Anonymized Vehicle Origin-Destination Trip Data

**Description**
The Origin-Destination data provides insights into the start and end location of individual vehicle trips.

**Data Source**
The data is sourced by millions of vehicles globally from our vetted partners including:

- Automotive OEMs; vehicles with embedded connectivity from the car manufacturer
- Fleets with after-sales in-vehicle hardware telematics devices

**Use Cases**

- Transportation analytics: Traffic consultants, road operators, municipalities and SaaS analytics platforms use our data for understanding road usage, people movement and performing targeted before & after analytics to assess infrastructure and signage changes.
- Emission Analysis: Stakeholders can estimate emissions based on traffic information

**Origin-Destination Data Schema**
**Main attributes**
The following list provides the main data attributes that are available via the Mobito Origin-Destination Data Product:
- trip_id
- start_time
- end_time
- duration
- start_point
- start_latitude
- start_longitude
- end_point
- end_latitude
- end_longitude
- distance
- avg_speed
- vehicle_type
- fuel_type

**Origin-Destination Data Specs**
**Historicity**
Historical data availability as of 2021. Availability differs per country.
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**Trip Types**
The origin-destination dataset can include any or all of the following trips types:

- All trips within the selected geographical area (e.g. country, city)
- Trips that start within the selected geographical area
- Trips that end inside the selected geographical area

**Vehicle Types**
The following vehicle types area available in the datasets (availability varies per country):

- Passenger car
- Light commercial vehicle (LCV). This is a van type of vehicle. Examples: (Renault Master, Renault Trafic, Mercedes-Benz Sprinter, Peugeot Boxer, Volkswagen Crafter, Fiat Ducato, Opel Crossland, Citroen Berlingo etc.)
- Heavy truck (more than 3.5 tones)
- Bus
- Other (unclassified)

**Data Anonymisation**
A data anonymisation is applied on the data. Key features include:

- **No Exact Locations:** Rather than providing precise latitude and longitude coordinates, Mobito utilizes the [H3 hexagonal grid system](https://h3geo.org/) to generalize locations.
- **[H3-Resolution-11 Precision:](https://h3geo.org/docs/core-library/restable/#average-area-in-m2)** Each location is mapped to a hexagonal area ensuring privacy while preserving analytical value

For more details, visit the Mobito [Origin-Destination Data](https://support.mobito.io/en/articles/10641969-origin-destination-data-product) page.

搜集汇总

背景与挑战

背景概述

该匿名车辆OD数据集收录全球联网车辆的行程起止点信息，包含时间、距离、车型等核心字段，采用H3网格系统匿名化处理，主要用于交通流量分析和排放评估。数据涵盖2011年以来的多种车辆类型，覆盖不同地理区域的完整行程数据。