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Ramin Khavarzadeh DATA · ANALYSIS · PERSPECTIVE
Lab INDEX · CONSUMER PRESSURE

Consumer Pressure Experimental

How hard are households looking for liquidity and credit? — جستجوی وام، قسط، فروش طلا، کاریابی و گرانی.

8 -2 Score vs. prior week

Percentile rank for week starting 18 Oct among 46 recent weeks; composite z -0.50. 4 Component up and 1 component down.

Components

ComponentDirectionRaw valuePrior weekz This weekz Prior weekChange
Search for “loan”+30.0031.00-1.34-1.19Down
Search for “instalment”+71.0047.001.41-1.16Up
Search for “sell gold”+42.0040.00-0.37-0.53Up
Search for “job seeking”+35.0034.00-0.64-0.76Up
Search for “expensive”+41.0039.00-0.17-0.29Up

Each component is standardized (z) to the mean and standard deviation of this window, with a sign so “+” always means more of what the index measures. Index = simple mean of z’s, smoothed with a 3-week moving average, then percentile-ranked in the same window. Because mean and SD come from the whole window, past weeks are redefined as new weeks arrive — an in-sample view, not a signal that was available in real time; the lab’s own log below is what was actually shown each day.

Does this index say anything about the weeks ahead?

TargetBest lead (weeks)rpOut-of-sample direction accuracyResult
بازده هفتگی طلا3-0.150.34850٪ (n=16)descriptive

Test: correlation of the index composite with subsequent weekly returns (leads of 1–4 weeks) and direction accuracy on the final 40% of data that did not choose the lead. “Descriptive” means the index summarizes the present but showed no predictive power in this test — and is labeled that way, not as a forecast.

Sources
Google Trends (IR)، tgju
Cadence
Weekly; search refreshes every 12 hours and markets every 6 hours; index recomputed hourly
Window
46 weeks
Lab’s own recorded history
53 Day
Last calculation
2026-11-02T20:51

Limits: Google search interest is relative and rescaled on every fetch, so past weeks may shift slightly; low-volume queries have integer resolution; the window is one year, so “strongest week of the year” only means within that year. None of these indices are forecasts. Full methodology