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https://github.com/docuvesta/la-mer-skincare-chicago-duty-free-analysis
Comparing La Mer product selection, availability and pricing from 3 different purchase locations ✈️
https://github.com/docuvesta/la-mer-skincare-chicago-duty-free-analysis
analytics cremedelamer data-analysis data-analytics data-science data-visualization lamer luxury plotly python seaborn skincare
Last synced: about 2 months ago
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Comparing La Mer product selection, availability and pricing from 3 different purchase locations ✈️
- Host: GitHub
- URL: https://github.com/docuvesta/la-mer-skincare-chicago-duty-free-analysis
- Owner: DOCUVESTA
- License: mit
- Created: 2024-07-09T00:00:45.000Z (6 months ago)
- Default Branch: main
- Last Pushed: 2024-07-26T00:59:53.000Z (5 months ago)
- Last Synced: 2024-07-26T02:35:45.079Z (5 months ago)
- Topics: analytics, cremedelamer, data-analysis, data-analytics, data-science, data-visualization, lamer, luxury, plotly, python, seaborn, skincare
- Language: Jupyter Notebook
- Homepage: https://docuvesta.notion.site/La-Mer-Products-at-the-Chicago-O-Hare-Airport-Duty-Free-12d6194be33b498db8f78a5741347721?pvs=4
- Size: 1.92 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
La Mer Product Selection and Price Analysis: Chicago O'Hare Airport
## Overview
How much do we really save by shopping duty-free at the airport? These were my thoughts during a flight delay while travelling back home from the Chicago O'Hare International Airport. Skincare and cosmetics rank among the highest-selling categories in terms of volume at airport duty-free stores, especially sought after by travelers seeking in-demand products from luxury brands. La Mer stands out as one of the top high-end skincare brands, renowned for its beloved anti-aging cream: Crème de La Mer. To all skincare enthusiast and La Mer lovers, I will be comparing product selection, availability and pricing at three different purchase locations: Chicago O’Hare Terminal 3 duty-free store, Chicago O’Hare duty-free website and La Mer’s official USA website.
## Repository Contents
### Folder: data
#### Raw data
File Name
Data Description
lamer_bestsellers.json
best-seller products on La Mer's website
lamer_face_products.json
all face products on La Mer's website
lamer_official_website.xlsx
best-seller and face products with multiple sizes available
lamer_ord_data.xlsx
La Mer product information collected from Chicago O'Hare International Airport duty-free store and website
#### Final cleaned data
File Name
Data Description
df_dutyfree_ord.csv
all products from Chicago O'Hare International Airport Terminal 3 duty-free store
df_dutyfree_website.csv
all products on the Chicago O'Hare International Airport duty-free website
df_lamer_bestsellers.csv
all best-seller products from La Mer's official USA website
df_lamer_face_products.csv
all face products from La Mer's official USA website
### Python Script: lamer_data.py
- Web scraping program
- Key libraries: requests, BeautifulSoup, re and json
### Jupyter Notebook: la_mer_skincare_data_transformation.ipynb
- Jupyter notebook with annotations detailing each stage of preprocessing web scraped data
- Catalogue of La Mer products using HTML
- Seaborn + Plotly visualizations
### Notion: La Mer Products at the Chicago O’Hare Airport Duty Free public web page
A report with a brief history of the brand alongside a comprehensive comparison of product selection, availability, and pricing at three different purchase locations:
1. Chicago O'Hare International Airport Duty-Free Store (1 store - Terminal 3)
2. Chicago O'Hare International Airport Duty-Free Website (3 stores)
3. La Mer Official USA Website
Preview
