Quant thesis: Spikes in municipal complaint traffic can signal real-world stress before it appears in price data. Housing, infrastructure, and noise complaints are treated as a rough proxy for consumer and city-level strain.
Plain English: Uses major-city 311 complaint volume as a read on housing stress, infrastructure strain, and local business pressure.
This is the public summary page. It stays free. The deeper per-algo dashboard, trade history, and equity details move behind the paywall.
Spikes in municipal complaint traffic can signal real-world stress before it appears in price data. Housing, infrastructure, and noise complaints are treated as a rough proxy for consumer and city-level strain.
Uses major-city 311 complaint volume as a read on housing stress, infrastructure strain, and local business pressure.
Uses major-city 311 complaint volume as a read on housing stress, infrastructure strain, and local business pressure.
StockArithm keeps these public summary pages open so visitors can understand what each signal is trying to do before they ever hit a paywall.