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Foundation Shades Across the Globe App. Cosmetics data visualization dashboard built with Dash for studying the best selling brands across US, Japan, Indian, and Nigeria.

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UBC-MDS/foundation-shades-pydash

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Foundation Shades Across the Globe App

Description of the app

This interactive app consists of visualization charts (histograms and color cards) that display the shades (based on lightness) in global best-selling foundation products of different beauty brands around the world. The filters on the top allow users to compare shade distributions by countries and by brands offered in a particular country. On the top charts, users can select the category legends underneath to focus on only one shade distribution, or zoom in on the distributions to closely examine a particular range of shades. There are also customizable sliders in the bottom for users to specify ranges of variables (brightness, hue and saturation), and the app will return the top 5 similar shades available in the specified market based on filter. Both distributions and search results will be updated automatically when changing the filters or sliders.

Dashboad Sketch Design

Implementation and User Guide

1. Filter foundation lightness histograms by country:

2. Single or double click on legend to filter categories:

3. Use your mouse to select regions:

4. Use foundation HSV value slider to find matching products by color: