# Flight Quest 2: Flight Optimization, Milestone Phase — Data

来源：https://www.kaggle.com/competitions/flight2-milestone/data

本地 Meta Kaggle 快照；不是本次实时页面。

# Dataset Description

<p>The code linked above is provided subject to the limited License to Code contained in the Competition Rules. See the included license.txt for more information.</p>
<p>Flight Quest Phase 2 data is temporally split into 4 datasets that will be released over the course of the competition. Flight data in each dataset is for the following time periods:</p>
<ul>
<li><strong>Initial Training Set:</strong> June 7 - July 4, 2013, 4 weeks</li>
<li><strong>Augmented Training Set 1:</strong> Aug 14 - Sept 10, 2013, 4 weeks</li>
<li><strong>Augmented Training Set 2:</strong> Nov 3-30, 2013, 4 weeks</li>
<li><strong>Final Evaluation Set:</strong> Dec 19, 2013 - Jan 1, 2014, 2 weeks</li>
</ul>
<p>The leaderboard will be based on data from the following time periods:</p>
<ul>
<li><strong>Milestone Leaderboard:</strong> July 5-18, 2013 (2 weeks). This leaderboard runs from the competition's launch to the Milestone Entry deadline on September 25.</li>
<li><strong>Agent Training Leaderboard:</strong> September 11-24 (2 weeks). This leaderboard runs from the beginning of October to the Model (Agent) Submission deadline on December 18.</li>
</ul>
<p><strong>Guide To Files</strong></p>
<p>Naming convention: Revised files will have "RevX" in the name where X represents the revision number. Previous versions of the file will be removed.</p>
<ul>
<li><span style="font-size: 1em; line-height: 1.5em;">FlightStatsDataDictionary: Data dictionary provided by FlightStats on the FlightStats data (flighthistory, ASDI, METAR, TAF, SIGMET, etc)</span></li>
<li><span style="font-size: 1em; line-height: 1.5em;">airports.csv: List of the 64 airports used in FQ2, with locations (latitude, longitude, and altitude)</span></li>
<li><span style="font-size: 1em; line-height: 1.5em;">testFlights: List of flights that participants will provide routes for</span></li>
<li><span style="font-size: 1em; line-height: 1.5em;">sampleSubmission: An example submission</span></li>
<li><span style="font-size: 1em; line-height: 1.5em;">FlightQuest2DataRelease1_AggregateTrain: compressed file containing training data. Aggregate means both flight and weather data are included</span></li>
<li><span style="font-size: 1em; line-height: 1.5em;">FlightQuest2DataRelease2_AggregateTestFeatures: compressed file containing features for the test set period. Aggregate means that both flight and weather data are included</span></li>
<li><span style="font-size: 1em; line-height: 1.5em;">TestWeatherData-Partial: 0th hour of wind data for each test day (relative to the cutoff time)</span></li>
<li><span style="font-size: 1em; line-height: 1.5em;">OneDaySimulatorFiles: all the Simulator files necessary to run the Simulator on one day's worth of data</span></li>
<li><span style="font-size: 1em; line-height: 1.5em;">test1_flighthistory_rev1: revised version of file flighthistory.csv. See this <a href="https://www.gequest.com/c/flight2-milestone/forums/t/5777/what-s-the-deal-with-flight-303137309/31119#post31119">forum thread</a> for an explanation of the revision.</span></li>
</ul>
<p>For a fuller description of the data, visit the <a href="../../c/flight2-milestone/details/flight-stats">Flight Stats Data page</a>, or contribute to the <a href="../../wiki/FlightQuest2" target="_blank">Flight Quest Data wiki</a> page. (Information on the wiki is solely for background and does not form part of the official documentation for Flight Quest.) Visit the <a href="../../c/flight2-milestone/details/timeline">Timeline </a>to learn about when data will be released.</p>
<p>Datasets listed here are provided by <a href="http://www.flightstats.com/go/Home/home.do">Flight Stats, Inc</a>.</p>
<p>Please see the <a href="../../wiki/FlightQuest2">Flight Stats Data wiki</a> page for another source of approved weather data.</p>