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import yfinance as yf | ||
import pandas as pd | ||
import matplotlib.pyplot as plt | ||
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg | ||
import tkinter as tk | ||
import sys | ||
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window = tk.Tk() | ||
window.title("Stock Info") | ||
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fig = plt.Figure(figsize=(8, 6)) | ||
ax = fig.add_subplot(111) | ||
stock_symbol = input("Please provide the ticker symbol for the stock: ") # Example stock symbol | ||
# Check if the stock symbol is valid | ||
try: | ||
stock = yf.Ticker(stock_symbol) | ||
info = stock.info | ||
print(f"Stock symbol '{stock_symbol}' is valid.") | ||
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# Retrieve stock data from Yahoo Finance | ||
stock_data = yf.download(stock_symbol, start="2023-01-01", end="2023-05-31") | ||
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window_size = float(input("Enter the window size for the SMA: ")) | ||
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# Calculate the SMA for the specified window size | ||
stock_data['SMA'] = stock_data['Close'].rolling(window=window_size).mean() | ||
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# Reset the index to make the date column accessible | ||
stock_data.reset_index(inplace=True) | ||
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print(info.get('longName') or info.get('shortName')) | ||
except: | ||
print(f"Ticker symbol '{stock_symbol}' is not valid.") | ||
sys.exit(1) | ||
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# Graph | ||
# Plot the closing price and SMA | ||
ax.plot(stock_data['Date'], stock_data['Close'], label='Closing Price') | ||
ax.plot(stock_data['Date'], stock_data['SMA'], label=f'SMA {window_size}') | ||
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# Determine the trend based on the SMA relationship | ||
for i in range(window_size, len(stock_data)): | ||
if stock_data['SMA'].iloc[i] > stock_data['SMA'].iloc[i - 1]: | ||
ax.scatter(stock_data['Date'].iloc[i], stock_data['Close'].iloc[i], color='green', marker='^') | ||
else: | ||
ax.scatter(stock_data['Date'].iloc[i], stock_data['Close'].iloc[i], color='red', marker='v') | ||
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ax.set_xlabel('Date') | ||
ax.set_ylabel('Price') | ||
ax.set_title(f'Stock Price with SMA {window_size} Trend') | ||
ax.legend() | ||
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# Create a FigureCanvasTkAgg widget | ||
canvas = FigureCanvasTkAgg(fig, master=window) | ||
canvas.draw() | ||
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# Place the canvas in the Tkinter window | ||
canvas.get_tk_widget().pack() | ||
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# Info | ||
keywords = ['symbol', 'name', 'price', 'marketCap', 'dividendYield', 'trailingPE', 'forwardPE', 'previousClose', 'open', 'dayLow', 'dayHigh', 'regularMarketPreviousClose', 'regularMarketOpen', 'regularMarketDayLow', 'regularMarketDayHigh', 'dividendRate', 'beta', 'volume', 'regularMarketVolume', 'averageVolume', 'averageVolume10days', 'bid', 'ask', 'bidSize', 'askSize', 'fiftyTwoWeekLow', 'fiftyTwoWeekHigh', 'trailingAnnualDividendRate', 'trailingAnnualDividendYield', 'currency', 'enterpriseValue', 'profitMargins', 'floatShares', 'sharesOutstanding', 'sharesShort', 'sharesShortPriorMonth', 'heldPercentInsiders', 'heldPercentInstitutions', 'shortRatio', 'bookValue', 'priceToBook', 'earningsQuarterlyGrowth', 'netIncomeToCommon', 'trailingEps', 'forwardEps', 'pegRatio', 'enterpriseToRevenue', 'enterpriseToEbitda', '52WeekChange', 'SandP52WeekChange', 'exchange', 'currentPrice', 'targetHighPrice', 'targetLowPrice', 'targetMeanPrice', 'targetMedianPrice', 'recommendationMean', 'recommendationKey', 'numberOfAnalystOpinions', 'totalCash', 'totalCashPerShare', 'ebitda', 'totalDebt', 'quickRatio', 'currentRatio', 'totalRevenue', 'debtToEquity', 'revenuePerShare', 'returnOnAssets', 'returnOnEquity', 'grossProfits', 'freeCashflow', 'operatingCashflow', 'earningsGrowth', 'revenueGrowth', 'grossMargins', 'ebitdaMargins', 'operatingMargins', 'trailingPegRatio'] | ||
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# Create labels for filtered info | ||
for key, value in info.items(): | ||
if any(keyword in key.lower() for keyword in keywords): | ||
label_text = f"{key}: {value}" | ||
label = tk.Label(window, text=label_text) | ||
label.pack() | ||
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window.mainloop() |
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