umlaut collects mobile network performance and usage data in a worldwide panel of smartphone users. umlaut crowdsourcing solution is based on an SDK which is integrated into hundreds of Android apps and collects data passively on the customer devices in the background, the data collection is happening in 24/7/365 on such devices. The efficient data collection engine has allowed umlaut to create an extensive footprint world-wide that is unprecedented compared to other similar passive crowd sourcing solutions.
This data set contains mobile network coverage for all major operator networks for the entire country in a high resolution format (approximately 12.5 meter grid size).
Note that this product only contains aggregated statistical data from our crowd panel. In particular, no per-user data or personally identifiable information is included.
This data contains estimates of past and future values of an estimate of the Civilian Labor Force Participation Rate based on private survey research. The data is directly comparable to the series released by the Bureau of Labor Statistics, but is available at high frequency (at least weekly) and...
This product provides switching patterns between different biologic disease-modifying antirheumatic drugs (bDMARDs) during first, second, and third lines of bDMARD therapy. All patients in this dataset received treatment with adalimumab (Humira), the best-selling drug in the United States since...
According to Phoenix Research, Middle East Artificial Intelligence market size is anticipated to register growth during 2019-25. Rising industrialization as well as shifting preference towards artificial intelligence enhanced services in industries such as manufacturing, security, human resource,...
| Heapery Attribution License | Heapery-Private |
| Category | Geospatial |
| Data Schema | |
| Support Contact Email Address | support@heapery.com |
| Data Format | |
| Version number | |
| Language | English |
| Data Size | |
| Last Updated Date | 8/11/2020 |
| Refund Policy | Refunds not allowed |
