Rest of code

rest.py

# Adjusted Close Price
st.header(f"Adjusted Close Price\n {company_name}")
st.line_chart(data['Adj Close'])

# ## SMA and EMA
#Simple Moving Average
data['SMA'] = talib.SMA(data['Adj Close'], timeperiod = 20)

# Exponential Moving Average
data['EMA'] = talib.EMA(data['Adj Close'], timeperiod = 20)

# Plot
st.header(f"Simple Moving Average vs. Exponential Moving Average\n {company_name}")
st.line_chart(data[['Adj Close','SMA','EMA']])

# Bollinger Bands
data['upper_band'], data['middle_band'], data['lower_band'] = talib.BBANDS(data['Adj Close'], timeperiod =20)

# Plot
st.header(f"Bollinger Bands\n {company_name}")
st.line_chart(data[['Adj Close','upper_band','middle_band','lower_band']])

# ## MACD (Moving Average Convergence Divergence)
# MACD
data['macd'], data['macdsignal'], data['macdhist'] = talib.MACD(data['Adj Close'], fastperiod=12, slowperiod=26, signalperiod=9)

# Plot
st.header(f"Moving Average Convergence Divergence\n {company_name}")
st.line_chart(data[['macd','macdsignal']])

## CCI (Commodity Channel Index)
# CCI
cci = ta.trend.cci(data['High'], data['Low'], data['Close'], n=31, c=0.015)

# Plot
st.header(f"Commodity Channel Index\n {company_name}")
st.line_chart(cci)

# ## RSI (Relative Strength Index)
# RSI
data['RSI'] = talib.RSI(data['Adj Close'], timeperiod=14)

# Plot
st.header(f"Relative Strength Index\n {company_name}")
st.line_chart(data['RSI'])

# ## OBV (On Balance Volume)
# OBV
data['OBV'] = talib.OBV(data['Adj Close'], data['Volume'])/10**6

# Plot
st.header(f"On Balance Volume\n {company_name}")
st.line_chart(data['OBV'])