pandas - SMA is not plotting properly alongside the normal price chart

Question

change = price['adjclose'].diff(1)
change.dropna(inplace=True)

positive = change.copy()
negative = change.copy()

positive[positive<0] = 0
negative[negative>0] = 0

days = 10

average_gain = positive.rolling(window=days).mean()
average_loss = abs(negative.rolling(window=days).mean())

simple_moving_average = change.rolling(window=days).mean()

relative_strength = average_gain/average_loss
RSI = 100.0-(100.0/(1.0+relative_strength))

combined = pd.DataFrame()
combined['adjclose'] = price['adjclose']
combined['RSI'] = RSI
combined['SMA'] = simple_moving_average



#PLOTTING

plt.figure(figsize=(12,8))
ax1 = plt.subplot(211)
ax1.plot(combined.index, combined['adjclose'], color='lightgrey')
ax1.plot(combined['SMA'], color='green')
ax1.set_title("Adjusted Close Price", color='white')
ax1.grid(True, color='#555555')
ax1.set_axisbelow(True)
ax1.set_facecolor('black')
ax1.figure.set_facecolor('#121212')
ax1.tick_params(axis='x', colors='white')
ax1.tick_params(axis='y', colors='white')

The RSI graph is showing properly. However, when plotting the SMA alongside the price, the value of the SMA is very low and is not even close to the actual price. What am I doing wrong?

Answer 1

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