Constructing a DARWIN Universe | Algorithmic Trading & Investing with the DARWIN API

Constructing a DARWIN Universe | Algorithmic Trading & Investing with the DARWIN API

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Published on ● Video Link: https://www.youtube.com/watch?v=-1fv2pzJqoE



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Welcome to the DARWIN API - your algorithmic gateway to the Darwinex Community Dataset - brought to you by Darwinex: https://www.darwinex.com/?utm_source=youtube&utm_medium=video-description-above-fold&utm_content=darwin-api-constructing-a-darwin-universe

* Connect with the presenter on LinkedIn:
https://www.linkedin.com/in/ali-saif/

** Follow Darwinex on LinkedIn:
https://www.linkedin.com/company/tradeslide-ventures/

*** Get the latest source code for DARWIN API Tutorials, troubleshoot your applications, give and get help from fellow algorithmic traders and more, over at the Darwinex Collective Slack Workspace:
https://join.slack.com/t/darwinex-collective/shared_invite/enQtNjg4MjA0ODUzODkyLWFiZWZlMDZjNGVmOGE2ZDBiZGI4ZWUxNjM5YTU0MjZkMTQ2NGZjNGIyN2QxZDY4NjUyZmVlNmU3N2E2NGE1Mjk

Risk Disclosure:
https://www.darwinex.com/legal/risk-disclaimer

In this tutorial, we demonstrate in Python 3, how to:

1) Call the DarwinInfoAPI's /products endpoint with status, page and per_page parameters.

2) Parse JSON output and retrieve a list of DARWIN objects containing the DARWIN's name, underlying account currency, validation date, migration date, etc.

3) Convert the JSON data into a Pandas DataFrame.

4) Backtest correctly by including both ACTIVE and DELETED assets in simulations to avoid survivorship bias during backtesting.

HANDS-ON learning with source code examples provided during the tutorial.

Source code on GitHub:
https://github.com/darwinex/darwin-api-tutorials

Enjoy!

--
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Topics: #algorithmictrading #timeseriesanalysis #darwinapi #darwinex #darwininfoapi #darwinquotes #darwinreturns #darwinscores #darwininvestmentattributes




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Tags:
algorithmic trading
algorithmic traders
algo trading
algo traders
Forex Trading
FX trading
Investing
DARWINs
Darwinex
Investment
Risk
Hedge fund
darwin api
darwin info api
portfolio construction
asset management
backtesting
python
pandas
time series
DARWIN Quotes
DARWIN Scores
DARWIN Investment Attributes