uncertain_economics

uncertain_economics_long

This dataset is identical to the economics data, except that every 
variable in the data set is represented by a normal
random variable. The original `economics` dataset is based on real 
US economic time series data, but the uncertainty we added is hypothetical 
and included for illustrative purposes.

datasets

A 'ggplot2' extension for visualising uncertainty with the goal
of signal suppression. Usually, uncertainty visualisation focuses on
expressing uncertainty as a distribution or probability, whereas
'ggdibbler' differentiates itself by viewing an uncertainty
visualisation as an adjustment to an existing graphic that
incorporates the inherent uncertainty in the estimates.  You provide
the code for an existing plot, but replace any of the variables with a
vector of distributions, and it will convert the visualisation into
it's signal suppression counterpart.

Harriet Mason

ggdibbler

Add Uncertainty to Data Visualisations

Dianne Cook

Sarah Goodwin

Susan VanderPlas

uncertain_economics function

A data frame with almost 574 observations and 6 variables:<dl>
 <dt>date</dt>
<dd>A deterministic variable - Month of data collection</dd> <dt>pce</dt>
<dd>Normal random variable - personal consumption expenditures, in billions of dollars</dd> <dt>pop</dt>
<dd>Normal random variable - total population, in thousands</dd> <dt>psavert</dt>
<dd>Normal random variable - personal savings rate</dd> <dt>uempmed</dt>
<dd>Normal random variable - median duration of unemployment, in weeks</dd> <dt>unemploy</dt>
<dd>Normal random variable - number of unemployed in thousands</dd> 
</dl>An object of class <code>tbl_df</code> (inherits from <code>tbl</code>, <code>data.frame</code>) with 2870 rows and 4 columns.

Format

An uncertain version of the economics data from`ggplot2` — uncertain_economics

A data frame with almost 574 observations and 6 variables:<dl>
 <dt>date</dt>
<dd>A deterministic variable - Month of data collection</dd>

 <dt>pce</dt>
<dd>Normal random variable - personal consumption expenditures, in billions of dollars</dd>

 <dt>pop</dt>
<dd>Normal random variable - total population, in thousands</dd>

 <dt>psavert</dt>
<dd>Normal random variable - personal savings rate</dd>

 <dt>uempmed</dt>
<dd>Normal random variable - median duration of unemployment, in weeks</dd>

 <dt>unemploy</dt>
<dd>Normal random variable - number of unemployed in thousands</dd>

 
</dl>

An object of class <code>tbl_df</code> (inherits from <code>tbl</code>, <code>data.frame</code>) with 2870 rows and 4 columns.

uncertain_economics: An uncertain version of the economics data from`ggplot2`

Description

Usage

Arguments

Format