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MadanTextNetwork (version 0.1.0)

Persian Text Mining Tool for Co-Occurrence Network

Description

Provides an extension to 'MadanText' for creating and analyzing co-occurrence networks in Persian text data. This package mainly makes use of the 'PersianStemmer' (Safshekan, R., et al. (2019). ), 'udpipe' (Wijffels, J., et al. (2023). ), and 'shiny' (Chang, W., et al. (2023). ) packages.

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Version

Install

install.packages('MadanTextNetwork')

Monthly Downloads

163

Version

0.1.0

License

GPL-3

Maintainer

Kido Ishikawa

Last Published

December 8th, 2023

Functions in MadanTextNetwork (0.1.0)

Persian Suffix Modification

Server Logic for MadanText Shiny Application

Set Graph Attributes

Calculate Pointwise Mutual Information (PMI)

Filter Data Frame by Document ID

Convert to Data Frame

Persian Text Normalization and Stemming

Extract Bigram Information and Count Frequency

Community.Detection.Plot

Plot Community Detection in a Graph

Scale a Numeric Vector

Cluster a Graph and Extract Largest Component

Persian Lemmatization

Community.Detection.Membership

Get Community Membership of a Graph

Modify Persian Words Starting with 'Persian text here'

Create and Plot a Correlation Network

Persian Suffix Modification for 'Persian text here' Suffix

Apply Suffix Modifications to Persian Words

General Persian Suffix Modification

Extract and Count Specific Parts of Speech

Extract Token Information from Data Frame

User Interface for MadanText