This project uses extracted data from lingerie brand websites published at Kaggle.
Main questions:
- What kind of products are offered by each brand and what are their most expensive items?
- Which brands offer low-priced panties, bras, bralettes etc?
- Which brand offers a larger percentage discount?
- Which brand offers a larger absolute discount?
Websites and brands covered in this analysis :
- Victoria's Secret (official website and Amazon)
- Wacoal aka Btemptd (official website, Amazon and Macy's
- Calvin Klein (official website, Amazon and Macy's)
- Hanky Panky (official website, Amazon and Macy's
- Topshop USA
Structure of the analysis:
01 - data cleaning: identifying duplicated and low quality data
02 - data analysis: visualizations and learnings
03 - additional plots
Have fun with the data!