Elena Rivas RuzafaHead of Engineering and Data ScienceDigital Products

DataAI

Models

Infraestructure

Global Solutions

Modularized Solution

Big Data Geo

Calculation

AI Machine Learning

Framework

GIS Layer Process

GIS Layer Process

AI Location

Intelligence

3D Visualization

Clustering Algorithm

Computer Vision

Prediction Model

Data Profiling Process

DataAI

Models

Infraestructure

APP

APP

Global Solutions

Visualization

APP

APP

TRANSACTIONS ENVIRONMENTLOCATIONPEOPLE

Properties

DATA IN REAL ESTATE

Telecom Data

Year built: 1920

Telecom Data ++

Across SourcesNot just one-to-one match

Transactions

Data

DBSCAN : Density BasedSpatial Clustering

Is your property at risk?

ENVIRONMENTAL VARIABLES that have any impact in REAL ESTATE

CLIMATEVARIABLES

SOCIALVARIABLES

QUALITYOF LIFE

FiresFloods

TornadoesEarthquakes

Extreme TemperatureHydric water

NoiseAir Pollution

%Green areasWater qualitySoil pollution

CrimePoverty

UnemploymentDiversity

Walkable roadsSchools

East or West?

Tornadoes

Earthquakes

14Crimes Index

Best place to live?

A

BD

D

PROPERTY SCORECARD

MadridNew York London

Elena Rivas RuzafaHead of Engineering and Data ScienceDigital Products

THANK YOU!