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College Player Wyscout Analysis Generator

A longitudinal analysis framework designed to evaluate NCAA career trends and organizational fit, utilizing direct player comparisons rather than broad national percentiles.

Type Project
Status Work in progress
Focus Recruitment Analysis
Data Source Wyscout

Overview

Placeholder for the high-level summary of the generator — what it produces, who consumes it, and how it fits into the broader recruitment workflow at Detroit City FC.

Problem

Placeholder describing the limitations of national percentile comparisons for NCAA player evaluation and why a longitudinal, comparison-based approach delivers sharper recruitment insight.

Approach

  • Placeholder — data ingestion and normalization from Wyscout exports.
  • Placeholder — comparison cohort selection and peer-group construction.
  • Placeholder — trend detection across career seasons and competition level.
  • Placeholder — output formatting for scouting and technical staff.

Stack

Placeholder — e.g., Python, pandas, R, Tableau, or whichever tools power the generator.

Preview

Screenshot / demo placeholder

Outcomes

Placeholder for how the generator has informed recruitment decisions, accelerated scouting workflows, or surfaced players who would have been missed by percentile-based filters alone.