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MadanText (version 0.1.0)

Persian Text Mining Tool for Frequency Analysis, Statistical Analysis, and Word Clouds

Description

This is an open-source software designed specifically for text mining in the Persian language. It allows users to examine word frequencies, download data for analysis, and generate word clouds. This tool is particularly useful for researchers and analysts working with Persian language 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('MadanText')

Monthly Downloads

151

Version

0.1.0

License

GPL-3

Maintainer

Kido Ishikawa

Last Published

December 6th, 2023

Functions in MadanText (0.1.0)

PMI

Calculate Pointwise Mutual Information (PMI)
fun.one.sums

General Persian Suffix Modification
f3

Persian Text Normalization and Stemming
ASDATA.FRAME

Convert to Data Frame
f5

Filter Data Frame by Document ID
f6

Extract Token Information from Data Frame
fun.all.sums

Apply Suffix Modifications to Persian Words
f7

Extract and Count Specific Parts of Speech
TYPE

Persian Suffixes
fungi

Persian Suffix Modification
fungan

Persian Suffix Modification for 'Persian text here' Suffix
ui

User Interface for MadanText
LEMMA

Persian Lemmatization
funmi

Modify Persian Words Starting with 'Persian text here'
server

Server Logic for MadanText Shiny Application