If you use python/pandas/dtale for analysis, I released a free and open-source GUI for organizing your random python scripts into a data visualization dashboard

This page summarizes the projects mentioned and recommended in the original post on /r/algotrading

Our great sponsors
  • WorkOS - The modern identity platform for B2B SaaS
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • SaaSHub - Software Alternatives and Reviews
  • dtale

    Visualizer for pandas data structures

  • What I've created here is an interface which simplifies the process of fetching data, cleaning/transforming it, and then feeding it into D-Tale. All you need to do is launch it via dtaledesktop and plug in a snippet of code which returns a pandas DataFrame. You will now have a dashboard widget that is present every time you launch dtaledesktop, and by simply clicking a button you can run that code and analyze the resulting DataFrame in dtale.

  • dtale-desktop

    Build a data visualization dashboard with simple snippets of python code

  • Also, if you want to you can run it as a web service -- the demo site is actually running on a kubernetes cluster. When run as a web service, it uses websocket connections to push real-time updates, ensuring that all connected users see the same thing. There are a large number of settings which can be used to configure exactly how it behaves, documented here.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo
  • Numba

    NumPy aware dynamic Python compiler using LLVM

  • (https://github.com/numba/numba/issues/6345)

  • jupyterlab-autoplot

    Magical Plotting in JupyterLab

  • jupyterlab-autoplot, a jupyterlab extension which can automagically display timeseries data in dtale without you needing to lift a finger

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts