
import sys

sys.path.insert(0, ".")
sys.path.append("../")  # import py files from parent folders/..*


import pandas as pd
import yfinance as yf
import cufflinks as cf
import plotly.offline

cf.go_offline()
cf.set_config_file(offline=False, world_readable=True)

# Define the Ticker Symbol
ticker_symbol = "GOOG"

# Get the data on this ticker
ticker_data = yf.Ticker(ticker_symbol)

# Get the historical prices for the specified period
ticker_df = ticker_data.history(period="1d", start="2021-1-1", end="2023-6-15")

# Calculate Simple Moving Averages
ticker_df["SMA30"] = ticker_df["Close"].rolling(window=30).mean()
ticker_df["SMA100"] = ticker_df["Close"].rolling(window=100).mean()

# Define the data
data = [ticker_df["SMA30"], ticker_df["SMA100"], ticker_df["Close"]]

# Plot the chart
ticker_df.iplot(
    title="Moving Averages of " + ticker_symbol,
    xTitle="Date",
    yTitle="Price",
    theme="pearl",
)

SMA¶