Análisis exploratorio de reservas de una cadena hotelera con sedes en Bogotá, Medellín, Cartagena, Cali y Santa Marta. Incluye la revisión y limpieza de datos, y siete preguntas sobre cancelación, anticipación de la reserva, tarifas, satisfacción y clientes frecuentes. El informe presenta tablas y gráficos elaborados en R Markdown, junto con conclusiones y recomendaciones para la gestión hotelera.

I have introduced the term "Data Practitioner" as a generic job descriptor because we have so many different job role titles for individuals whose work activities overlap including Data Scientist, Data Engineer, Data Analyst, Business Analyst, Data Architect, etc. For this story we will answer the question, "How much do we get paid?" Your analysis and data visualizations must address the variation in average salary based on role descriptor and state. Professor Kowalchuk