Free hotel datasets. View 2 datasets: City Name: String: The name of a city.

Free hotel datasets Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Free samples available! The platform supports various administrative and geographic data sets, making it easier to locate, analyze, and utilize hotel-related information worldwide. View 3 datasets: Address: String: The address of a company or contact (street name, number, zip code, city, county, country). Each is equipped with a satellite TV and free wifi connection. All the datasets were collected with our Web Scraper APIs. ) and 42,470 cities / towns (or other sub-sub-national Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. KDnuggets. One of the hotels (H1) is a resort hotel and the other is a city hotel (H2). user_id: Unique identifier for users. On May 21, 2009, Data. gov launched with a total of 47 datasets. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. Dogs for image recognition and Capital Bike Sharing for time series analysis — will help you build your data science skills and portfolio. Original Dataset include booking information for a city hotel and a resort hotel, both in Portugal. Data about a hotel booking over the period of 3 years, thus from 2018 to 2020 Hotel Dataset | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. These images come from both travel websites, as well as the TraffickCam mobile application, which allows every day travelers to submit images of their hotel room in order to help combat trafficking. Consistently co-creating valuable data with government agencies to empower people to innovate and make informed decisions. 72 million image files (69. The Hotels-50K dataset consists of over 1 million images from 50,000 different hotels around the world. Hospitality Dataset. Revolutionize your hospitality business dynamics with our comprehensive dataset, providing invaluable insights into hotel and restaurant reviews, pricing dynamics, and exclusive deals, empowering you to refine your offerings, enhance customer satisfaction, and outshine competitors in the dynamic hospitality landscape. A merged dataset of the Hotels, Motels, B&Bs, and Boarding Houses and the Short-Term Rentals datasets. Learn more. With this dataset, consisting of 20k reviews crawled from Tripadvisor, you can explore what makes a great hotel and maybe even use this model in your travels! Quarterly data for the last year for each region is available for free download on this page. Since the number of hotels is the same as the PrefLib dataset, is likely that there is the same dataset, hence, it could have 675,069 reviews. By analyzing this data, it aims to help hotels optimize staffing, personalize services, and refine strategies for better guest experiences and business growth. Format ~XML (Semi-XML, doesn't close tags) Structure. Buy & download Hotel Rates & Pricing Data datasets instantly. Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. -J. Feb 28, 2021 · On this page, you can find a list of several hundred data sets you can use. Oct 17, 2022 · In this post we can find free public datasets for Data Science projects. 3GB) from 4333 hotels crawled from TripAdvisor (beta) Open Data Philippines. Preview data samples for free. Dataset includes information such as when the booking was made, length of stay, number of nights booked in week-day and in the week-ends, the number of adults, children, and/or babies, the source of the booking (direct client, corporate, travel agencies) and many other things. , Ryu, W. sg provides free access to interactive charts and maps for national datasets, along with APIs for development. The Hotel Booking Analysis EDA project dives into a diverse dataset of hotel bookings to uncover trends, customer preferences, and cancellation patterns. , Los Angeles, Orlando ). View 3 datasets: Phone Number: String: The phone number of a contact or organization. By understanding guest preferences and behavior, you can offer a personalized experience that meets or exceeds their expectations. These datasets are a powerful source for predictive modeling and data training, fueling NLP, sentiment analysis and AI applications. The dataset contains the hotel demand and revenue of 8 major tourist destinations in the US (e. OK, Got it. Local Hotel Occupancy Tax (HOT) data has been compiled by Back to all datasets Free Dataset: Hotel Booking Demand. See full list on github. This data article describes two datasets with hotel demand data. Singapore's open data platform - making data discoverable, understandable, and usable. Learn more View 8 datasets: Country Code Alpha-2: String: The country code in Alpha-2 format (ISO 3166) View 7 datasets: Brand Name: String: The name of a brand. It can be used to analyze and compare hotel ratings across different locations and identify trends or patterns in customer reviews. Unknown. The Open Data Philippines (ODPH) Portal is an online repository of open data from different government agencies. Feb 6, 2021 · Publicly available dataset in the hotel domain (50M versus 0. View 2 datasets: City Name: String: The name of a city. View 3 datasets: Country Name: String: The name of a country. A dataset of hotels, with ratings, features and prices from 51 cities in India Google Indian Hotel Data 2023 | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. The datasets include hotel descriptions, location details, amenities, reviews, property highlights, guest preferences, availability trends, and manager performance. It includes free datasets across various fields, from agriculture to eSports. NEW! We now have regional archive files for research on entire countries: Australia, Canada, France, Germany, Greece, Italy, The Netherlands, Portugal, Spain, Sweden, the United Kingdom and the United States. Our colleagues deliver the most personal service. If you use this dataset in your research, please credit the authors. The training dataset consists of over a million (1,166,835) of anonymized hotel reservations, based on real data, with the following features: user_id - User ID checkin - Reservation check-in date Develop a database to analyze and visualize Hotel Booking Data. Buy & download Hospitality, Travel & Tourism Data datasets instantly. review: reviews combined as follows: title \n text; overall: The rating given by the user. ) from around the world in 226 countries or territories, 3,675 sub-national areas (states, provinces, etc. com Explore this free Hotel Booking Demand dataset. This table contains international hotel reviews with information on ratings, dates, descriptions, hotel names, cities, and countries. With this dataset, consisting of 20k reviews crawled from Tripadvisor, you can explore what makes a great hotel and maybe even use this model in your travels! Citations on a scale from 1 to 5. Hotels dataset around the Globe. Hotel Dataset: Analyzing Rates, Reviews & Amenities in the Hospitality Industry Hotel Dataset: Rates, Reviews & Amenities(6k+) | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. KDnuggets includes a collection of free datasets for machine learning, data science, and AI projects. View 5 datasets: Country Name: String: The name of a country. Customize Your Own Dataset. . View 2 datasets Find the right Hospitality, Travel & Tourism Datasets: Explore 100s of datasets and databases. ‫العربية‬ ‪Deutsch‬ ‪English‬ ‪Español (España)‬ ‪Español (Latinoamérica)‬ ‪Français‬ ‪Italiano‬ ‪日本語‬ ‪한국어‬ ‪Nederlands‬ Polski‬ ‪Português‬ ‪Русский‬ ‪ไทย‬ ‪Türkçe‬ ‪简体中文‬ ‪中文（香港）‬ ‪繁體中文‬ Develop your data analytics skillset with our free data sets using real-world data, from flight delays and movie ratings to shark attacks and UFO sightings Maven Analytics | Data analytics online training for Excel, Power BI, SQL, Tableau, Python and more Nov 9, 2023 · Access: Free to search, but does include some fee-based search results Sample dataset: Global price of coffee, 1990-present. Specifically, we gathered numerious static features such as Access the Trivago dataset for insights on hotel trends, booking patterns, and traveler demographics. xlsx") Initial Data Exploration. Welcome to the Hotel Booking Dataset Exploration repository! This project delves into a comprehensive analysis of a hotel reservation dataset to uncover insights into booking patterns and cancellation trends. 8 GB) of the hotel rooms, facilities and views. english. 3 Million Hotels in all 254 countries worldwide, and up to 5200 hotel chains, cooperation and brands. Hotels play a crucial role in traveling and with the increased access to information new pathways of selecting the best ones emerged. Government's open data. Each file contains all the reviews for that hotel. ODPH addresses the constitutional right of Filipinos to information and data. Want custom datasets or large datasets from popular and hard to scrape domains? Our high-quality datasets include positive and negative reviews of movies, hotels, enterprises and other reviewed vendors. , 2016. text: Actual text of the review. data. It offers critical insights into property features, pricing trends, and customer preferences, making it an invaluable resource for travel analysts, real estate Find the right Travel Datasets: Explore 100s of datasets and databases. Create a Webz. Buy & download Travel Data datasets instantly. The rooms size change between 20 m2 and 45 m2. io account and create a dataset on your own. Launched in 2018, Google Dataset Search is like Google’s standard search engine, but strictly for data. We also gathered dynamic exogenous variables such as the state’s closure/open policy to enrich our dataset. Each room offers a private bathroom and shower. There are no hotels in the dataset that have only TraffickCam images. read_excel("Hotel Dataset. 8 million records of detailed customer feedback from hotels worldwide. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. Whether you're conducting sentiment analysis, market research, or competitive benchmarking, this dataset provides invaluable insights into customer experiences and preferences. Let data providers come to you! Post your request to reach 1240+ data providers and find the best match for your data needs Hotel booking demand datasets(Data in Brief:2019) Can you predict if customer is going to cancel the reservation ? Explore our extensive Booking Hotel Reviews Large Dataset, featuring over 20. Data points included in this free dataset: property_id: A unique identifier for the property listing on Airbnb; name: Title or name of the Airbnb property listing; Dataset Statistics Of the 50,000 hotel classes in the Hotels-50K training dataset, 13,900 have TraffickCam user-submitted images (a total of 55,061 TraffickCam images are included in the training set). Explore hotel booking data from two different kinds of hotels. 5 GB) and 3. Both datasets share the same structure, with 31 variables describing the 40,060 observations of H1 and 79,330 observations of H2. Access our extensive hotel datasets, featuring detailed information on accommodations worldwide. You can find information for: * Data sources - big datasets collections which has curated data and advanced searching Learn more about Dataset Search. Get access to our hotel database with more than 2. Learn about hotel rates & pricing data, its use cases in travel and tourism, and buying hotel rates & pricing datasets from specialist providers. May 7, 2024 · These free datasets — including Instacart Market Basket Analysis for predictive modeling, Cats vs. Dataset and its context. The datasets span multiple domains, from business to social media data. Citation Alam, M. Containing 878561 reviews (1. Optimize travel and hospitality strategies. This dataset is useful for building your own hotel recommender systems. View 5 datasets: Address: String: The address of a company or contact (street name, number, zip code, city, county, country). Why Download Hotels Data? Hotel data is crucial for urban planning, tourism management, and business development. Apr 10, 2025 · Awesome Public Datasets is a list of topic-centric public data sources in high quality. gov. The dataset includes the following columns in each line: hotel_id: Unique identifier for hotels. The dataset consists of several thousand entries, each representing a hotel booking. cleanliness: The rating regarding the cleanliness. 9M) and additionally, the largest recommendation dataset in a single domain and with textual reviews (50M versus 22M). The data is spread in 1,851 files, one per each hotel. g. Analysis and Insights Cancellation Analysis Feb 1, 2019 · This data article describes two datasets with hotel demand data. The hotel table is comprised of 337,187 hotel records (hotels, motels, inns, B&Bs, hostels, resorts, etc. Each observation represents a hotel booking. The dataset, sourced from Kaggle, provides valuable information about various aspects of 5 days ago · However, works and datasets in the hotel domain are limited: the largest hotel review dataset is below the million samples. We perform initial data exploration to understand the dataset’s structure and identify any potential issues. Practice and apply your data skills with curated datasets in DataLab. Flexible Data Ingestion. The Booking datasets provide detailed and structured information on global accommodations, including hotel descriptions, location details, pricing, amenities, and guest reviews. This dataset contains reservation information for city and resort hotels and includes information such as reservation time, length of stay, number of adults, children Jun 2, 2009 · The home of the U. Data Cleaning: Addressing missing values, outlier detection, and data formatting for effective analysis. Feb 8, 2023 · 1. The data is originally from the article Hotel Booking Demand Datasets, written by Nuno Antonio, Ana Almeida, and Luis Nunes for Data in Brief, Volume 22, February 2019. Additionally, the hotel domain suffers from a higher data sparsity than traditional recommendation datasets and therefore, traditional collaborative-filtering approaches cannot be applied to such data. The data sets have been compiled from a range of sources. It is perfectly placed and perfectly designed to enhance all that Istanbul has to offer. Figure 5 show two histograms that characterize the sam-pling in the This repository contains a collection of free datasets with thousands of records for use in data analysis, machine learning, and research. To use them: Click the name to visit the website mentioned; Download the files (the process is different for each one) From the paper: hotel booking demand datasets. View 4 This database comes with 19 data tables (1. You can also find links to other dataset repositories here. S. Description. May 28, 2023 · These top Kaggle hotel booking analysis datasets provide valuable insights into guest behavior and can help you stay competitive in the hospitality industry. H. The dataset contains sales, daily occupancy, demand, and revenue of the upper-middle class hotels. The table below contains about 800 free data sets on a range of topics. Apr 3, 2024 · # Load dataset df = pd. After the landmark 2013 Open Data Policy required agencies to create comprehensive data inventories and public data listings, the site grew to 115,000+ datasets from 88 organizations by 2015. title: Heading of the user review. Initial steps involved: Data Exploration: Familiarizing with the dataset structure, identifying key features. It seems we turn to Google for everything these days, and data is no exception. , Lee, S. Both datasets share the same structure, with 31 variables describing the 40,060 observations of H1 and Find the right Hotel Rates & Pricing Datasets: Explore 100s of datasets and databases. There is a big number of datasets which cover different areas - machine learning, presentation, data analysis and visualization. 6. lmbe yudbrh faymmd cdmam yau ekau akenle yayke udu tovosjv