Human: <div class="empty:hidden">Analyse this sheet of sales and draw some charts</div><div class="flex gap-2 flex-wrap"><div class="group relative inline-block text-xs text-gray-900"><span class="flex items-stretch justify-center"><span class="rounded-l-md bg-gray-500 px-2 py-2 text-white transition-colors dark:bg-gray-500"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" stroke-width="2" class="h-4 w-4 h-5 w-5"><path d="M5.625 1.5c-1.036 0-1.875.84-1.875 1.875v17.25c0 1.035.84 1.875 1.875 1.875h12.75c1.035 0 1.875-.84 1.875-1.875V12.75A3.75 3.75 0 0016.5 9h-1.875a1.875 1.875 0 01-1.875-1.875V5.25A3.75 3.75 0 009 1.5H5.625z"></path><path d="M12.971 1.816A5.23 5.23 0 0114.25 5.25v1.875c0 .207.168.375.375.375H16.5a5.23 5.23 0 013.434 1.279 9.768 9.768 0 00-6.963-6.963z"></path></svg></span><span class="flex max-w-xs items-center truncate rounded-r-md bg-gray-50 px-3 py-2 font-medium"><span class="truncate">sales.xlsx</span></span></span></div></div>
ChatGPT:
The dataset seems to contain information about various products and their sales across different platforms or stores. Here are the columns and their likely meanings:
- Classification: The general category of the product.
- Subtype: The specific type of the product within its classification.
- Hero Products: This column is not clear at the moment. It contains many missing values.
- ProductDescription: The name or description of the product.
- ProductId: A unique identifier for each product.
- Ecomm Code: Another code related to the product, possibly for e-commerce. This column also contains many missing values.
- Borough, Hildreth, Ecommerce: These columns seem to represent the sales numbers for each product in different platforms or stores.
- Grand Total: The total sales of the product across all platforms or stores.
- RANGE: This column is not clear at the moment.
- Borough range, Hildreth range, Ecommerce range: These might represent whether the product is available (YES) or not (NO) at each respective location or platform.
- Full range ie for sale at one or more shops and/or Ecom: Indicates if the product is available at any store or online.
Let's start our analysis by getting a better understanding of the data, such as the number of unique products, the distribution of total sales, and the distribution of sales by classification and platform.
For the charts, we can do the following:
- A histogram of the 'Grand Total' sales to see the distribution of total sales.
- A bar chart of total sales by 'Classification'.
- A bar chart of total sales by platform/store (Borough, Hildreth, Ecommerce).
- A stacked bar chart showing the distribution of sales by platform/store for each 'Classification'.
Let's start with the first two charts.
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