A statistical analysis of time trends in atmospheric ethane [PDF]
Ethane is the most abundant non-methane hydrocarbon in the Earth's atmosphere and an important precursor of tropospheric ozone through various chemical pathways. Ethane is also an indirect greenhouse gas (global warming potential), influencing the atmospheric lifetime of methane through the consumption of the hydroxyl radical (OH).
arxiv
Trend-surface analysis of the Basin and Range Province, and some geomorphic implications [PDF]
Lawrence K. Lustig
openalex +1 more source
Leap2Trend: A Temporal Word Embedding Approach for Instant Detection of Emerging Scientific Trends
Early detection of emerging research trends could potentially revolutionise the way research is done. For this reason, trend analysis has become an area of paramount importance in academia and industry.
Amna Dridi+3 more
doaj +1 more source
Forecasting Mango and Citrus Production in Nigeria: A Trend analysis [PDF]
This paper provides the prediction of future production of citrus and mango in the medium term up to 2010. The prediction was based on the assumptions that past trends (area planted and yield) and existence of normal weather pattern will hold. Time trend
Salau, Adekunle Sheu+1 more
core +1 more source
Emotional Analysis of Fashion Trends Using Social Media and AI: Sentiment Analysis on Twitter for Fashion Trend Forecasting [PDF]
This study explores the intersection of fashion trends and social media sentiment through computational analysis of Twitter data using the T4SA (Twitter for Sentiment Analysis) dataset. By applying natural language processing and machine learning techniques, we examine how sentiment patterns in fashion-related social media conversations can serve as ...
arxiv
Real-Time Classification of Twitter Trends [PDF]
Social media users give rise to social trends as they share about common interests, which can be triggered by different reasons. In this work, we explore the types of triggers that spark trends on Twitter, introducing a typology with following four types: 'news', 'ongoing events', 'memes', and 'commemoratives'.
arxiv
Who Makes Trends? Understanding Demographic Biases in Crowdsourced Recommendations [PDF]
Users of social media sites like Facebook and Twitter rely on crowdsourced content recommendation systems (e.g., Trending Topics) to retrieve important and useful information. Contents selected for recommendation indirectly give the initial users who promoted (by liking or posting) the content an opportunity to propagate their messages to a wider ...
arxiv
Utilizing Social Media Analytics to Detect Trends in Saudi Arabias Evolving Market [PDF]
Saudi Arabia faced a swift economic growth and societal transformation under Vision 2030. This offers a unique opportunity to track emerging trends in the region, which will ultimately pave the way for new business and investment possibilities. This paper explores how AI and social media analytics can identify and track trends across sectors such as ...
arxiv +1 more source
Performance of short-term trend predictors for current economic analysis [PDF]
We study the performance of several short-term trend estimators for current economic analysis. These estimators are available in X11-ARIMA, X12-ARIMA, TRAMO-SEATS and STAMP.
Estelle Bee Dagum, Olivier Darne
core