A library for financial data visualization, dashboard creation, and template sharing.
Project description
PFund-Plot
Problem
Traders often need to quickly visualize their data without investing time in learning new tools. For example, plotting an orderbook should be as simple as writing a single line of code.
Solution
We created a high-level plotting library that combines the best features from existing plotting and dashboarding libraries into an easy-to-use interface.
PFund-Plot is a super high-level, out-of-the-box, domain-specific plotting library designed for traders that supports financial data visualization, dashboard creation, and template sharing.
This library is not ready, please wait for version 0.0.1 release.
Core Features
- Multi-Display Mode: support displaying plots in a Jupyter notebook, Marimo notebook, browser and desktop window
- Streaming Data: support streaming data in real-time by just setting
streaming=True - DataFrame Agnostic: support pandas, polars, and dask
- Big Data Plotting: support plotting large datasets
- Financial Plots: plot financial data by just one function call, e.g. candlestick, orderbook, trades etc.
- Combine multiple plots into a dashboard quickly for visualization
Installation
pip install pfund-plot
Usage
import pfund_plot as plt
# TODO: get some sample data using pfeed
data = ...
fig = plt.ohlc(data)
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