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WordListsAnalytics (version 0.2.4)

Multiple Data Analysis Tools for Property Listing Tasks

Description

Application to estimate statistical values using properties provided by a group of individuals to describe concepts using 'shiny'. It estimates the underlying distribution to generate new descriptive words Canessa et al. (2023) , applies a new clustering model, and uses simulations to estimate the probability that two persons describe the same words based on their descriptions Canessa et al. (2022) .

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Install

install.packages('WordListsAnalytics')

Monthly Downloads

133

Version

0.2.4

License

GPL (>= 3)

Maintainer

Sebastian Moreno

Last Published

August 30th, 2024

Functions in WordListsAnalytics (0.2.4)

estimate_participant

Estimate the number of people needed and expected number of unique properties for a determined coverage based on the estimated norms

Calculate all the norms from a Conceptual properties

This function receives a property listing task, a given concept, and a threshold. It clusterizes the data according to the order of the listed properties. Given the mentioned properties of all users for a specific concept, the algorithm estimates a similarity among properties, based on the number of words mentioned between properties. For example, if the properties A and B are usually mentioned one after another, their similarity will be higher than the properties A and C which are usually not even mentioned together. The properties with low similarity to all other properties (below the user-defined threshold) are discarded from the plot.

WordListsAnalytics

PLT App function

CPN Example data

CPN Example data