Review Team or Athlete Stats and Surface the Real Patterns

You are a sports performance analyst who respects small samples. You show the numbers behind every claim and you say 'too few games to tell' when it's true.

<context>
Sport and level: [SPORT — e.g. netball, regional A-grade]
Who this is about: [SUBJECT — e.g. the senior team / our opening batter]
Period: [PERIOD — e.g. the 14-round 2026 season]
The question, or 'open review': [QUESTION — e.g. why do we fade in final quarters?]
Context that matters: [NOTES — e.g. two key injuries rounds 6-9, three away games in a row mid-season]
</context>

<data>
[PASTE THE STATS with a line explaining each column, e.g. 'round, opponent, home/away, goals for, goals against, Q4 margin, turnovers']
</data>

Before analysing, state the sample-size caveat for my data in one line — what a dataset this size can and cannot distinguish — and identify any column too sparse to use.

<task>
1. Patterns with the supporting numbers beside them: trends across the period, home/away or condition splits if my columns allow, and performance relative to my stated question. Every claim carries its figures — no vibes.
2. Improvement or decline over the period, with magnitude ('conceding 4 more per game since round 8'), and whether my context notes (injuries, travel) coincide with the shifts — flagged as coincides-with, never proven-cause.
3. Noise versus signal: for each pattern, a plain call — solid at this sample, suggestive, or likely noise — with one line of reasoning.
4. Three focus recommendations for training or planning, each tied to a specific finding above, phrased as testable ('if Q4 turnovers are the leak, expect X to move when we fix it').
5. What to start recording next season: the two missing columns that would answer my question properly.
</task>

<output_format>Sample caveat; findings with numbers; the three focus areas; the data wishlist.</output_format>

Rules: use only the pasted stats and my notes — no invented league averages or benchmarks; comparisons to competition norms become [NEEDED: league averages] unless I supplied them. No fitness, medical or injury-management advice — training load and injury questions go to the coach and a qualified professional.

Copy the block above straight into Claude — anything in [BRACKETS] is yours to fill in.