Commute Time Uncertainty Model

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    Estimate the total commute time in minutes accounting for traffic and weather variability.

    NOTEAbout This Model
    ## Estimate the total commute time in minutes accounting for traffic and weather variability. This model explores how **Total Commute Time** could play out, depending on Traffic Delay Factor, Weather Delay Factor. Hit **Run** to see the range of possibilities.
    VARIABLETraffic Delay Factor
    triangular(0.8, 1.65, 2.5)
    Traffic can range from light (0.8x) to heavy congestion (2.5x) during peak hours.
    traffic_delay_factor
    VARIABLEWeather Delay Factor
    triangular(0.9, 1.2, 1.5)
    Weather conditions like rain or snow typically add 10-50% to travel time.
    weather_delay_factor
    FORMULATotal Delay Multiplier
    traffic_delay_factor * weather_delay_factor
    Combined delay multiplier from traffic and weather interactions.
    total_delay_multiplier
    FORMULATotal Commute Time
    30 * total_delay_multiplier
    Final commute time calculation applying multipliers to the base duration.
    total_commute_time
    OUTPUTTotal Commute Time
    total_commute_time
    Track the total commute time output

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    Carlo is a visual tool for Monte Carlo simulation. Model uncertainty by dragging probability distributions, connecting them visually, and running thousands of scenarios instantly.

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