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Documentation Index

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Section 3.5 of upc-grupo5-tb1.R produces eight ggplot2 charts that together answer key questions about hotel booking patterns, guest composition, parking demand, seasonal trends, and cancellation rates. The charts split naturally into three thematic groups: booking volumes and guest characteristics, seasonal and stay-length patterns, and cancellation behavior relative to hotel type and lead time.

Bookings, guests, and parking

Charts 1, 5, and 6 — booking counts by hotel type, proportion of bookings with children or babies, and parking space demand.

Seasonal trends and stay patterns

Charts 2, 3, and 4 — monthly trend lines by year, distribution of bookings across months, and the relationship between weekend and weeknight stays.

Cancellations and lead time

Charts 7 and 8 — proportional cancellation rates by hotel type and a boxplot comparing lead time between canceled and kept reservations.

All eight charts at a glance

#TitleQuestion answered
1Cantidad de Reservas por Tipo de HotelWhich hotel type — Resort or City — receives more bookings overall?
2Tendencia de Reservas por Mes y AñoHow does monthly booking volume change across years?
3Distribución de Reservas por MesWhich months are the busiest for arrivals?
4Relación de Noches de Fin de Semana vs SemanaIs there a correlation between weekend nights and weeknight stays per booking?
5Proporción de Reservas con MenoresWhat share of bookings include children or babies?
6Demanda de EstacionamientosHow many bookings require car parking spaces, and in what quantities?
7Proporción de Cancelaciones por HotelDoes cancellation rate differ between Resort Hotel and City Hotel?
8Antelación de Reserva vs CancelaciónDo guests who cancel tend to book further in advance than those who do not?

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