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A practical spreadsheet could use one row per physical property, not per advertisement: first-seen date, latest asking price, cut dates, condition, area grouping, duplicate agents, withdrawal date and confirmed outcome if known. That should expose whether “new volume” is actually new.

Are you considering detached houses, townhomes and condos, or only one of those? Also, when you ask for tenure, should people specify fee-simple, condominium or co-op ownership? That distinction could materially narrow the search, especially once building condition and shared maintenance are...

Price-cut timing can help identify seller motivation. A cut after a short period may reflect an aggressive correction; repeated cuts after a long period may indicate resistance to the market. Neither should automatically be applied as the expected discount on a properly priced new listing.

How are you defining the marketing period? If withdrawn listings return with new dates, 17 days may understate how long sellers have really been testing the market. I’d record original appearance, every price cut and any withdrawal. New-listing volume matters too: short exposure means something...

Looking for a 4-bedroom home near Austin, with a target budget of $680,000. Priorities are reasonable transport access and a well-maintained structure without major work needed immediately. A dated interior is fine, as cosmetic updates can be handled later. There may be some budget flexibility...

Neighbourhood boundaries are probably the first thing I’d tighten. “Toronto villas” can still combine properties that buyers do not see as substitutes. Keep the same boundary and property definition for active, withdrawn and completed listings; otherwise a change in the mix can masquerade as a...

One more point: vacancy and turnover should not be combined casually. Vacancy removes rent, while turnover can also bring cleaning, minor repairs, management activity and leasing costs. Test a normal year and a turnover year separately. That makes it easier to see whether the larger repair...

I partly disagree that maintenance is the main danger. Financing sensitivity could dominate everything if debt is involved. A low gross yield leaves little income to absorb borrowing costs, even before repairs. Is this intended as a cash purchase, or is there a loan amount and rate assumption...

Is $5,766 supported by a current lease, or is it projected market rent? That is the biggest missing fact for me. I’d also want the exact common charges, property tax and an insurance quote. With a 4-bed, tenant profile matters: turnover could mean more wear and a longer or costlier reletting...

I would not chase the entire $63 gap. Work out how many months of extra rent it would take to recover even a short vacancy plus cleaning, repairs and advertising. With a reliable tenant, a smaller adjustment now—and another review later if permitted—may produce the better overall result. Explain...

I’m tracking the Stockholm property market, and the mix appeared to change in August 2024. Well-presented mixed-use buildings were moving in roughly 53 days, while properties needing work remained available longer. At the same time, I’m seeing a visible gap of about 5.2% between asking prices...

One more thing: map the timing, not just the total. Find out when the first mortgage payment, building service charges and insurance payment fall due. A reserve can look healthy at closing and shrink quickly if several bills arrive before the next full pay cycle.

The dollar amount alone sounds less important than how many months of essential spending it represents. First separate moving costs and any work you must do immediately. What remains is the actual emergency fund. Also ask the lender and closing attorney which amounts must be available and when...