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Amazon Grocery Project

About the data

This dataset provides a comprehensive overview of various UK Amazon grocery products. It captures vital statistics such as sales figures, revenue, ratings, and other essential metrics.

Features

Product Details: A description of the grocery product. ASIN: Amazon Standard Identification Number. Brand: Brand of the product. Price: Price of the product. Sales: Number of units sold. Revenue: Total revenue generated from the product. BSR: Best Seller Rank on Amazon. FBA Fees: Fulfillment By Amazon fees. Active Sellers : Number of active sellers for the product. Ratings: Average customer rating. Review Count: Number of customer reviews. Review velocity: The number of reviews added in a specified time frame. Buy Box: The seller who currently has the "Buy Box" for the product. Category: The category of the product on Amazon (e.g., Food Cupboard, Drinks). Size Tier: Size classification for the product. Delivery: Delivery method. Weight: Weight of the product. Creation Date: The date when the product was added to Amazon.

What I did in this project?

  • Analysing and clearing data with Pandas
  • Evaluation by years
  • Creating various views and assigning them to the staging layer
  • Sending the created tables to DWH and performing their data analysis using data visualization

Tools and Programs

  • Python
  • Pandas
  • SQL
  • MsSQL
  • Visual Studio 2022
  • Microsoft PowerBI

General review of data

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2020 top 10 products by revenue

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Maximum saled products of each year

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Creating views of different years for transfer data to Staging layer

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Creating years package for transfer data to staging layer

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Tranfer all data to DWH layer

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PowerBI analysis Sales by year 2020

2020-1

Sales analysis of 2019

2019-1

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