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Text-Analytics

Text Processing, Language Translation, and Social Network Analysis

Project Overview

This project develops a comprehensive tool in Python for text processing, language translation, and social network analysis. It includes a range of functionalities that deal with text data manipulation, translation of English words to Latin, and analyzing social network relationships.

Features

Text Processing

  • File Reading: Functions to read text from files and display the content.
  • Text Cleaning: Removes punctuation and unnecessary whitespace, and converts text to lowercase.
  • Sentence Segmentation: Splits text into individual sentences.

Language Translation

  • English to Latin Translation: Translates English words to Latin by rearranging letters and adding suffixes.
  • Vowel Checking: Determines whether a word starts with a vowel to guide the translation process.

Social Network Analysis

  • Social Network Construction: Reads social relationships from files to build a network represented as a dictionary.
  • Following Functionality: Determines whom a user is following within the network.

Performance Evaluation

Uses the '%timeit' magic command to measure and compare the execution time of functions.

Conclusion

This project showcases the integration of various Python functionalities for handling and analyzing text and network data. It provides a solid foundation for further exploration in text analysis, language translation, and social network dynamics.