SAMA

Data Science & Machine Learning

REAL ESTATE INVESTMENT

OPTIMIZING CAPITAL INVESTED IN SHORT-TERM RENTAL PROPERTIES

Real Estate Investment Airbnb

Project Overview


SAMA helped the client transform their short-term rental property investment plan in Madrid into a profitable and secure project.
We used data extracted from Airbnb through web scraping to discover properties with the highest potential return, ensuring that every euro invested yielded the highest possible return.


Project Objective


Our goal was to uncover the hidden gems in Madrid's short-term rental market, identifying properties and areas with high earning potential to ensure our client's investment was not only safe but also as profitable as possible.


Methodology Used


Our Discovery methodology and advanced Business Analytics techniques allowed us to transform raw data into a precise map indicating where to invest.
We defined key indicators such as rental prices, occupancy rates, and costs by area from all existing Airbnb data for the city of Madrid, to offer a level of detail and precision that traditional techniques simply cannot match.


Process and Analysis


Data Collection and Preparation: We started with a thorough data collection on properties in Madrid, preparing and structuring this information for analysis.


Data Cleaning: We optimized the data quality by transforming it to be completely relevant and useful for your investment strategy.


Analysis and Insights: Our team extracted patterns and trends to help our client make better investment decisions, ensuring their capital was focused on the areas and properties with the highest returns.


Results Achieved


The result was clear: we identified the types of properties and areas in Madrid that have the highest return per euro invested in short-term rental properties, offering the investor a precise guide on where to focus their efforts to obtain the best possible returns.



Be our next success story

Airbnb

We Turn Data into Strategies

Short-term rental

We transformed raw data into a precise map indicating where to invest.

We increased the security and ROI of our client.

Profitability Improvement

20% More Profitability

Our client's ROI increased by 20% annually.

12% Cost Savings

The average purchase cost decreased by 12%.