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Texas Airbnb Property Listings
Data Science and Analytics
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About
This dataset offers an insightful look into Airbnb property listings in Texas, United States. It contains over 18,000 property records and is designed to help analysts and researchers uncover trends and patterns within the sharing economy and vacation rental sector. The data allows for analysis of various aspects of property listings, contributing to a better understanding of this dynamic market.
Columns
- average_rate_per_night: The average rate charged per night for the property.
- bedrooms_count: The total number of bedrooms available in the property.
- city: The particular city in Texas where the property is located.
- date_of_listing: The specific date when the property was initially listed on Airbnb, representing the joining month and year.
- description: A textual explanation or detailed summary of the property.
- latitude: The geographical latitude coordinate of the property's location.
- longitude: The geographical longitude coordinate of the property's location.
- title: The designated name or headline for the property listing.
- url: The web address or page URL of the property's listing on Airbnb.
Distribution
This dataset is provided as a CSV file. It includes over 18,000 unique property listings, with a file size of approximately 9.35 MB. The data is structured with 10 columns, providing detailed attributes for each property record. While specific numbers for exact rows are not available, there are over 18,000 valid entries across key columns.
Usage
This dataset is suitable for various analytical tasks, including:
- Spatial data visualisation: Mapping property locations to identify geographical clusters or distribution patterns.
- Text mining: Analysing property descriptions for popular keywords, sentiments, or recurring themes.
- Exploratory data analysis: Discovering trends in pricing, property types, or listing behaviour.
- Market research: Understanding the dynamics of the vacation rental market in Texas.
Coverage
The dataset focuses exclusively on Airbnb property listings within Texas, United States. The time range for property listings spans from December 2008 to June 2017, providing a historical view of the market over nearly a decade.
License
CC BY-NC-SA 4.0
Who Can Use It
This dataset is ideal for:
- Data analysts and scientists: For conducting statistical analysis, predictive modelling, and machine learning applications related to real estate and hospitality.
- Researchers: Studying the growth and impact of the sharing economy and vacation rental markets.
- Business professionals: Gaining insights into market trends, competitive landscapes, and investment opportunities in Texas real estate.
- Students: Utilising for academic projects related to urban studies, geography, or data science.
Dataset Name Suggestions
- Texas Airbnb Property Listings
- Airbnb Texas Rental Data
- Texas Vacation Home Data
- US Texas Airbnb Properties
Attributes
Original Data Source: Texas Airbnb Property Listings
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