Integrate Python, R, and Julia in a single Jupyter Notebook for efficient data analysis by using Julia for fast data preparation, Python for machine learning, and R for visualization with ggplot2. Ensure all necessary kernels and libraries are installed for seamless operation.

Recent advances in AI, particularly generative large language models, enhance research efficiency through AI-augmented annotations, assisted programming, content-based file management, grammar correction, and idea generation, offering tools like Label Studio, GitHub Copilot, and BotAI for improved workflows.

To prevent data loss, use Syncthing for real-time file synchronization, Tailscale for secure internal networking, and GitHub for code backup and collaboration. This approach ensures data integrity and accessibility across multiple projects.

Causal inference is gaining traction in communication studies, with recent studies employing methods like Difference-in-Difference, Regression Discontinuity Design, Synthetic Control Method, and Instrumental Variable to analyze communication phenomena.

Discussion on media studies theory highlights the relationship between modernity and medium, exploring perspectives from theorists like Innis, McLuhan, and Benjamin, while addressing cultural debates on high and low culture and the impact of media on society.

To install the LaTeX-OCR tool on M1, use Homebrew to install the compiled Qt library, then install PyTorch via Conda. Follow specific steps to set up the environment, and use the tool by running a Python command to recognize LaTeX images from the clipboard.

Polars outperforms Pandas significantly in speed tests for common data operations, completing tasks like importing CSV files and groupby/sum operations in a fraction of the time, demonstrating its efficiency on an Apple Silicon M1 environment.

To resolve the "no library called 'cairo-2' was found" error on Apple Silicon when using igraph, install Cairo with brew install cairo and then install pycairo using pip3 install --force-reinstall --no-cache-dir pycairo.

A good writing style can be challenging for non-native writers, but "Style: The Basics of Clarity and Grace" offers a solution. The book is a clear and concise guide to achieving clarity in writing, making it a must-read for foreign learners of the English language.

Linear algebra is also a system has input and output (function, transformation, operator). But it is amazing.

Introducing a Telegram bot for the Notion CN Community, utilizing the Notion Official API, featuring keyword triggers, a delete button, and structured database capabilities.

Nobelium is a minimalist blog system for Notion, built with NextJS and Vercel, offering fast performance, instant deployment, full functionality, easy customization, and SEO-friendly URLs, aimed at individual creators. Contributions are welcome for those who value simplicity.

This study examines the use of “algorithms in everyday labor” to explore the labor conditions of three Chinese food delivery platforms: Baidu Deliveries, Eleme, and Meituan.

A Python function to check if one string is an anagram of another was developed, achieving a performance that beats 98.93% of competitors, utilizing the efficiency of sets for optimal operations.

A Notion Table Generator tool enhances writing by allowing users to create customizable tables with features like KaTex compatibility, instant previews, and two-way data binding, built using Vue framework.

A network is a representation of connections among a set of nodes and edges.

The concept of social capital describes the benefits individuals derive from their social relationships and interactions: resources such as emotional support, exposure to diverse ideas, and access to non-redundant information. Social capital is embedded in the structure of social networks and the location of individuals within these structures (Burt, 2005). Because social network sites (SNSs) have the potential to reshape social networks and lower the costs of communicating with (and thus contributing to and extracting benefits from) this social network, SNS use may have social capital implications. This study is among the first to explore the relationship between social capital and specific communication practices on the most popular SNS among US undergraduates, Facebook.

We used logistic regression and random forest to predict user behaviors on a Chinese social network, Weibo.

Process, LAVAAN, SEM, R, and Rstudio

This project uses several machine learning models to predict reservation cancellation. Among them, DART in LightGBM beats other competitors with highest testing accuracy (table) and also other metrics.