Overview
To accurately review, clean, and standardize player and match data for the Texas Wranglers into a structured spreadsheet, ensuring all records are complete, consistent, and error-free for reliable team tracking and analysis.
Scope of Work
Extract required information from player records, match reports, and season statistics
Identify and remove duplicate or inconsistent entries
Correct formatting inconsistencies for player names, jersey numbers, positions, and dates
Standardize all entries for uniform structure across the spreadsheet
Verify completeness and flag missing or unclear data
Ensure season statistics (goals, assists, etc.), match schedules, and game results are accurate and consistently formatted
Maintain confidentiality and integrity of all team data
Required Data Fields
Player Name
Jersey Number
Position
Age
Goals Scored
Assists
Matches Played
Match Date
Opponent Team
Game Result
Deliverables
Delivery One: A Word document report summarizing the data cleaning process, issues identified, corrections made, and number of player and match records processed
Delivery Two: The final cleaned, standardized, and verified spreadsheet containing all player info, season stats, match schedules, and results
Client Materials
All player records, match reports, and statistical data will be provided upon hire.
Deadline
All deliverables must be submitted on or before 17th February 2026 at 10:00 PM.