Interactive visualizations of room and building utilization at Silicon Valley Probiotic Club. All charts use data from January 2025 through April 12, 2026.
Stacked bar chart showing utilization % by building (or individual room) and category group, broken down by day of week. Select any week and any room.
Line chart of per-room utilization since January 2025. Toggle between weekly and daily granularity; filter by building or individual room.
Facebook Prophet with US federal holidays, summer break (Jun 12 – Aug 18), weekly + annual seasonality. Uncertainty bands widen correctly with forecast horizon via 1,000 posterior samples. Room & building filters; history-window toggle.
Holt-Winters exponential smoothing (4-week seasonality) per room, with 95% prediction intervals. Room & building filter dropdowns.
Holt-Winters with 7-day (weekly) seasonality, capturing Mon-Sun patterns. 30-day forecast per room with confidence bands. Room & building filters.
Distribution of event headcounts (# People) across all bookings. Summarizes min, max, mean, and median for the selected room or building.
Daily person-density % = actual person-hours ÷ max-possible person-hours. Captures how fully rooms are staffed relative to their peak observed headcount. Includes Prophet forecast with 95% confidence bands.
First-digit distribution of event headcounts vs. Benford’s expected frequencies. Not fraud detection — reveals how varied headcounts are per room. Includes KS statistic and chi-square p-value.