E-commerce Product Dataset from Mercado Libre Perú

We offer a dataset comprising approximately 1,198,398 unique products sourced from Mercado Libre Perú. This dataset was collected from the platform's public API spanning from February 2022 to May 2023.

Files description:

ml_db_raw.db : Raw dataset stored in a SQLite Database

ml_db_sample.csv : A sample of only 5 electronic categories

test.csv* : 20% of data from ml_db_sample.csv

train.csv* : 80% of data from ml_db_sample.csv

* The dataset was divided into training and testing sets using a random stratified technique.

Attributes description:

CatX : Category Name for X level

CatX_code : Category Code given by Mercado Libre for X level

id : Unique product identifier

title : Original product title

price : Product price

currency : Product currency (PEN, USD)

link : Product link

insert_date : Web scraping date

mlp_updated_date : Mercado Libre product update date

text : Cleaned product title

taxonomy : Category path from general to specific categories