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This article presents DataXploreFines, an innovative Shiny application thatrevolutionizes data exploration, analysis, and visualization. The applicationoffers functionalities for data loading, management, summarization, basicgraphs, advanced analysis, and contact. Users can upload their datasets inpopular formats like CSV or Excel, explore the data structure, performmanipulations, and obtain statistical summaries. DataXploreFines provides awide range of interactive visualizations, including histograms, scatter plots,bar charts, and line graphs, enabling users to identify patterns and trends.Additionally, the application offers statistical tools such as time seriesanalysis using ARIMA and SARIMA models, forecasting, and Ljung-Box statistic.Its user-friendly interface empowers individuals from various domains,including beginners in statistics, to make informed decisions.

DataXploreFines: Generalized Data for Informed Decision, Making, An Interactive Shiny Application for Data Analysis and Visualization