import yfinance as yf import pandas as pd import streamlit as st def load_data(ticker, start_date, end_date): """ Loads stock data from Yahoo Finance for a single ticker and date range. Args: ticker (str): Stock ticker symbol. start_date (str): Start date in YYYY-MM-DD format. end_date (str): End date in YYYY-MM-DD format. Returns: pandas.DataFrame: DataFrame containing stock data for the ticker. """ try: data = yf.download(ticker, start=start_date, end=end_date) # Flatten the MultiIndex columns data.columns = data.columns.droplevel(1) # Drop the second level (ticker name) data.columns.name = None # Remove the column name if data is None or data.empty: st.error(f"No data found for ticker: {ticker}") return None return data except Exception as e: st.error(f"Error loading data: {e}") return None