UbiqLog (smartphone lifelogging)
Donated on 6/15/2016
UbiqLog is the smartphone lifelogging tool that runs on the smartphone of 35 users for about 2 months.
Dataset Characteristics
Multivariate
Subject Area
Computer Science
Associated Tasks
Causal-Discovery
Feature Type
-
# Instances
9782222
# Features
-
Dataset Information
Additional Information
This is the first smartphone based lifelogging dataset that is going to be available for public use. Please consider that the user of this dataset are obliged NOT to perform any sort of analysis that can harm the privacy of participants. This dataset is not for any privacy related analysis that can re-identify users. The UbiqLog tool is open source and accessible here: https://github.com/Rezar/Ubiqlog
Has Missing Values?
No
Variable Information
With respect to users privacy UbiqLog collects their Calls, SMS headers (no content), App use, WiFi & Bluetooth devices in user's proximity, geographical location (if available and GPS works), physical activities form Google play API. Data format is in JSON, because there are different sensors and they have different variables. Nevertheless, we have the code for cleaning and converting the data into CSV + smoothing the time. Moreover, we can share our visualization code. Interested individuals could contact the given email address.
Dataset Files
| File | Size |
|---|---|
| UbiqLog4UCI/1_M/log_11-4-2014.txt | 12 MB |
| UbiqLog4UCI/1_M/log_11-14-2014.txt | 11.7 MB |
| UbiqLog4UCI/1_M/log_11-24-2014.txt | 11.6 MB |
| UbiqLog4UCI/1_M/log_11-25-2014.txt | 11.6 MB |
| UbiqLog4UCI/1_M/log_11-6-2014.txt | 11.3 MB |
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pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset ubiqlog_smartphone_lifelogging = fetch_ucirepo(id=369) # data (as pandas dataframes) X = ubiqlog_smartphone_lifelogging.data.features y = ubiqlog_smartphone_lifelogging.data.targets # metadata print(ubiqlog_smartphone_lifelogging.metadata) # variable information print(ubiqlog_smartphone_lifelogging.variables)
Rawassizadeh, R. (2013). UbiqLog (smartphone lifelogging) [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C55327.
Creators
Reza Rawassizadeh
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.