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Crypto Terms:  Letter M

What is Moving Average Convergence Divergence (MACD)?

Meaning:
Moving Average Convergence Divergence (MACD) - a technical analysis indicator.
medium
2 minutes

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

Moving Average Convergence Divergence (MACD) is a technical analysis technique. It is a section of a trend-following momentum pointer that reveals the interactions among two price-moving averages.

It was created in the 1970s by Gerald Apel and is widely utilized by cryptocurrency traders to evaluate market momentum, and reveal possible entry and exit points alongside price behaviors.

The calculation is carried out by subtracting the 26-day exponential moving average (EMA) from the 12-day EMA.

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.

There are mainly two types of moving averages:

  • Exponential moving averages
  • Simple moving averages

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.

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.

Meaning that both lines and the histogram swing both below and above a line called the zero-line.

All in all, a moving average, which is utilized to calculate MACD, reveals the average value of past data over a particular time period.

Is MACD a Leading Indicator, or a Lagging Indicator?

The 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. 

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.

Bitcoin. Unfortunately, it closed four years after when a major hack took place.<\/p>\n<p>Prior to the event, it swiftly became <strong>the world's largest platform for buying and selling Bitcoin. <\/strong>According to statistics, this platform processed more than 70% of Bitcoin transactions over three years.<\/p>\n<p>To specify, it was February of 2014, when the crucial turn took place. The organization unveiled that <strong>approximately 850,000 BTC had been taken by hackers.<\/strong> The problematic thing was that 750,000 BTC belonged to clients. At that moment, the stoled amount would have been valued at about $450 million, and today, even at many billions.<\/p>\n<p>This episode was significant in the cryptocurrency industry because it demonstrated that a big portion of Bitcoin's total supply had vanished for good. It also prompted significantly more monitoring of Bitcoin exchanges and fostered the growth of decentralized alternatives in which investors have complete control over their funds on all occasions.<\/p>\n<p>Approximately a month after the website was shut down, about 200,000 BTC was found in an old wallet. Attempts to locate the rest missing cryptocurrencies have proved futile. <strong>According to projections, 127,000 credits have filed claims for compensation.<\/strong><\/p>\n<p>Also, a Japanese court has been entrusted with compensating victims, although it is quite probable that they will simply receive a portion of what they lost.<\/p>","definition":"a cryptocurrency exchange for buying and selling Bitcoin that closed after a major hack in 2014.","status":"published","meta_title":"What is Mt. Gox? Definition & Meaning | Crypto Wiki","meta_description":"Mt. Gox meaning: Mt. Gox - was a cryptocurrency exchange for buying and selling Bitcoin.","meta_keywords":null}" :prev-section="{"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}" :model="{"id":528,"wikipedia_url":"https:\/\/en.wikipedia.org\/wiki\/MACD","level":"medium","author_id":1,"created_at":"2023-06-19T06:59:00.000000Z","updated_at":"2023-10-05T18:14:05.000000Z","slug":"what-is-moving-average-convergence-divergence-macd","title":"What is Moving Average Convergence Divergence (MACD)?","section":"M","keyword":"Moving Average Convergence Divergence (MACD)","content":"<p>Moving Average Convergence Divergence (MACD) is a technical analysis technique. It is a section of <strong>a trend-following momentum pointer<\/strong> that reveals the interactions among two price-moving averages.<\/p>\n<p>It was created in the 1970s by Gerald Apel and is widely utilized by cryptocurrency traders to evaluate market momentum, and reveal possible entry and exit points alongside price behaviors.<\/p>\n<p>The calculation is carried out by subtracting the 26-day <a href=https://www.bitdegree.org/"//crypto//learn//crypto-terms//what-is-ema-exponential-moving-average/">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,"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: 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current-section="what-is-moving-average-convergence-divergence-macd">