Muzsham

Guess the correct answer?
$PNUT
PNUT
0.4464$BNB

+13.18%

claimed

Why $ETH Price is Pumping?
Ethereum (ETH) $ETH
ETH
2,320.75
+19.09%
is experiencing a price surge due to several factors based on recent market dynamics and sentiment:
1. Pro-Crypto Sentiment and Regulatory Optimism: Following Donald Trump's victory in the 2024 U.S. Presidential election, the market has reacted positively to his pro-crypto stance. Trump's ties to the DeFi sector and promises of regulatory clarity, including potential changes at the SEC, are seen as bullish catalysts for Ethereum. Analysts suggest this could drive significant capital inflows into ETH-linked ETFs, boosting demand.
2. Pectra Upgrade: The Ethereum network recently activated the Pectra upgrade (May 7, 2025), the most significant since the Merge. This upgrade enhances user experience with smart account wallet features, doubles L2 scaling data storage, and improves validator UX. Such technical advancements often increase investor confidence in Ethereum’s long-term potential
3. Ecosystem Growth: Ethereum’s ecosystem is thriving, with a record 15.4 million active addresses (a 62.7% surge in a week) and Layer 2 dominance at 6.65x, indicating robust scaling and adoption. This growth counters bearish narratives and supports price appreciation.
4. Market Dynamics: Increased capital inflows into Ethereum ETFs and broader market optimism, partly driven by Bitcoin’s rally, are spilling over to ETH. Historically, ETH tends to catch up after BTC’s initial surge, as investors rotate profits into altcoins.
5. Speculative Momentum: Posts on platforms like Reddit highlight community bullishness, with some analysts predicting ETH could double soon due to its undervaluation relative to Bitcoin and growing DeFi activity. However, these are speculative and not guaranteed.#$ETH #BTCtrade #

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Algorithmic Trading: A Quick Overview

Definition:
Algorithmic trading, or algo trading, uses computer programs to execute financial trades at speeds and frequencies impossible for humans.

Step-by-Step Creation of an Automated Trading System

1. Define the Strategy

Before coding, traders define a clear trading strategy. For example:
"Buy a stock if its 50-day moving average crosses above the 200-day moving average."

Illustration: Strategy Idea 

2. Code the Strategy (Python Example)

Python is a popular language due to libraries like pandas, NumPy, and backtrader.

import backtrader as bt class MovingAverageCrossStrategy(bt.Strategy): def __init__(self): self.sma1 = bt.ind.SMA(period=50) self.sma2 = bt.ind.SMA(period=200) def next(self): if self.sma1[0] > self.sma2[0] and self.sma1[-1] <= self.sma2[-1]: self.buy() elif self.sma1[0] < self.sma2[0] and self.sma1[-1] >= self.sma2[-1]: self.sell()

3. Backtest the Strategy#BTCtrade $BTC

Use historical data to test your strategy’s performance.

Illustration: Backtesting 

4. Deploy & Monitor

After backtesting, deploy your bot on a broker's API (e.g., Alpaca, Interactive Brokers) and monitor its real-time performance.

Illustration: Live Bot Dashboard 

#BTCtrade #$BTC # $#

Binance Secures $2B Investment Using Trump-Linked Crypto



Binance, the world’s largest crypto exchange, is making headlines with a $2 billion investment deal backed by a UAE fund, MGX. What's unusual? The deal uses USD1, a stablecoin launched by the Trump family’s World Liberty Financial.

Key Facts:

MGX acquires a stake in Binance using USD1.

Eric Trump and team promote the coin at Token2049 Dubai.

Deal sparks regulatory questions due to Binance’s legal past.

Market Buzz: Bitcoin rallies near $97K, hinting at renewed investor confidence in the crypto a$BTC #USStablecoinBill #BinanceLaunchpoolSXT $BNB #

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