{
  "fetched_at": "2026-10-24T10:17:21Z",
  "source_url": "https://www.kaggle.com/competitions/avocado-prediction/data",
  "pages": [
    {
      "name": "rules",
      "content": "This is a page where you can include rules that participants must accept before joining. You may wish to include rules like:\n\n - Don't cheat!\n - Apply yourself!\n - Have fun!",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
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    },
    {
      "name": "data-description",
      "content": "<h2>File descriptions</h2>\n<ul>\n<li><strong>avocado_train.csv</strong> - the training set</li>\n<li><strong>avocado_test.csv</strong> - the test set</li>\n<li><strong>sample_submission.csv</strong> - a sample submission file in the correct format</li>\n</ul>\n\n\nThis 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:\n\n> 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 (PLU’s) in the table are only for Hass avocados. Other varieties of avocados (e.g. greenskins) are not included in this table.\n\nSome relevant columns in the dataset:\n\n    Date - The date of the observation\n    AveragePrice - the average price of a single avocado\n    type - conventional or organic\n    year - the year\n    Region - the city or region of the observation\n    Total Volume - Total number of avocados sold\n    4046 - Total number of avocados with PLU 4046 sold\n    4225 - Total number of avocados with PLU 4225 sold\n    4770 - Total number of avocados with PLU 4770 sold\n\nAcknowledgements\n\nMany thanks to the Hass Avocado Board for sharing this data!!\n\nhttp://www.hassavocadoboard.com/retail/volume-and-price-data\nInspiration\n\nIn which cities can millenials have their avocado toast AND buy a home?\n\nWas the Avocadopocalypse of 2017 real?",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    },
    {
      "name": "Description",
      "content": "This competition is a part of your ML Course!\n\nCan you predict the avocado prices?",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    },
    {
      "name": "Evaluation",
      "content": "#Metric\nSubmissions are evaluated on Root-Mean-Squared-Error (RMSE) between the logarithm of the predicted value and the logarithm of the observed sales price. (Taking logs means that errors in predicting expensive houses and cheap houses will affect the result equally.)",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    }
  ]
}