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Approximate statistical functions

GoogleSQL provides four different approximate aggregate functions which provide better performance on large datasets: APPROX_COUNT_DISTINCT, APPROX_QUANTILES, APPROX_TOP_COUNT, APPROX_TOP_SUM. This exercise will take you through the same query using each function.

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Introduction to BigQuery

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Esercizio pratico interattivo

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-- Complete the query to approximate the number of customers that have ordered each product

SELECT
  items.product_id,
  -- Add the correct syntax for the approximate distinct count
  ___ AS estimated_unique_customers
FROM ecommerce.ecomm_orders o, UNNEST(o.order_items) items
JOIN ecommerce.ecomm_order_details od USING (order_id)
GROUP BY items.product_id;
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