Authors: Oldemar Rodriguez R. with contributions from Diego Jimenez A. and Andres Navarro D.
Working with Shiny more than 1 year
Abstract: discoveR: Exploratory Data Analysis System Performs an exploratory data analysis through a 'shiny' interface. It includes basic methods such as the mean, median, mode, normality test, among others. It also includes clustering techniques such as Principal Components Analysis, Hierarchical Clustering and the K-Means Method.
Greetings everyone, this is an interactive application that works with any dataset found in .csv format. If you want to test the application, but you don't have dataset on hand, you can download the iris dataset from the attached link. I appreciate the support you can give the application if you like it.
Cuenta con un formato muy amigable para personas que tienen poco dominio en las técnicas de minería de datos, con técnicas de avanzada que responden a los más actual
dicoveR from the costa rican company PROMiDAT is an accurate tool to perform exploratory data analysis. It's constantly adaptability to different types of data, scalability and analysis duration are its primary advantages.
This is a great software with well-designed features for someone that is starting to do data exploration. It performs basic statistical methods in a very user-friendly interface. The results are shown in an organized way with multiple visualizations that allowed me to quickly apply different methods to my data. I love it.
This is an amazing tool for those R begginers who want to explore data in an orderly way, and not beeing overwelmed by R verbose ouputs. A good introduction tool to EDA.
Considero discoveR una herramienta versátil e interactiva, fácil de usar y de aprender utilizando, especialmente útil para personas que se inician en minería de datos sin quizá un conocimiento previo profundo de análisis estadístico, aunque esto sea deseable claro. Además es una aplicación didáctica y con presentación gráfica amigable de datos, tanto en análisis clásico de características descriptivas como en otras técnicas más específicas como determinación y análisis de agrupación de observaciones y variables.
Una de las mejores aplicaciones para realizar análisis exploratorio de datos, muy fácil de utilizar, excelente herramienta para apoyar la educación y el aprendizaje del lenguaje R. Felicidades.
