# 2021 IML Hackathon — Data

来源：https://www.kaggle.com/competitions/2021-iml-hackathon/data

本地 Meta Kaggle 快照；不是本次实时页面。

# Dataset Description

 'Demand' is the dependent variable that has to be predicted using the remainder of the independent varibales provided in the dataset.

# File descriptions
* <b> train.csv </b>- The training dataset.
* <b> test.csv </b> - The test dataset.
* <b> sample_submission.csv </b>- A sample submission file in the correct format. This is the format in which you are expected to submit your solution.

# Data fields

* <b> Id </b> - Unique Identifier
* <b> Date </b> - Date
* <b> Time </b> - Time
* <b> Season </b> - spring, summer, fall, winter
* <b> IsHoliday </b> - Is the given 'date' a holiday
* <b> IsWorkingDay </b> - Is the given 'date' a working day i.e. neither a holiday nor weekend
* <b> Weather </b> - Clear, Cloudy, Light Rain, Heavy Rain
* <b> Temperature </b> - Acutal temperature recorded (in Celcius)
* <b> AdoptedTemperature </b> - Adopted or feels like temperature (in Celcius)
* <b> Humidity </b> - Humidity
* <b> WindSpeed </b> - WindSpeed
* <b> Demand </b> - Number of cars at the service location