Movement Hourly Activity Index 2020 (Sample)

Mapbox Movement is a privacy-forward dataset of device density, activity, and movement over time drawn from 700M+ users and 45,000+ different mobile apps globally contributing 20B+ live location updates daily. The dataset captures significant driving and non-driving mobile device activity aggregated into geographic tiles of 100-meter resolution (approx. 1 city block).

Mapbox Movement dataset provides a high-definition view of how, where, and when people move through a city or specific geography.

The counts are normalized and low-volume areas are excluded from the data to protect user privacy. No PII attributes are included in this data set.

This v2.0 upgraded data set is baselined using January 2021 as a reference period and benchmarked against ground-truth indicators. See more details: https://www.mapbox.com/blog/movement-data-v2

Data schema:
- agg_day_period: '0' for weekday, '1' for weekend
- agg_time_period: hour of day (local time)
- month
- geography: ID of the zoom-level 18 tile
- xlon, xlat: coordinates of the grid tile centroid
- bounds: bounding box of the grid tile
- activity_index_total: normalized activity factor

Requesting Access:
This listing provides immediate access to 1 year of historical monthly-updated Movement data from January - December 2020. To purchase additional data or more countries, request access through the Personalized Tile and Mapbox will reach out to discuss licensing options.

搜集汇总

背景与挑战

背景概述

该数据集基于Mapbox平台，通过全球数亿用户和数万移动应用的匿名位置数据，以100米网格聚合生成标准化的小时级活动指数，反映人类移动模式。数据已排除低活动区域以保护隐私，并提供2020年全年样本，可用于分析城市或特定区域的人员流动情况。