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Sapient Cardano Assets Data Portal: Clean Data, Backtesting & Price Models for Native Tokens

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dataportal

Public repository for Sapient's Cardano Native Tokens data portal. Fungible Tokens at launch: AGIX, COPI, IAG, INDY, LENFI, MELD, MIN, NEWM, NMKR, NTX, SNEK, WMT

WMT Backtest

Simple SMA20 backtest for WMT token since first DEX listing used to showcase use of open source Python libraries and data API to build from simple trading strategies to more complex ones.


Feedback / Request feature on X


Please contact us or contribute to this repository if you have ideas, requests or directions how to grow quantitative trading and better market making and risk management for Cardano's native tokens investable assets universe.


Notes on data formats, packages and utility

How the first 10 Native Tokens to be featured were chosen


Casestudy Milestone 1

Simple data manipulation on clean WMT (Minswap) data

Download folder for interactive notebook


How to use this repository and project


Backtesting and Heatmap Tool Milestone 2

Introduction to backtesting concepts, the Zipline package, trading strategy design with heatmaps and use of Seaborn and other plotting libraries.


Video walkthrough of trading strategy design for native tokens

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Sapient Cardano Assets Data Portal: Clean Data, Backtesting & Price Models for Native Tokens

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  • Python 74.5%
  • Jupyter Notebook 25.5%