Now me have 13 letters, auf wiedersehen!
Calculation tool for max hover count added :'-(
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import matplotlib.pyplot as plt
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import numpy as np
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import pandas as pd
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import math
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data = pd.read_csv('Jumps calculating.csv', index_col=0, header=1)
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data = data.apply(pd.to_numeric)
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fig, ax = plt.subplots()
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threshold = data.iloc[0,0]
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offset = threshold*0.05
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print(data.shape)
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data = data[(data > threshold-offset) & (data < threshold+offset)].fillna(0)
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indexNotNaN = np.flatnonzero(data)
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x = indexNotNaN // data.shape[1]
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y = indexNotNaN % data.shape[1]
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x = [data.index[i] for i in x]
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# x.append(6660)
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print(x)
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y = [int(data.columns[i]) for i in y]
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# y.append(1)
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print(y)
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X = np.array([[1, math.log(i), 1/math.sqrt(i)] for i in x])
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pX = np.linalg.pinv(X)
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w = np.dot(pX, y)
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print(w)
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tmpX = range(1, 666)
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tmpY = np.array([np.dot(np.array([1, math.log(i), 1/math.sqrt(i)]), w) for i in tmpX])
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ax.scatter(x, y)
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ax.plot(tmpX, tmpY)
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plt.show()
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print(data)
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