mantar_dummy_full: Dummy data sets for illustration purposes in the mantar...

In mantar: Missingness Alleviation for Network Analysis

Dummy data sets for illustration purposes in the mantar package

Description

These two simulated data sets are provided for illustration purposes. They are based on a sparse psychological network structure with a single underlying construct. The column names represent core properties of neuroticism but are purely made up to make the example more illustrative.

• mantar_dummy_full: A complete data set without missing values.

• mantar_dummy_mis: A version with approximately 30% missing values per column.

Usage

mantar_dummy_full

mantar_dummy_mis

Format

Both data frames

8 columns; rows: 400 (mantar_dummy_full) and 600 (mantar_dummy_mis)

Columns

EmoReactivity

Tending to feel emotions strongly in response to life events.

TendWorry

Being more likely to feel concerned or uneasy.

StressSens

Feeling more stressed in challenging or uncertain situations.

SelfAware

Being conscious of one’s own feelings and how they shift.

Moodiness

Experiencing occasional changes in mood.

Cautious

Being careful and thinking ahead about possible negative outcomes.

ThoughtFuture

Reflecting on what might go wrong and preparing for it.

RespCriticism

Being affected by others’ feedback or disapproval.

An object of class data.frame with 600 rows and 8 columns.

Examples

# Load the data sets
data(mantar_dummy_full)
data(mantar_dummy_mis)

# View the first few rows of each data set
head(mantar_dummy_full)
head(mantar_dummy_mis)

mantar documentation built on Aug. 8, 2025, 7:28 p.m.