Hello and welcome to my data science project !

This is a personal project that was also used to validate my IBM Data Science Professional Certificate.

The goal of this project is to answer the following question: Where is a “good place” to buy a house in France and at what price?

You can have a very quick overview of the project by looking at the presentation support :

• Project presentation

You can read the report to understand the project:

• Project report

The project's details can be found in four separate jupyter notebooks:

• Pre-processing data about the communes
• Pre-processing the real estate transaction records
• Data analysis
• Estimating house prices in Clermont-Ferrand

You can download the HTML version of the choropleth maps generated during the project by right-clicking on the link bellow and choosing "save link as" :

• Map of the population's age
• Map of the population density
• Map of the standard of living (median revenues of households)
• Map of house prices per metre square (average value)

Or you can acces the screenshots of the maps by clicking on the images bellow:

• Map of the population density

• Map of the standard of living (median revenues of households)

• Map of the population’s age (median age)

• Map of house prices per metre square (average value)

Have fun reading my project ! Don't hesitate to write to me for any question or feedback !