OpenML
Avocado-Prices-(Augmented)

Avocado-Prices-(Augmented)

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Onur Yildirim
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  • Computer Systems Machine Learning
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Context It is a well known fact that Millenials LOVE Avocado Toast. It's also a well known fact that all Millenials live in their parents basements. Clearly, they aren't buying home because they are buying too much Avocado Toast! But maybe there's hope if a Millenial could find a city with cheap avocados, they could live out the Millenial American Dream. Content This data was downloaded from the Hass Avocado Board website in May of 2018 compiled into a single CSV. Here's how the Hass Avocado Board describes the data on their website: The table below represents weekly 2018 retail scan data for National retail volume (units) and price. Retail scan data comes directly from retailers cash registers based on actual retail sales of Hass avocados. Starting in 2013, the table below reflects an expanded, multi-outlet retail data set. Multi-outlet reporting includes an aggregation of the following channels: grocery, mass, club, drug, dollar and military. The Average Price (of avocados) in the table reflects a per unit (per avocado) cost, even when multiple units (avocados) are sold in bags. The Product Lookup codes (PLUs) in the table are only for Hass avocados. Other varieties of avocados (e.g. greenskins) are not included in this table. Some relevant columns in the dataset: Date - The date of the observation AveragePrice - the average price of a single avocado type - conventional or organic year - the year Region - the city or region of the observation Total Volume - Total number of avocados sold 4046 - Total number of avocados with PLU 4046 sold 4225 - Total number of avocados with PLU 4225 sold 4770 - Total number of avocados with PLU 4770 sold Acknowledgements Many thanks to the Hass Avocado Board for sharing this data!! http://www.hassavocadoboard.com/retail/volume-and-price-data Inspiration In which cities can millenials have their avocado toast AND buy a home? Was the Avocadopocalypse of 2017 real? NEW Augmented Data with CTGAN

14 features

Unnamed:_0numeric997979 unique values
0 missing
Datestring169 unique values
0 missing
AveragePricenumeric997354 unique values
0 missing
Total_Volumenumeric996132 unique values
0 missing
4046numeric994376 unique values
0 missing
4225numeric994730 unique values
0 missing
4770numeric992654 unique values
0 missing
Total_Bagsnumeric994565 unique values
0 missing
Small_Bagsnumeric993459 unique values
0 missing
Large_Bagsnumeric994597 unique values
0 missing
XLarge_Bagsnumeric991590 unique values
0 missing
typestring2 unique values
0 missing
yearnumeric995239 unique values
0 missing
regionstring54 unique values
0 missing

19 properties

1000000
Number of instances (rows) of the dataset.
14
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
11
Number of numeric attributes.
0
Number of nominal attributes.
0
Number of attributes divided by the number of instances.
78.57
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
Average class difference between consecutive instances.
0
Percentage of missing values.

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