SeiKasahara/Agile-Web-App

Features for the FuelPrice Analysis WebApp

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#5 opened on Apr 10, 2025

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good first issue

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Description

Key Features to Analyze

Time-Based Trends

Daily / Weekly / Monthly price trends Useful for identifying patterns or changes over time.

Price volatility Track how much fuel prices fluctuate within a timeframe.

Seasonal patterns Are prices higher in summer or around holidays?

Weekday vs Weekend prices Often, prices spike before the weekend.

Location-Based Analysis

Price comparison across cities or stations

Regional average prices (e.g., city, state level)

Heatmaps of fuel price by location (great for visualization)

Outlier detection Find stations that charge much more or less than average.

Fuel Type Comparison

Analyze differences between Unleaded, Premium, Diesel, E10, etc.

Track how the gap between fuel types changes over time.

Compare regional pricing for specific fuel types.

Predictive Analytics

Price forecasting based on historical data (using regression or time series models)

Custom price alerts if the price drops below a threshold

"Best time to fill up" suggestions (based on historical patterns)

External or Market Factors (advanced/optional)

Compare with international crude oil prices

Overlay exchange rate data or inflation indicators

Integrate with external APIs (like fuelwatch WA, PetrolSpy, etc.)

Discuss the priority of the features.

@wycers @dgyz8 @parnabasak

Contributor guide

Research direction
Review the listed features, prioritize them based on user value and implementation complexity, and propose a scope for the initial release.
Tech stack
python
Domain
backend
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
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
Git
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60