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中文情感分析库(Chinese Sentiment))可对文本进行情绪分析、正负情感分析。Text analysis, supporting multiple methods including word count, readability, document similarity, sentiment analysis, Word2Vec .

cntext 是一个专为社会科学实证研究设计的中文文本分析 Python 库。它不仅提供传统的词频统计和情感分析，还支持词嵌入训练、语义投影计算等高级功能，帮助研究者从大规模非结构化文本中测量抽象构念——如态度、认知、文化观念与心理状态。

KH Coder: for Quantitative Content Analysis or Text Mining

Media Cloud is an open source, open data platform that allows researchers to answer quantitative questions about the content of online media.

Discourse Network Analyzer (DNA)

Tools/resources for journalism, media, communication, computational social science

Automatically generate multi-language subtitles using AWS AI/ML services. Machine generated subtitles can be edited to improve accuracy and downstream tracks will automatically be regenerated based on the edits. Built on Media Insights Engine (https://github.com/awslabs/aws-media-insights-engine)

SharpAPI - Automate with AI-powered API. Leverage AI API for workflows automation in E-Commerce, Marketing, Content Management, HR Tech, Travel, and more.

SharpAPI.com - Automate with AI-powered API. Leverage AI API for workflows automation in E-Commerce, Marketing, Content Management, HR Tech, Travel, and more.

Free and open-source software for computer-assisted qualitative data analysis

An easy way to collaboratively code social media posts for manual content and discourse analysis

Turn Xiaohongshu links into graph-ready Obsidian knowledge cards with images, hot comments, and deep notes.

Master's Thesis: Automatic Tagging of Musical Compositions Using Machine Learning Methods

Unleash the power of AI with SuperSummarizeAI! Effortlessly extract, condense, and clip content from webpages and YouTube videos using ChatGPT. Turning endless streams of content into digestible summaries.

RAPTOR (Rapid AI-Powered Text and Object Recognition) is an AI-native Content Insight Engine that transforms passive media storage into an intelligent knowledge platform through automated analysis, semantic search, and actionable insights. RAPTOR reducing manual tagging by 85% and making content discovery 10x faster.

Code for paper "TLEE: Temporal-wise and Layer-wise Early Exiting Network for Efficient Video Recognition on Edge Devices"

Text analysis: planning to publication

Powerful SEO Analyzer for comprehensive on-page, technical, and content audits. Features CLI & Flask API. Ideal for developers & SEOs. #Python #SEO

castarter - Content analysis starter toolkit for R

Web server app that crawls and saves news articles, provides article API for research

Projekt för att kontinuerligt övervaka en webbplats mätbara kvalitetsfaktorer.

These #LangChain-powered apps include a Research Assistant that generates reports using web scraping and GPT-4o-mini, and Chat With Video, a #Streamlit app that #transcribes videos and enables content-based Q&A via #embeddings.

Code for paper "Joint Adaptive Resolution Selection and Conditional Early Exiting for Efficient Video Recognition on Edge Devices"

A Java tool for social media analysis, offering project creation, sentiment analysis, and statistical insights from Reddit, Twitter, and YouTube data.

An auxiliary tool for thematic analysis in qualitative research

Zero-dependency TypeScript text analysis and readability toolkit. 8 readability formulas, sentiment analysis, keyword extraction, SEO scoring, summarization, and CLI.

MalwareScan - Unified API frontend to various malware analysis and sandboxing backends.

Supporting information for the paper "The narrative of sustainability and circular economy – a longitudinal review of two decades of research” - https://doi.org/10.1016/j.resconrec.2020.105073

VideoWise is a video transcription and AI-powered analysis tool that helps users easily upload, transcribe, and interact with video content. Using WhisperX for high-quality transcriptions and Ollama for AI-driven insights, VideoWise makes it easy to search, analyze, and export video data.