Can AskYourDatabase adapt when the user changes direction mid-conversation?

I'll look into the cancellation rate for orders shipped to Texas.

SELECT
  COUNT(*) AS total_orders,
  COUNT(*) FILTER (WHERE status = 'cancelled') AS cancelled_orders,
  ROUND(100.0 * COUNT(*) FILTER (WHERE status = 'cancelled') / NULLIF(COUNT(*), 0), 2) AS cancellation_rate_pct
FROM orders
WHERE state ILIKE 'TX' OR state ILIKE 'Texas';

Here's the cancellation rate for orders shipped to Texas: | Metric | Value | |---|---| | Total orders to Texas | 18 | | Cancelled orders | 5 | | Cancellation rate | 27.78% | So roughly 1 in 4 orders shipped to Texas ends up cancelled.

SELECT
  state,
  COUNT(*) AS total_orders,
  COUNT(*) FILTER (WHERE status = 'cancelled') AS cancelled_orders,
  ROUND(100.0 * COUNT(*) FILTER (WHERE status = 'cancelled') / NULLIF(COUNT(*), 0), 2) AS cancellation_rate_pct
FROM orders
GROUP BY state
ORDER BY cancellation_rate_pct DESC;

Here's the cancellation rate across all states, sorted from highest to lowest: | State | Total Orders | Cancelled | Cancellation Rate | |---|---|---|---| | OH | 17 | 5 | 29.41% | | AZ | 31 | 9 | 29.03% | | TX | 18 | 5 | 27.78% | | WA | 19 | 5 | 26.32% | | OR | 19 | 5 | 26.32% | | MI | 31 | 8 | 25.81% | | TN | 20 | 5 | 25.00% | | CA | 32 | 8 | 25.00% | | CO | 23 | 4 | 17.39% | | NC | 18 | 3 | 16.67% | | MN | 14 | 2 | 14.29% | | IL | 15 | 2 | 13.33% | | GA | 16 | 2 | 12.50% | | PA | 34 | 4 | 11.76% | | NV | 1 | 0 | 0.00% | Key takeaways: Ohio has the highest cancellation rate at 29.41%, closely followed by Arizona (29.03%). Texas sits in the upper-middle at 27.78%. Pennsylvania has the lowest meaningful rate at 11.76% (Nevada only has 1 order, so its 0% isn't statistically significant). Overall, the highest-cancellation states cluster around 25-29%, while the lowest are in the 11-17% range.