cheep stocks extremly bullis today?

The deep research logic is organized as follows: 

Okay, let's tackle this question. The user is asking about "cheap stocks extremely bullish today." First, I need to understand what they mean by "cheap" and "extremely bullish." From the references, there's a query that lists stocks with closing price < $5, percentage change > 5%, volume ratio > 2, and sorted by quantitative recommendation score. The results from that query are in Reference 1. 

The user is interested in stocks that are both cheap (price under $5) and showing strong bullish signals. They mentioned following stocks like BABA, AMD, LX, and NVDA, which are typically larger companies, but the user is now looking for cheaper options. Their strategy is based on technical analysis, so I should focus on recent price movements, volume, and any news that could drive further gains.

Looking at Reference 1, the top 10 stocks meet the criteria of closing price < $5, percentage change > 5%, and volume ratio > 2. The quantitative recommendation score is also a factor, but the user didn't specify a threshold there. However, in Reference 6, a query for stocks with closing price < $5, percentage change > 10%, volume ratio > 5, and quantitative recommendation score > 0.6 found 0 results. So, the stocks in Reference 1 are the best candidates.

Next, I need to check if there's any recent news or events that could impact these stocks. Reference 7 provides pre-market data for these stocks on 2025-06-05. For example, AGMH (AGM Group) has a pre-market price of $3.94, up from $3.76, with a volume of 4.65 million shares. That's a significant increase. CDIO (Cardio Diagnostics) is also up pre-market. 

Also, Reference 17 lists penny stocks (price < $1) with high percentage changes. SILO.O (Silo Pharma) is there with a 15.17% increase. But since the user is asking for "cheap" stocks, maybe under $5, but the main focus is on the top 10 from Reference 1.

The user's profile mentions a focus on technical analysis, so I should highlight the price changes, volume ratios, and any potential breakouts. For example, AGMH has a 33.81% increase and a volume ratio of 13.45, which is much higher than the threshold. This could indicate a strong bullish signal. Similarly, CDIO with a 13.41% increase and volume ratio 6.31 might be breaking out.

I should also consider the economic calendar (Reference 2) for any upcoming events that could affect these stocks. However, the main events are inflation data and earnings from larger companies, which might not directly impact these smaller stocks. 

Another point is the user's interest in short-term gains. The stocks listed in Reference 1 have shown significant price movements in the last day, which aligns with their strategy. The quantitative recommendation scores are moderate, but the technical indicators (price change, volume) are strong.

I need to structure the answer by first listing the top candidates, then analyzing each with relevant data, and finally providing a conclusion. Make sure to include the visualization for the query in Reference 1. Also, mention the pre-market data from Reference 7 to show current momentum. 

Potential risks include high volatility and low liquidity, which the user should be aware of. But since they're looking for high-potential stocks, the upside might outweigh the risks for a short-term strategy.

### 🚀 **Top 10 Cheap Stocks Showing Extreme Bullish Momentum Today**
Based on **closing price < $5**, **percentage change > 5%**, **volume ratio > 2**, and **quantitative recommendation scores**, here’s a detailed analysis of the most bullish penny stocks as of **2025-06-05** .

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#### 📊 **Key Metrics & Analysis**
| Stock Code | Stock Name | Last Price | Last Change | Volume Ratio | Quant. Rec. Score | Pre-Market Price | Key Takeaway |
|-------------|----------------------|------------|-------------|--------------|-------------------|------------------|------------------------------------------------------------------------------|
| **CDIO** | Cardio Diagnostics | $4.99 | +13.41% | 6.31 | 0.76 | $5.15 | Strong pre-market surge (+13.41%) with high liquidity . |
| **AGMH** | AGM Group | $3.76 | +33.81% | 13.45 | 0.70 | $3.94 | Explosive 33.81% gain; volume jumped 13.45x . |
| **NCEW** | New Century | $1.39 | +9.45% | 44.98 | 0.47 | $1.35 | Ultra-high volume ratio (44.98x) signals institutional activity . |
| **SILO** | Silo Pharma | $0.57 | +15.17% | 45.90 | 0.45 | $0.60 | Penny stock breakout with 15.17% rally and 45.9x volume spike . |
| **NIO** | NIO | $3.75 | +6.23% | 2.03 | 0.50 | $3.70 | Moderate upside (+6.23%) with stable liquidity . |
| **STAI** | ScanTech AI | $0.79 | +11.25% | 6.75 | 0.52 | $0.82 | AI-focused penny stock surging 11.25% . |
| **JDZG** | Jiade | $0.57 | +8.53% | 2.66 | 0.46 | $0.56 | Steady 8.53% gain with low-to-moderate volume . |
| **SHPH** | Shuttle | $0.18 | +10.00% | 2.83 | 0.46 | $0.18 | Micro-cap stock consolidating at $0.18 . |
| **VCIG** | VCI Global | $3.26 | +5.84% | 3.54 | 0.75 | $3.06 | Moderate upside (+5.84%) with balanced liquidity . |
| **NBY.A** | Novabay | $0.60 | +7.14% | 5.18 | 0.53 | $0.597 | Biotech stock showing 7.14% rally . |

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#### 🌟 **Top Picks for Today**
1. **AGM Group (AGMH)**: The highest percentage gain (+33.81%) and volume ratio (13.45x) make this a **must-watch** for short-term traders .
2. **Silo Pharma (SILO)**: A penny stock breakout with a 15.17% surge and 45.9x volume spike .
3. **New Century (NCEW)**: Ultra-high liquidity (44.98x volume ratio) suggests institutional buying .

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#### 📉 **Risks to Watch**
- **High Volatility**: These stocks are prone to sharp price swings.
- **Low Liquidity**: Some micro-caps (e.g., SHPH, NBY.A) have limited trading volumes.
- **Market Sentiment**: Recent Fed comments on interest rates could impact risk appetite .

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#### 📊 **Conclusion**
For **short-term traders** seeking high-potential **cheap stocks**, **AGMH**, **SILO**, and **NCEW** stand out as the most bullish options today. Stay vigilant on pre-market activity and volume trends .

Closing Price < $5; Percentage Change > 5%; Volume Ratio > 2; Top 10 Sorted by Quantitative Recommendation Score
|code|stock code|stock name|Last Price|Last Change|Closing Price[20250604]|Percentage Change[20250604]|Volume Ratio[20250604]|Quantitative Recommendation Score|market_code|
|---|---|---|---|---|---|---|---|---|---|
|CDIO|CDIO.O|Cardio Diagnostics|4.99|13.409091|4.99|13.409099999999999|6.3121|0.7575113378684808|186|
|VCIG|VCIG.O|VCI Global|3.26|5.844156|3.26|5.8442|3.5389|0.7480550568521844|186|
|AGMH|AGMH.O|AGM Group|3.76|33.807829|3.76|33.8078|13.4477|0.7039134264502329|186|
|NBY|NBY.A|Novabay|0.597|7.142856999999999|0.597|7.142900000000001|5.175|0.5338201456633771|170|
|STAI|STAI.O|ScanTech AI|0.7899|11.253521|0.7899|11.253499999999999|6.7488|0.5212727272727272|185|
|NIO|NIO.N|NIO|3.75|6.232295000000001|3.75|6.2323|2.0323|0.5022333891680625|169|
|NCEW|NCEW.O|New Century|1.39|9.448819|1.39|9.4488|44.9792|0.47055811571940603|186|
|JDZG|JDZG.O|Jiade|0.5663|8.528172000000001|0.5663|8.5282|2.6591|0.4646866589773163|186|
|SHPH|SHPH.O|Shuttle|0.1848|10|0.1848|10|2.8276|0.4608648056923919|186|
|SILO|SILO.O|Silo Pharma|0.571|15.167406|0.571|15.1674|45.8978|0.45247296366196343|186|