What details about Tokyo hotels and hostels are provided in this dataset?

The dataset offers detailed insights into hotels and hostels in Tokyo, including their names, websites, geospatial coordinates (latitude and longitude), customer ratings, and review counts. It also provides contact details (phone numbers), addresses, traffic patterns, meal trends, and service tags (e.g., hostel, hotel, restaurant). This data is valuable for tourism analysis, enhancing guest experiences, strategic planning for the hospitality sector, and supporting urban development efforts.

How many hotels and hostels are there in Tokyo?

The dataset provides an in-depth overview of Tokyo's hospitality landscape, encompassing 3,190 points of interest (POIs) that include hotels, hostels, and other types of accommodations. The most prevalent tag is "Hotel," appearing 2,414 times, which underscores the dominance of traditional hotel accommodations in Tokyo. Other notable categories include "Japanese-style business hotel" (624 occurrences), and "Japanese inn" (249 occurrences) highlighting the variety of lodging options available.

The data also reveals niche categories such as "Capsule hotel" (88 occurrences) and "Serviced accommodation" (95 occurrences), catering to unique traveler needs. Furthermore, categories like "Restaurant" (62 occurrences) and "Cafe" (31 occurrences) indicate the integration of dining options within lodging facilities. Less common tags such as "Gym," "Garden," and "Working women's hostel," each with a single occurrence, reflect the specialized services offered by certain establishments.

This diverse distribution of accommodation types demonstrates Tokyo's ability to cater to a broad range of traveler preferences, from traditional and budget-friendly stays to luxury and specialized lodging experiences. Such data provides valuable insights for stakeholders in the tourism and hospitality industry, aiding in market analysis, strategic planning, and service enhancement.

Analyzing Phone Number Availability Across Tokyo's Hospitality Sector

Out of the total entries, 2,615 accommodations (approximately 82%) have listed phone numbers, indicating a strong commitment to accessibility and customer support within the hospitality sector.

On the other hand, 575 accommodations (around 18%) lack phone contact details, which may reflect an opportunity for improvement in providing better communication channels for potential guests. Ensuring comprehensive contact information can enhance customer convenience, build trust, and improve the overall guest experience, particularly for international travelers who may require assistance before arrival.

Insights from Hotel Reviews in Tokyo: Trends and Opportunities

The histogram illustrates the distribution of review counts for hotels and hostels in the Tokyo dataset. The vast majority of points of interest (POIs) have relatively low numbers of reviews, with a significant spike in the range of 0 to 500 reviews. This suggests that most accommodations receive limited customer feedback, potentially indicating smaller-scale operations or less visibility in online platforms.

As the number of reviews increases, the frequency of POIs decreases sharply, with very few accommodations surpassing the 2,500-review mark. However, there are a small number of outliers with exceptionally high review counts (beyond 10,000), which likely represent prominent or highly popular establishments such as large hotels or well-known chains.

Top 10 Hotels by Reviews number are shown below.Tokyo's top hotels, led by Shinagawa Prince Hotel (18,992 reviews) and Keio Plaza Hotel Tokyo (13,939), highlight the city's premier accommodations. Luxury options like Hotel Gajoen Tokyo and international brands such as Hilton Tokyo showcase a blend of local and global excellence in hospitality.

Hotel Star Rating Distribution in Tokyo

The dataset reveals the distribution of star ratings among Tokyo's hotels, providing insights into the city's accommodation landscape. The majority of hotels are categorized as 3-star accommodations, with 763 establishments, highlighting a strong mid-range hospitality sector. 2-star hotels follow with 398, catering to budget-conscious travelers. Higher-end options include 4-star hotels with 132 and 5-star hotels with 39, showcasing a presence of luxury accommodations. 1-star hotels, with 80 entries, represent a smaller segment of the market, likely catering to highly budget-oriented travelers. This distribution underscores Tokyo's ability to cater to diverse traveler needs, from budget-friendly stays to luxury experiences.

Visitation Trends in Tokyo's Hospitality Sector

A significant majority, 197 establishments, experience above average visitation, indicating their popularity among travelers. This is followed by 15 establishments categorized under average visitation, reflecting moderate foot traffic. Only 4 accommodations fall under the highly visited category, suggesting a small subset of extremely popular destinations, likely well-known landmarks or luxury hotels. These findings highlight a concentration of moderately popular locations while indicating opportunities to increase visibility and attract higher traffic for underperforming establishments.

Analysis of Photo Availability in Tokyo Hotels Dataset

The dataset reveals that a significant majority of hotels in Tokyo have photos available, with a total of 2,862 hotels providing visual content. In contrast, 328 hotels have their photos not available. This indicates that approximately 89.7% of the hotels in the dataset include photos, while 10.3% do not. The high availability of photos is crucial for enhancing customer decision-making and improving the user experience in travel planning. However, the absence of photos for some hotels highlights an area for improvement in ensuring a consistent and comprehensive dataset.