How this analysis was created: This summary and feature list were written by an AI model that read the project's README and public documentation pages. Each feature links to the documentation it came from; stars, license and language come straight from the GitHub API. The model does not read the source code, and the analysis is refreshed when the project is re-analysed. Learn more on our About page.
This project is a collection of Python implementations for web scraping, network traffic interception, data analysis, and sentiment analysis. It provides methods for extracting structured data from websites and mobile application interfaces. The collection includes tools for capturing and analyzing network packets from mobile applications to identify hidden internal API endpoints. It also features scripts for evaluating the emotional tone and public perception of text data. The project covers data manipulation and transformation of large datasets, as well as the generation of charts and grap
JioNLP is a Chinese natural language processing toolkit designed for cleaning, normalizing, and extracting structured information from unstructured text. It functions as a linguistic analyzer for Chinese characters and a rule-based named entity extractor, providing a specialized system for sentiment scoring and synthetic data generation for machine learning workflows. The project features a lexicon-based sentiment analysis engine that computes numerical emotional tone scores and a data augmentation library that uses back-translation and synonym replacement to expand training datasets. It incl
nlp.js is a JavaScript natural language processing library and development framework used to build natural language understanding engines. It provides a toolkit for creating local machine learning models for intent classification and acts as a multilingual text processor that detects languages and normalizes text across various dialects. The framework distinguishes itself by supporting local execution on both servers and mobile devices, enabling chatbot functionality without an internet connection. It features a specialized system for conversational slot filling to collect mandatory informati
This is a Chinese natural language processing toolkit providing a suite of tools for word segmentation, part-of-speech tagging, and named entity recognition. It includes a neural dependency parser for analyzing syntactic and semantic relationships between words and a machine learning training suite for creating custom linguistic models using annotated datasets. The toolkit distinguishes itself through its deployment flexibility, offering a dockerized server and a web service interface that exposes processing capabilities via API. It supports the use of pretrained models and allows for the int
VADER (Valence Aware Dictionary and sEntiment Reasoner) is a rule-based, lexicon-driven sentiment analyzer that assigns polarity scores to text by matching words against a curated sentiment dictionary and applying linguistic heuristics. It processes text at the sentence level, returning a compound score normalized between -1 (negative) and +1 (positive) along with separate positive, neutral, and negative intensity breakdowns.
The main features of cjhutto/vadersentiment are: Lexicon-Based Sentiment Analyzers, Contextual Linguistic Sentiment Analysis, Rule-Enhanced Analyzers, Social Media Sentiment Analysis, Sentiment Polarity Scoring, Sentiment Score, Sentiment Rule Modifiers, Long-Form Sentiment Analysis.
Open-source alternatives to cjhutto/vadersentiment include: alfred1984/interesting-python — This project is a collection of Python implementations for web scraping, network traffic interception, data analysis,… dongrixinyu/jionlp — JioNLP is a Chinese natural language processing toolkit designed for cleaning, normalizing, and extracting structured… axa-group/nlp.js — nlp.js is a JavaScript natural language processing library and development framework used to build natural language… hit-scir/ltp — This is a Chinese natural language processing toolkit providing a suite of tools for word segmentation, part-of-speech… johnsnowlabs/spark-nlp — Spark NLP is a toolkit for scalable text analysis and machine learning built on the Apache Spark distributed computing… isnowfy/snownlp — SnowNLP is a Python library for Chinese natural language processing. It provides tools for text segmentation,…