ChadThackray’s gists

ChadThackray / polygon-data-2022.py

Created June 22, 2024 16:08

Free Crypto Price Data from Polygon.io in Python

	# Licensed under the MIT License. See comment below for full licence information.

	import requests
	import pandas as pd

	from datetime import date, datetime, timedelta
	import time


	def pull_1m_data(symbol, date):

ChadThackray / candles-vectorbt.py

Created June 22, 2024 15:55

Backtesting Candlestick Patterns in Python

	# Licensed under the MIT License. See comment below for full licence information.

	import vectorbt as vbt
	import yfinance as yf
	import pandas as pd

	from datetime import datetime, timedelta
	import talib

ChadThackray / dca-backtesting-py.py

Created June 22, 2024 15:45

Backtest Your Dollar Cost Average Strategy easily in Python

	# Licensed under the MIT License. See comment below for full licence information.

	import pandas as pd
	from backtesting import Backtest, Strategy

	from backtesting.test import GOOG
	import math


	class DCA(Strategy):

ChadThackray / ohlc-bitstamp.py

Created June 22, 2024 08:35

Historical Crypto candlestick/OHLC data from Bitstamp in Python

	# Licensed under the MIT License. See comment below for full licence information.

	import json
	import requests
	import pandas as pd
	import datetime


	start = "2021-11-01"
	end = "2021-11-10"

ChadThackray / candle-aggregation.py

Created June 22, 2024 08:32

Aggregating Candlesticks to different time-frames in python

	# Licensed under the MIT License. See comment below for full licence information.

	import pandas as pd

	"""
	df = pd.read_csv("minute-data.csv")[["unix","open","high","low","close","volume"]]

	df["date"] = pd.to_datetime(df["unix"], unit = "s")

	df.set_index("date", inplace=True)

ChadThackray / historical-data.py

Created June 22, 2024 08:25

Get Historical Crypto price data in Python

	# Licensed under the MIT License. See comment below for full licence information.

	import pandas as pd
	import yfinance as yf

	df = yf.Ticker("BTC-USD").history(period = "1d", interval = "1m")

	print(df)

ChadThackray / renko.py

Created June 22, 2024 08:21

Renko charts in python with mplfinance

	# Licensed under the MIT License. See comment below for full licence information.

	import mplfinance as mpl
	import pandas as pd
	import yfinance as yf

	## Data Gather
	btc = yf.Ticker("BTC-USD").history(period = "1mo", interval = "60m")

	print(btc)

ChadThackray / backtrader-indicators.py

Created June 22, 2024 08:16

Custom indicators in backtrader

	# Licensed under the MIT License. See comment below for full licence information.

	from datetime import datetime
	import backtrader as bt


	class OverUnderIndicator(bt.Indicator):
	lines = ('overunder',)

	def __init__(self):

ChadThackray / tradingview-to-backtrader.py

Created June 21, 2024 08:24

Translating a Tradingview strategy to Backtrader

	# Licensed under the MIT License. See comment below for full licence information.

	import backtrader as bt
	from datetime import datetime


	class SwingTrade(bt.SignalStrategy):
	params = (("closeThreshold",3),)

	def __init__(self):

ChadThackray / pandas-ta.py

Created June 21, 2024 08:21

Pandas-Ta quick start guide in python

	# Licensed under the MIT License. See comment below for full licence information.

	import pandas as pd
	import pandas_ta as ta
	import matplotlib.pyplot as plt
	import plotly.graph_objects as go

	df = pd.read_csv("btc.csv")[["unix","open","high","low","close"]]
	df.sort_values(by="unix", inplace = True)
	df["date"] = pd.to_datetime(df["unix"], unit = 's')

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