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The night before the jobs report, what scares me most isn’t bad data—it’s setting a stop-loss only to get stopped out for nothing again. Expectations are for 65K new jobs and a 4.2% unemployment rate. If the numbers come in near expectations, the market will yawn; the farther they are from expectations, the more interesting things get. But every time my stop gets hit, the market turns around. I’m honestly afraid to set one now. What about you?
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What Is Trading Expectancy? How Can You Tell Whether a Strategy Has an Edge Over the Long Term?

In crypto trading, some people review their win rates and look for better entry points every day, yet overlook a more fundamental question: If you repeatedly trade according to the same set of rules, how much will you earn or lose on average per trade over the long term?

That is the question trading expectancy aims to answer.

First, what is trading expectancy?

Trading expectancy is the theoretical average return per trade under a given strategy and set of statistical conditions. It analyzes the
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$PUMP is basically flat near $0.0039 right now. Not much drama on the chart, but @Pumpfun still slammed Friday with about 47K launches. You watching the token or the launchpad tonight? #Solana
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Bought Funds on Alipay, Lost 6200 in 3 Months
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The Annual Traffic King Is About to Be Crowned! Gate Streamer and Creator Awards: Who’s the Real Pro?

The crypto world has no shortage of experts—it needs more people with both talent and an audience! Some study the market every day and deliver sharp analysis; some keep their livestreams lively with witty commentary, turning every market move into a joke; others attract countless fans with quality content and become community favorites.
The Gate Social Annual Streamer and Creator Awards are here!
This time, the spotlight isn’t just for trading pros—it’s also for those who create diligently, s
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$BTC Pay attention to the higher time frames. The lower time frames are too difficult to trade—afraid of going long at the top or short at the bottom.
As long as the weekly chart doesn't break below 70,000, I still see this as the early bull market. Those saying it will fall to 30,000 or 40,000, show your orders. Are you holding any short positions?? If not, could you analyze things rationally?? Why keep calling for 30,000 or 40,000?
Looking at the 4h chart, BTC is near the lower boundary of the ascending channel, with a confluence level at 70,500. The two relatively important support levels a
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The US military says “minor” while bombing Iran’s air defense systems—what kind of restraint is that!
Trump called the operation “minor” (small-scale), and the US military did strike Iran’s air defense systems; Iranian state media said two explosions were heard in the Suza area of Qeshm Island
Even more absurd, Qatar’s mediators’ bridging proposal is still on the table, Iranian officials are still reviewing it, differences remain over the conditions for nuclear talks, and diplomatic efforts have not been declared over—yet the US military still carried out a strike at this moment
Trump said the
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#每周来晒 #AITechSelloffPutsCryptoUnderPressure The Cross-Asset Spillover: High-Beta Tech Deleveraging Liquifies Crypto Margins

A synchronized liquidation wave is rippling across global financial desks as a severe unwind in artificial intelligence and semiconductor valuations spills directly into the digital asset ecosystem. When institutional risk parameters breach their tolerance thresholds in traditional equities, multi-strategy funds routinely treat liquid crypto allocations as an immediate capital source to cover margin calls and stabilize balance sheets. This structural capital flight has s
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The final rule allowing alternative investments such as crypto assets to be included in 401(k) retir
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In the past few days, @bot helped me flag 100+ X accounts that haven't posted in over two years, and I'm still trimming my following list.
Hitting unfollow feels like a formal goodbye to the old life.
Most of them are long-dead DeFi, GameFi, and NFT projects, along with friends who became silent after being worn down by brutal bear markets.
Times change, through all the highs and lows, just remember to always stay at the table.
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It's been a whole month already!!!
I guess I'm just not cut out to make a living as a creator.
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$ETH Holy shit! Long! ETH is now watching the 2350 level. If it breaks above, $1.385 billion in short positions will be liquidated, triggering a short squeeze and a sharp rally. The support level below is 2129; a break below it will liquidate long positions. The current bet is on a breakout higher, and going long offers a decent risk-reward ratio.$BTC ⬇️⬇️
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Ether is currently operating within a medium-term bearish framework, with this being an oversold rebound and recovery after a deep decline. The daily bearish structure remains intact, with no confirmed trend reversal signal; downside momentum on the 4-hour chart is gradually fading and entering a consolidation phase; on the 1-hour chart, price is staging a modest short-term rebound from low-level support, with short-term bullish sentiment showing some recovery. The three timeframes converge at 2279 to form resistance, making this the short-term dividing line between bulls and bears. As the reb
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🎁 5,000 USDT for grabs! Round 2️⃣ 6️⃣ of Growth Points Draw is ongoing!
Every draw wins! No trading volume required for new users! 🤩

💫 Stay active and earn points every day:
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🔹 Creators: Post designated token/trading card content — up to 300 pts/task

Unlock SPCX tokens, a Gate tri-fold keyboard, and exclusive vouchers!

👉 Try your luck now: https://www.gate.com/activities/pointprize?now_period=26
$BTC $ETH $TSLA
Gate_Square
🎁 5,000 USDT for grabs! Round 2️⃣ 6️⃣ of Growth Points Draw is ongoing!
Every draw wins! No trading volume required for new users! 🤩

💫 Stay active and earn points every day:
🔹 Square: Post, like, comment — up to 600 pts/day
🔹 Live: Watch, like, comment, share streams — up to 300 pts/day
🔹 Chat: Join discussions — up to 90 pts/day
🔹 Creators: Post designated token/trading card content — up to 300 pts/task

Unlock SPCX tokens, a Gate tri-fold keyboard, and exclusive vouchers!

👉 Try your luck now: https://www.gate.com/activities/pointprize?now_period=26
$BTC $ETH $TSLA
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#美股AI板块遭遇重挫 #每周来晒 This latest sell-off in U.S. AI stocks was a deleveraging-driven rout, but the AI trade has entered a deeper correction. From here, tech giants with stable cash flows look more attractive, while chip stocks need to be repriced based on valuations and expected returns.

Why it’s about more than deleveraging
The trigger was political: Democrats won both chambers, raising market concerns about tighter data center permitting and power-use regulations.
AI investment returns are being reassessed: Five cloud providers spent $556.9 billion on capital expenditures in the first nine m
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$ZEC Brutal shakeout by the market makers! Whale shorts down $9.52 million, NU7 freezes $16 million, market reversal tonight?

When others are fearful, I’m greedy—but before getting greedy, I need to see the market makers’ cards clearly.

Personal view: The whale data is glaring—162 long whales are up $4.99 million (64.81% profitable), while 668 short whales are sitting on $9.52 million in unrealized losses, with just 19.91% profitable. The shorts are being roasted over an open fire, but the liquidation map shows a large amount of long liquidation fuel piled up below 1290–1300.
The market make
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When a trading strategy starts to fail, should you adjust its parameters or stop trading?

The real danger isn’t that a strategy loses money, but that you don’t know why it’s losing and keep changing its parameters in an attempt to repair the returns curve.

A strategy may once have worked, but the market won’t always behave the same way.

A trend may turn into a range, liquidity may decline, trading costs may rise, and entry signals that once worked may gradually lose their edge.

So how should you tell?

Step one: Determine whether it’s a normal drawdown or a change in the strategy’s assumpt
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