mock_env_data

A small dataset of environmental variables created for testing and examples. This dataset
includes hourly observations with random values for meteorological and temporal variables.

datasets

Analyzes the impact of external conditions on air quality using counterfactual approaches, featuring methods for data preparation, modeling, and visualization.

Imke Voss

ubair

Effects of External Conditions on Air Quality

Raphael Franke

mock_env_data function

A data frame with 100 rows and 12 variables:<dl>
<dt>date</dt>
<dd>POSIXct. Date and time of the observation (hourly increments).</dd><dt>value</dt>
<dd>Numeric. Randomly generated target variable.</dd><dt>GLO</dt>
<dd>Numeric. Global radiation in W/m² (random values between 0 and 1000).</dd><dt>TMP</dt>
<dd>Numeric. Temperature in °C (random values between -10 and 35).</dd><dt>RFE</dt>
<dd>Numeric. Rainfall in mm (random values between 0 and 50).</dd><dt>WIG</dt>
<dd>Numeric. Wind speed in m/s (random values between 0 and 20).</dd><dt>WIR</dt>
<dd>Numeric. Wind direction in degrees (random values between 0 and 360).</dd><dt>LDR</dt>
<dd>Numeric. Longwave downward radiation in W/m² (random values between 0 and 500).</dd><dt>day_julian</dt>
<dd>Integer. Julian day of the year, ranging from 1 to 10.</dd><dt>weekday</dt>
<dd>Integer. Day of the week, ranging from 1 (Monday) to 7 (Sunday).</dd><dt>hour</dt>
<dd>Integer. Hour of the day, ranging from 0 to 23.</dd><dt>date_unix</dt>
<dd>Numeric. UNIX timestamp (seconds since 1970-01-01 00:00:00 UTC).</dd>
</dl>

Format

Mock Environmental Data — mock_env_data

A data frame with 100 rows and 12 variables:<dl>
<dt>date</dt>
<dd>POSIXct. Date and time of the observation (hourly increments).</dd>

<dt>value</dt>
<dd>Numeric. Randomly generated target variable.</dd>

<dt>GLO</dt>
<dd>Numeric. Global radiation in W/m² (random values between 0 and 1000).</dd>

<dt>TMP</dt>
<dd>Numeric. Temperature in °C (random values between -10 and 35).</dd>

<dt>RFE</dt>
<dd>Numeric. Rainfall in mm (random values between 0 and 50).</dd>

<dt>WIG</dt>
<dd>Numeric. Wind speed in m/s (random values between 0 and 20).</dd>

<dt>WIR</dt>
<dd>Numeric. Wind direction in degrees (random values between 0 and 360).</dd>

<dt>LDR</dt>
<dd>Numeric. Longwave downward radiation in W/m² (random values between 0 and 500).</dd>

<dt>day_julian</dt>
<dd>Integer. Julian day of the year, ranging from 1 to 10.</dd>

<dt>weekday</dt>
<dd>Integer. Day of the week, ranging from 1 (Monday) to 7 (Sunday).</dd>

<dt>hour</dt>
<dd>Integer. Hour of the day, ranging from 0 to 23.</dd>

<dt>date_unix</dt>
<dd>Numeric. UNIX timestamp (seconds since 1970-01-01 00:00:00 UTC).</dd>


</dl>

mock_env_data: Mock Environmental Data

Description

Usage

Arguments

Format

Examples