Property Data for Generative AI Model Training
Empowering the Australian Property Market with AI
For the Australian property market, leveraging comprehensive data sets for training private GPT models is essential for staying ahead. The vast amount of data available is crucial for developing AI technologies that are changing how the real estate industry operates. For businesses in property technology (proptech), using detailed property data to train AI models is not just an advantage—it's necessary to remain competitive.
Enhancing Proptech Capabilities with AI
By integrating extensive property information into AI, proptech companies can improve predictive analytics, understand market trends, and personalise customer interactions with high accuracy. These AI-driven insights enable better decision-making and improve services, aligning advice and predictions more closely with market realities and customer needs.
AI models trained on rich property data sets can automate tasks like property valuation and identifying investment opportunities, leading to more efficient operations and cost savings. The ability to predict market trends with AI helps businesses stay proactive, an essential aspect in the fast-paced real estate market where timing and accurate information are critical.
The Role of Suburbtrends in AI Model Development
However, extracting and processing the vast amounts of data needed for AI training requires the right tools. Suburbtrends can assist you in gathering the necessary data to feed, fine-tune, and develop your AI models tailored to the Australian real estate market. This approach allows for the creation of AI tools that not only analyse current data but also predict future market movements, providing a competitive edge in the proptech industry.
Note: The example tables are just some of many data sets we can assist you with.
Example property address data:
State | Total Address Count | Has GNAF Matched |
---|---|---|
VIC | 3,890,844 | 3,422,616 |
NSW | 4,776,671 | 4,230,238 |
QLD | 3,271,864 | 2,752,254 |
SA | 1,176,638 | 967,539 |
WA | 1,572,426 | 1,408,161 |
ACT | 244,743 | 213,363 |
NT | 115,679 | 103,614 |
TAS | 348,733 | 325,432 |
Example market data:
State | For Sale on Market | For Lease on Market | Sold Records | Rental Records |
---|---|---|---|---|
VIC | 64,490 | 15,930 | 8,510,731 | 3,188,362 |
NSW | 57,391 | 21,998 | 8,162,509 | 3,581,118 |
QLD | 43,603 | 12,859 | 6,576,069 | 2,643,610 |
SA | 10,573 | 2,307 | 1,571,387 | 682,781 |
WA | 20,219 | 3,284 | 2,814,333 | 1,180,350 |
ACT | 4,986 | 1,952 | 413,257 | 164,534 |
NT | 2,183 | 864 | 133,588 | 122,940 |
TAS | 6,356 | 1,048 | 712,937 | 170,398 |
Example attribute data:
State | With Bed | With Bath | Has Year Built | Has Land Size | Has Building Area |
---|---|---|---|---|---|
VIC | 2,806,816 | 2,508,191 | 2,899,477 | 2,487,564 | 972,204 |
NSW | 3,295,723 | 3,263,773 | 3,535,786 | 2,963,717 | 1,154,562 |
QLD | 2,178,519 | 2,165,316 | 2,287,150 | 1,845,669 | 888,008 |
SA | 832,206 | 771,614 | 878,562 | 778,947 | 449,095 |
WA | 1,217,430 | 1,228,616 | 1,312,731 | 949,874 | 766,640 |
ACT | 186,186 | 183,935 | 185,860 | 174,139 | 70,180 |
NT | 71,322 | 70,905 | 81,909 | 64,423 | 31,682 |
TAS | 294,861 | 278,551 | 301,890 | 258,512 | 186,9 |