# CMF DataAnalysis Training — Data

来源：https://www.kaggle.com/competitions/cmf-dataanalysis-training/data

本地 Meta Kaggle 快照；不是本次实时页面。

# Dataset Description

<p>Data Fields</p>
<p>Elevation - Elevation in meters<br />Aspect - Aspect in degrees azimuth<br />Slope - Slope in degrees<br />Horizontal_Distance_To_Hydrology - Horz Dist to nearest surface water features<br />Vertical_Distance_To_Hydrology - Vert Dist to nearest surface water features<br />Horizontal_Distance_To_Roadways - Horz Dist to nearest roadway<br />Hillshade_9am (0 to 255 index) - Hillshade index at 9am, summer solstice<br />Hillshade_Noon (0 to 255 index) - Hillshade index at noon, summer solstice<br />Hillshade_3pm (0 to 255 index) - Hillshade index at 3pm, summer solstice<br />Horizontal_Distance_To_Fire_Points - Horz Dist to nearest wildfire ignition points<br />Wilderness_Area (4 binary columns, 0 = absence or 1 = presence) - Wilderness area designation<br />Soil_Type (40 binary columns, 0 = absence or 1 = presence) - Soil Type designation<br />Cover_Type (7 types, integers 1 to 7) - Forest Cover Type designation</p>
<p>The wilderness areas are:</p>
<p>1 - Rawah Wilderness Area<br />2 - Neota Wilderness Area<br />3 - Comanche Peak Wilderness Area<br />4 - Cache la Poudre Wilderness Area</p>
<p>The soil types are:</p>
<p>1 Cathedral family - Rock outcrop complex, extremely stony.<br />2 Vanet - Ratake families complex, very stony.<br />3 Haploborolis - Rock outcrop complex, rubbly.<br />4 Ratake family - Rock outcrop complex, rubbly.<br />5 Vanet family - Rock outcrop complex complex, rubbly.<br />6 Vanet - Wetmore families - Rock outcrop complex, stony.<br />7 Gothic family.<br />8 Supervisor - Limber families complex.<br />9 Troutville family, very stony.<br />10 Bullwark - Catamount families - Rock outcrop complex, rubbly.<br />11 Bullwark - Catamount families - Rock land complex, rubbly.<br />12 Legault family - Rock land complex, stony.<br />13 Catamount family - Rock land - Bullwark family complex, rubbly.<br />14 Pachic Argiborolis - Aquolis complex.<br />15 unspecified in the USFS Soil and ELU Survey.<br />16 Cryaquolis - Cryoborolis complex.<br />17 Gateview family - Cryaquolis complex.<br />18 Rogert family, very stony.<br />19 Typic Cryaquolis - Borohemists complex.<br />20 Typic Cryaquepts - Typic Cryaquolls complex.<br />21 Typic Cryaquolls - Leighcan family, till substratum complex.<br />22 Leighcan family, till substratum, extremely bouldery.<br />23 Leighcan family, till substratum - Typic Cryaquolls complex.<br />24 Leighcan family, extremely stony.<br />25 Leighcan family, warm, extremely stony.<br />26 Granile - Catamount families complex, very stony.<br />27 Leighcan family, warm - Rock outcrop complex, extremely stony.<br />28 Leighcan family - Rock outcrop complex, extremely stony.<br />29 Como - Legault families complex, extremely stony.<br />30 Como family - Rock land - Legault family complex, extremely stony.<br />31 Leighcan - Catamount families complex, extremely stony.<br />32 Catamount family - Rock outcrop - Leighcan family complex, extremely stony.<br />33 Leighcan - Catamount families - Rock outcrop complex, extremely stony.<br />34 Cryorthents - Rock land complex, extremely stony.<br />35 Cryumbrepts - Rock outcrop - Cryaquepts complex.<br />36 Bross family - Rock land - Cryumbrepts complex, extremely stony.<br />37 Rock outcrop - Cryumbrepts - Cryorthents complex, extremely stony.<br />38 Leighcan - Moran families - Cryaquolls complex, extremely stony.<br />39 Moran family - Cryorthents - Leighcan family complex, extremely stony.<br />40 Moran family - Cryorthents - Rock land complex, extremely stony.</p>