For this project, we will use data from an open source dataset made by Elo7, the largest online handcrafts marketplace in Brazil. It contains data based on Elo7's search engine usage.
For the first part of this project, sample data is available in a
CSV file named sample_producs.csv. It contains a header
and 38k rows.
For the second part of this project, test data is available in a
CSV file named test_producs.csv. It contains a header
and 500 rows.
The fields composing each row are specified in the table below:
| Field | Description |
|---|---|
product_id |
Product numeric identification |
seller_id |
Seller numeric identification |
query |
The text inserted by users |
search_page |
The page number the product appeared (min 1 and max 5) |
position |
The position the product appeared in the search page (min 0 and max 38) |
title |
Product title |
concatenated_tags |
Product tags inserted by the seller |
creation_date |
The date of product registration in Elo7 platform |
price |
The product price (R$) |
weight |
The weight (grams) of a product unit |
express_delivery |
Indicates if the product has already been made (1) or not (0) |
minimum_quantity |
The minimum quantity the seller sells the product |
view_counts |
The number of times the product was clicked in the last three months |
order_counts |
The number of times the product was purchased in the last three months |
category |
Product category |