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A pinescript-like financial data analysis and trading package

Project description

pinetwig 0.2.2

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(ticker="NASDAQ:AAPL", interval="5m", length=5000)
print(df)

List available indicators and functions.

import pinetwig as pt

print("Indicators:", pt.all_indicators)
print("Functions:", pt.all_functions)

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)
df["Linear Reg."] = pt.linreg(list(range(len(df))), df["Close"].tolist())

chart = pt.FancyChart(df, theme="light")
chart.show()

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Project details


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