Impact Performance Sports Platform

Impact Performance is a hockey analytics platform focused on contextual player evaluation through interactive comparison tools, advanced scoring breakdowns, and custom performance metrics.

The project was created to make hockey analytics more visually understandable, easier to compare, and more accessible through structured UI systems and interactive data visualization.

Rather than relying only on traditional box score totals, the platform emphasizes how production is generated across different game situations, score states, and strength states.

Platform Features

• Contextual player comparison

• Advanced Impact metrics

• Strength-state scoring analysis

• Interactive statistical visualizations

• Team matchup breakdowns

• Season-wide Impact leaderboards

• Goalie analytics and comparison tools (beta)

Traditional hockey statistics often lack context.

Two players may finish with similar point totals while generating offense in completely different situations, but most public stat platforms do not clearly communicate those differences.

Existing analytics tools also tend to prioritize dense tables and raw data over readability and comparative workflows.

Impact Performance was designed to create a more intuitive and visually structured approach to hockey analytics through contextual comparison and interactive visualization systems.

Improve Contextual Understanding

Show how production is generated, not just total outputs.

Prioritize Comparative Analysis

Allow users to evaluate players side-by-side across multiple contextual dimensions.

Reduce Visual Complexity

Present advanced statistical information through cleaner layouts and stronger hierarchy.

Build a Scalable Analytics System

Create reusable UI patterns capable of supporting future analytical tools and expanded datasets.

A major focus of the redesign was improving the clarity of contextual scoring breakdowns.

Rather than separating information into disconnected stat tables, Impact Performance visualizes production through comparative charts that maintain consistent score-state structures across multiple viewing modes.

Users can analyze:

• Goals

• Primary assists

• Secondary assists

• Even strength production

• Power play production

• Shorthanded production

• Empty net production

As the platform expanded, improving navigation and player discovery became increasingly important.

This feature marked an important shift in the project from a traditional stats dashboard toward a more analytical evaluation platform.

This feature significantly broadened the analytical scope of the platform by introducing discovery-oriented workflows and large-scale player evaluation.

Features

• Contextual save percentage comparison

• Goalie-specific Impact and Advanced Impact metrics

• Comparative statistical deltas

Unlike season averages alone, this approach highlights how goaltender performance changes depending on game context.

Matchup Analysis Features

• Opponent-specific production tracking

• Long-term contextual analysis

• Comparative matchup evaluation

• Expanded analytical flexibility

As the project matured, the interface evolved significantly from its original dashboard structure.

The redesign focused heavily on:

• Improving visual hierarchy

• Reducing interface clutter

• Increasing readability

• Strengthening consistency

• Supporting future scalability

The updated UI reflects a shift from a functional prototype toward a more polished product experience built around comparative analytics and contextual exploration.

A major portion of the project involved building systems capable of accurately classifying contextual hockey events.

This included:

• NHL API parsing

• Score differential tracking

• Strength-state classification

• Empty net edge cases

• Contextual player attribution

• Dynamic chart rendering

Balancing statistical accuracy with interface clarity became one of the defining challenges of the project.

Impact Performance evolved from a personal analytics experiment into a broader product design and sports analytics system.

The project demonstrates:

• UI/UX design for complex information systems

• Data visualization strategy

• Comparative analytics workflows

• Front-end implementation

• Scalable product thinking

• Sports analytics system design

Ongoing Development

• Expanded goalie analytics

• Advanced filtering systems

• Team-level analysis tools

• Improved mobile responsiveness

• Expanded contextual metric modeling

Impact Performance was designed as a flexible analytics platform capable of supporting multiple hockey-related workflows across evaluation, storytelling, and engagement.

Impact Performance became an opportunity to combine product design, data visualization, and sports analytics into a single evolving system.

The project reinforced the importance of designing analytical tools that balance statistical depth with usability and clarity.

By treating hockey analytics as a product experience rather than simply a collection of statistics, the platform evolved into a more scalable and user-focused analytical system.