{"zip_code":"80022","total_complaints":38,"rank":37,"total_zips":121,"population":58681,"per_capita_rate":0.6,"per_capita_rank":42,"per_capita_total":63,"top_3":[{"type":"Signal Timing","count":6,"percent":15.8},{"type":"Pothole","count":5,"percent":13.2},{"type":"Renewal Business License","count":3,"percent":7.9}],"top_descriptor":"","unusual_complaint":"Signal Timing","creative_descriptor":"","snitch_score":{"score":2,"label":"Live and Let Live","count":1,"definition":"Noise and parking-related reports"},"avg_resolution_hours":44.7,"peak_hour":7,"quiet_hour":0,"peak_day":"Monday","worst_day":{"date":"2025-01-16","count":2},"monthly_trend":[6,1,9,0,2,2,7,3,0,4,1,3],"monthly_months":[1,2,3,4,5,6,7,8,9,10,11,12],"night_owl_score":0.0,"rat_season_peak":null,"archetype":{"name":"Infrastructure Gap","icon":"\ud83d\udee3\ufe0f"},"twins":{"cosmic":"80226","evil":"80236"},"top_agency":"Public Works","comparison_vs_avg":-0.964,"economics":{"agency_performance":[],"infrastructure_count":5,"gentrification_count":0,"blight_count":1,"seasonal_volatility":0.71,"noise_ratio":0.0,"noise_pct":0.0,"most_ignored":{"type":"None","hours":null},"rating":"AAA"},"timing":{"night_owl_pct":2.6,"weekend_pct":21.1,"hour_distribution":[0,0,0,0,0,0,0,5,1,5,2,3,4,5,5,2,3,1,0,0,0,1,1,0],"dow_distribution":[4,8,3,4,8,7,4],"busiest_window":"Noon-3pm"},"channels":{"mobile_pct":0.0,"phone_pct":55.3,"online_pct":0.0,"other_pct":44.7,"unknown_pct":0.0,"known_count":38,"primary_channel":"Phone"},"resolution":{"same_hour_pct":20.0,"same_day_pct":40.0,"within_week_pct":88.6,"median_hours":44.7,"p90_hours":158.7,"closed_count":35},"seasonal":[{"type":"Signal Timing","monthly":[4,0,0,0,2,0,0,0,0,0,0,0],"peak_month":"N/A","low_month":"N/A","swing_ratio":1.0},{"type":"Pothole","monthly":[0,0,3,0,0,1,0,0,0,0,0,1],"peak_month":"N/A","low_month":"N/A","swing_ratio":1.0},{"type":"Renewal Business License","monthly":[1,0,1,0,0,0,0,1,0,0,0,0],"peak_month":"N/A","low_month":"N/A","swing_ratio":1.0},{"type":"New Business License","monthly":[0,0,2,0,0,0,0,0,0,0,0,0],"peak_month":"N/A","low_month":"N/A","swing_ratio":1.0},{"type":"911 CHECK HAZARD","monthly":[0,0,0,0,0,0,0,2,0,0,0,0],"peak_month":"N/A","low_month":"N/A","swing_ratio":1.0}],"diversity":{"unique_types":25,"focus_score":36.8,"distinctive_types":[{"type":"Hazardous Abandoned Waste","lift":100.6,"pct":2.6},{"type":"Password Changes","lift":37.3,"pct":2.6},{"type":"Signal Timing","lift":33.4,"pct":15.8},{"type":"Renewal Business License","lift":13.8,"pct":7.9},{"type":"New Business License","lift":12.9,"pct":5.3}]},"geo_stories":{"main_character":null,"turf_wars":{"type1":{"name":"Signal Timing","points":[[-104.9034,39.79839],[-104.9034,39.79839],[-104.9034,39.79839],[-104.9034,39.79839],[-104.9034,39.79839],[-104.89182,39.79839]]},"type2":{"name":"Pothole","points":[[-104.91998,39.78377],[-104.91998,39.78377],[-104.9034,39.79839],[-104.77197,39.84392],[-104.89182,39.79839]]}},"night_shift":[[-104.89721,39.79837]],"category_points":{"Signal Timing":{"count":6,"points":[[-104.9034,39.79839],[-104.9034,39.79839],[-104.9034,39.79839],[-104.9034,39.79839],[-104.9034,39.79839],[-104.89182,39.79839]]},"Pothole":{"count":5,"points":[[-104.91998,39.78377],[-104.91998,39.78377],[-104.9034,39.79839],[-104.77197,39.84392],[-104.89182,39.79839]]},"Renewal Business License":{"count":3,"points":[]},"New Business License":{"count":2,"points":[]},"911 CHECK HAZARD":{"count":2,"points":[[-104.9034,39.79839],[-104.9034,39.79839]]},"Inspection":{"count":1,"points":[[-104.88437,39.80292]]}}},"story":{"titles":{"total":"DEMAND SIGNAL","snitch":"SOCIAL CAPITAL","efficiency":"STATE RESPONSE","time":"FIRST SHIFT","vibe":"LOCAL CHARACTER","intro":"YOUR DISTRICT","top3":"REVEALED PREFERENCES","archetype":"CLASSIFICATION","twins":"COMPLAINT TWIN","econ_intro":"STATE CAPACITY","agency":"AGENCY RESPONSE","infra":"PUBLIC GOODS","gentri":"DISPLACEMENT RISK","blight":"NEIGHBORHOOD EFFECTS","volatility":"SEASONALITY","ignored":"SERVICE GAPS","rating":"LIVABILITY INDEX"},"subtitles":{"total":"Measuring citizen voice","snitch":"Informal norms prevail","efficiency":"Median resolution time","time":"Morning demand spike","vibe":"Distinctive complaint signature","econ_intro":"How well does government work here?","agency":"Bureaucratic efficiency by department","infra":"Physical infrastructure decay","gentri":"Construction activity proxy","blight":"Visible disorder indicators","volatility":"Complaint pattern stability","ignored":"Longest wait by category","rating":"Composite service quality"}},"city":"denver","city_name":"Denver","period":{"year":2025,"start":"2025-01-01","end":"2025-12-31","label":"2025","is_partial_year":false,"generated_at":"2026-09-24T20:12:45.430788+00:00","notes":["Early 2025 uses the preserved local archive because Denver's current feed retains only 12 months.","Denver category labels use published case summaries, which include inquiries and some free text. Structured topic fields are not populated consistently."],"baseline_complete":true,"time_of_day_available":true,"source_total_requests":451917,"located_requests":126106,"methodology_url":"/data/methodology.md"},"yoy":{"previous_count":30,"current_count":30,"difference":0,"percent_change":0.0,"status":"available","reason":null,"period":{"previous_start":"2025-01-01","previous_end":"2025-09-09","current_start":"2026-01-01","current_end":"2026-09-09","days":252}}}