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https://github.com/nagar2nd/myntra-data-analysis
This project involves analyzing Myntra's apparel dataset to gain insights into pricing, discounts, ratings, and available sizes. Through data cleaning, preparation, and analysis using Excel functions like `AVERAGEIF`, `COUNTIF`, `XLOOKUP`, and `INDEX & MATCH`, the project provides valuable insights that support strategic decision-making.
https://github.com/nagar2nd/myntra-data-analysis
msexcel
Last synced: 18 days ago
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This project involves analyzing Myntra's apparel dataset to gain insights into pricing, discounts, ratings, and available sizes. Through data cleaning, preparation, and analysis using Excel functions like `AVERAGEIF`, `COUNTIF`, `XLOOKUP`, and `INDEX & MATCH`, the project provides valuable insights that support strategic decision-making.
- Host: GitHub
- URL: https://github.com/nagar2nd/myntra-data-analysis
- Owner: Nagar2nd
- Created: 2024-09-11T10:08:17.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2024-10-22T06:17:07.000Z (3 months ago)
- Last Synced: 2024-10-23T08:50:41.396Z (3 months ago)
- Topics: msexcel
- Homepage:
- Size: 250 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Myntra Apparel Dataset Analysis
## Project Overview
This project focuses on analyzing Myntra's apparel dataset to extract valuable insights into pricing, discounts, ratings, and available sizes.
The dataset was cleaned, prepared, and analyzed using various Excel features and formulas to answer key business questions.
**Dataset Link** : https://drive.google.com/file/d/1CDaWFvkccjdUw1E_gipTKOfMqiHNhNQL/view
## Data Cleaning and Preparation
- **Duplicate Removal:** Identified and removed duplicate rows to ensure data accuracy.
- **Discount Standardization:** Uniform formatting applied to the "DiscountOffer" column for consistency.
- **Null Value Imputation:** Filled missing "DiscountPrice" values with the average discount price of the respective category and replaced null "SizeOption" entries with "Not Available."
## Data Analysis
- **Average Price Calculation:** Calculated the overall average original price for products with ratings above 4 using `AVERAGEIF`.
- **Discount Count:** Counted products with more than 50% discount using `COUNTIF`.
- **Size Availability:** Counted the number of products available in size "M" with `COUNTIF`.
- **High vs Low Discount Labeling:** Added a "High Discount" label for products with discounts over 50% using the `IF` function.
## Data Retrieval and Lookup
- **Product Lookup:** Used `XLOOKUP` to retrieve product details (brand, price, rating) for Product_id "11226634".
- **DiscountPrice Lookup:** Retrieved the "DiscountPrice" for Product ID "6744434" with `INDEX` and `MATCH`.
- **Nested Lookups:** Implemented nested `XLOOKUP` for advanced column detail retrieval based on product ID.
## Key Excel Features Used
- **Data Cleaning:** Remove Duplicates, IFERROR.
- **Analysis Functions:** AVERAGEIF, COUNTIF, IF.
- **Lookups:** VLOOKUP, XLOOKUP, INDEX & MATCH.
- **Conditional Formatting:** Applied for quick visual insights.
## Conclusion
This project effectively utilized Excel’s powerful features to gain actionable insights from the Myntra dataset, helping in strategic decision-making for pricing, discount strategies, and product availability.