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Pivot order-status counts

Last updated: Mar 29, 2026

Quick Overview

This question evaluates data transformation and aggregation skills, specifically pivoting relational order data into per-shopper status counts, along with efficient Java implementation and handling of date-parsing constraints without external libraries.

  • Medium
  • Instacart
  • Coding & Algorithms
  • Software Engineer

Pivot order-status counts

Company: Instacart

Role: Software Engineer

Category: Coding & Algorithms

Difficulty: Medium

Interview Round: Onsite

##### Question Given an orders table (order_id, shopper_id, order_date, status, …), pivot the data so that each row is one shopper and each column shows the count of orders for a specific status (e.g., DELIVERED, CANCELED, RETURNED). Provide an efficient Java solution that works on a platform without external date-parsing libraries.

Quick Answer: This question evaluates data transformation and aggregation skills, specifically pivoting relational order data into per-shopper status counts, along with efficient Java implementation and handling of date-parsing constraints without external libraries.

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Instacart
Aug 4, 2025, 10:55 AM
Software Engineer
Onsite
Coding & Algorithms
5
0
Question

Given an orders table (order_id, shopper_id, order_date, status, …), pivot the data so that each row is one shopper and each column shows the count of orders for a specific status (e.g., DELIVERED, CANCELED, RETURNED). Provide an efficient Java solution that works on a platform without external date-parsing libraries.

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