\begin{table}[htbp] \centering\footnotesize \caption{Variables available and their use}\label{tab:variables} \begin{threeparttable} \begin{tabular}{p{4.2cm}p{3cm}p{5.2cm}p{1.6cm}} \toprule Variable & Source & Treatment & Used in \\ \midrule Floor area of storeys (m²) & roll & continuous; cubic in centred log & all tasks \\ Lot area (m²) & roll & quadratic in centred log & all tasks \\ Year built / age & roll & nine age bins; missingness indicator & all tasks \\ Storeys, building genre, physical link, dwellings (plex) & roll & categorical & Task A \\ Coordinates, municipality, MRC, region & feed / SDA V2026-07 & location; nested metric cells (WP22) & all tasks \\ Assessment in force at sale & feed & not used as a predictor (post-dated for Task A test sales would be fine, but excluded for comparability) & — \\ Municipal / regional market features at origin & computed from sales $\le$ origin & median log price and quality-stripped level (3/6/12/24 m), momentum, volumes, dispersion & Task A \\ 10 nearest past sales ($\le$ 12 m) & computed & mean quality-stripped log price, mean distance, dispersion & Task A \\ Real-time SHARP-HPI vintage (13-month history) & WP22 index\_vintages (smoothed mode) & 1/3/6/12-m changes, volatilities, acceleration, counts, s.e.; parent (region, province) momentum & Task B \\ Bedrooms, bathrooms, parking, basement, condition, renovations, quality, listing, images & — & not available & — \\ \bottomrule \end{tabular} \end{threeparttable} \end{table}