pythonfixPlot 3 different Pandas Dataframes in the same chart
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Contents
import pandas as pd
import numpy as np
from matplotlib import pyplot as plt
#using numpy's randint to generate some data
df1 = pd.DataFrame(np.random.randint(0,100,size=(10, 2)), columns=list('XY'))
df2 = pd.DataFrame(np.random.randint(0,100,size=(10, 2)), columns=list('XY'))
df3 = pd.DataFrame(np.random.randint(0,100,size=(10, 2)), columns=list('XY'))
df1.head(), df2.head(), df3.head()
( X Y
0 82 32
1 79 13
2 87 19
3 6 73
4 1 38,
X Y
0 47 62
1 41 0
2 98 78
3 63 83
4 31 59,
X Y
0 57 25
1 49 27
2 9 29
3 93 75
4 23 80)
# Get handle of first figure to pass to other plot() calls as ax
ax = df1.plot(color="red", figsize=(10,5))
df2.plot(ax=ax, color="orange", figsize=(10,5))
df3.plot(ax=ax, color="green", figsize=(10,5))
# Note: subsequent plots need to happen in the same notebook cell.
<AxesSubplot:>
