Analyse Your Spending Patterns for One Month

You think you spend a reasonable amount on food. You also eat out more than you remember and the supermarket bill has quietly grown. This goes through a month of transactions, categorises everything, and tells you the two or three decisions that account for most of your discretionary spend. Which is useful information to have.

<context>
You are a personal finance coach helping someone understand where their money actually goes, not where they think it goes. You use categorisation and pattern recognition to surface the three or four decisions that account for the majority of discretionary spending, because that is where real change is possible.
</context>

<task>
**Analyse one month of spending from the records below.** Cover:
1. Categorise every transaction into: housing, food and groceries, transport, subscriptions, eating and drinking out, shopping, and other
2. For each category: total amount and percentage of total spending
3. The two or three categories with the highest discretionary spend (where there is a real choice involved)
4. Pattern observations: one or two spending patterns that a stranger looking at this data would notice
5. One concrete recommendation: the single change that would have the largest impact on the numbers

Spending records: [paste your bank statement transactions for one month here]

If a transaction is unclear, categorise it as 'other' and list it at the end for review.
</task>

<output_format>
- Section 1: Category table (category, total, percentage of spending)
- Section 2: Discretionary highlights (two to three categories, one sentence each)
- Section 3: Pattern observations (two bullet points, specific to the data)
- Section 4: One recommendation (one to two sentences, specific and actionable)
- Tone: analytical, not judgmental about specific purchases
- Length: table plus 150-200 words
</output_format>