developed as a language design exercise. The goal of this exercise was to investigate and evaluate how a programming language could perform was it able to utilize the security model of the Internet Computer and decentralization.<\/p>\n<p>DFINITY prompted the continued development of the Motoko Programming Language. Currently, it has a variety of features including:<\/p>\n<ul>\n<li>A solution to program in a <strong>statically-typed language facilitating type interference compiler<\/strong>;<\/li>\n<li>Implementation of lexical closures within crucial functions;<\/li>\n<li>Simplification of the pattern matching process through the use of algebraic data types;<\/li>\n<li>Resource management via automatic memory management;<\/li>\n<li>Enforced immutability and <strong>referential transparency<\/strong> offer stronger security.<\/li>\n<\/ul>\n<p>One of the benefits of the Motoko Programming Language is that it removes elements such as garbage collection (GC), communication through message passing, and memory management, among others.&nbsp;<\/p>\n<p>Moreover, it provides concurrency primitives, data type lists, and sets of abstractions so programmers can create powerful software applications&nbsp;<\/p>\n<p>What is DFINITY?<\/p>\n<p>DFINITY is a new type of <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-is-public-blockchain/">public blockchain<\/strong><\/a> that runs completely on the web. It&rsquo;s the first blockchain to facilitate the WebAssembly (WASM) virtual machine format in developing high-quality smart contracts.&nbsp;<\/p>\n<p>Threshold Relay is the consensus protocol that secures DFINITY and makes it scalable especially when talking about smart contracts. It&rsquo;s a well-established protocol that&rsquo;s known to combat cybercriminals who hack blockchains through the use of <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-is-51-attack/">51% attacks<\/strong><\/a>.&nbsp;<\/p>\n<p>Moreover, a new <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-is-proof-of-stake-pos/">proof-of-stake (PoS)<\/strong><\/a> beacon of randomness is in DFINITY&rsquo;s works. Smart contracts will utilize it to shuffle through various sets of data, randomly pick network participants as well as provide randomly generated numbers.&nbsp;<\/p>\n<p><strong>What is the Internet Computer?<\/strong><\/p>\n<p>The Internet Computer is a worldwide system of public computer networks that allows producers to operate general-purpose software while taking a decentralized approach.&nbsp;<\/p>\n<p>It&rsquo;s backed by the ICP coin. This coin allows the Internet Computer to cover the network computation and system governance costs.<\/p>","definition":"is a programming language that enables development on the Internet Computer.","status":"published","meta_title":"What is Motoko Programming Language (DFINITY)? Definition & Meaning | Crypto Wiki","meta_description":"Motoko Programming Language (DFINITY) meaning: Motoko Programming Language (DFINITY) - is a programming language that enables development on the Internet Computer.","meta_keywords":null}" :model="{"id":522,"wikipedia_url":"https:\/\/en.wikipedia.org\/wiki\/Moving_average#:~:text=A%20moving%20average%20is%20commonly,average%20will%20be%20set%20accordingly.","level":"medium","author_id":1,"created_at":"2023-06-19T06:59:00.000000Z","updated_at":"2023-11-21T18:48:49.000000Z","slug":"what-is-moving-average-ma","title":"What is Moving Average (MA)?","section":"M","keyword":"Moving Average (MA)","content":"<p><strong>Moving Average (MA) is a <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-are-technical-indicators/">technical indicator<\/a> that reacts to changes in financial market trends<\/strong>. Therefore, it is used by marketers to forecast the direction of the trend of an asset. The basic concept of MA is to take an asset's average closing price over an X amount of periods.<\/p>\n<p>The MA graph usually consists of two lines (short-term MA and long-term MA). <strong>The gap between these lines indicates the amount of <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-is-volume/">volume. If the gap is huge, it means that the level of volume is really high.<\/p>\n<p>When the short-term MA line crosses the long-term MA line <strong>from<\/strong><strong> below going up<\/strong>, it&rsquo;s called a <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-is-golden-cross/">golden cross<\/strong><\/strong><\/a>, and it signals a bullish trend <em>(the price is increasing)<\/em>. However, when the short-term MA line crosses the long-term MA line <strong>from above going down<\/strong>, it&rsquo;s called a <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-is-death-cross/">death cross<\/strong><\/a>, and it means that there is a bearish trend in the price of an asset <em>(the price is decreasing)<\/em>.<\/p>\n<h3>Why Is Moving Average (MA) Used?<\/h3>\n<p>Marketers use the MA to evaluate an asset's support and resistance by analyzing its market movements. The MA depicts the price activity in a straightforward manner that can be utilized by investors to <strong>predict a probability of a bullish or bearish trend<\/strong>.<\/p>\n<h3>What is the Best Moving Average (MA) Setting?<\/h3>\n<p>The best setting for Moving Average (MA) is:<\/p>\n<ul>\n<li>Short-term MA &ndash; 50 days<\/li>\n<li>Long-term MA &ndash; 200 days<\/li>\n<\/ul>\n<h2>Types of Moving Averages (MAs)<\/h2>\n<p>Overall there are four types of MAs &ndash; <strong>Smoothed, Weighted, Exponential, and Simple (or Arithmetic)<\/strong>. However, Simple Moving Average (SMA) and Exponential Moving Average (EMA) are the two most popular ones in the financial industry.<\/p>\n<h3>Simple Moving Average (SMA)<\/h3>\n<p>The sum of all the data points in a given time period is divided by the total number of time periods to generate a Simple Moving Average (SMA).<\/p>\n<p>The formula to calculate the SMA:<\/p>\n<p><img title=\"Glossary: Simple Moving Average formula.\" src=https://www.bitdegree.org/"https:////assets.bitdegree.org//crypto//storage//media//glossary-moving-average-formula-sma.o.jpg/" alt=\"Glossary: Simple Moving Average formula.\" width=\"181\" height=\"64\"><\/p>\n<p><em>Where:<\/em><\/p>\n<p><em>n = total number of time periods<\/em><\/p>\n<p><em>A = average in an &lsquo;n&rsquo; period<\/em><\/p>\n<h3>Exponential Moving Average (EMA)<\/h3>\n<p>The Exponential Moving Average (EMA) <strong>focuses on recent price data<\/strong> while also retaining previous price insights for traders to examine and make informed investment decisions. Therefore, traders prefer using EMA more than SMA.<\/p>\n<p>The formula to calculate the EMA:<\/p>\n<p><img title=\"Glossary: Exponential Moving Average formula.\" src=https://www.bitdegree.org/"https:////assets.bitdegree.org//crypto//storage//media//glossary-moving-average-formula-ema.o.jpg/" alt=\"Glossary: Exponential Moving Average formula.\" width=\"679\" height=\"76\"><\/p>\n<p><em>Where:<\/em><\/p>\n<p><em>EMA = Exponential Moving Average<\/em><\/p>\n<p><em>Smoothing = 2 (increase it if you want the recent price observations to have a bigger impact on the EMA)<\/em><\/p>\n<p>MA is one of the better indicators for traders, however, it&rsquo;s best to use a combination of various indicators. Some of the other useful ones include the <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-is-aroon-indicator/">Aroon indicator<\/strong><\/a>, <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-is-on-balance-volume-obv/">OBV, <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-is-moving-average-convergence-divergence-macd/">MACD, <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-is-relative-strength-index-rsi/">RSI, and the <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-is-stochastic-oscillator/">stochastic oscillator<\/strong><\/a>.<\/p>\n<p>&nbsp;<\/p>","definition":"a technical indicator used by marketers to forecast the direction of the trend of an asset.","status":"published","meta_title":"What is Moving Average (MA)? Definition & Meaning | Crypto Wiki","meta_description":"Moving Average (MA) meaning: Moving Average (MA) - a technical indicator used by marketers to forecast the direction of the trend of an asset.","meta_keywords":null,"author":{"id":1,"user_id":1,"created_at":"2023-05-03T14:30:55.000000Z","updated_at":"2023-05-11T07:18:20.000000Z","title":"Editor-In-Chief","slug":"aaron-s-editor-in-chief","description":"<p>Having completed a Master&rsquo;s degree on Economics, Politics &amp; Culture for the East Asia region, Aaron has written scientific papers with a comparative analysis of the differences between US&rsquo; Western and Japan&rsquo;s Collective forms of capitalism, 1945-2020.<\/p>\n<p>With close to a decade of experience in the FinTech industry, Aaron understands all of the biggest issues and struggles that crypto enthusiasts face. He&rsquo;s a passionate analyst who is concerned with data-driven and fact-based content, as well as that which speaks to both Web3 natives and industry newcomers.<\/p>\n<p>Aaron is the go-to person for everything and anything related to digital currencies. With a huge passion for blockchain &amp; Web3 education, Aaron strives to transform the space as we know it, and make it more approachable to complete beginners.<\/p>\n<p>Aaron has been quoted by multiple established outlets, and is a published author himself. Even during his free time, he enjoys researching the market trends, and looking for the next supernova.<\/p>","user":{"id":1,"first_name":"Aaron","last_name":"S.","email":"aaron@bitdegree.org","email_sanitized":"aaron@bitdegree.org","email_verified_at":"2023-12-01T09:40:20.000000Z","must_verify_email":false,"is_registered_with_wallet":false,"status":"active","country":"LT","last_connected_ip":"88.119.132.125","image_id":2641,"referral_token":"05TMu2NysXOCn525","referred_by":null,"created_at":"2023-05-03T14:30:55.000000Z","updated_at":"2024-01-09T15:22:21.000000Z","full_name":"Aaron S."}}}" :chapter-list="[{"id":1,"title":"Blockchain","slug":"blockchain","updated":null,"chapter":"crypto\/assets\/crypto-book\/chapters\/learn-blockchain.jpg","chapter_simple":"crypto\/assets\/crypto-book\/chapters-simple\/blockchain-101.jpg","rating":100,"sections":[{"chapter_id":1,"order":1,"slug":"what-is-blockchain","title":"What is the Blockchain?","status":"published","modified_content":null},{"chapter_id":1,"order":2,"slug":"decentralized-blockchain","title":"Anonymous & Decentralized Blockchains: The Cornerstone of Crypto","status":"published","modified_content":null},{"chapter_id":1,"order":3,"slug":"blockchain-transaction","title":"What is a Blockchain Transaction in Crypto?","status":"published","modified_content":null},{"chapter_id":1,"order":4,"slug":"crypto-fees","title":"The Different Types of Crypto Fees Explained","status":"published","modified_content":null},{"chapter_id":1,"order":5,"slug":"what-is-bridging-in-crypto","title":"The Key Notion Behind the Concept of Bridging in Crypto","status":"published","modified_content":null},{"chapter_id":1,"order":6,"slug":"types-of-blockchains","title":"Different Types of Blockchains: What to Look Out For?","status":"published","modified_content":null}]},{"id":2,"title":"Cryptocurrencies","slug":"cryptocurrencies","updated":null,"chapter":"crypto\/assets\/crypto-book\/chapters\/learn-cryptocurrencies.jpg","chapter_simple":"crypto\/assets\/crypto-book\/chapters-simple\/cryptocurrencies-101.jpg","rating":100,"sections":[{"chapter_id":2,"order":1,"slug":"what-is-a-cryptocurrency","title":"What is a Cryptocurrency?","status":"published","modified_content":null},{"chapter_id":2,"order":2,"slug":"how-does-cryptocurrency-work","title":"How Does Cryptocurrency Work?","status":"published","modified_content":null},{"chapter_id":2,"order":3,"slug":"is-cryptocurrency-a-good-investment","title":"Is Cryptocurrency a Good Investment? The Pros & Cons","status":"published","modified_content":null},{"chapter_id":2,"order":4,"slug":"coin-vs-token","title":"Coin VS Token: How Do They Differ?","status":"published","modified_content":null},{"chapter_id":2,"order":5,"slug":"what-are-stablecoins","title":"What are Stablecoins, Altcoins & Wrapped Coins?","status":"published","modified_content":null},{"chapter_id":2,"order":6,"slug":"what-is-a-bitcoin","title":"Bitcoin: the Pioneer of the Crypto World","status":"published","modified_content":null},{"chapter_id":2,"order":7,"slug":"what-is-ethereum","title":"The Ultimate Blockchain for dApp Creation: Ethereum","status":"published","modified_content":null},{"chapter_id":2,"order":8,"slug":"what-is-cardano-in-crypto","title":"What is Cardano and What is It Used For?","status":"published","modified_content":null},{"chapter_id":2,"order":9,"slug":"what-is-shiba-inu-coin","title":"Shiba Inu: the Dogecoin 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Standards","status":"published","modified_content":null},{"chapter_id":3,"order":5,"slug":"how-to-buy-crypto","title":"From Fiat to Crypto: How to Buy Crypto for the First Time","status":"published","modified_content":null},{"chapter_id":3,"order":6,"slug":"fiat-to-crypto","title":"Taking Profits: Turning Crypto Into Fiat","status":"published","modified_content":null},{"chapter_id":3,"order":7,"slug":"how-to-use-crypto","title":"You\u2019ve Got Crypto: What Can You Do With It?","status":"published","modified_content":null}]},{"id":4,"title":"Crypto Wallets","slug":"crypto-wallets","updated":false,"chapter":"crypto\/assets\/crypto-book\/chapters\/learn-crypto-wallets.jpg","chapter_simple":"crypto\/assets\/crypto-book\/chapters-simple\/crypto-wallets-101.jpg","rating":80,"sections":[{"chapter_id":4,"order":1,"slug":"what-is-a-crypto-wallet","title":"What is a Crypto Wallet?","status":"published","modified_content":null},{"chapter_id":4,"order":2,"slug":"hot-wallet-vs-cold-wallet","title":"Hot Wallet VS Cold Wallet: Which One to Pick?","status":"published","modified_content":null},{"chapter_id":4,"order":3,"slug":"non-custodial-wallet","title":"What are Non-Custodial Crypto Wallets?","status":"published","modified_content":null},{"chapter_id":4,"order":4,"slug":"what-is-metamask","title":"Metamask: The Leading Non-Custodial Wallet","status":"published","modified_content":null},{"chapter_id":4,"order":37,"slug":"how-safe-is-cryptocurrency","title":"The Key Crypto Wallet Safety Practices: How Safe Can Crypto Be?","status":"published","modified_content":null}]},{"id":5,"title":"NFTs","slug":"nfts","updated":null,"chapter":"crypto\/assets\/crypto-book\/chapters\/learn-nfts.jpg","chapter_simple":"crypto\/assets\/crypto-book\/chapters-simple\/nfts-101.jpg","rating":100,"sections":[{"chapter_id":5,"order":2,"slug":"how-to-trade-nfts","title":"NFT Trading: The Ins and Outs","status":"published","modified_content":null},{"chapter_id":5,"order":3,"slug":"buying-nft","title":"Tips and Tricks of Choosing the Right NFTs","status":"published","modified_content":null},{"chapter_id":5,"order":4,"slug":"how-to-store-nft","title":"How to Store NFTs: Best Practices","status":"published","modified_content":null},{"chapter_id":5,"order":5,"slug":"how-to-create-an-nft","title":"How to Create Your Own NFTs?","status":"published","modified_content":null},{"chapter_id":5,"order":6,"slug":"how-to-make-passive-money-with-nft","title":"Making Passive Money with NFTs","status":"published","modified_content":null}]},{"id":6,"title":"dApps & Defi","slug":"dapps-and-defi","updated":true,"chapter":"crypto\/assets\/crypto-book\/chapters\/learn-dapps.jpg","chapter_simple":"crypto\/assets\/crypto-book\/chapters-simple\/dapps-defi-101.jpg","rating":80,"sections":[{"chapter_id":6,"order":1,"slug":"what-are-nfts","title":"What are Non-Fungible Tokens (NFTs)?","status":"published","modified_content":null},{"chapter_id":6,"order":1,"slug":"what-is-defi","title":"What is Decentralized Finance (DeFi)?","status":"published","modified_content":null},{"chapter_id":6,"order":2,"slug":"what-is-defi-2-0","title":"DeFi 2.0: The New Version of Decentralized Finance","status":"published","modified_content":null},{"chapter_id":6,"order":3,"slug":"what-are-dapps-in-crypto","title":"What Are dApps and How Do They Work?","status":"published","modified_content":null},{"chapter_id":6,"order":4,"slug":"defi-dapps","title":"Picking the Right dApps: Dos and Don'ts","status":"published","modified_content":null},{"chapter_id":6,"order":5,"slug":"what-is-web-3-0","title":"Web 3.0: The Future of the Internet","status":"published","modified_content":null},{"chapter_id":6,"order":6,"slug":"what-are-smart-contracts","title":"What is the Core Purpose of Smart 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