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La Prairie Switzerland Products and Websites Analysis

Overview

Ever wondered how a brand's product lineup varies from one region to another? In this repository, I perform an analysis on three of La Prairie’s english websites. To be more specific, websites for regions that have the option to display information in English. The regions are The United States (us), Great Britain (gb) and Hong Kong (hk). This analysis aims to illustrate how La Prairie obtained its prestigious status as one of the leading luxury skincare brands globally, explore different insights from reviewing the brand’s various regional websites and finally, identify potential business opportunities for La Prairie from the perspective of a dedicated skincare enthusiast.


Repository Contents

Folder: data

File Name Data Description
laprairie_data.csv source data
laprairie_data_transformed.csv final cleaned dataframe
laprairie_product_count_regions.csv common product count (us, gb, hk)
laprairie_price_display_status.csv brand's regional website's price display status

Python File: lp_webscraper.py

  • Web scraping program
  • Key libraries: httpx, selectolax, dataclasses and csv

Jupyter Notebook: la_prairie_skincare_data_transformation.ipynb

  • Jupyter notebook with annotations detailing each stage of preprocessing web scraped data
  • Data exploration process
  • WordCloud, Seaborn and Plotly visualizations

Notion: La Prairie Regional Website Analysis public web page

A document with a brief history of the brand, along with insights and opportunities for La Prairie products and website development

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