When Can You Check In & Check Out? Analyzing Hotel Times in WP Kuala Lumpur

A visual exploration of hotel check-in & check-out times across WP Kuala Lumpur

data visualization
Author

Zahier Nasrudin

Published

November 4, 2024

Introduction

This post examines and visualizes hotel check-in and check-out times in WP Kuala Lumpur,

Scope

  • Data web-scraped from publicly available information on hotels in WP Kuala Lumpur.
  • A total of 484 hotels were included in the analysis

Distribution of Check-in Times

The graph above shows the distribution of the earliest allowed check-in times across 484 hotels in WP Kuala Lumpur.

  • Most Common Check-In Time: The majority of hotels (292) have an earliest check-in time of 15:00 (3 PM), indicating a common industry standard.

  • Afternoon Check-Ins: A significant number of hotels (172) also allow check-in at 14:00 (2 PM).

Distribution of Check-out Times

  • Most Common Check-Out Time: The majority of hotels (384) have a latest check-out time of 12:00 PM (noon).

  • Flexible Check-Out Options: A small number of hotels allow check-outs as late as 1:00 PM (5 hotels) or even offer 24-hour check-out (23 hotels), as long as it’s the same day. This provides flexibility for guests with varying schedules