avocado#

The avocado dataset contains historical data on avocado prices and sales volume in multiple US markets.

The avocado dataset contains historical data on avocado prices and sales volume in multiple US markets https://www.kaggle.com/neuromusic/avocado-prices.

This dataset is licensed under the Open Data Commons Open Database License (ODbL) v1.0 (https://opendatacommons.org/licenses/odbl/1-0/).

The typical ML task in this dataset is to build a model that predicts the average price of Avocados.

Dataset Shape:

Description:

Dataset Description#
Column name	Column Role	Description
Date	Datetime	The date of the observation
Total Volume	Feature	Total number of avocados sold
4046	Feature	Total number of avocados with PLU 4046 (small avocados) sold
4225	Feature	Total number of avocados with PLU 4225 (large avocados) sold
4770	Feature	Total number of avocados with PLU 4770 (xlarge avocados) sold
Total Bags	Feature
Small Bags	Feature
Large Bags	Feature
XLarge Bags	Feature
type	Feature	Conventional or organic
year	Feature
region	Feature	The city or region of the observation
AveragePrice	Label	The average price of a single avocado

Functions

`load_data`([data_format, as_train_test])	Load and returns the Avocado dataset (regression).
`load_fitted_model`([pretrained])	Load and return a fitted regression model to predict the AveragePrice in the avocado dataset.

regression

load_data