podcastnewsletterAbout

Applying AI / Machine Learning To Identify Patterns In China Housing Markets

November 30, 2017
Robert Ciemniak
Real Estate Foresight

Real Estate Foresight has published a series of notes to clients under the theme “In Pursuit of Patterns”, revealing some interesting patterns (or lack thereof) found among the key indicators for the China’s housing markets (house prices, sales volumes, land sales) and their relationship to the overall stock market and Chinese developers stocks

Robert Ciemniak

Robert Ciemniak

Founder-CEO & Chief Analyst
Real Estate Foresight
  • Founder-CEO & Chief Analyst, Real Estate Foresight Ltd
  • Global Head of Real Estate Markets, Thomson Reuters
  • International Master in Chess
Real Estate Foresight

Real Estate Foresight

FOR INVESTORS, FUND MANAGERS, LENDERS, DEVELOPERS & CORPORATES

We apply advanced data analytics tools and combine data science and technology with on-the-ground research, with a track record in accurately forecasting the Chinese housing markets.

  • Spot the turning points in the cycle
  • Pick the right cities and districts
  • Verify your critical project assumptions
  • Monitor your project
  • Communicate to your stakeholders
  • Stay on top of the news cycles

Channels

AsiaStrat
Granite Peak Advisory
Track Research
Trivium China
Gao Feng
Real Estate Foresight
China Beige Book

All Analyses by

Real Estate Foresight

2017 China Property Report

2017 China Property Report

One of the highlights in our recent 'In Pursuit of Patterns' series of client notes, showed that the land sales growth had tended to lead the price growth and a significant increase in land sales would lead, with a lag, to the subsequent correction in prices.

So many twists and turns to the China Housing markets story

So many twists and turns to the China Housing markets story

Almost everyone on the outside seems to have missed the biggest bull market in China housing in 2016, culminating in policy tightening cycle kicking in at the end of the year. But what's next?

China’s property market risks are rising, says data expert

China’s property market risks are rising, says data expert

Price trends in China’s housing market are unsustainable, according to Real Estate Foresight chief executive Robert Ciemniak who worries that excessive leverage among homeowners could lead to a crisis. Real Estate Foresight founder and chief executive Robert Ciemniak has made it his business to gather and interpret real time data on China’s residential property market. He gives his thoughts on what’s to come in China’s housing market.

Applying AI / Machine Learning To Identify Patterns In China Housing Markets

Applying AI / Machine Learning To Identify Patterns In China Housing Markets

Real Estate Foresight has published a series of notes to clients under the theme “In Pursuit of Patterns”, revealing some interesting patterns (or lack thereof) found among the key indicators for the China’s housing markets (house prices, sales volumes, land sales) and their relationship to the overall stock market and Chinese developers stocks

China housing: boom, bust, or bubble-or...?

China housing: boom, bust, or bubble-or...?

100s of Cities Bubble Up & Down As Policy Makers Press the Levers China hasn’t collapsed. And, the bubble hasn’t burst because there may not be just one big real estate bubble. Instead, there are 100s of sizable cities, each moving in its own cycle, each responding to how its local policymakers stimulate & tighten-stimulate & tighten, and each having performance divergent from that of other cities. Watch here to see how city-level markets bubble up and bubble down...

Robert Ciemniak

Robert Ciemniak

Founder-CEO & Chief Analyst
Real Estate Foresight
  • Founder-CEO & Chief Analyst, Real Estate Foresight Ltd
  • Global Head of Real Estate Markets, Thomson Reuters
  • International Master in Chess
Real Estate Foresight

Real Estate Foresight

FOR INVESTORS, FUND MANAGERS, LENDERS, DEVELOPERS & CORPORATES

We apply advanced data analytics tools and combine data science and technology with on-the-ground research, with a track record in accurately forecasting the Chinese housing markets.

  • Spot the turning points in the cycle
  • Pick the right cities and districts
  • Verify your critical project assumptions
  • Monitor your project
  • Communicate to your stakeholders
  • Stay on top of the news cycles

Channels

AsiaStrat
Granite Peak Advisory
Track Research
Trivium China
Gao Feng
Real Estate Foresight
China Beige Book
tp = window.tp || []; tp.push(["https://id.tinypass.com/id/api/v1/identity/login/social/callback", true ]); tp.push(["setTags", ["Macro"]]);