scrape_tests4 upgrade

RodneyFinkel · May 14, 2024 · fd7ee75 · fd7ee75
1 parent 605da2e
commit fd7ee75
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Showing 24 changed files with 143 additions and 159 deletions.
diff --git a/Figure_1.png b/Figure_1.png
diff --git a/Figure_2.png b/Figure_2.png
diff --git a/Figure_3.png b/Figure_3.png
diff --git a/__pycache__/stock2.cpython-311.pyc b/__pycache__/stock2.cpython-311.pyc
diff --git a/metric_graphs.py b/metric_graphs.py
@@ -9,7 +9,6 @@
 
 
 
-
 ticker_symbol = input('Please select ticker symbol: ')
 
 def get_sp500_stocks(ticker_symbol):
@@ -49,7 +48,7 @@ def get_stock_price2(ticker):
 
 def get_historical(ticker):
     stock = yf.Ticker(ticker)
-    history = stock.history(start='2019-01-01', end='2024-04-24') 
+    history = stock.history(start='2019-01-01', end='2024-05-04') 
     return history
 
 
@@ -94,83 +93,58 @@ def add_technical_indicators(data):
 
 def plot_technical_indicators(prices, ticker):
 
+    # Set background color to an even darker grey
+    # plt.style.use('bmh')
+    plt.rcParams['figure.facecolor'] = '#333333'  # Set figure background color
+    plt.rcParams['axes.facecolor'] = '#333333'    # Set axes background color
+    plt.rcParams['grid.color'] = 'white'          # Set gridlines color
+
     fig, ax = plt.subplots(4, 1, figsize=(16, 10), dpi=100)
 
     # Plot 20-day and 50-day moving averages
-    ax[0].plot(prices.index, prices['Close'], label='Close Price')
-    ax[0].plot(prices.index, prices['Close'], label='Close Price')
-    ax[0].plot(prices.index, prices['MA20'], label='20-day MA')
-    ax[0].plot(prices.index, prices['MA50'], label='50-day MA')
-    ax[0].fill_between(prices.index, prices['MA20'], prices['MA50'], alpha=0.35, color='gray', label='Moving Averages')
-    ax[0].set_title(f'{ticker}: Moving Averages')
-    ax[0].set_xlabel('Date')
-    ax[0].set_ylabel('Price')
+    ax[0].plot(prices.index, prices['Close'], label='Close Price', color='white')  # Change color to white
+    ax[0].plot(prices.index, prices['MA20'], label='20-day MA', color='blue')      # Change color to blue
+    ax[0].plot(prices.index, prices['MA50'], label='50-day MA', color='green')     # Change color to green
+    ax[0].fill_between(prices.index, prices['MA20'], prices['MA50'], alpha=0.35, color='#555555', label='Moving Averages')  # Change fill color to an even darker grey
+    ax[0].set_title(f'{ticker}: Moving Averages', color='white')  # Set title color to white
+    ax[0].set_xlabel('Date', color='white')  # Set xlabel color to white
+    ax[0].set_ylabel('Price', color='white')  # Set ylabel color to white
+    ax[0].grid(True, color='black', linestyle='--')  # Add gridlines
     ax[0].legend()
 
-
-    # Set a dark theme
-    template = "plotly_dark"
-
-    # Create a subplot figure
-    fig = make_subplots(rows=2, cols=1, shared_xaxes=True, subplot_titles=[
-        f'{ticker}: Moving Averages',
-        f'{ticker}: Bollinger Bands'
-    ])
-
-    # Plot 20-day and 50-day moving averages
-    fig.add_trace(go.Scatter(x=prices.index, y=prices['Close'], mode='lines', name='Close Price'), row=1, col=1)
-    fig.add_trace(go.Scatter(x=prices.index, y=prices['MA20'], mode='lines', name='20-day MA'), row=1, col=1)
-    fig.add_trace(go.Scatter(x=prices.index, y=prices['MA50'], mode='lines', name='50-day MA'), row=1, col=1)
-    fig.add_trace(go.Scatter(x=prices.index, y=prices['MA20'], fill='tonexty', fillcolor='rgba(128,128,128,0.3)', name='Moving Averages'), row=1, col=1)
-
-    # Plot Bollinger Bands
-    fig.add_trace(go.Scatter(x=prices.index, y=prices['Close'], mode='lines', name='Close Price'), row=2, col=1)
-    fig.add_trace(go.Scatter(x=prices.index, y=prices['UpperBand'], mode='lines', name='Upper Band'), row=2, col=1)
-    fig.add_trace(go.Scatter(x=prices.index, y=prices['LowerBand'], mode='lines', name='Lower Band'), row=2, col=1)
-    fig.add_trace(go.Scatter(x=prices.index, y=prices['UpperBand'], fill='tonexty', fillcolor='rgba(128,128,128,0.3)', name='Bollinger Bands'), row=2, col=1)
-
-    # Update layout for better appearance
-    fig.update_layout(
-        title=f'{ticker} Technical Indicators',
-        xaxis_rangeslider_visible=False,
-        template=template,
-        height=800,
-        showlegend=False,
-        paper_bgcolor='rgba(0,0,0,0)',
-        plot_bgcolor='rgba(0,0,0,0)',
-    )
-
-    # Show the figure
-    fig.show()
-
     # Plot RSI
-    ax[1].plot(prices.index, prices['RSI'], label='RSI')
+    ax[1].plot(prices.index, prices['RSI'], label='RSI', color='cyan')  # Change color to cyan
     ax[1].axhline(y=70, color='r', linestyle='--', label='Overbought')
     ax[1].axhline(y=30, color='g', linestyle='--', label='Oversold')
-    ax[1].set_title(f'{ticker}: RSI')
-    ax[1].set_xlabel('Date')
-    ax[1].set_ylabel('RSI')
+    ax[1].set_title(f'{ticker}: RSI', color='white')  # Set title color to white
+    ax[1].set_xlabel('Date', color='white')  # Set xlabel color to white
+    ax[1].set_ylabel('RSI', color='white')  # Set ylabel color to white
+    ax[1].grid(True, color='black', linestyle='--')  # Add gridlines
     ax[1].legend()
 
     # Plot MACD
-    ax[2].plot(prices.index, prices['MACD'], label='MACD')
-    ax[2].plot(prices.index, prices['signal'], label='Signal')
-    ax[2].set_title(f'{ticker}: MACD')
-    ax[2].set_xlabel('Date')
-    ax[2].set_ylabel('MACD')
+    ax[2].plot(prices.index, prices['MACD'], label='MACD', color='orange')  # Change color to orange
+    ax[2].plot(prices.index, prices['signal'], label='Signal', color='yellow')  # Change color to yellow
+    ax[2].set_title(f'{ticker}: MACD', color='white')  # Set title color to white
+    ax[2].set_xlabel('Date', color='white')  # Set xlabel color to white
+    ax[2].set_ylabel('MACD', color='white')  # Set ylabel color to white
+    ax[2].grid(True, color='black', linestyle='--')  # Add gridlines
     ax[2].legend()
-
-
+
     # Plot Bollinger Bands
-    ax[3].plot(prices.index, prices['Close'], label='Close Price')
-    ax[3].plot(prices.index, prices['UpperBand'], label='Upper Band')
-    ax[3].plot(prices.index, prices['LowerBand'], label='Lower Band')
-    ax[3].fill_between(prices.index, prices['LowerBand'], prices['UpperBand'], alpha=0.35, color='gray', label='Bollinger Bands')
-    ax[3].set_title(f'{ticker}: Bollinger Bands')
-    ax[3].set_xlabel('Date')
-    ax[3].set_ylabel('Price')
+    ax[3].plot(prices.index, prices['Close'], label='Close Price', color='magenta')  # Change color to magenta
+    ax[3].plot(prices.index, prices['UpperBand'], label='Upper Band', color='blue')  # Change color to blue
+    ax[3].plot(prices.index, prices['LowerBand'], label='Lower Band', color='green')  # Change color to green
+    ax[3].fill_between(prices.index, prices['LowerBand'], prices['UpperBand'], alpha=0.35, color='#555555')  # Change fill color to an even darker grey
+    ax[3].set_title(f'{ticker}: Bollinger Bands', color='white')  # Set title color to white
+    ax[3].set_xlabel('Date', color='white')  # Set xlabel color to white
+    ax[3].set_ylabel('Price', color='white')  # Set ylabel color to white
+    ax[3].grid(True, color='black', linestyle='--')  # Add gridlines
     ax[3].legend()
-
+
+    # Set gridlines color to white
+    plt.gca().yaxis.grid(color='white')
+
     plt.tight_layout()
     plt.show()
 

diff --git a/out/AAPL.csv b/out/AAPL.csv
@@ -1,9 +1,9 @@
-Date,Article sentiment,Article title,link,publisher
-2024-05-05T15:13:11.000Z,Nan too long,,,
-2024-05-05T15:00:24.000Z,Nan too long,,,
-2024-05-05T11:38:35.000Z,Nan too long,,,
-None,positive,"40.3% of Warren Buffett's $336 Billion Portfolio Is Invested in Apple. Should You Buy the Stock, Too?",https://finance.yahoo.com/m/7864c818-33f6-33e3-9f27-bc67b5f47d3d/40.3%25-of-warren-buffett%27s.html,Motley Fool
-2024-05-05T08:09:22.000Z,Nan too long,,,
-None,positive,"Got $5,000? These 3 Growth Stocks Are Near Their 52-Week Lows",https://finance.yahoo.com/m/ed9f9478-e417-3b9c-89c2-e17055c18bce/got-%245%2C000%3F-these-3-growth.html,Motley Fool
-None,positive,These 7 Stocks Make Up 84% of Warren Buffett's $336 Billion Stock Portfolio,https://finance.yahoo.com/m/f48fa7f3-f0a1-372a-a949-889c2935e085/these-7-stocks-make-up-84%25-of.html,Motley Fool
-2024-05-04T22:29:37.000Z,Nan too long,,,
+Date,Article title,link,publisher,Article sentiment
+None,"McDonald’s, Apple and Tesla can’t bet on making a fortune in China anymore",https://finance.yahoo.com/m/141e93ad-ddb1-3287-a8e6-368b90290b63/mcdonald%E2%80%99s%2C-apple-and-tesla.html,CNN Business,neutral
+None,Is the Apple Vision Pro Headset Worth the Price?,https://finance.yahoo.com/m/83e94fbe-8429-36b8-a1bb-81fc268993cc/is-the-apple-vision-pro.html,Motley Fool,neutral
+None,What Warren Buffett Is Selling and Saying,https://finance.yahoo.com/m/2ebdb434-9081-370b-9d3f-0b5b5dd08c14/what-warren-buffett-is.html,Motley Fool,neutral
+None,"Meme trade roars back to life, OpenAI's GPT-4o: Market Domination",https://finance.yahoo.com/video/meme-trade-roars-back-life-215638232.html,Yahoo Finance Video,neutral
+2024-05-13T21:40:29.000Z,,,,Nan too long
+None,iPad Pro vs. MacBook: The Great Apple Laptop Trade-Off,https://finance.yahoo.com/m/2894d96f-6fe5-3b01-a64c-b1096dca1c7c/ipad-pro-vs.-macbook%3A-the.html,The Wall Street Journal,neutral
+2024-05-13T20:48:42.000Z,Apple Reportedly Close To Deal With OpenAI To Add AI Features To iPhone,https://finance.yahoo.com/m/5134693b-177f-3676-a745-a6c437241cc7/apple-reportedly-close-to.html,Investor's Business Daily,negative
+2024-05-13T20:47:44.000Z,,,,Nan too long
diff --git a/out/AAPL.json b/out/AAPL.json
@@ -1 +1 @@
-[{"Date":"2024-05-05T15:13:11.000Z","Article sentiment":"Nan too long","Article title":null,"link":null,"publisher":null},{"Date":"2024-05-05T15:00:24.000Z","Article sentiment":"Nan too long","Article title":null,"link":null,"publisher":null},{"Date":"2024-05-05T11:38:35.000Z","Article sentiment":"Nan too long","Article title":null,"link":null,"publisher":null},{"Date":"None","Article sentiment":"positive","Article title":"40.3% of Warren Buffett's $336 Billion Portfolio Is Invested in Apple. Should You Buy the Stock, Too?","link":"https:\/\/finance.yahoo.com\/m\/7864c818-33f6-33e3-9f27-bc67b5f47d3d\/40.3%25-of-warren-buffett%27s.html","publisher":"Motley Fool"},{"Date":"2024-05-05T08:09:22.000Z","Article sentiment":"Nan too long","Article title":null,"link":null,"publisher":null},{"Date":"None","Article sentiment":"positive","Article title":"Got $5,000? These 3 Growth Stocks Are Near Their 52-Week Lows","link":"https:\/\/finance.yahoo.com\/m\/ed9f9478-e417-3b9c-89c2-e17055c18bce\/got-%245%2C000%3F-these-3-growth.html","publisher":"Motley Fool"},{"Date":"None","Article sentiment":"positive","Article title":"These 7 Stocks Make Up 84% of Warren Buffett's $336 Billion Stock Portfolio","link":"https:\/\/finance.yahoo.com\/m\/f48fa7f3-f0a1-372a-a949-889c2935e085\/these-7-stocks-make-up-84%25-of.html","publisher":"Motley Fool"},{"Date":"2024-05-04T22:29:37.000Z","Article sentiment":"Nan too long","Article title":null,"link":null,"publisher":null}]
+[{"Date":"None","Article title":"McDonald\u2019s, Apple and Tesla can\u2019t bet on making a fortune in China anymore","link":"https:\/\/finance.yahoo.com\/m\/141e93ad-ddb1-3287-a8e6-368b90290b63\/mcdonald%E2%80%99s%2C-apple-and-tesla.html","publisher":"CNN Business","Article sentiment":"neutral"},{"Date":"None","Article title":"Is the Apple Vision Pro Headset Worth the Price?","link":"https:\/\/finance.yahoo.com\/m\/83e94fbe-8429-36b8-a1bb-81fc268993cc\/is-the-apple-vision-pro.html","publisher":"Motley Fool","Article sentiment":"neutral"},{"Date":"None","Article title":"What Warren Buffett Is Selling and Saying","link":"https:\/\/finance.yahoo.com\/m\/2ebdb434-9081-370b-9d3f-0b5b5dd08c14\/what-warren-buffett-is.html","publisher":"Motley Fool","Article sentiment":"neutral"},{"Date":"None","Article title":"Meme trade roars back to life, OpenAI's GPT-4o: Market Domination","link":"https:\/\/finance.yahoo.com\/video\/meme-trade-roars-back-life-215638232.html","publisher":"Yahoo Finance Video","Article sentiment":"neutral"},{"Date":"2024-05-13T21:40:29.000Z","Article title":null,"link":null,"publisher":null,"Article sentiment":"Nan too long"},{"Date":"None","Article title":"iPad Pro vs. MacBook: The Great Apple Laptop Trade-Off","link":"https:\/\/finance.yahoo.com\/m\/2894d96f-6fe5-3b01-a64c-b1096dca1c7c\/ipad-pro-vs.-macbook%3A-the.html","publisher":"The Wall Street Journal","Article sentiment":"neutral"},{"Date":"2024-05-13T20:48:42.000Z","Article title":"Apple Reportedly Close To Deal With OpenAI To Add AI Features To iPhone","link":"https:\/\/finance.yahoo.com\/m\/5134693b-177f-3676-a745-a6c437241cc7\/apple-reportedly-close-to.html","publisher":"Investor's Business Daily","Article sentiment":"negative"},{"Date":"2024-05-13T20:47:44.000Z","Article title":null,"link":null,"publisher":null,"Article sentiment":"Nan too long"}]
diff --git a/out/AMZN.csv b/out/AMZN.csv
@@ -0,0 +1,9 @@
+Date,Article title,link,publisher,Article sentiment
+None,"Top 4 ""Secret"" Artificial Intelligence (AI) Stocks You Should Know",https://finance.yahoo.com/m/5c6af639-3aa0-3aad-8d44-74819262da42/top-4-%22secret%22-artificial.html,Motley Fool,negative
+None,Here's How Amazon Stock Benefits From the Artificial Intelligence (AI) Investing Frenzy,https://finance.yahoo.com/m/41c2613a-c699-3706-9020-70d645363dea/here%27s-how-amazon-stock.html,Motley Fool,negative
+None,1 Warren Buffett Stock That Could Go Parabolic in 2024,https://finance.yahoo.com/m/7fb3967d-b096-3360-b798-48c25d3a087a/1-warren-buffett-stock-that.html,Motley Fool,negative
+None,1 Stock I Wouldn't Touch With a 10-Foot Pole -- and Here's Why,https://finance.yahoo.com/m/37f5d981-4532-300f-bccc-13c15e7ac1c1/1-stock-i-wouldn%27t-touch-with.html,Motley Fool,negative
+None,Amazon Stock Is at an Inflection Point. It's Time to Buy the Stock Like There's No Tomorrow.,https://finance.yahoo.com/m/591e47a8-8cab-3e95-b999-ecd5cea4e20c/amazon-stock-is-at-an.html,Motley Fool,negative
+None,40.2% of Warren Buffett's $362 Billion Portfolio Is Invested in 2 Artificial Intelligence (AI) Stocks,https://finance.yahoo.com/m/59364185-3d9a-37c4-963c-a81771928ddf/40.2%25-of-warren-buffett%27s.html,Motley Fool,negative
+None,Best Stock to Buy Right Now: Amazon vs. Apple,https://finance.yahoo.com/m/15be9fa0-15ec-3f14-801c-78826b6bf674/best-stock-to-buy-right-now%3A.html,Motley Fool,negative
+2024-05-10T23:39:54.000Z,,,,Nan too long
diff --git a/out/AMZN.json b/out/AMZN.json
@@ -0,0 +1 @@
+[{"Date":"None","Article title":"Top 4 \"Secret\" Artificial Intelligence (AI) Stocks You Should Know","link":"https:\/\/finance.yahoo.com\/m\/5c6af639-3aa0-3aad-8d44-74819262da42\/top-4-%22secret%22-artificial.html","publisher":"Motley Fool","Article sentiment":"negative"},{"Date":"None","Article title":"Here's How Amazon Stock Benefits From the Artificial Intelligence (AI) Investing Frenzy","link":"https:\/\/finance.yahoo.com\/m\/41c2613a-c699-3706-9020-70d645363dea\/here%27s-how-amazon-stock.html","publisher":"Motley Fool","Article sentiment":"negative"},{"Date":"None","Article title":"1 Warren Buffett Stock That Could Go Parabolic in 2024","link":"https:\/\/finance.yahoo.com\/m\/7fb3967d-b096-3360-b798-48c25d3a087a\/1-warren-buffett-stock-that.html","publisher":"Motley Fool","Article sentiment":"negative"},{"Date":"None","Article title":"1 Stock I Wouldn't Touch With a 10-Foot Pole -- and Here's Why","link":"https:\/\/finance.yahoo.com\/m\/37f5d981-4532-300f-bccc-13c15e7ac1c1\/1-stock-i-wouldn%27t-touch-with.html","publisher":"Motley Fool","Article sentiment":"negative"},{"Date":"None","Article title":"Amazon Stock Is at an Inflection Point. It's Time to Buy the Stock Like There's No Tomorrow.","link":"https:\/\/finance.yahoo.com\/m\/591e47a8-8cab-3e95-b999-ecd5cea4e20c\/amazon-stock-is-at-an.html","publisher":"Motley Fool","Article sentiment":"negative"},{"Date":"None","Article title":"40.2% of Warren Buffett's $362 Billion Portfolio Is Invested in 2 Artificial Intelligence (AI) Stocks","link":"https:\/\/finance.yahoo.com\/m\/59364185-3d9a-37c4-963c-a81771928ddf\/40.2%25-of-warren-buffett%27s.html","publisher":"Motley Fool","Article sentiment":"negative"},{"Date":"None","Article title":"Best Stock to Buy Right Now: Amazon vs. Apple","link":"https:\/\/finance.yahoo.com\/m\/15be9fa0-15ec-3f14-801c-78826b6bf674\/best-stock-to-buy-right-now%3A.html","publisher":"Motley Fool","Article sentiment":"negative"},{"Date":"2024-05-10T23:39:54.000Z","Article title":null,"link":null,"publisher":null,"Article sentiment":"Nan too long"}]
diff --git a/out/GE.csv b/out/GE.csv
@@ -1,9 +1,9 @@
 Date,Article sentiment,Article title,link,publisher
+2024-05-13T10:20:06.000Z,Nan too long,,,
 2024-05-10T13:24:03.000Z,Nan too long,,,
 None,neutral,Spin-Off Stocks Surprise to Start 2nd Quarter,https://finance.yahoo.com/news/spin-off-stocks-surprise-start-213937835.html,GuruFocus.com
-2024-05-08T16:57:01.000Z,negative,GE Aerospace Cruises At A 15-Year High — Is GE Stock A Buy?,https://finance.yahoo.com/m/67528bb6-55dd-307c-ba1e-c2b1ae97aa0e/ge-aerospace-cruises-at-a.html,Investor's Business Daily
+2024-05-08T16:57:01.000Z,neutral,GE Aerospace Cruises At A 15-Year High — Is GE Stock A Buy?,https://finance.yahoo.com/m/67528bb6-55dd-307c-ba1e-c2b1ae97aa0e/ge-aerospace-cruises-at-a.html,Investor's Business Daily
 2024-05-08T10:48:10.000Z,Nan too long,,,
+2024-05-07T17:03:54.000Z,Nan too long,,,
 None,neutral,"If You'd Invested $10,000 in General Electric Stock 10 Years Ago, Here's How Much You'd Have Today",https://finance.yahoo.com/m/ee99007e-60d3-3b2c-8be7-eb03921cebc7/if-you%27d-invested-%2410%2C000-in.html,Motley Fool
 2024-05-06T19:15:25.000Z,Nan too long,,,
-None,neutral,Is GE Aerospace Stock Going to $185? 1 Wall Street Analyst Thinks So.,https://finance.yahoo.com/m/431afbdc-b95a-3d87-bcc4-830c8ebaefd1/is-ge-aerospace-stock-going.html,Motley Fool
-None,neutral,"GE Aerospace Stock Has 17% Upside, According to 1 Wall Street Analyst",https://finance.yahoo.com/m/c1f49104-cd1d-3355-8bcf-4039d25a829f/ge-aerospace-stock-has-17%25.html,Motley Fool
Original file line number	Diff line number	Diff line change
		@@ -1 +1 @@
		[{"Date":"2024-05-05T15:13:11.000Z","Article sentiment":"Nan too long","Article title":null,"link":null,"publisher":null},{"Date":"2024-05-05T15:00:24.000Z","Article sentiment":"Nan too long","Article title":null,"link":null,"publisher":null},{"Date":"2024-05-05T11:38:35.000Z","Article sentiment":"Nan too long","Article title":null,"link":null,"publisher":null},{"Date":"None","Article sentiment":"positive","Article title":"40.3% of Warren Buffett's $336 Billion Portfolio Is Invested in Apple. Should You Buy the Stock, Too?","link":"https:\/\/finance.yahoo.com\/m\/7864c818-33f6-33e3-9f27-bc67b5f47d3d\/40.3%25-of-warren-buffett%27s.html","publisher":"Motley Fool"},{"Date":"2024-05-05T08:09:22.000Z","Article sentiment":"Nan too long","Article title":null,"link":null,"publisher":null},{"Date":"None","Article sentiment":"positive","Article title":"Got $5,000? These 3 Growth Stocks Are Near Their 52-Week Lows","link":"https:\/\/finance.yahoo.com\/m\/ed9f9478-e417-3b9c-89c2-e17055c18bce\/got-%245%2C000%3F-these-3-growth.html","publisher":"Motley Fool"},{"Date":"None","Article sentiment":"positive","Article title":"These 7 Stocks Make Up 84% of Warren Buffett's $336 Billion Stock Portfolio","link":"https:\/\/finance.yahoo.com\/m\/f48fa7f3-f0a1-372a-a949-889c2935e085\/these-7-stocks-make-up-84%25-of.html","publisher":"Motley Fool"},{"Date":"2024-05-04T22:29:37.000Z","Article sentiment":"Nan too long","Article title":null,"link":null,"publisher":null}]
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