Prices & Characteristics Of Spanish Homes by Kaggle | Finance and Economics

About this Dataset

Prices & Characteristics Of Spanish Homes

Prices & Characteristics of Spanish Homes

Uncovering Market Trends in Spain

About this dataset

This dataset provides a wealth of information about the current Spanish housing market for potential buyers. This comprehensive data set includes research-level information about region, number of rooms, size, price, photos and more for different available properties across the country. This data can help researchers understand the wide pricing range and characteristics associated with these homes in great detail. For example, it allows us to uncover average price per square meter as well as differences in prices between larger and smaller locations. Further exploration also reveals correlations between price and surface area as well as number of rooms and pricing models - all immensely helpful to those wishing to purchase or rent properties in Spain! By further investigating this rich set of information provided by this dataset, prospective property buyers can be more informed when making decisions regarding their next home or investment opportunities within the Spanish housing market

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How to use the dataset

Welcome to the Prices and Characteristics of Spanish Houses for Sale dataset! This data set contains comprehensive information about Spanish houses for sale, including location, price, size, and number of rooms. Here’s a guide to help you get started.

Explore the columns included in this dataset: the summary column provides an overview of the property while description provides more in-depth details. The location column offers geographical details about each house; photo displays a picture of each property; recomendado indicates whether or not it has been recommended; price gives you an idea of how much each house costs; size determines how large or small it is; rooms tells you how many bedrooms it has to offer; price/m2 states the Square Meter Price for each home; bathrooms lets you know how many bathrooms it has on the premises; Num Photos shows you the exact number of images available for that home and type directs which type it is (apartment); region helps pinpoint exactly where these homes are located.

Analyze relationships between variables: use this dataset to uncover interesting correlations between pricing and other characteristics such as size and number of rooms, or between prices in different regions within Spain. You can also gain insight into average pricing by square meter across various locations - this data might be useful if you're looking at making a real estate investment decision based on market trends around Spain's housing sector!

Research current market trends: review historical data points from within this dataset with regards to pricing changes over time, as well as differences in supply/demand dynamics across distinct locations within Spain's housing market - all these insights can be used when deciding whether or not now would be an ideal time to purchase property in certain areas!
Overall, we hope that with this information at hand your research into Spain's current housing market will provide useful results and lend insight that may assist your purchase decision process when considering buying S[anish homes!

Research Ideas

Comparing the average Spanish house price in different regions to determine if prices are more expensive in certain regions.

Examining the correlation between size and number of rooms to understand which properties would be a better investment given their size.

Analyzing the relationship between number of photos uploaded for a property and its price, to determine if there is any correlation between them or not

Acknowledgements

If you use this dataset in your research, please credit the original authors.
Data Source

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: pisos.csv

Column name	Description
summary	A brief description of the property. (Text)
location	The geographical area or postcode of the property. (Text)
photo	A photo of the property. (Image)
recomendado	Whether the property has been recommended or not. (Boolean)
price	The overall cost of the property. (Number)
size	The size of the property in square meters. (Number)
rooms	The number of rooms in the property. (Number)
price/m2	The price per square meter of the property. (Number)
bathrooms	The number of bathrooms in the property. (Number)
Num Photos	The number of photos of the property. (Number)
type	Whether the property is a new build or a resale. (Text)
region	The region in which the property is located. (Text)

Acknowledgements

If you use this dataset in your research, please credit the original authors.
If you use this dataset in your research, please credit .

Tables

Pisos

@kaggle.thedevastator_prices_characteristics_of_spanish_homes.pisos

80.39 MB
777179 rows
14 columns


CREATE TABLE pisos (
  "unnamed_0" BIGINT,
  "summary" VARCHAR,
  "description" VARCHAR,
  "location" VARCHAR,
  "photo" VARCHAR,
  "recomendado" VARCHAR,
  "price" VARCHAR,
  "size" VARCHAR,
  "rooms" VARCHAR,
  "price_m2" VARCHAR,
  "bathrooms" VARCHAR,
  "num_photos" VARCHAR,
  "type" VARCHAR,
  "region" VARCHAR
);