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Correlation Summary of Cryptocurrencies: Price Vs. Various Data Points
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EthereumBitcoinMonero
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Modeled after Y=m(x) + bModeled after Y=m(x) + bModeled after Y=m(x) + b
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VariableTxns/SecondTxns/BlockTxn Size (Bytes)Gas Usage/Day (Gwei)VariableTxns/SecondTxns/BlockTxn ValueTxn Size (Bytes)VariableTxns/SecondTxns/BlockTxn ValueTxn Size (Bytes)
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r (correlation coefficient)95.08%94.39%-28.17%94.93%
r (correlation coefficient)
73.83%72.35%81.37%22.31%
r (correlation coefficient)
56.04%xxx
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Output Average$38$38$38$38Output Average$303$303$303$303Output Average$36xxx
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Standard Deviation Outputs$77$77$77$77
Standard Deviation Outputs
$500$500$500$500
Standard Deviation Outputs
$11xxx
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Input Average0.7113162,545,707,619Input Average1514$492469Input Average0.027xxx
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Standard Deviation of Inputs0.8142313,575,694,405
Standard Deviation of Inputs
1.07616$720208
Standard Deviation of Inputs
0.01xxx
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Slope (m):945.16-0.090.00Slope (m):3450.590.570.54Slope (m):922xxx
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Axis cross (B):-25.35-1868-14Axis cross (B):-8.981.632652Axis cross (B):11.43xxx
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Solves for YSolves for YSolves for Y
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(x)----data point variable7.0066.00250.0012,563,169,019(x)----data point variable12.00600.00$3,000600.00(x)----data point variable0.05xxx
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(y)----price$630$323$44$242(y)----price$4,133$354$1,721$374(y)----price$58xxx
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**Enter an assumption to row 18 to get a predicted price for each variable.
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Price Correlation Coefficient MatrixTxns/SecondTxns/BlockTxn Size (Bytes)Gas Usage/Day (Gwei)Txn Value
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Ethereum95.1%94.4%-28.2%94.9%x
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Bitcoin73.8%72.4%22.3%x81.4%
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Monero56.0%xx
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