PMData: Multimodal Lifelogging and Sports Activity Dataset

PMData combines traditional lifelogging with sports activity logging. The dataset was created by aai530-group6 and published in a 2019 ACM paper. It enables analysis of how sports data relates to everyday health metrics like weight and sleep.

Use Cases

• Predicting weight fluctuations based on sports activity data mentioned in the description
• Analyzing sleep patterns using combined lifelog and sports data
• Developing applications that correlate everyday life developments with structured exercise logging

Strengths

• Dataset is linked to a peer-reviewed ACM paper from 2019
• Combines two distinct data domains (lifelogging and sports activity) for novel analysis

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Row count is unknown, which may limit suitability assessment
• Description metadata is limited; actual data quality requires manual inspection after download

Provenance

Source

aai530-group6

Collection Method

Likely collected via personal lifelogging and sports tracking devices.

Freshness

Last updated 2024-01-22 03:55:50; freshness should be verified