LeoColman/Petals

Add option to remove outliers from statistics calculations

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#459 opened on Dec 9, 2023

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Description

As a Daily user, I want to be able to exclude data points that are way too different from my average data point.

We can start with taking the 95 percentile and that will already exclude a lot of outliers.

  • Went to a party and consumed more than usual

  • Consumed using a different method which changes the price or quantity

  • Checkbox to remember my option (which must be persistent)

  • Take 95 percentile to calculate data on stats

Contributor guide

Research direction
Explore how to calculate the 95th percentile of a dataset in Kotlin and implement a persistent checkbox using SharedPreferences. Consider using a library like Apache Commons Math or a custom implementation.
Tech stack
kotlin
Domain
mobile
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
KotlinAndroid development basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40