A Tool for Statistical Analysis of Alphabets and Words of Hindi

摘要

Natural language processing (NLP) is an approach to analyze and understand human language in a smart and useful way. Statistical analysis is an approach of mathematics to examine and perform analysis to map data in the form of numeric values. Frequency analysis of Hindi alphabets and words can help to examine occurrence frequency of words and alphabets in according to the provided word list. In this paper, an integrated model has been developed and implemented to perform statistical analysis of alphabets and words for the Hindi language. The complete model includes three modules for word-list preparation, frequency count and statistical analysis of alphabets and words. Hindi News articles of local and national paper have been considered as the input source. The tool evaluates the length, frequency of occurrence of practical and dictionary words.