# ApplAi Workshop A1 — Data

来源：https://www.kaggle.com/competitions/applai-workshop-a1/data

本地 Meta Kaggle 快照；不是本次实时页面。

# Dataset Description

<h2>File descriptions</h2>
<ul>
<li><strong>train.csv</strong> - the training set</li>
<li><strong>test.csv</strong> - the test set</li>
<li><strong>sampleSubmission.csv</strong> - a sample submission file in the correct format</li>
<li>etc...</li>
</ul>

<p>Participants should be able to answer questions like these after reading the data description: What files do I need? What should I expect the data format to be? What am I predicting? What acroynms will I encounter?</p>
<h2>File descriptions</h2>
<ul>
<li><strong>train.csv</strong> - the training set</li>
<li><strong>test.csv</strong> - the test set</li>
<li><strong>sampleSubmission.csv</strong> - a sample submission file in the correct format</li>
<li>etc...</li>
</ul>
<h2>Data fields</h2>
<ul>
<li><strong>longitude</strong> - A measure of how far west a house is; a higher value is farther west</li>
<li><strong>latitude</strong> - A measure of how far north a house is; a higher value is farther north</li>
<li><strong>housing Median Age</strong> -Median age of a house within a block; a lower number is a newer building</li>
<li><strong>total Rooms</strong> -Total number of rooms within a block</li>
<li><strong>total BedRooms</strong> -Total number of bedrooms within a block</li>
<li><strong>population</strong> -Total number of people residing within a block</li>
<li><strong>households</strong> -Total number of households, a group of people residing within a home unit, for a block</li>
</li>
<li><strong>HouseValue</strong> -House value for households within a block (measured in US Dollars)</li>

<li>etc...</li>
</ul>