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Practice a core skill

Data visualization design challenges

A chart earns its place when it helps someone understand change or act with confidence. These challenges pair realistic data with a specific decision.

Designers building dashboards, analytics products, and data-rich case studies.

Skills in this set

Data VisualizationDashboard DesignInformation Hierarchy

Practice briefs

Choose a challenge

Challenge results updated

Intermediate
Fintech

Personal Finance Dashboard

Design a calm financial overview that connects spending, upcoming obligations, savings progress, and account health to useful next steps.

Responsive web2 to 4 hours
Dashboard DesignData Visualization
Intermediate
Healthcare

Everyday Health Tracker

Design a calm daily tracker that helps someone notice patterns in symptoms, sleep, activity, and context without suggesting a diagnosis.

Mobile2 to 4 hours
Mobile DesignData Visualization
Intermediate
Fintech

Subscription Renewal Control

Design a subscription dashboard that reveals upcoming charges, price changes, and cancellation steps before money leaves an account.

Mobile2 to 4 hours
Data VisualizationInformation Hierarchy
Advanced
Fintech

Freelancer Tax Estimate Workspace

Design a tax preparation dashboard that organizes income and expenses, explains estimates, and highlights records needing review.

Desktop web4 hours plus
Dashboard DesignData Visualization
Advanced
Food and dining

Restaurant Inventory Exception Dashboard

Design an operations dashboard that helps a restaurant manager respond to low stock, supplier changes, and menu impact before service.

Desktop web4 hours plus
Dashboard DesignInformation Architecture
Advanced
SaaS

SaaS Operations Dashboard

Design an operations dashboard that helps a document-signing team find blocked customer requests and restore progress.

Desktop web2 to 4 hours
Dashboard DesignInformation Architecture
Advanced
Fintech

Invoice Reconciliation Workspace

Design a finance operations workspace for matching invoices to purchase orders, receipts, payments, and explainable exceptions.

Desktop web4 hours plus
Dashboard DesignInformation Architecture
Advanced
Logistics

Last-Mile Delivery Exception Dashboard

Design a dispatcher dashboard that prioritizes failed deliveries, route disruption, customer promises, and accountable recovery.

Desktop web4 hours plus
Dashboard DesignInformation Architecture
Advanced
Logistics

Cold-Chain Shipment Monitoring

Design a monitoring workspace that distinguishes temperature excursions, sensor uncertainty, product exposure, and required response.

Desktop web4 hours plus
Data VisualizationDashboard Design
Intermediate
Fintech

Repayment Calendar for Pay-Later Purchases

Design a repayment calendar that combines installments across merchants and makes upcoming amounts, fees, and failed-payment recovery clear.

Mobile2 to 4 hours
Information HierarchyData Visualization
Intermediate
Transportation

Bus Departure and Delay Alerts

Design a transit alert experience that tells riders when to leave, what changed, and which alternative still gets them there.

Mobile2 to 4 hours
Data VisualizationContent Design
Intermediate
Productivity

Personal Digital Wellbeing Plan

Design a nonjudgmental phone-use dashboard that helps someone set boundaries, understand patterns, and recover from an overuse day.

Mobile2 to 4 hours
Data VisualizationContent Design
Advanced
Logistics

Compare Freight Delivery Quotes

Design a quote comparison workspace for a small business shipping a pallet across several carrier services.

Desktop web4 hours plus
Data VisualizationInformation Architecture
Intermediate
Entertainment

Follow a Live Match Without Watching

Design a live sports match center that makes score changes, key events, statistics, and context easy to scan.

Mobile2 to 4 hours
Data VisualizationMobile Design
Advanced
Fintech

Review a Cryptocurrency Trade Before Placing It

Design a trading ticket that explains price movement, fees, network conditions, and order consequences before confirmation.

Mobile4 hours plus
Data VisualizationTrust and Safety
Advanced
Healthcare

Manage Access Across Multiple Gyms

Design a membership hub that tracks gym access rules, bookings, and exercise progress without conflating attendance with health outcomes.

Mobile4 hours plus
Mobile DesignInformation Architecture
Advanced
Marketing

Control Budget Across Marketing Campaigns

Design a campaign operations workspace for monitoring spend, approvals, and delivery across several advertising channels.

Desktop web4 hours plus
Dashboard DesignData Visualization
Advanced
Fintech

Understand a Small Business Cash Position

Design a finance dashboard that connects revenue, expenses, payroll obligations, and cash runway without hiding data uncertainty.

Desktop web4 hours plus
Dashboard DesignData Visualization
Advanced
Analytics

Explain a Marketing Performance Change

Design an analytics investigation flow that helps a marketer move from an unusual metric change to a defensible explanation.

Desktop web4 hours plus
Data VisualizationDashboard Design
Intermediate
Transportation

Find Reliable Parking Nearby

Design a parking search flow that combines reported availability, restrictions, walking distance, and confidence in the data.

Mobile2 to 4 hours
Mobile DesignNavigation
Intermediate
Fintech

Shared Bills and Household Payments

Design a bill workspace that tracks household costs, splits responsibility, and makes upcoming payments clear to roommates.

Mobile2 to 4 hours
Data VisualizationInformation Hierarchy
Intermediate
E-commerce

Product Alternative Advisor

Design a comparison tool that explains why a product may or may not suit a shopper and suggests credible alternatives.

Responsive web2 to 4 hours
Information ArchitectureData Visualization
Intermediate
Productivity

Long-Term Goal Roadmap

Design a planning tool that turns a broad personal goal into a realistic sequence of researched next steps.

Responsive web2 to 4 hours
Information ArchitectureProduct Thinking
Intermediate
Education

Company and Invention Timeline

Design an editorial history experience that connects one influential invention with the people and companies that shaped it.

Responsive web2 to 4 hours
Information ArchitectureData Visualization
Intermediate
Education

College Money Plan

Design a practical finance guide that helps a college student build a monthly plan and evaluate legitimate earning options.

Responsive web2 to 4 hours
Data VisualizationContent Design
Advanced
Fintech

Investment Portfolio Risk Explanation

Design a portfolio view that explains concentration, volatility, time horizon, and scenario uncertainty without giving personal investment advice.

Responsive web2 to 4 hours
Data VisualizationContent Design
Advanced
Fintech

Freelance Income Cashflow Forecast

Design a cashflow forecast that turns irregular invoices, expected payment dates, recurring costs, and tax set-asides into transparent scenarios.

Responsive web2 to 4 hours
Data VisualizationForms
Advanced
CRM

Plan Recovery Before an SLA Breach

Design an operations view for spotting at-risk support commitments and agreeing on a credible recovery plan before time runs out.

Desktop web2 to 4 hours
Dashboard DesignData Visualization
Advanced
Analytics

Synthesize Product Feedback Into Themes

Design a research workspace for tagging mixed feedback, testing emerging themes, and tracing every conclusion back to evidence.

Desktop web2 to 4 hours
UX ResearchInformation Architecture
Advanced
Enterprise

Deprecate a Design System Component

Design a governance workflow for retiring a shared component while giving product teams evidence, migration guidance, and a fair exception path.

Desktop web4 hours plus
Design SystemsInformation Architecture
Advanced
Project management

Review a Risky Project Dependency

Design a project review that exposes how one delayed dependency affects milestones, owners, and credible mitigation choices.

Desktop web2 to 4 hours
Product ThinkingData Visualization
Advanced
Real estate

Compare Competing Property Offers

Design a seller's comparison workspace that puts price, contingencies, financing, timing, and uncertainty on equal footing.

Desktop web2 to 4 hours
Information HierarchyData Visualization
Advanced
Analytics

Explain a Home Energy Spike

Design an energy dashboard that helps a household investigate an unusual usage increase without pretending to identify an appliance with certainty.

Responsive web2 to 4 hours
Data VisualizationDashboard Design
Advanced
Fintech

Investigate a Suspicious Payment Pattern

Design an analyst workspace for connecting transaction evidence, testing explanations, and authorizing a proportionate fraud response.

Desktop web4 hours plus
Dashboard DesignData Visualization
Advanced
AI products

Compare Prompt Versions Safely

Design an experiment workspace for comparing prompt changes on a fixed evaluation set before a new version reaches production.

Desktop web4 hours plus
UX ResearchData Visualization
Advanced
Fintech

Guided Portfolio Rebalance

Design an investment review that proposes a diversified rebalance and requires informed approval before any order.

Responsive web4 hours plus
Data VisualizationTrust and Safety