Giter VIP home page Giter VIP logo

downsampling-plugin's Introduction

Downsampling Plugin

Reduces the number of events going into PostHog

Installation

  1. Open PostHog.
  2. Head to the Plugins page from the sidebar.
  3. Either install Downsampling Plugin from Available plugins, or install from URL using this repository's URL.

Questions?

We're here to help you with anything PostHog!

downsampling-plugin's People

Contributors

mariusandra avatar neilkakkar avatar twixes avatar yakkomajuri avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar  avatar  avatar

Forkers

isabella232

downsampling-plugin's Issues

Downsample users instead of events

Currently this plugin rejects a set proportion of events, at completely random. This results in properly reduced event load, which is great!

There's a risk of a decrease in data quality though: it's not good to lose random events of a single user, because we lose valuable data on what the user has done in the product, which may easily make insights invalid. It's better to instead reject users at random. The end result is the same number of events (statistically), but the quality of insights is still high, because every user's history stays complete.

Here's a pretty interesting article from Mixpanel on the topic of downsampling, which touches on this: https://mixpanel.com/blog/query-time-sampling/

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.