Mobility Data | Foot traffic Data (1 year history)

Mobility/Location data is gathered from location-aware mobile apps using an SDK-based implementation. All users explicitly consent to allow location data sharing using a clear opt-in process for our use cases and are given clear opt-out options. Factori ingests, cleans, validates, and exports all location data signals to ensure only the highest quality of data is made available for analysis.
Record Count:90 Billion+

Mobility Data Reach:
Our data reach represents the total number of counts available within various categories and comprises attributes such as country location, MAU, DAU & Monthly Location Pings.

Data Export Methodology:
Since we collect data dynamically, we provide the most updated data and insights via a best-suited interval (daily/weekly/monthly/quarterly).

Sample:
The listing contains a sample of data from our full dataset. Please contact us to purchase the full dataset.

Fields/Attributes Included:
- anonymous_id
- id_type
- latitude
- longitude
- horizontal_accuracy
- ipv4
- ipv6
- user_agent
- state_hasc
- city_hasc
- geohash
- geospatial_index_hex8
- geospatial_index_hex9
- carrier
- timestamp

Description:
-Anonymous_ ID of the device
-The WGS84 latitude of the device
-The WGS84 longitude of the device
-Accuracy of horizontal GPS coordinates (in meters)
-Timestamp of the event epoch (seconds)
-Operating system advertising ID type [0 = IDFA , 1 = GAID]
-IP address v4
-IP address v6
-Device user agent (String of data from a user's device that represents data points l
like OS, browser, carrier, and hardware)
-Ping or event origin country
-State - Hierarchical administrative subdivision codes (HASC). These are codes to
represent names of country subdivisions, such as states, provinces, and regions.
-City - Hierarchical administrative subdivision codes (HASC). These are codes to
represent names of country subdivisions, such as states, provinces, and regions.
-Postcode of where Device ID is seen
-location resolved to a granularity of geohash7
-H3 hex 8 code of the location event. H3 is a hexagonal hierarchical geospatial
indexing system. Average Hexagon Area (km2) for Hex 8 is 0.7373276
-H3 hex 9 code of the location event. H3 is a hexagonal hierarchical geospatial
indexing system. Average Hexagon Area (km2) for Hex 9 is 0.1053325
Carrier of device

搜集汇总

背景与挑战

背景概述

该数据集包含超过900亿条移动设备位置记录，数据来源于用户明确同意的移动应用SDK采集，并经过清洗和验证。数据集包含匿名ID、经纬度、时间戳、IP地址及地理位置编码等关键属性，支持按日、周、月或季度动态导出，适用于人流分析等应用场景。