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Buy ethereum on local ethereum
Next, we determine the time five minutes ago. We can do that by taking the last date value from our DataFrame and subtracting 5 minutes using the Timedelta function built into Pandas. We will assign this value to the variable start_time. With the start_time value, we can filter our DataFrame down to contain only the last five minutes of data. From there, we can use max() and min() functions from Pandas to find the highest and lowest price. Now all we need to do is determine if there was a larger than 5% movement between the last price and either the maximum or minimum value, buy ethereum on local ethereum. If the latest price is 5% larger than the last value, we know Bitcoin is going up, and we will short Ethereum as part of our mean reversion strategy.
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↗️+0.28 Bitcoin BTC $42162.96 $798098975411
↗️+0.39 Ethereum ETH $3223.76 $384129890583
↗️+0.76 BNB BNB $473.09 $78911444853
↗️+0 Tether USDT $1 $78426428707
↗️+1.1 Solana SOL $143.96 $45132214275
↘️-0.07 USD Coin USDC $1 $44954150609
↗️+0.03 Cardano ADA $1.24 $41469961855
↗️+0.34 XRP XRP $0.76 $36234677017
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↗️+0.9 Polkadot DOT $26.52 $26194716773
↗️+0.67 Dogecoin DOGE $0.19 $25262894217
↗️+0.84 Avalanche AVAX $88.52 $21629780664
↗️+0.72 Shiba Inu SHIB $0 $16886083062
↗️+1.35 Polygon MATIC $2.22 $16264110993
↗️+0.04 Binance USD BUSD $1 $14256179631
↘️-0.3 NEAR Protocol NEAR $18.94 $11621611147
↗️+0.13 Crypto.com Coin CRO $0.45 $11377156623
↗️+0.62 Chainlink LINK $24.26 $11330775461
↗️+0.05 Wrapped Bitcoin WBTC $42124.01 $11242085653
↗️+0.22 TerraUSD UST $1 $10645716833
↗️+0.8 Litecoin LTC $139.16 $9659494805
↗️+0.65 Uniswap UNI $15.35 $9627079883
↗️+0.12 Dai DAI $1 $9486058145
↗️+1.33 Algorand ALGO $1.36 $8771703755
↗️+0.24 Cosmos ATOM $37.16 $8407399449
↗️+1.39 Fantom FTM $2.87 $7311800914
↗️+0.32 Bitcoin Cash BCH $382.21 $7244835880
↗️+0.5 TRON TRX $0.07 $6775102266
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Market information on 2022-01-14 12:36:53
Market capitalization: $ 2011 billion (+ 1.4%) 🔺 (against $ 1988 billion yesterday morning).
Weighted average Bitcoin rate $42163 (+0.27641218 %) 🔺 with a capitalization of $ 798 billion and a dominance index of 40%