Coinglass’s footprint chart deserves praise
It directly marks anomalies
Saving a lot of effort when reading the chart

As the bear market arrives, an era fades, and exchanges without staying power fall one after another....

What Is Class Imbalance? Why Can Cryptocurrency Prediction Models Look Accurate Yet Have No Trading Value?

In cryptocurrency quantitative trading, model accuracy can easily be misleading. If most periods in the test data do not feature a strong upward move that meets the defined criteria, a model that always predicts “no rise” may still achieve high accuracy, yet fail to identify genuine trading opportunities. This is the problem caused by class imbalance.

First, what is class imbalance?

Class imbalance occurs when the number of samples in different classes varies greatly in a dataset. For

What Is Multi-Timeframe Analysis? How Can You Combine Short and Long Timeframes to Avoid Making Wrong Decisions Based Only on Local Price Action?

In crypto trading, BTC may be rising on the 5-minute chart while still being in a clear downtrend on the 4-hour chart. If they only watch short timeframes, traders can mistake a rebound for a trend reversal. Multi-Timeframe Analysis involves observing price structure across different timeframes to help traders understand the relationship between local fluctuations and the broader trend.

First, what is multi-timeframe analysis?

It means observing m

BULLS ARE CAUGHT IN A TRAP $ACE USDT Short Trade Setup Is Ready

$ACE /USDT

Trade Direction: SHORT

Entry Range: 0.118840

Take-Profit Levels
🔹 TP1: 0.116324
🔹 TP2: 0.114647
🔹 TP3: 0.112131

🛑 Stop-Loss: 0.122195

$ACE ‌

People who last in perpetual futures all do three counterintuitive things.
They may sound uncomfortable, but these are exactly the things that keep them alive.
Counterintuitive #1: The more smoothly you’re making money, the smaller your position.
Most people add to their positions after making money, thinking, “I’ve got the feel for it.”
But that feeling isn’t skill—it just means the market happens to be moving in your favor.
Adding to your position then means increasing your bet when you’re least prepared.
The right approach: after three consecutive wins, proactively cut your position in half

$PIEVERSE It surged 24% in 24 hours, but the upper wick at 2.27 has already left chasers holding bags at the top.

Looking at the candlestick structure, the rally from 1.64 to 2.27 was a classic high-volume breakout. The 252M trading volume accompanied the price rise, showing that major players were putting real money to work, not just creating a fake pump. The problem is that after topping at 2.27, the price pulled back to around 2.06, leaving a clear upper wick as short-term profit-takers sold. Technically, after this kind of sharp rally, the key on the first pullback is whether it can hold

What Is a False Breakout? Why Might Prices Quickly Reverse After Breaking Through a Key Level?

In cryptocurrency trading, when BTC suddenly falls after breaking through resistance, or quickly rebounds after breaking below support, these movements may be related to false breakouts. A false breakout can lead traders to mistakenly believe a trend has formed, causing them to enter at the wrong level. Therefore, understanding how false breakouts form and how to identify them is an important part of managing trading risk.

First, what is a false breakout?

A false breakout occurs when the price bri

Something to learn from this $Ger40 setup👇
If you know how i trade you would notice my entries always has either an Inducement or an Engineered liquidity....
Well this trade met all my criteria for a potential trade setup except Inducement/Engineered liquidity, i could have easily risked it, but that would mean going against my rules...
A setup can look promising and still not deserve your money if it doesn't meet your trading rules.
One of the easiest ways to lose discipline as a trader is to start making exceptions for setups that look too good to miss. Once you start bending your rules f

Does Cooling Inflation Favor Gold or U.S. Stocks? The Next Rotation of Capital Could Be More Exciting Than Rate Cuts!

If U.S. inflation continues to fall, an interesting question will emerge in the market: will capital flow into gold, or embrace U.S. stocks again?
First, U.S. stocks. If inflation continues to improve, expectations for Fed rate cuts will rise, and financing costs are likely to gradually decline, potentially supporting valuations for tech and growth stocks. AI, semiconductors, and cloud computing in particular could once again become key areas of investor focus.
Next, gold. Gol

Are you seriously such a jerk? I held a short position all afternoon and just got out. I can't believe this #黄金CFD

If not buying the dip now, when? Wait patiently for the flowers to bloom

Watched an entire round of ETH price action from to ~$EcoPro Materials, and finally couldn't resist making a move today😝
Just 5 hours ago, an address that had been dormant for a full year, 0xB47…0511e, suddenly spent $5.4 million to buy $ETH at an average price of 2113.46. Just yesterday, this address had received 5.4 million USDT specifically to buy the dip—and more interestingly, the funds had been quietly sitting in the wallet ever since they were withdrawn from various exchanges three years ago, when ETH was still hovering around $1,500.
Address: 0xB47fD53847Ec8ab7d0956D611FF7D1760950511e
Risk wa

This is probably a good buy for the coming years $URNU

happy birthday to me…. again! 🎉