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Examine data

Let's explore various aspects such as color distribution, categories, seasons, and years.

All images/dataset used throughout this guide are from: Aggarwal, P. (2022). Fashion Product Images (Small). Available online: https://www.kaggle.com/datasets/paramaggarwal/fashion-product-images-dataset

Distribution of Jeans​

Understanding the dataset's composition is crucial for generating meaningful insights. Let's dive into the details.

Colors​

Looking at the colors, there are 0 colors in total. The most common color is blue, followed by black and navy blue jeans:

Jeans Color Distribution

Categories​

The jeans are categorized into 0 categories, mostly jeans labeled as men's jeans followed by women's jeans:

Jeans Category Distribution

Seasons​

The jeans are tagged with 0 seasons, with the majority labeled as summer jeans followed by fall:

Jeans Season Distribution

Years​

The jeans of the dataset range from from to , with the majority from the years 2011 and 2012:

Distribution of years

With a better understanding of our dataset, let's dive into the next step: vectorizing our jeans data.