Create app.py
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app.py
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import streamlit as st
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import mplfinance as mpf
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import pandas as pd
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import pandas_datareader as pdr
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# Dow 30 company symbols
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dow30_symbols = [
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'MMM', 'AXP', 'AAPL', 'BA', 'CAT', 'CVX', 'CSCO', 'KO', 'DOW', 'GS',
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'HD', 'HON', 'IBM', 'INTC', 'JNJ', 'JPM', 'MCD', 'MRK', 'MSFT', 'NKE',
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'PG', 'CRM', 'TRV', 'UNH', 'VZ', 'V', 'WBA', 'WMT', 'DIS'
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]
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@st.cache
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def get_stock_data(symbol):
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# Retrieve stock data using pandas_datareader
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df = pdr.get_data_yahoo(symbol)
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return df
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# Page title
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st.title("Dow 30 Candlestick Charts")
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# Loop through each Dow 30 company
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for symbol in dow30_symbols:
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st.subheader(symbol)
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# Retrieve stock data
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df = get_stock_data(symbol)
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# Create the candlestick plot
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mpf.plot(df, type='candle', style='charles')
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# Optional: Display the dataframe
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st.dataframe(df)
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# Add a horizontal line
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st.markdown("---")
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