Canada

Using Artificial Intelligence To Understand Canadian Politics and Home Prices

Using Artificial Intelligence To Understand Canadian Politics and Home Prices

It turns out the political party in charge does have a correlation to Canadian home prices. To find this we gave our newest intern Watson, IBM’s artificial intelligence engine, sales data from across the country for the past 30 years. We then analyzed which parties were in power at the time of sales, and looked for correlations. Here’s a peek at some of the findings that we came across, with regards to politics and real estate prices in the country.

Federal Government and Real Estate Prices

Shocking, but the federal election did have a strong correlation to prices. When the federal Conservative party took the majority of seats, prices rose on average by 4.06% per year. When the federal Liberal party took office, there was an average rise of 1.95% per year in home prices across the country.

2016 was a federal Liberal year, that saw home prices rise 10.7%. It’ll be interesting to see if the rest of the term if prices fall closer to the historic 1.95% average.

Ontario Government and Real Estate Prices

The relation between home prices across the country, and the political party in Ontario was one of the strongest correlations. When the Liberal Party of Ontario had the majority of seats, prices across the country increased by an average of 5.16% annually. The Ontario Conservatives in power, correlated with a 0.74% rise in national prices per year. The Ontario NDP majority governments saw a 1.89% decline per year in national prices on average. I wonder how Toronto’s 40,000+ Realtor’s are going to vote with this information in mind. Hm…

Quebec Government and Real Estate Prices

Not a surprise that the country’s second largest province by population also had a correlation to home prices across the country. Quebec Liberals taking the majority of seats correlated to a 4.22% annual increase in national property prices. A Parti Québécois majority correlated to a 1.1% rise annually across the country.

BC Government and Real Estate Prices

There’s a correlation between British Columbia’s government, and national home prices. No seriously, and it’s not what you would have guessed either. The BC Conservatives (those were a thing) being in power correlated to a 7.72% annual increase in national prices. BC Liberals majority averaged a 3.36% increase across the country. The BC NDP had a correlation average of 0.8% annually on national home prices. Probably worth noting that this trend was a stronger indicator when the same parties were in both BC and Ontario.

Alberta Government and Real Estate Prices

The last significant correlation we found was with Alberta’s government. The Alberta Conservatives correlated with a 3.17% average annual increase in national home prices. An Alberta NDP majority correlated with a 2.29% increase per year of the national home price.

Keep in mind, that Watson isn’t saying that a certain party will move home prices. More likely the economic climate that people were experiencing were a reflection of the parties people elected. So if you’re from Ontario, try not to vote for the NDP solely because you want home prices to come down. Likewise, don’t vote for the Liberals because you want them to go up.

By itself, this data won’t be very useful for predicting future real estate prices. However, it does create another data point for a predictive model, and gives us more insight on what impacts Canadian real estate prices. Want to see a provincial breakdown of politics, and real estate prices? Give us a tweet and tell us what province you want broken down.

Like this post? Like us on Facebook, and get the next one right in your feed.

Discuss On Facebook

Leave a Reply

Your email address will not be published. Required fields are marked *