A pinescript-like financial data analysis and trading package
Project description
pinetwig 0.2.0
PineTwig is a pinescript-like financial data analysis and trading package.
Requirements
- Python 3.7 or above on Windows, Linux or macOS
Installation
pip install pinetwig
Examples
Create main.py
file with one of the following examples:
Scraping data from Binance.
import pinetwig as pt
df = pt.getDataFromBinance(ticker="BTCUSDT", interval="1h", start="2 day ago UTC", end="now")
print(df)
Scraping data from TradingView.
import pinetwig as pt
df = pt.getDataFromTradingView(symbol="NASDAQ:AAPL", interval="5m", length=5000)
print(df)
List available indicators.
import pinetwig as pt
for i in pt.indicators.all:
print(i)
Generating a ray and visualizing.
import pinetwig as pt
x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
y = [-1, 1, -1, 1, -1, 1, -1, 1, -1, 1]
ray = pt.ray(x, (0, 0), (2, 1))
pt.visualize(lines={"Values": {"x": x, "y": y}, "Ray": {"x": x, "y": ray}})
Visualizing a financial dataframe.
import pinetwig as pt
df = pt.getDataFromBinance(ticker="BTCUSDT", interval="1h", start="2 day ago UTC", end="now")
df["SMA12"] = pt.sma(df["Close"], 12)
x, y = list(range(len(df))), df["Close"].tolist()
df["Ray1"] = pt.ray(x, (x[0], y[0]), (x[-1], y[-1]*1.02))
df["Ray2"] = pt.ray(x, (x[0], y[0]), (x[-1], y[-1]*0.98))
chart = pt.FancyChart(df, theme="light")
chart.show()
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Project details
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