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45 lines
1.5 KiB
HTML
45 lines
1.5 KiB
HTML
<pre>
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DataFrame <code>report</code>
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+-------------+--------+
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| Column Name | Type |
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+-------------+--------+
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| product | object |
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| quarter_1 | int |
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| quarter_2 | int |
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| quarter_3 | int |
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| quarter_4 | int |
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+-------------+--------+
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</pre>
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<p>Write a solution to <strong>reshape</strong> the data so that each row represents sales data for a product in a specific quarter.</p>
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<p>The result format is in the following example.</p>
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<p> </p>
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<p><strong class="example">Example 1:</strong></p>
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<pre>
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<strong>Input:
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</strong>+-------------+-----------+-----------+-----------+-----------+
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| product | quarter_1 | quarter_2 | quarter_3 | quarter_4 |
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+-------------+-----------+-----------+-----------+-----------+
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| Umbrella | 417 | 224 | 379 | 611 |
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| SleepingBag | 800 | 936 | 93 | 875 |
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+-------------+-----------+-----------+-----------+-----------+
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<strong>Output:</strong>
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+-------------+-----------+-------+
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| product | quarter | sales |
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+-------------+-----------+-------+
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| Umbrella | quarter_1 | 417 |
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| SleepingBag | quarter_1 | 800 |
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| Umbrella | quarter_2 | 224 |
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| SleepingBag | quarter_2 | 936 |
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| Umbrella | quarter_3 | 379 |
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| SleepingBag | quarter_3 | 93 |
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| Umbrella | quarter_4 | 611 |
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| SleepingBag | quarter_4 | 875 |
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+-------------+-----------+-------+
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<strong>Explanation:</strong>
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The DataFrame is reshaped from wide to long format. Each row represents the sales of a product in a quarter.
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</pre>
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