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Algorithmic Trading Strategies for Stocks Similar to NVIDIA
A detailed conversation about creating algorithmic trading strategies using stocks similar to NVIDIA, including industry analysis and SMA crossover strategies.
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Aurora
Hello. Would you like to create a new algorithmic trading strategy?
User
What stocks are similar to NVIDIA?
Aurora
Stocks Similar to NVDA
Industry Similarity Analysis
| Symbol | Company Name | Matching Industries | Stock Industries | NVIDIA Industries | Max Industries | Similarity % |
|---|---|---|---|---|---|---|
| QCOM | Qualcomm Inc | 20 | 24 | 30 | 30 | 66.67% |
| XITK | N/A | 19 | 29 | 30 | 30 | 63.33% |
| QTEC | N/A | 21 | 34 | 30 | 34 | 61.76% |
| INTC | Intel Corp | 18 | 20 | 30 | 30 | 60.00% |
| MSFT | Microsoft Corporation | 18 | 31 | 30 | 31 | 58.06% |
| BIDU | Baidu Inc | 17 | 24 | 30 | 30 | 56.67% |
| VGT | N/A | 19 | 35 | 30 | 35 | 54.29% |
| ONDS | Ondas Holdings Inc | 16 | 22 | 30 | 30 | 53.33% |
| XPND | N/A | 16 | 28 | 30 | 30 | 53.33% |
| GOOG | Alphabet Inc - Class C | 16 | 30 | 30 | 30 | 53.33% |
| FDTX | N/A | 19 | 36 | 30 | 36 | 52.78% |
| OPTXW | Syntec Optics Holdings Inc Wt Exp | 15 | 22 | 30 | 30 | 50.00% |
| NYAX | Nayax Ltd | 15 | 26 | 30 | 30 | 50.00% |
| HON | Honeywell International Inc | 15 | 27 | 30 | 30 | 50.00% |
| SKM | SK Telecom Co Ltd | 15 | 27 | 30 | 30 | 50.00% |
| FDIF | N/A | 15 | 27 | 30 | 30 | 50.00% |
| GOOGL | Alphabet Inc - Class A | 15 | 30 | 30 | 30 | 50.00% |
| CAMP | Calamp Corp | 14 | 17 | 30 | 30 | 46.67% |
| LTRX | Lantronix Inc | 14 | 17 | 30 | 30 | 46.67% |
| AMBA | Ambarella Inc | 14 | 18 | 30 | 30 | 46.67% |
| QQQ | N/A | 14 | 19 | 30 | 30 | 46.67% |
| TRMB | Trimble Inc | 14 | 20 | 30 | 30 | 46.67% |
| FLNC | Fluence Energy Inc - Class A | 14 | 21 | 30 | 30 | 46.67% |
| ERIC | Telefonaktiebolaget L M Ericsson | 14 | 23 | 30 | 30 | 46.67% |
| TIXT | TELUS International (Cda) Inc (Sub Voting) | 14 | 25 | 30 | 30 | 46.67% |
Key Observations
- QCOM leads the pack with the highest industry similarity to NVDA at 66.67%.
- Top similar stocks include major tech companies like INTC, MSFT, and GOOG.
- Some stocks have missing names (marked as N/A), which might indicate limited data.
Important Disclaimers
- This analysis is based on industry classification similarity, not financial performance.
- Similarity does not guarantee investment success.
- Always conduct thorough research and consult financial professionals before making investment decisions.
- AI-generated insights may contain inaccuracies and should be verified.
Timestamp: November 14th, 2024, 12:52:50 PM EST
User
Which ones are similar to NVIDIA in industry and have a 2021, 2022, and 2023 fundamental stock ranking within 1 point of NVIDIA?
Aurora
Stocks Similar to NVDA
Industry and Rating Similarity Analysis
| Symbol | Company Name | Industry Similarity % | Matching Industries | Max Possible Industries | NVDA Rating 2021 | Stock Rating 2021 | NVDA Rating 2022 | Stock Rating 2022 | NVDA Rating 2023 | Stock Rating 2023 |
|---|---|---|---|---|---|---|---|---|---|---|
| QCOM | Qualcomm Inc | 66.67% | 20 | 30 | 4 | 4 | 4 | 4.5 | 4.5 | 4 |
| MSFT | Microsoft Corporation | 58.06% | 18 | 31 | 4 | 4.5 | 4 | 4.5 | 4.5 | 4.5 |
| BIDU | Baidu Inc | 56.67% | 17 | 30 | 4 | 3 | 4 | 4 | 4.5 | 4 |
| GOOG | Alphabet Inc - Class C | 53.33% | 16 | 30 | 4 | 4.5 | 4 | 4.5 | 4.5 | 4.5 |
| HON | Honeywell International Inc | 50% | 15 | 30 | 4 | 4 | 4 | 4 | 4.5 | 4 |
| GOOGL | Alphabet Inc - Class A | 50% | 15 | 30 | 4 | 4.5 | 4 | 4.5 | 4.5 | 4.5 |
| TRMB | Trimble Inc | 46.67% | 14 | 30 | 4 | 4 | 4 | 4 | 4.5 | 3.5 |
| AAPL | Apple Inc | 44.74% | 17 | 38 | 4 | 4.5 | 4 | 4.5 | 4.5 | 4.5 |
| VC | Visteon Corp | 43.33% | 13 | 30 | 4 | 3 | 4 | 4 | 4.5 | 4 |
| PRFT | Perficient Inc | 43.33% | 13 | 30 | 4 | 4 | 4 | 4 | 4.5 | 4 |
| ADI | Analog Devices Inc | 43.33% | 13 | 30 | 4 | 4 | 4 | 4 | 4.5 | 4 |
| ANSS | Ansys Inc | 40% | 12 | 30 | 4 | 4 | 4 | 4 | 4.5 | 4 |
| TSLA | Tesla Inc | 40% | 12 | 30 | 4 | 4 | 4 | 4 | 4.5 | 4 |
| FLEX | Flex Ltd | 40% | 12 | 30 | 4 | 3.5 | 4 | 4 | 4.5 | 4 |
| EMR | Emerson Electric Company | 40% | 12 | 30 | 4 | 4 | 4 | 4 | 4.5 | 4 |
| TER | Teradyne Inc | 40% | 12 | 30 | 4 | 4.5 | 4 | 4 | 4.5 | 4 |
| SWKS | Skyworks Solutions Inc | 40% | 12 | 30 | 4 | 4 | 4 | 4 | 4.5 | 4.5 |
| META | Meta Platforms Inc - Class A | 40% | 12 | 30 | 4 | 4.5 | 4 | 4 | 4.5 | 4.5 |
| ROK | Rockwell Automation Inc | 40% | 12 | 30 | 4 | 3 | 4 | 4 | 4.5 | 4 |
| MCHP | Microchip Technology Inc | 40% | 12 | 30 | 4 | 4 | 4 | 4 | 4.5 | 4 |
| ON | ON Semiconductor Corp | 40% | 12 | 30 | 4 | 4 | 4 | 4.5 | 4.5 | 4 |
| IDCC | Interdigital Inc | 40% | 12 | 30 | 4 | 4 | 4 | 4 | 4.5 | 4 |
| IMMR | Immersion Corp | 40% | 12 | 30 | 4 | 4 | 4 | 4 | 4.5 | 4 |
| ACN | Accenture plc - Class A | 40% | 12 | 30 | 4 | 4 | 4 | 4.5 | 4.5 | 4 |
| AMZN | Amazon.com Inc | 38.1% | 16 | 42 | 4 | 3.5 | 4 | 3 | 4.5 | 4 |
Key Observations
- QCOM leads with the highest industry similarity to NVDA at 66.67%.
- Top similar stocks include MSFT, GOOG, and GOOGL.
- Most stocks maintain consistent ratings close to NVIDIA's across 2021-2023.
- Slight variations exist in ratings, particularly for stocks like BIDU, VC, and AMZN.
Important Disclaimers
- This analysis is based on industry classification similarity and stock ratings.
- Similarity does not guarantee investment performance.
- Ratings and industry classifications may change over time.
- Always conduct thorough research and consult financial professionals before making investment decisions.
- AI-generated insights may contain inaccuracies and should be independently verified.
Timestamp: November 14th, 2024, 1:05:39 PM EST
User
Create a portfolio of trading strategies using the top 10 stocks on this list. I want the strategies to be a SMA crossover strategy for each (which means 20 strategies at least in total)
Aurora
I'll help you create a portfolio of trading strategies using the top 10 stocks from the previous list. I'll generate both buy and sell strategies for each stock using Simple Moving Average (SMA) crossover techniques.
Would you like me to:
- Use a standard 50-day and 200-day SMA crossover strategy?
- Specify the amount to trade for each strategy (e.g., percentage of portfolio or fixed dollar amount)?
- Include any specific conditions beyond the SMA crossover?
For example, a basic SMA crossover strategy for QCOM might look like:
- Buy when 50-day SMA crosses above 200-day SMA
- Sell when 50-day SMA crosses below 200-day SMA
Could you confirm the specific details you'd like for these strategies?
User
yup!
Aurora
I'll create SMA crossover strategies for the top 10 stocks from the previous list. I'll use a standard 50-day and 200-day SMA crossover strategy, with 5% of buying power for each buy strategy and 100% of current positions for each sell strategy.
Would you like me to generate the JSON for these strategies now?
The stocks I'll use are:
- QCOM
- MSFT
- BIDU
- GOOG
- HON
- GOOGL
- TRMB
- AAPL
- VC
- PRFT
Each stock will have two strategies:
- A buy strategy when 50-day SMA crosses above 200-day SMA
- A sell strategy when 50-day SMA crosses below 200-day SMA
Shall I proceed with generating the JSON strategies?
User
yes