-
Project Overview: Sentiment Analysis of Academic Publications This project focuses on performing sentiment analysis on academic publications, using data from a Scopus dataset (from mendeley.com). The objective is to extract and visualize the sentiment trends (positive, neutral, or negative) across various types of documents, years, and research topics. Steps Involved: Sentiment Distribution by Year: This…
-
Disclosure: The data presented in the graphics below use indexed values, which do not reflect the actual number of job postings. However, they effectively illustrate the trends and relative comparisons across different sectors, providing clear insights into sectoral performance over time. The job market is a dynamic environment, continuously influenced by global events, technological advancements,…