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Home Crypto News & Analysis On-Chain Data & Metrics

10 important steps to in-depth analysis of the crypto market

by Dr. Jane Chen
March 4, 2024
in On-Chain Data & Metrics
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10 important steps to in-depth analysis of the crypto market
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This is the comprehensive guide to crypto market depth analysis,which is the ability of the market to withstand relatively large market orders without affecting the asset’s price is known as market depth.

Market depth is determined by counting the number of buy and sell orders at different price points on each side of the center price, taking into account the total level and width of open orders. The “Volume at stake,” or the order volume listed on an exchange’s order book with a non-negligible chance of being executed as a trade, is indicated by the market depth for a specific pair.

Depth map shown and described

Navigating the crypto market effectively requires a deeper analysis than just price charts. Here are 10 important steps to include in your in-depth analysis:

1. Understand Order Book Dynamics

Analyze the buy and sell orders at different price levels (bid-ask spread) to determine market sentiment and potential support/resistance.Identify large orders that can significantly affect price movements.

2. Use liquidity measures

Assess market liquidity through metrics such as order book depth, trading volume and exchange activity.Higher liquidity usually indicates smoother price movements and lower volatility.

3. Use Technical Analysis

Integrate tools such as moving averages, Bollinger Bands and Relative Strength Index (RSI) to identify trends, potential reversals and overbought / oversold conditions.Remember, technical indicators are not infallible and should be used in conjunction with other analyses.

4. Dive into Fundamental Analysis

Research project white papers, roadmaps, team backgrounds and adoption rates to understand a coin’s underlying value proposition and future potential.Assess the overall health of the cryptocurrency ecosystem and relevant market trends.

5. Track On-Chain Data

Analyze chain data such as active addresses, transaction volume and whale movements to gain insights into network usage and investor behavior.Platforms like Glass buttonand knife provides valuable on-chain data tools.

6. Monitor Social Media Buzz

Track community sentiment and news mentions on platforms like Twitter, Telegram and Reddit to gauge public interest and potential hype.Be aware of misinformation and filter out unreliable sources.

7. Consider macroeconomic factors

Understand how global economic events, interest rates and regulations can affect the overall crypto market and individual coins.Keep abreast of possible upcoming events that may affect market sentiment.

8. Analyze funding rates

Explore perpetual futures rates to gauge market sentiment towards a particular coin.Positive funding rates indicate bullishness, while negative rates indicate bearishness.

9. Look beyond market capitalization

While market cap is a widely used metric, consider alternative metrics such as network value to transaction volume (NVT) ratio for a more nuanced understanding of a coin’s value.

10. Backtest and refine your strategy

Test your analysis methods on historical data to assess their effectiveness.Constantly learn and adjust your strategies based on market evolution and your own experience.

Crypto market depth chart shown
Crypto market depth chart shown

A market depth chart visually represents the supply and demand dynamics for a cryptocurrency across different price levels. It provides insight into the density of both buy and sell orders that appear in the order book, and serves as a graphical depiction of market activity.

Essentially, the market depth chart mirrors the order book, illustrating the spread of limit buy and sell orders. On the chart, buy orders are depicted on the left in green, while sell orders are shown in red on the right.

The accumulation of buy orders forms a “buy wall”, while the accumulation of sell orders creates a “sell wall”. In particular, the center point on the graph corresponds to the current market price of the cryptocurrency.

The chart’s horizontal axis outlines the price range of outstanding limit orders, with prices rising from left to right. Meanwhile, the vertical axis reflects the cumulative value of orders at each price level.

Calculation

The cumulative volume of the base asset at various percentages from the mid price is all that is needed to calculate market depth. For example, the volume of all bids for Bitcoin that fall within 10% of the mid-price at which the order book snapshot was recorded is represented as the “Bid Volume 10%” for BTC/USD on Coinbase.

We will add the volume of all offers made within this 10% price range to determine the depth. On the other hand, the volume of all requests made within 10% of the center price will be the “Ask Volume 10%”.

As depicted in the graph above, the buying wall rises as the price falls, indicating an increase in demand as prices fall. This suggests that traders are expecting sufficient demand at lower prices, thus preventing the market price from falling below those levels.

Conversely, the sell wall rises as prices rise, indicating an increase in supply as prices escalate. A substantial selling wall implies traders’ confidence in the availability of ample supply, thus limiting the market price from exceeding those levels.

People choose to hold bitcoin for long-term investment purposes or engage in trading activities. A depth chart serves as a valuable tool for understanding the supply and demand dynamics of Bitcoin at specific instances across a spectrum of prices.

It functions as a graphical representation of an order book, which includes the outstanding buy or sell orders of an asset at different price levels. For individuals interested in trading, acquiring the skill to interpret a Bitcoin depth chart is essential to gaining insights into the market.

Understanding the chart’s components is essential to reading a depth chart. Although depth charts vary between exchanges, a typical Bitcoin depth chart consists of the following essential elements:

1. Bidding line

The cumulative value of the bids, or buy orders, at a specific Bitcoin price point is shown in the bid line. A green line that slopes negatively from left to right serves as its representation. Purchase orders are made with dollars or other fiat money.

2. Ask Lyn

The total value of the asks, or sell orders, at each price point is shown by the ask line. A red line that slopes negatively from right to left depicts this. Orders for sales are made in bitcoin.

3. Horizontal axis

the prices at which orders to buy and sell are placed.

4. Vertical axis

The total amount of money for which everyone has placed orders to sell bitcoin. On the left vertical axis, all buy orders’ total dollar value is displayed.

Now let’s describe the disadvantages of this tool:

1. Complexity –At first glance, the depth chart looks clumsy and complex. The concepts of the order book and the dynamics of the market must be understood in order to interpret information correctly.

2. Transient Volatility –Since DoM shows real-time data, the graph data can be highly volatile and subject to sudden changes. It is so challenging to decide whether to open or close a trade accurately and promptly.

3. Potential for manipulation –Large orders can be placed by “whales” or large market participants to sway sentiment or create a false sense of supply and demand.

4. Little historical information –In a short period of time, in-depth research usually gives an indication of the market’s current state.

5. Lack of context– While the DoM chart provides useful insights into the current state of the order book, it lacks the big picture and fundamental data that can influence price movement.

Market depth continues to be one of the tools for sophisticated research due to its capabilities and the availability of alternative techniques to study crypto-assets. It is only used to evaluate the state of the market in a short period of time and cannot on its own give a comprehensive picture of current conditions.

For this reason, you should always stick to your trading plan: inspect assets thoroughly, use tools (such as market depth) to study their price chart, and base judgments on information rather than feelings. Remember to manage hazards too!

What is 2% depth in Crypto?

The term “+2% depth” describes a feature that shows the order book depth for a certain trading pair on cryptocurrency exchange platforms. To put it another way, it displays the amount of buy and sell orders placed within a 2% range of the current market price.

How do you analyze market depth?

The order book of a security, which is a list of pending orders to buy or sell at various price points, can be used to determine market depth. Even for stocks with the largest daily volumes, there can be a significant enough imbalance of orders on any given day to cause significant volatility.

What is the depth of a crypto exchange?

Because order book depth provides important insights into the liquidity of the market and the possible price movements of a cryptocurrency, it is an essential component of trading. The amount of buy and sell orders at different price points is referred to as the depth of the order book.

Delving into crypto market depth analysis reveals a wealth of insights essential to navigating the dynamic landscape of digital assets. By carefully examining order book data and interpreting buy and sell orders at different price levels, traders gain a deeper understanding of market sentiment and liquidity dynamics.

Armed with this knowledge, investors can make more informed decisions, identify optimal entry and exit points, and effectively manage risk in the volatile cryptocurrency markets.

Disclaimer for Uncirculars, with a Touch of Personality:

While we love diving into the exciting world of crypto here at Uncirculars, remember that this post, and all our content, is purely for your information and exploration. Think of it as your crypto compass, pointing you in the right direction to do your own research and make informed decisions.

No legal, tax, investment, or financial advice should be inferred from these pixels. We’re not fortune tellers or stockbrokers, just passionate crypto enthusiasts sharing our knowledge.

And just like that rollercoaster ride in your favorite DeFi protocol, past performance isn’t a guarantee of future thrills. The value of crypto assets can be as unpredictable as a moon landing, so buckle up and do your due diligence before taking the plunge.

Ultimately, any crypto adventure you embark on is yours alone. We’re just happy to be your crypto companion, cheering you on from the sidelines (and maybe sharing some snacks along the way). So research, explore, and remember, with a little knowledge and a lot of curiosity, you can navigate the crypto cosmos like a pro!

UnCirculars – Cutting through the noise, delivering unbiased crypto news

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Dr. Jane Chen

Dr. Jane Chen

Armed with a PhD in cryptography and years of research, Dr. Chen dives deep into the technical intricacies of blockchain. Her insightful analyses of white papers and on-chain data provide a unique understanding of the technology's potential and limitations.

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