Yes, publicly traded BTC mining companies do exist. Here are 10 stocks of companies that focus on Bitcoin mining as their main activity.
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Riot Blockchain (RIOT) - Primarily focuses on Bitcoin mining and is a US-based blockchain technology company: https://finance.yahoo.com/quote/RIOT/
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Hive Blockchain Technologies (HIVE.V) - Canadian cryptocurrency mining company operating in Iceland and Sweden: https://finance.yahoo.com/quote/HIVE.V/
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Marathon Patent Group (MARA) - Bitcoin mining and IP blockchain technology related investments. Reference: https://finance.yahoo.com/quote/MARA/
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Bit Digital (BTBT) - Bitcoin mining company that operates large-scale Bitcoin mining operations in the USA. Reference: https://finance.yahoo.com/quote/BTBT/
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Argo Blockchain (ARB.L) - Cryptocurrency mining company that operates large-scale, low-cost, and environmentally friendly mining operations in the UK. Reference: https://finance.yahoo.com/quote/ARB.L/
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Bitfarms (BITF) - Cryptocurrency mining company that operates large-scale operations in Canada. Reference: https://finance.yahoo.com/quote/BITF/
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DMG Blockchain Solutions (DMGI.V) - Diversely focused Canadian Blockchain and cryptocurrency company includes Bitcoin mining. Reference: https://finance.yahoo.com/quote/DMGI.V/
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Canaan Inc. (CAN) - ASIC microprocessors designer out of China for use in Bitcoin mining and other cryptocurrency-related applications. Reference: https://finance.yahoo.com/quote/CAN/
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BTCS Inc. (BTCS) - Blockchain technology and digital assets company that operates in USA and runs a secure Bitcoin mining operation. Reference: https://finance.yahoo.com/quote/BTCS/
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Hashchain Technology (KASH.V) - Canadian cryptocurrency mining company whose services including Bitcoin mining. Reference: https://money.tmx.com/en/quote/KASH
I used to dabble in MARA and RIOT some. MARA seemed pretty easy to predict when the last bull run was going. BTC went up, so did MARA. Perhaps since I last triedd dynamics are different though.
Not investment advice do your own research.