One post tagged with "clean-text"

Performance Showdown: emoji.demojize() vs. clean-text for Emoji Handling​

When choosing a library for high-throughput text preprocessing, performance is often as important as accuracy. Both the emoji library's demojize() function and the comprehensive clean-text library can remove or replace emojis, but they serve different purposes, which impacts their speed and efficiency.

Since no direct, widely-published benchmark comparing only these two specific functions exists, this analysis focuses on their architectural differences and their respective performance profiles, based on typical NLP use cases.