This page delivers traffic analytics for Crawford County, Pennsylvania. Our metrics are calculated with multi-sourced, cross-verified data from real-world mobile and sensor networks, and averaged for Crawford County, Pennsylvania among 788 road miles divided in 9,978 segments. Our metrics go beyond simple volume counts to provide actionable insights on traffic intensity, congestion, commercial vehicle flow, and network performance with highest possible granularity (average segment length is 417 ft). Whether you are evaluating a new retail location, planning logistics routes, or assessing infrastructure needs, this data helps you move from assumptions to certainty.
Data sourced from TrafficZoom's proprietary analytics platform.
The average number of vehicles that travel each day over any road in the road network.
2,637
Trucks
Trucks
The percentage of the total traffic volume composed of heavy vehicles.
10.1%
Average travel time
Average travel time
The average time of travel averaged among all vehicles traveling on the road network.
31.1 min
Congestion ratio
Congestion ratio
The rate at which the actual travel time exceeds free-flow travel time, averaged among all roads in the network.
10.2%
Drivers’ average age
Drivers’ average age
Average age of residents in the geographic areas where the vehicle trips originated.
52.4 yrs
Drivers’ average income
Drivers’ average income
Average income of residents in the geographic areas where the vehicle trips originated.
$62,732
Our data indicates an estimated average traffic volume of 2,637 vehicles per day in Crawford County, Pennsylvania that results in 1,564,721 vehicle-miles traveled per day (≈571 million per year). The traffic stream is comprised of an average of 1 truck for every 10 vehicles. Typical time spent behind the wheel per trip is 31.1 minutes, which already accounts for delays at signals, intersections, and congestion.
Analytical insight
When compared to the Pennsylvania state averages: Crawford's average daily traffic volume is 53% lower than the state average - 2,637 vehicles per day against 5,617 - suggesting less traffic load per road, a critical factor for logistics and site planning. In total volume terms, its road network carries 1,564,721 vehicle-miles traveled per day (≈571 million per year), about 0.7% of Pennsylvania's statewide total. At 31.1 minutes, the average travel time is 10% lower than the state level. The congestion ratio of 10.2% is 38% lower, pointing to smoother traffic flow than the state level - crucial for traffic control improvement and logistics planning. By volume, Crawford's 2,637 vehicles per day outpaces 15% of counties in Pennsylvania. 8% of counties in Pennsylvania have a shorter average travel time than Crawford's 31.1 minutes.
Highway vs. Non-Highway Traffic Analysis
Highway Traffic
Traffic
Traffic
The average number of vehicles that travel each day over any road in the road network.
8,392
Trucks
Trucks
The percentage of the total traffic volume composed of heavy vehicles.
15.9%
Average travel time
Average travel time
The average time of travel averaged among all vehicles traveling on the road network.
38.9 min
Congestion ratio
Congestion ratio
The rate at which the actual travel time exceeds free-flow travel time, averaged among all roads in the network.
17.1%
Drivers’ average age
Drivers’ average age
Average age of residents in the geographic areas where the vehicle trips originated.
51.9 yrs
Drivers’ average income
Drivers’ average income
Average income of residents in the geographic areas where the vehicle trips originated.
$70,207
A significant volume of traffic in Crawford County, Pennsylvania utilizes the highway network. The average highway carries 8,392 vehicles per day, 237% more than the average non-highway road in the same area, which carries 2,490 vehicles per day. That average covers 66 highway road miles divided in 248 segments (average segment length 1,415 ft), together carrying 442,958 vehicle-miles traveled per day (≈162 million per year). Trucks constitute 15.9% of highway traffic.
Analytical insight
At 15.9%, highway truck share is 1% higher than the state average, marking Crawford as a significant freight corridor - underscoring the importance of highway access for logistics operators. 44% of counties in Pennsylvania see a lower highway truck share than Crawford's 15.9%. Crawford's highway truck count is higher than 17% of counties in Pennsylvania, at roughly 1,338 trucks per day.
Non-highway traffic
Traffic
Traffic
The average number of vehicles that travel each day over any road in the road network.
2,490
Trucks
Trucks
The percentage of the total traffic volume composed of heavy vehicles.
7.7%
Average travel time
Average travel time
The average time of travel averaged among all vehicles traveling on the road network.
30.9 min
Congestion ratio
Congestion ratio
The rate at which the actual travel time exceeds free-flow travel time, averaged among all roads in the network.
10.0%
Drivers’ average age
Drivers’ average age
Average age of residents in the geographic areas where the vehicle trips originated.
52.5 yrs
Drivers’ average income
Drivers’ average income
Average income of residents in the geographic areas where the vehicle trips originated.
$61,292
The non-highway road network in Crawford County, Pennsylvania supports a substantial volume of traffic. The average non-highway road carries 2,490 vehicles per day, 70% less than the average highway in the same area, which carries 8,392 vehicles per day. That average covers 722 non-highway road miles divided in 9,730 segments (average segment length 392 ft), together carrying 1,121,763 vehicle-miles traveled per day (≈409 million per year). Trucks constitute 7.7% of non-highway traffic.
Analytical insight
The concentration of trucks on non-highway roads is 52% lower than on highways. At 36% lower than the state level, the non-highway congestion ratio of 10.0% signals easier movement on local roads. Crawford's overall average travel time exceeds 8% of counties in Pennsylvania. 20% of counties in Pennsylvania see lower average driver income among trip origins than Crawford. 79% of counties in Pennsylvania have a younger driver population than Crawford.
Time-of-Day & Seasonal Patterns
Analytical insight
In Crawford County, Pennsylvania, the peak hour concentrates about 7% of the day's traffic.
Traffic Flow Profile Comparison
Metric
Crawford
Pennsylvania
Average
Difference
Traffic
2,637
5,617
-53.1%
Truck % (Total Traffic)
10.1%
10.6%
-5.5%
Truck % (Highway)
15.9%
15.8%
+1.2%
Avg. Travel Time
31.1 min
34.6 min
-10.0%
Frequently Asked Questions
The average daily traffic volume is calculated at 2,637 vehicles per day, providing a baseline for daily operations and site assessment.
Crawford carries more highway trucks by raw volume than 17% of counties in Pennsylvania, at roughly 1,338 per day.
Trucks account for approximately 10.1% of the total traffic mix across all road types, with a significantly higher concentration of 15.9% on highways.
The average travel time for drivers is 31.1 minutes, offering a standard metric for commute and delivery route planning.
Approximately 12% of highway traffic and 8% of non-highway traffic consists of vehicles whose trip originates outside Crawford County, Pennsylvania. This indicates that a portion of highway traffic is regional pass-through, while local roads are more representative of resident and commuter activity.
Drivers on Crawford roads have a median age of 52 years, and the median household income of the neighborhoods trips originate from averages $62,732 - useful context for retail siting and customer profiling.
Data Sources & Methodology
The data presented on this page is derived from TrafficZoom's proprietary analytics platform, which aggregates and normalizes information from multiple sources, including:
Mobile device location data (anonymized and aggregated)
